Warning, /analysis/ElectronID/src/dataset/Weights_positive/TMVAClassification_BDT.weights.xml is written in an unsupported language. File is not indexed.
0001 <?xml version="1.0"?>
0002 <MethodSetup Method="BDT::BDT">
0003 <GeneralInfo>
0004 <Info name="TMVA Release" value="4.2.1 [262657]"/>
0005 <Info name="ROOT Release" value="6.24/06 [399366]"/>
0006 <Info name="Creator" value="weihu"/>
0007 <Info name="Date" value="Tue Apr 12 13:40:53 2022"/>
0008 <Info name="Host" value="Linux SFT-ubuntu-1804-2 4.15.0-154-generic #161-Ubuntu SMP Fri Jul 30 13:04:17 UTC 2021 x86_64 x86_64 x86_64 GNU/Linux"/>
0009 <Info name="Dir" value="/mnt/f/sPHSimu/sPHENIX/MVA/TMVAClassification"/>
0010 <Info name="Training events" value="8000"/>
0011 <Info name="TrainingTime" value="9.46208000e-01"/>
0012 <Info name="AnalysisType" value="Classification"/>
0013 </GeneralInfo>
0014 <Options>
0015 <Option name="V" modified="Yes">False</Option>
0016 <Option name="VerbosityLevel" modified="No">Default</Option>
0017 <Option name="VarTransform" modified="No">None</Option>
0018 <Option name="H" modified="Yes">False</Option>
0019 <Option name="CreateMVAPdfs" modified="No">False</Option>
0020 <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
0021 <Option name="NTrees" modified="Yes">850</Option>
0022 <Option name="MaxDepth" modified="Yes">3</Option>
0023 <Option name="MinNodeSize" modified="Yes">2.5%</Option>
0024 <Option name="nCuts" modified="Yes">20</Option>
0025 <Option name="BoostType" modified="Yes">AdaBoost</Option>
0026 <Option name="AdaBoostR2Loss" modified="No">quadratic</Option>
0027 <Option name="UseBaggedBoost" modified="Yes">True</Option>
0028 <Option name="Shrinkage" modified="No">1.000000e+00</Option>
0029 <Option name="AdaBoostBeta" modified="Yes">5.000000e-01</Option>
0030 <Option name="UseRandomisedTrees" modified="No">False</Option>
0031 <Option name="UseNvars" modified="No">2</Option>
0032 <Option name="UsePoissonNvars" modified="No">True</Option>
0033 <Option name="BaggedSampleFraction" modified="Yes">5.000000e-01</Option>
0034 <Option name="UseYesNoLeaf" modified="No">True</Option>
0035 <Option name="NegWeightTreatment" modified="No">inverseboostnegweights</Option>
0036 <Option name="Css" modified="No">1.000000e+00</Option>
0037 <Option name="Cts_sb" modified="No">1.000000e+00</Option>
0038 <Option name="Ctb_ss" modified="No">1.000000e+00</Option>
0039 <Option name="Cbb" modified="No">1.000000e+00</Option>
0040 <Option name="NodePurityLimit" modified="No">5.000000e-01</Option>
0041 <Option name="SeparationType" modified="Yes">giniindex</Option>
0042 <Option name="RegressionLossFunctionBDTG" modified="No">huber</Option>
0043 <Option name="HuberQuantile" modified="No">7.000000e-01</Option>
0044 <Option name="DoBoostMonitor" modified="No">False</Option>
0045 <Option name="UseFisherCuts" modified="No">False</Option>
0046 <Option name="MinLinCorrForFisher" modified="No">8.000000e-01</Option>
0047 <Option name="UseExclusiveVars" modified="No">False</Option>
0048 <Option name="DoPreselection" modified="No">False</Option>
0049 <Option name="SigToBkgFraction" modified="No">1.000000e+00</Option>
0050 <Option name="PruneMethod" modified="No">nopruning</Option>
0051 <Option name="PruneStrength" modified="No">0.000000e+00</Option>
0052 <Option name="PruningValFraction" modified="No">5.000000e-01</Option>
0053 <Option name="SkipNormalization" modified="No">False</Option>
0054 <Option name="nEventsMin" modified="No">0</Option>
0055 <Option name="UseBaggedGrad" modified="No">False</Option>
0056 <Option name="GradBaggingFraction" modified="No">5.000000e-01</Option>
0057 <Option name="UseNTrainEvents" modified="No">0</Option>
0058 <Option name="NNodesMax" modified="No">0</Option>
0059 </Options>
0060 <Variables NVar="3">
0061 <Variable VarIndex="0" Expression="var1" Label="var1" Title="Variable 1" Unit="units" Internal="var1" Type="F" Min="1.93733047e-03" Max="3.72981930e+00"/>
0062 <Variable VarIndex="1" Expression="var2" Label="var2" Title="Variable 2" Unit="units" Internal="var2" Type="F" Min="2.83028610e-04" Max="9.99030304e+00"/>
0063 <Variable VarIndex="2" Expression="var3" Label="var3" Title="Variable 3" Unit="units" Internal="var3" Type="F" Min="3.65945630e-06" Max="1.99871960e+01"/>
0064 </Variables>
0065 <Spectators NSpec="2">
0066 <Spectator SpecIndex="0" Expression="var1*2" Label="spec1" Title="Spectator 1" Unit="units" Internal="spec1" Type="F" Min="3.87466094e-03" Max="7.45963860e+00"/>
0067 <Spectator SpecIndex="1" Expression="var1*3" Label="spec2" Title="Spectator 2" Unit="units" Internal="spec2" Type="F" Min="5.81199117e-03" Max="1.11894579e+01"/>
0068 </Spectators>
0069 <Classes NClass="2">
0070 <Class Name="Signal" Index="0"/>
0071 <Class Name="Background" Index="1"/>
0072 </Classes>
0073 <Transformations NTransformations="0"/>
0074 <MVAPdfs/>
0075 <Weights NTrees="850" AnalysisType="0">
0076 <BinaryTree type="DecisionTree" boostWeight="2.0674565967770890e+00" itree="0">
0077 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1432740688323975e-01" nType="0">
0078 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.7593128681182861e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.9078845977783203e-01" nType="1"/>
0079 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="5.0544244050979614e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2503284737467766e-02" nType="-1"/>
0080 </Node>
0081 </BinaryTree>
0082 <BinaryTree type="DecisionTree" boostWeight="1.6000767437045320e+00" itree="1">
0083 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3469371795654297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9907091259956360e-01" nType="0">
0084 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.6821599006652832e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1467171907424927e-01" nType="0">
0085 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.3496975898742676e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7035664319992065e-01" nType="1"/>
0086 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2521674036979675e-01" nType="-1"/>
0087 </Node>
0088 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.3029091954231262e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0750306546688080e-02" nType="-1"/>
0089 </Node>
0090 </BinaryTree>
0091 <BinaryTree type="DecisionTree" boostWeight="1.1841386214355709e+00" itree="2">
0092 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3485190868377686e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3171467781066895e-01" nType="0">
0093 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="8.3973509073257446e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8309329748153687e-01" nType="1"/>
0094 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.3182340860366821e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5772669613361359e-02" nType="0">
0095 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.7648258209228516e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8819486498832703e-01" nType="0">
0096 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6951975822448730e-01" nType="1"/>
0097 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0098 </Node>
0099 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.8339281082153320e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4550874046981335e-03" nType="-1"/>
0100 </Node>
0101 </Node>
0102 </BinaryTree>
0103 <BinaryTree type="DecisionTree" boostWeight="1.2861114390409842e+00" itree="3">
0104 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.3014681339263916e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5498478412628174e-01" nType="0">
0105 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.2651567347347736e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.9072343111038208e-01" nType="1"/>
0106 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.4406822323799133e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9813318550586700e-01" nType="0">
0107 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="6.9610983133316040e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7001243233680725e-01" nType="0">
0108 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9785698652267456e-01" nType="1"/>
0109 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7381578683853149e-01" nType="-1"/>
0110 </Node>
0111 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7439200878143311e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1023593135178089e-02" nType="-1"/>
0112 </Node>
0113 </Node>
0114 </BinaryTree>
0115 <BinaryTree type="DecisionTree" boostWeight="1.0119643961410993e+00" itree="4">
0116 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7594560384750366e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8943048715591431e-01" nType="0">
0117 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.3188750743865967e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1175866127014160e-01" nType="1"/>
0118 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.6340913772583008e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7027924954891205e-01" nType="0">
0119 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="6.5716344118118286e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5147336721420288e-01" nType="0">
0120 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7791426181793213e-01" nType="1"/>
0121 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8277323246002197e-01" nType="-1"/>
0122 </Node>
0123 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.8348989337682724e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0042553544044495e-02" nType="-1"/>
0124 </Node>
0125 </Node>
0126 </BinaryTree>
0127 <BinaryTree type="DecisionTree" boostWeight="1.4227014536761602e+00" itree="5">
0128 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8970768451690674e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0323176383972168e-01" nType="0">
0129 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.1626396179199219e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.9132645130157471e-01" nType="1"/>
0130 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.6510434150695801e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4115903675556183e-01" nType="0">
0131 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.6373238563537598e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7125875949859619e-01" nType="0">
0132 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3696228265762329e-01" nType="1"/>
0133 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0823900252580643e-01" nType="-1"/>
0134 </Node>
0135 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.8832486271858215e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8092753142118454e-02" nType="-1"/>
0136 </Node>
0137 </Node>
0138 </BinaryTree>
0139 <BinaryTree type="DecisionTree" boostWeight="1.1735876105100000e+00" itree="6">
0140 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2019681930541992e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5484950542449951e-01" nType="0">
0141 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="8.7273883819580078e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9961993694305420e-01" nType="1"/>
0142 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.6640275120735168e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0823851525783539e-02" nType="0">
0143 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.0072340369224548e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1176069974899292e-01" nType="0">
0144 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2388908863067627e-01" nType="1"/>
0145 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0935750603675842e-01" nType="-1"/>
0146 </Node>
0147 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0148 </Node>
0149 </Node>
0150 </BinaryTree>
0151 <BinaryTree type="DecisionTree" boostWeight="7.0582911372488988e-01" itree="7">
0152 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6626219153404236e-01" nType="0">
0153 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0263463258743286e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6399817466735840e-01" nType="0">
0154 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.3791439644992352e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.8765033483505249e-01" nType="1"/>
0155 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.6417109966278076e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1100825071334839e-01" nType="0">
0156 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0157 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6958875656127930e-01" nType="-1"/>
0158 </Node>
0159 </Node>
0160 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.6370371282100677e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1072461605072021e-01" nType="0">
0161 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.9032851457595825e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8357231020927429e-01" nType="0">
0162 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2938529253005981e-01" nType="1"/>
0163 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1422606706619263e-01" nType="-1"/>
0164 </Node>
0165 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0166 </Node>
0167 </Node>
0168 </BinaryTree>
0169 <BinaryTree type="DecisionTree" boostWeight="6.0144616355097102e-01" itree="8">
0170 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2979639768600464e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2967119812965393e-01" nType="0">
0171 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.2609485536813736e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4340896606445312e-01" nType="1"/>
0172 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="7.5249850749969482e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8131523728370667e-01" nType="-1"/>
0173 </Node>
0174 </BinaryTree>
0175 <BinaryTree type="DecisionTree" boostWeight="8.2994771219507024e-01" itree="9">
0176 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5436658859252930e-01" nType="0">
0177 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8356908112764359e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8471347093582153e-01" nType="1"/>
0178 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.5936654210090637e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8796699047088623e-01" nType="0">
0179 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="7.4980981647968292e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0334995985031128e-01" nType="0">
0180 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4650204181671143e-01" nType="1"/>
0181 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2415544092655182e-01" nType="-1"/>
0182 </Node>
0183 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="3.8076324462890625e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1360475420951843e-01" nType="0">
0184 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1584212779998779e-01" nType="1"/>
0185 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0186 </Node>
0187 </Node>
0188 </Node>
0189 </BinaryTree>
0190 <BinaryTree type="DecisionTree" boostWeight="4.9926670694051339e-01" itree="10">
0191 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1143157482147217e-01" nType="0">
0192 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.1451622247695923e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2735896110534668e-01" nType="1"/>
0193 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.0353394597768784e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2594031095504761e-01" nType="-1"/>
0194 </Node>
0195 </BinaryTree>
0196 <BinaryTree type="DecisionTree" boostWeight="6.7272403033215100e-01" itree="11">
0197 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.7966175079345703e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1131004095077515e-01" nType="0">
0198 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.8072218894958496e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8910530805587769e-01" nType="0">
0199 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.1965963840484619e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3090904951095581e-01" nType="0">
0200 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7871590852737427e-01" nType="1"/>
0201 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9580751061439514e-01" nType="-1"/>
0202 </Node>
0203 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.4699352979660034e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5985473394393921e-01" nType="-1"/>
0204 </Node>
0205 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0206 </Node>
0207 </BinaryTree>
0208 <BinaryTree type="DecisionTree" boostWeight="5.9618880426346810e-01" itree="12">
0209 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8970768451690674e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0773200988769531e-01" nType="0">
0210 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0251183509826660e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4065384864807129e-01" nType="0">
0211 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.1542298793792725e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3865664005279541e-01" nType="1"/>
0212 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.7998565435409546e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4259568452835083e-01" nType="0">
0213 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6234833002090454e-01" nType="1"/>
0214 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0836679935455322e-01" nType="-1"/>
0215 </Node>
0216 </Node>
0217 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.6036443114280701e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9909703135490417e-01" nType="0">
0218 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.2437744140625000e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6520456075668335e-01" nType="0">
0219 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1199306249618530e-01" nType="1"/>
0220 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5936993062496185e-01" nType="-1"/>
0221 </Node>
0222 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5177739858627319e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0021493732929230e-01" nType="-1"/>
0223 </Node>
0224 </Node>
0225 </BinaryTree>
0226 <BinaryTree type="DecisionTree" boostWeight="6.8010637364943327e-01" itree="13">
0227 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.5384056568145752e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5691552162170410e-01" nType="0">
0228 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.8638153076171875e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9501891136169434e-01" nType="1"/>
0229 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.8070890903472900e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8919454813003540e-01" nType="0">
0230 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.8457200527191162e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9577575922012329e-01" nType="0">
0231 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7728227376937866e-01" nType="1"/>
0232 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1312893033027649e-01" nType="-1"/>
0233 </Node>
0234 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.9656880199909210e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9360363259911537e-02" nType="-1"/>
0235 </Node>
0236 </Node>
0237 </BinaryTree>
0238 <BinaryTree type="DecisionTree" boostWeight="3.6872298634286943e-01" itree="14">
0239 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3789323568344116e-01" nType="0">
0240 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.1626396179199219e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2143723964691162e-01" nType="1"/>
0241 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.5235061645507812e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6815547347068787e-01" nType="0">
0242 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.3863974809646606e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8154462575912476e-01" nType="0">
0243 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1549801826477051e-01" nType="1"/>
0244 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9558842182159424e-01" nType="-1"/>
0245 </Node>
0246 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.1390378475189209e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9345234632492065e-01" nType="-1"/>
0247 </Node>
0248 </Node>
0249 </BinaryTree>
0250 <BinaryTree type="DecisionTree" boostWeight="7.2147987328592411e-01" itree="15">
0251 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6925845742225647e-01" nType="0">
0252 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.7935299873352051e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7599138021469116e-01" nType="1"/>
0253 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.5164227485656738e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5764209628105164e-01" nType="-1"/>
0254 </Node>
0255 </BinaryTree>
0256 <BinaryTree type="DecisionTree" boostWeight="2.4007185214252025e-01" itree="16">
0257 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.7774579524993896e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0481432676315308e-01" nType="0">
0258 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8024967908859253e-01" nType="1"/>
0259 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.9001059532165527e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8255604505538940e-01" nType="0">
0260 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.1606266498565674e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5748721361160278e-01" nType="0">
0261 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0639350414276123e-01" nType="1"/>
0262 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9073634147644043e-01" nType="-1"/>
0263 </Node>
0264 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.7076351046562195e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3448168039321899e-01" nType="-1"/>
0265 </Node>
0266 </Node>
0267 </BinaryTree>
0268 <BinaryTree type="DecisionTree" boostWeight="4.3398571902242533e-01" itree="17">
0269 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2847806215286255e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5609548091888428e-01" nType="0">
0270 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0387248992919922e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1782122850418091e-01" nType="1"/>
0271 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.0896099805831909e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9403586983680725e-01" nType="0">
0272 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.6614646911621094e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4072213172912598e-01" nType="0">
0273 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0169160366058350e-01" nType="1"/>
0274 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3144132494926453e-01" nType="-1"/>
0275 </Node>
0276 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0277 </Node>
0278 </Node>
0279 </BinaryTree>
0280 <BinaryTree type="DecisionTree" boostWeight="4.7112623340293597e-01" itree="18">
0281 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3828966617584229e-01" nType="0">
0282 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.7643332481384277e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3928397893905640e-01" nType="1"/>
0283 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.5660259425640106e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7341096997261047e-01" nType="0">
0284 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.0562884807586670e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1632854938507080e-01" nType="0">
0285 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1982761621475220e-01" nType="1"/>
0286 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5398435592651367e-01" nType="-1"/>
0287 </Node>
0288 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0289 </Node>
0290 </Node>
0291 </BinaryTree>
0292 <BinaryTree type="DecisionTree" boostWeight="5.3694334380500397e-01" itree="19">
0293 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7533257007598877e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1173651814460754e-01" nType="0">
0294 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2557536363601685e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1701673269271851e-01" nType="0">
0295 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.3777048587799072e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7324646711349487e-01" nType="1"/>
0296 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.0112298727035522e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6123391985893250e-01" nType="-1"/>
0297 </Node>
0298 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.4274559020996094e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8612115979194641e-01" nType="0">
0299 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0609035491943359e-01" nType="1"/>
0300 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.3551480770111084e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4429146945476532e-01" nType="-1"/>
0301 </Node>
0302 </Node>
0303 </BinaryTree>
0304 <BinaryTree type="DecisionTree" boostWeight="5.2160330586832093e-01" itree="20">
0305 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.7981808185577393e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3553497791290283e-01" nType="0">
0306 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.7919243872165680e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3046318292617798e-01" nType="0">
0307 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0696178674697876e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9345802068710327e-01" nType="0">
0308 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3735529184341431e-01" nType="1"/>
0309 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9726772904396057e-01" nType="-1"/>
0310 </Node>
0311 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="4.6888300776481628e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8398784995079041e-01" nType="0">
0312 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0801616907119751e-01" nType="1"/>
0313 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0314 </Node>
0315 </Node>
0316 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="8.4148254394531250e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9297449290752411e-01" nType="-1"/>
0317 </Node>
0318 </BinaryTree>
0319 <BinaryTree type="DecisionTree" boostWeight="4.0070098372620061e-01" itree="21">
0320 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="8.5647373199462891e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3354096412658691e-01" nType="0">
0321 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.7945551872253418e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9298908710479736e-01" nType="0">
0322 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.6299902200698853e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3613176345825195e-01" nType="1"/>
0323 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.4176340103149414e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3271375298500061e-01" nType="0">
0324 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0690991878509521e-01" nType="1"/>
0325 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3306210935115814e-01" nType="-1"/>
0326 </Node>
0327 </Node>
0328 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.5092617034912109e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5973813831806183e-01" nType="-1"/>
0329 </Node>
0330 </BinaryTree>
0331 <BinaryTree type="DecisionTree" boostWeight="7.6380623212900101e-01" itree="22">
0332 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6581754088401794e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2747193574905396e-01" nType="0">
0333 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.5795857906341553e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1681810617446899e-01" nType="0">
0334 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.8686276674270630e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5470576286315918e-01" nType="0">
0335 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3626961708068848e-01" nType="1"/>
0336 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8382050991058350e-01" nType="-1"/>
0337 </Node>
0338 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="5.4577555656433105e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6208903789520264e-01" nType="0">
0339 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0893003940582275e-01" nType="1"/>
0340 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2000321745872498e-01" nType="-1"/>
0341 </Node>
0342 </Node>
0343 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.8746369481086731e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9709175825119019e-01" nType="0">
0344 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.5445001721382141e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6647588014602661e-01" nType="0">
0345 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5826964378356934e-01" nType="1"/>
0346 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0347 </Node>
0348 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0349 </Node>
0350 </Node>
0351 </BinaryTree>
0352 <BinaryTree type="DecisionTree" boostWeight="4.8569233557014468e-01" itree="23">
0353 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0844395160675049e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1510149836540222e-01" nType="0">
0354 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0355 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.0812538266181946e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7558215856552124e-01" nType="0">
0356 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.5019165873527527e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1187596321105957e-01" nType="0">
0357 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2229700088500977e-01" nType="1"/>
0358 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5070404410362244e-01" nType="-1"/>
0359 </Node>
0360 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0361 </Node>
0362 </Node>
0363 </BinaryTree>
0364 <BinaryTree type="DecisionTree" boostWeight="4.0923923115976379e-01" itree="24">
0365 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2805111408233643e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8582682013511658e-01" nType="0">
0366 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.7790732383728027e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2100895643234253e-01" nType="0">
0367 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.1486480236053467e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0641841888427734e-01" nType="0">
0368 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0369 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1152876615524292e-01" nType="-1"/>
0370 </Node>
0371 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1643061637878418e-01" nType="1"/>
0372 </Node>
0373 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.6216621994972229e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3989309668540955e-01" nType="0">
0374 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.2473818063735962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5682734251022339e-01" nType="0">
0375 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3092544078826904e-01" nType="1"/>
0376 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5496571660041809e-01" nType="-1"/>
0377 </Node>
0378 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0379 </Node>
0380 </Node>
0381 </BinaryTree>
0382 <BinaryTree type="DecisionTree" boostWeight="5.9683203942282048e-01" itree="25">
0383 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.0350322723388672e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5669966936111450e-01" nType="0">
0384 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3516969680786133e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8475869894027710e-01" nType="0">
0385 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.1668362654745579e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9606658220291138e-01" nType="1"/>
0386 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.6881675720214844e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8829556107521057e-01" nType="0">
0387 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0334678888320923e-01" nType="1"/>
0388 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1721913814544678e-01" nType="-1"/>
0389 </Node>
0390 </Node>
0391 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.5268523693084717e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9538871943950653e-01" nType="0">
0392 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6879949569702148e-01" nType="1"/>
0393 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.6019214391708374e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3163204491138458e-01" nType="-1"/>
0394 </Node>
0395 </Node>
0396 </BinaryTree>
0397 <BinaryTree type="DecisionTree" boostWeight="6.2039887287060203e-01" itree="26">
0398 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6510249376296997e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4524856805801392e-01" nType="0">
0399 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.6325556039810181e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1630868911743164e-01" nType="0">
0400 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.0421138033270836e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2779989242553711e-01" nType="0">
0401 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3944982290267944e-01" nType="1"/>
0402 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6182186603546143e-01" nType="-1"/>
0403 </Node>
0404 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="5.2272722125053406e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2929657697677612e-01" nType="0">
0405 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1470606327056885e-01" nType="1"/>
0406 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2480028867721558e-01" nType="-1"/>
0407 </Node>
0408 </Node>
0409 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5000785589218140e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6813038587570190e-01" nType="0">
0410 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.1092318892478943e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9230569601058960e-01" nType="0">
0411 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3013160228729248e-01" nType="1"/>
0412 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0413 </Node>
0414 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.0256981551647186e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8363704681396484e-02" nType="-1"/>
0415 </Node>
0416 </Node>
0417 </BinaryTree>
0418 <BinaryTree type="DecisionTree" boostWeight="4.8073364325757922e-01" itree="27">
0419 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2430785298347473e-01" nType="0">
0420 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.5935508310794830e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9890568256378174e-01" nType="0">
0421 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9749697446823120e-01" nType="1"/>
0422 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.7165545616298914e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2892899513244629e-01" nType="0">
0423 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8459192514419556e-01" nType="1"/>
0424 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8955265879631042e-01" nType="-1"/>
0425 </Node>
0426 </Node>
0427 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.7172076702117920e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6128700375556946e-01" nType="0">
0428 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.0660859346389771e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3571264147758484e-01" nType="0">
0429 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1541175842285156e-01" nType="1"/>
0430 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2847026586532593e-01" nType="-1"/>
0431 </Node>
0432 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.2990656346082687e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8841017782688141e-02" nType="-1"/>
0433 </Node>
0434 </Node>
0435 </BinaryTree>
0436 <BinaryTree type="DecisionTree" boostWeight="4.7715364276219507e-01" itree="28">
0437 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.4368600845336914e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8959025740623474e-01" nType="0">
0438 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0743178129196167e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6345778703689575e-01" nType="0">
0439 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0440 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.2390203475952148e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2673339843750000e-01" nType="0">
0441 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3908743858337402e-01" nType="1"/>
0442 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2837659120559692e-01" nType="-1"/>
0443 </Node>
0444 </Node>
0445 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.2185513973236084e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8973364830017090e-01" nType="0">
0446 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8688635826110840e-01" nType="1"/>
0447 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.5356305241584778e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6819261014461517e-01" nType="-1"/>
0448 </Node>
0449 </Node>
0450 </BinaryTree>
0451 <BinaryTree type="DecisionTree" boostWeight="4.6965859989134023e-01" itree="29">
0452 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.9014863967895508e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6680232882499695e-01" nType="0">
0453 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.0947117805480957e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3251391649246216e-01" nType="0">
0454 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7955853939056396e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3985526561737061e-01" nType="1"/>
0455 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.9248178303241730e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9348039627075195e-01" nType="-1"/>
0456 </Node>
0457 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.3777048587799072e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4472852945327759e-01" nType="0">
0458 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="6.3360184431076050e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9865951538085938e-01" nType="0">
0459 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0460 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1910794377326965e-01" nType="-1"/>
0461 </Node>
0462 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.0557461977005005e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4494561553001404e-01" nType="0">
0463 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0464 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4344163239002228e-01" nType="-1"/>
0465 </Node>
0466 </Node>
0467 </Node>
0468 </BinaryTree>
0469 <BinaryTree type="DecisionTree" boostWeight="4.0550714093635604e-01" itree="30">
0470 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7356994152069092e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5755285024642944e-01" nType="0">
0471 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1302249431610107e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1618828773498535e-01" nType="0">
0472 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.4551187753677368e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0389884710311890e-01" nType="1"/>
0473 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1615778803825378e-01" nType="-1"/>
0474 </Node>
0475 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7588591575622559e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4719526767730713e-01" nType="0">
0476 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.2039742767810822e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5011514425277710e-01" nType="0">
0477 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2804023027420044e-01" nType="1"/>
0478 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0479 </Node>
0480 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.3699577152729034e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6776258647441864e-02" nType="-1"/>
0481 </Node>
0482 </Node>
0483 </BinaryTree>
0484 <BinaryTree type="DecisionTree" boostWeight="6.0333219063570676e-01" itree="31">
0485 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.6363108158111572e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5038163661956787e-01" nType="0">
0486 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3389201164245605e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2841975688934326e-01" nType="0">
0487 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7479642629623413e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3888435363769531e-01" nType="1"/>
0488 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.6591752767562866e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2560288310050964e-01" nType="0">
0489 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0490 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2674035429954529e-01" nType="-1"/>
0491 </Node>
0492 </Node>
0493 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.4701111912727356e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4117837846279144e-01" nType="-1"/>
0494 </Node>
0495 </BinaryTree>
0496 <BinaryTree type="DecisionTree" boostWeight="3.0632734222486291e-01" itree="32">
0497 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8242644071578979e-01" nType="0">
0498 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1443498134613037e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3791410326957703e-01" nType="0">
0499 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0500 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.6437096595764160e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1503578424453735e-01" nType="0">
0501 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0164771080017090e-01" nType="1"/>
0502 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0587738752365112e-01" nType="-1"/>
0503 </Node>
0504 </Node>
0505 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.7762855887413025e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0889596641063690e-01" nType="-1"/>
0506 </Node>
0507 </BinaryTree>
0508 <BinaryTree type="DecisionTree" boostWeight="7.1766182043198468e-01" itree="33">
0509 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5884337425231934e-01" nType="0">
0510 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.5981416925787926e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1571999788284302e-01" nType="0">
0511 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5999351739883423e-01" nType="1"/>
0512 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.7285518348217010e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5901905298233032e-01" nType="0">
0513 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8146427869796753e-01" nType="1"/>
0514 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4829326570034027e-01" nType="-1"/>
0515 </Node>
0516 </Node>
0517 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.0617037415504456e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4313132762908936e-01" nType="0">
0518 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.6258742809295654e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2476986646652222e-01" nType="0">
0519 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8197449445724487e-01" nType="1"/>
0520 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0521 </Node>
0522 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.4390298724174500e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8179639577865601e-01" nType="0">
0523 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0904219150543213e-01" nType="1"/>
0524 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7110881209373474e-01" nType="-1"/>
0525 </Node>
0526 </Node>
0527 </Node>
0528 </BinaryTree>
0529 <BinaryTree type="DecisionTree" boostWeight="3.1238821390093824e-01" itree="34">
0530 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0672011375427246e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3174055218696594e-01" nType="0">
0531 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0532 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.4276570320129395e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0375554561614990e-01" nType="0">
0533 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2223764657974243e-01" nType="1"/>
0534 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.0716781616210938e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7407815456390381e-01" nType="-1"/>
0535 </Node>
0536 </Node>
0537 </BinaryTree>
0538 <BinaryTree type="DecisionTree" boostWeight="7.0480176264509375e-01" itree="35">
0539 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8817195892333984e-01" nType="0">
0540 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3643546104431152e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1327245235443115e-01" nType="0">
0541 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7560105919837952e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7658417224884033e-01" nType="1"/>
0542 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.4548300504684448e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4264056682586670e-01" nType="0">
0543 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6612067222595215e-01" nType="1"/>
0544 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8171929121017456e-01" nType="-1"/>
0545 </Node>
0546 </Node>
0547 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8500163555145264e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3472663760185242e-01" nType="0">
0548 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.1014701128005981e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4369891285896301e-01" nType="0">
0549 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2734689712524414e-01" nType="1"/>
0550 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0551 </Node>
0552 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.2189841270446777e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0956291109323502e-01" nType="-1"/>
0553 </Node>
0554 </Node>
0555 </BinaryTree>
0556 <BinaryTree type="DecisionTree" boostWeight="5.7584150377843901e-01" itree="36">
0557 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177632570266724e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9925294518470764e-01" nType="0">
0558 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.9931331872940063e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0480451583862305e-01" nType="0">
0559 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.4605550765991211e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3804408311843872e-01" nType="0">
0560 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1848710775375366e-01" nType="1"/>
0561 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6897256970405579e-01" nType="-1"/>
0562 </Node>
0563 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8603574037551880e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1148329377174377e-01" nType="0">
0564 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8026748895645142e-01" nType="1"/>
0565 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5715474784374237e-02" nType="-1"/>
0566 </Node>
0567 </Node>
0568 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.7912089824676514e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5288870334625244e-01" nType="0">
0569 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.5538449883460999e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2616161704063416e-01" nType="0">
0570 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5538903474807739e-01" nType="1"/>
0571 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2168406248092651e-01" nType="-1"/>
0572 </Node>
0573 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.8343158960342407e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7502614855766296e-01" nType="-1"/>
0574 </Node>
0575 </Node>
0576 </BinaryTree>
0577 <BinaryTree type="DecisionTree" boostWeight="3.4728412606757358e-01" itree="37">
0578 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6605247259140015e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6060069799423218e-01" nType="0">
0579 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.3369717597961426e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0321950912475586e-01" nType="0">
0580 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.6030767709016800e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3211103677749634e-01" nType="1"/>
0581 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4205361604690552e-01" nType="-1"/>
0582 </Node>
0583 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.7712517380714417e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2963767051696777e-01" nType="0">
0584 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.8720065951347351e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1389920711517334e-01" nType="0">
0585 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4862740039825439e-01" nType="1"/>
0586 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5546332597732544e-01" nType="-1"/>
0587 </Node>
0588 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0589 </Node>
0590 </Node>
0591 </BinaryTree>
0592 <BinaryTree type="DecisionTree" boostWeight="6.4437092968306764e-01" itree="38">
0593 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4954949617385864e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3354028463363647e-01" nType="0">
0594 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8051160871982574e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0302358865737915e-01" nType="0">
0595 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.3664258718490601e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2933548688888550e-01" nType="1"/>
0596 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.0231699943542480e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1220709383487701e-01" nType="-1"/>
0597 </Node>
0598 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.6170872747898102e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8072348237037659e-01" nType="0">
0599 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1704356670379639e-01" nType="1"/>
0600 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.3298180103302002e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9304281473159790e-01" nType="-1"/>
0601 </Node>
0602 </Node>
0603 </BinaryTree>
0604 <BinaryTree type="DecisionTree" boostWeight="4.6383418256810693e-01" itree="39">
0605 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5697370767593384e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7929233312606812e-01" nType="0">
0606 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.3690457046031952e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1932984590530396e-01" nType="0">
0607 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8017413616180420e-01" nType="1"/>
0608 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.4123891592025757e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3100759387016296e-01" nType="0">
0609 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3986611366271973e-01" nType="1"/>
0610 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8618931770324707e-01" nType="-1"/>
0611 </Node>
0612 </Node>
0613 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.7223941683769226e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2962285578250885e-01" nType="-1"/>
0614 </Node>
0615 </BinaryTree>
0616 <BinaryTree type="DecisionTree" boostWeight="4.9179106294347336e-01" itree="40">
0617 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2978199720382690e-01" nType="0">
0618 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8933940678834915e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6003416776657104e-01" nType="1"/>
0619 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.5659446716308594e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3552377820014954e-01" nType="0">
0620 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.4423172473907471e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9391174316406250e-01" nType="0">
0621 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3225331306457520e-01" nType="1"/>
0622 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8479396700859070e-01" nType="-1"/>
0623 </Node>
0624 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.3468558311462402e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3710426688194275e-02" nType="-1"/>
0625 </Node>
0626 </Node>
0627 </BinaryTree>
0628 <BinaryTree type="DecisionTree" boostWeight="5.3115524514581625e-01" itree="41">
0629 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8344302177429199e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6183466911315918e-01" nType="0">
0630 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.6939568519592285e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0148239135742188e-01" nType="0">
0631 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.8693159818649292e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2065860033035278e-01" nType="0">
0632 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0116283893585205e-01" nType="1"/>
0633 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9287695288658142e-01" nType="-1"/>
0634 </Node>
0635 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.4639061927795410e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2596155703067780e-01" nType="-1"/>
0636 </Node>
0637 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.0232353210449219e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0024387836456299e-01" nType="0">
0638 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7163578867912292e-01" nType="0">
0639 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2623858451843262e-01" nType="1"/>
0640 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4016566574573517e-01" nType="-1"/>
0641 </Node>
0642 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4440816640853882e-02" nType="-1"/>
0643 </Node>
0644 </Node>
0645 </BinaryTree>
0646 <BinaryTree type="DecisionTree" boostWeight="4.9269691761073897e-01" itree="42">
0647 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.7599825263023376e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4365825653076172e-01" nType="0">
0648 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3616907596588135e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5917900800704956e-01" nType="0">
0649 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.9675645977258682e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3886320590972900e-01" nType="0">
0650 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0089467763900757e-01" nType="1"/>
0651 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3304151296615601e-01" nType="-1"/>
0652 </Node>
0653 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.6597619056701660e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6225325465202332e-01" nType="0">
0654 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3763946294784546e-01" nType="1"/>
0655 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4207230508327484e-01" nType="-1"/>
0656 </Node>
0657 </Node>
0658 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0659 </Node>
0660 </BinaryTree>
0661 <BinaryTree type="DecisionTree" boostWeight="4.0714401786657145e-01" itree="43">
0662 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.6972703933715820e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5727231502532959e-01" nType="0">
0663 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7116298675537109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9795099496841431e-01" nType="0">
0664 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.1936169862747192e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4789450168609619e-01" nType="0">
0665 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6895085573196411e-01" nType="1"/>
0666 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1037464737892151e-01" nType="-1"/>
0667 </Node>
0668 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.5474547445774078e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4326779842376709e-01" nType="0">
0669 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9977062940597534e-01" nType="1"/>
0670 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3413327336311340e-01" nType="-1"/>
0671 </Node>
0672 </Node>
0673 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5200641632080078e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7569338679313660e-01" nType="0">
0674 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8263778686523438e-01" nType="1"/>
0675 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1584626197814941e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9049379229545593e-01" nType="-1"/>
0676 </Node>
0677 </Node>
0678 </BinaryTree>
0679 <BinaryTree type="DecisionTree" boostWeight="4.0152624858334146e-01" itree="44">
0680 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035472869873047e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4318487644195557e-01" nType="0">
0681 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.8984829187393188e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7897760868072510e-01" nType="0">
0682 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0683 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.1333993971347809e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9628939628601074e-01" nType="0">
0684 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3402676582336426e-01" nType="1"/>
0685 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0914769172668457e-01" nType="-1"/>
0686 </Node>
0687 </Node>
0688 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.9285712838172913e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0412902832031250e-01" nType="0">
0689 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.3087043315172195e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7937121987342834e-01" nType="0">
0690 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4886963367462158e-01" nType="1"/>
0691 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1527906060218811e-01" nType="-1"/>
0692 </Node>
0693 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.0763368606567383e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1946973204612732e-01" nType="-1"/>
0694 </Node>
0695 </Node>
0696 </BinaryTree>
0697 <BinaryTree type="DecisionTree" boostWeight="3.9520015617377596e-01" itree="45">
0698 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7581896781921387e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4368922710418701e-01" nType="0">
0699 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.4910690307617188e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1776030063629150e-01" nType="0">
0700 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0559277534484863e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1744090318679810e-01" nType="1"/>
0701 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4014948308467865e-01" nType="-1"/>
0702 </Node>
0703 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.5697370767593384e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8912340998649597e-01" nType="0">
0704 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0017155408859253e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3267855048179626e-01" nType="0">
0705 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1897222995758057e-01" nType="1"/>
0706 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8331362605094910e-01" nType="-1"/>
0707 </Node>
0708 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0709 </Node>
0710 </Node>
0711 </BinaryTree>
0712 <BinaryTree type="DecisionTree" boostWeight="3.5448239364681394e-01" itree="46">
0713 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8553180694580078e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4804748296737671e-01" nType="0">
0714 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7114063501358032e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1640024185180664e-01" nType="0">
0715 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0071450471878052e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6230565309524536e-01" nType="1"/>
0716 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.0632563531398773e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1707298159599304e-01" nType="-1"/>
0717 </Node>
0718 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.6269716024398804e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6874417066574097e-01" nType="0">
0719 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3838449716567993e-01" nType="1"/>
0720 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.3039538264274597e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8287929296493530e-02" nType="-1"/>
0721 </Node>
0722 </Node>
0723 </BinaryTree>
0724 <BinaryTree type="DecisionTree" boostWeight="6.3215587027077125e-01" itree="47">
0725 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035469293594360e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4083275794982910e-01" nType="0">
0726 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.3485190868377686e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4748489856719971e-01" nType="0">
0727 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.1587373018264771e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4004977941513062e-01" nType="0">
0728 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5231459140777588e-01" nType="1"/>
0729 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0513446629047394e-01" nType="-1"/>
0730 </Node>
0731 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.7702112793922424e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9284163713455200e-01" nType="0">
0732 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1642321348190308e-01" nType="1"/>
0733 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4067918956279755e-01" nType="-1"/>
0734 </Node>
0735 </Node>
0736 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.0929058194160461e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2992767691612244e-01" nType="0">
0737 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="4.5626066625118256e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7743219137191772e-01" nType="0">
0738 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2278076410293579e-01" nType="1"/>
0739 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9438382387161255e-01" nType="-1"/>
0740 </Node>
0741 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0742 </Node>
0743 </Node>
0744 </BinaryTree>
0745 <BinaryTree type="DecisionTree" boostWeight="4.6630280099630372e-01" itree="48">
0746 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6563193202018738e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4765850305557251e-01" nType="0">
0747 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3977495022118092e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2570589780807495e-01" nType="0">
0748 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.6411708593368530e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8177294731140137e-01" nType="1"/>
0749 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.2314866073429585e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2180075645446777e-01" nType="0">
0750 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4595299959182739e-01" nType="1"/>
0751 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6559304296970367e-01" nType="-1"/>
0752 </Node>
0753 </Node>
0754 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.4492381811141968e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1295739710330963e-01" nType="0">
0755 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6395270824432373e-01" nType="1"/>
0756 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.4474822282791138e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0177797824144363e-01" nType="-1"/>
0757 </Node>
0758 </Node>
0759 </BinaryTree>
0760 <BinaryTree type="DecisionTree" boostWeight="4.0792874157562736e-01" itree="49">
0761 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6628740429878235e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1837319135665894e-01" nType="0">
0762 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.9014901518821716e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8252018690109253e-01" nType="0">
0763 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8660128116607666e-01" nType="1"/>
0764 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="8.6996294558048248e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8538365960121155e-01" nType="0">
0765 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4269012212753296e-01" nType="1"/>
0766 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2393148541450500e-01" nType="-1"/>
0767 </Node>
0768 </Node>
0769 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.8840151429176331e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0397205650806427e-01" nType="-1"/>
0770 </Node>
0771 </BinaryTree>
0772 <BinaryTree type="DecisionTree" boostWeight="4.9999617985051703e-01" itree="50">
0773 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0341016054153442e-01" nType="0">
0774 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1230715513229370e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3471657037734985e-01" nType="0">
0775 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0776 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.8006534576416016e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0722273588180542e-01" nType="0">
0777 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6980499029159546e-01" nType="1"/>
0778 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2865610122680664e-01" nType="-1"/>
0779 </Node>
0780 </Node>
0781 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.5455790162086487e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4546929597854614e-01" nType="0">
0782 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.8729903697967529e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5260008573532104e-01" nType="0">
0783 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2097393274307251e-01" nType="1"/>
0784 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4442364275455475e-01" nType="-1"/>
0785 </Node>
0786 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1588047444820404e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8271012604236603e-01" nType="-1"/>
0787 </Node>
0788 </Node>
0789 </BinaryTree>
0790 <BinaryTree type="DecisionTree" boostWeight="5.8209325797730505e-01" itree="51">
0791 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1235013008117676e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3351706266403198e-01" nType="0">
0792 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3069279193878174e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0164668560028076e-01" nType="0">
0793 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.9838185310363770e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0408477783203125e-01" nType="1"/>
0794 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8798363208770752e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8512997627258301e-01" nType="0">
0795 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8296276330947876e-01" nType="1"/>
0796 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0734443068504333e-01" nType="-1"/>
0797 </Node>
0798 </Node>
0799 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5164197683334351e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9757317304611206e-01" nType="0">
0800 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.7891046404838562e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7608515024185181e-01" nType="0">
0801 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5945369005203247e-01" nType="1"/>
0802 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2562544643878937e-01" nType="-1"/>
0803 </Node>
0804 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.2918682098388672e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8132745623588562e-01" nType="0">
0805 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0551624298095703e-01" nType="1"/>
0806 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8287223577499390e-01" nType="-1"/>
0807 </Node>
0808 </Node>
0809 </Node>
0810 </BinaryTree>
0811 <BinaryTree type="DecisionTree" boostWeight="5.8833992423060988e-01" itree="52">
0812 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9496373534202576e-01" nType="0">
0813 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8675523996353149e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3704119920730591e-01" nType="1"/>
0814 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.7653993964195251e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0922382473945618e-01" nType="0">
0815 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.0441672205924988e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3101903796195984e-01" nType="0">
0816 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3823835849761963e-01" nType="1"/>
0817 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0109208822250366e-01" nType="-1"/>
0818 </Node>
0819 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0820 </Node>
0821 </Node>
0822 </BinaryTree>
0823 <BinaryTree type="DecisionTree" boostWeight="1.9926723972157612e-01" itree="53">
0824 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.5228341102600098e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8158612847328186e-01" nType="0">
0825 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.2347980737686157e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9053177237510681e-01" nType="0">
0826 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7543517947196960e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7456624507904053e-01" nType="0">
0827 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3650184869766235e-01" nType="1"/>
0828 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2863401770591736e-01" nType="-1"/>
0829 </Node>
0830 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.1020011901855469e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4333979487419128e-01" nType="0">
0831 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1698499917984009e-01" nType="1"/>
0832 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4271529316902161e-01" nType="-1"/>
0833 </Node>
0834 </Node>
0835 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4594895541667938e-02" nType="-1"/>
0836 </Node>
0837 </BinaryTree>
0838 <BinaryTree type="DecisionTree" boostWeight="2.6024501414656442e-01" itree="54">
0839 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2806464433670044e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3701800107955933e-01" nType="0">
0840 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.4425952434539795e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4914962053298950e-01" nType="0">
0841 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0842 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.9284084439277649e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0281300544738770e-01" nType="0">
0843 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8292709589004517e-01" nType="1"/>
0844 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8225930333137512e-01" nType="-1"/>
0845 </Node>
0846 </Node>
0847 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.3934801816940308e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9082183837890625e-01" nType="0">
0848 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7798247337341309e-01" nType="1"/>
0849 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.7106308937072754e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3637111783027649e-01" nType="-1"/>
0850 </Node>
0851 </Node>
0852 </BinaryTree>
0853 <BinaryTree type="DecisionTree" boostWeight="6.9468582407371826e-01" itree="55">
0854 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6563193202018738e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2310955524444580e-01" nType="0">
0855 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.9026196002960205e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9406006336212158e-01" nType="0">
0856 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.3186421394348145e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4507290124893188e-01" nType="1"/>
0857 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1986687779426575e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8805481791496277e-01" nType="0">
0858 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3294630050659180e-01" nType="1"/>
0859 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9683329761028290e-01" nType="-1"/>
0860 </Node>
0861 </Node>
0862 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0863 </Node>
0864 </BinaryTree>
0865 <BinaryTree type="DecisionTree" boostWeight="2.9609377620206523e-01" itree="56">
0866 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0412905216217041e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4898363351821899e-01" nType="0">
0867 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0868 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.2022979259490967e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3094106912612915e-01" nType="0">
0869 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3361732959747314e-01" nType="1"/>
0870 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="8.8324896991252899e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1414483785629272e-01" nType="0">
0871 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9421505928039551e-01" nType="1"/>
0872 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2097812891006470e-01" nType="-1"/>
0873 </Node>
0874 </Node>
0875 </Node>
0876 </BinaryTree>
0877 <BinaryTree type="DecisionTree" boostWeight="4.8978955932422935e-01" itree="57">
0878 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.4489442110061646e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3757003545761108e-01" nType="0">
0879 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.4183391332626343e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3238424062728882e-01" nType="1"/>
0880 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.0758011341094971e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1842218935489655e-01" nType="0">
0881 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.2016587853431702e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8804393410682678e-01" nType="0">
0882 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3838905096054077e-01" nType="1"/>
0883 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
0884 </Node>
0885 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.8487964570522308e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3077741861343384e-01" nType="-1"/>
0886 </Node>
0887 </Node>
0888 </BinaryTree>
0889 <BinaryTree type="DecisionTree" boostWeight="3.1863579120273156e-01" itree="58">
0890 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="8.5647373199462891e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7605794668197632e-01" nType="0">
0891 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.6145275831222534e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2480852603912354e-01" nType="0">
0892 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.0247980356216431e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1802663803100586e-01" nType="1"/>
0893 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.3469371795654297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2780151963233948e-01" nType="-1"/>
0894 </Node>
0895 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.0747493743896484e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0020474493503571e-01" nType="0">
0896 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3840701103210449e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5407882928848267e-01" nType="0">
0897 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8513391017913818e-01" nType="1"/>
0898 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6945736110210419e-01" nType="-1"/>
0899 </Node>
0900 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1823222786188126e-03" nType="-1"/>
0901 </Node>
0902 </Node>
0903 </BinaryTree>
0904 <BinaryTree type="DecisionTree" boostWeight="3.8188923521036688e-01" itree="59">
0905 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6461606025695801e-01" nType="0">
0906 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3914729356765747e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9458798170089722e-01" nType="0">
0907 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.5343288481235504e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0849192142486572e-01" nType="1"/>
0908 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.4436061680316925e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9521324038505554e-01" nType="0">
0909 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0910 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9260217547416687e-01" nType="-1"/>
0911 </Node>
0912 </Node>
0913 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.7518870234489441e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2608595490455627e-01" nType="-1"/>
0914 </Node>
0915 </BinaryTree>
0916 <BinaryTree type="DecisionTree" boostWeight="4.5620320753682031e-01" itree="60">
0917 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.8894927501678467e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0157809853553772e-01" nType="0">
0918 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.3469371795654297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1736730337142944e-01" nType="0">
0919 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.2987980395555496e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9055858850479126e-01" nType="1"/>
0920 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.0455663800239563e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8454699516296387e-01" nType="0">
0921 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8774405717849731e-01" nType="1"/>
0922 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8617133796215057e-01" nType="-1"/>
0923 </Node>
0924 </Node>
0925 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.0440362930297852e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2215007245540619e-01" nType="0">
0926 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4027318000793457e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9307757616043091e-01" nType="0">
0927 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0856099128723145e-01" nType="1"/>
0928 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1084055304527283e-01" nType="-1"/>
0929 </Node>
0930 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.5323467254638672e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5619884431362152e-01" nType="-1"/>
0931 </Node>
0932 </Node>
0933 </BinaryTree>
0934 <BinaryTree type="DecisionTree" boostWeight="2.9683201426814926e-01" itree="61">
0935 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4563931226730347e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2007699012756348e-01" nType="0">
0936 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.2363573312759399e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2860852479934692e-01" nType="0">
0937 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.4538767337799072e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5900759696960449e-01" nType="0">
0938 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7491270303726196e-01" nType="1"/>
0939 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1720306873321533e-01" nType="-1"/>
0940 </Node>
0941 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.3236780166625977e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4983150959014893e-01" nType="1"/>
0942 </Node>
0943 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.0429863333702087e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2768597602844238e-01" nType="0">
0944 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6585463285446167e-01" nType="1"/>
0945 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.6430025994777679e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8335594534873962e-01" nType="0">
0946 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5220460891723633e-01" nType="1"/>
0947 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1391453742980957e-01" nType="-1"/>
0948 </Node>
0949 </Node>
0950 </Node>
0951 </BinaryTree>
0952 <BinaryTree type="DecisionTree" boostWeight="4.4640598889143202e-01" itree="62">
0953 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="6.6614637374877930e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9779120683670044e-01" nType="0">
0954 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3465280532836914e-01" nType="0">
0955 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.3951371908187866e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9389383196830750e-01" nType="0">
0956 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7195705175399780e-01" nType="1"/>
0957 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4637863636016846e-01" nType="-1"/>
0958 </Node>
0959 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2209757231175900e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2464703917503357e-01" nType="0">
0960 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7924875020980835e-01" nType="1"/>
0961 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0072706639766693e-01" nType="-1"/>
0962 </Node>
0963 </Node>
0964 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.8666963577270508e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7428724467754364e-01" nType="-1"/>
0965 </Node>
0966 </BinaryTree>
0967 <BinaryTree type="DecisionTree" boostWeight="2.7201437450192506e-01" itree="63">
0968 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0844395160675049e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4106176495552063e-01" nType="0">
0969 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
0970 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0326716899871826e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2093431949615479e-01" nType="0">
0971 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.3415802717208862e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4915026426315308e-01" nType="0">
0972 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1767936944961548e-01" nType="1"/>
0973 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2239224910736084e-01" nType="-1"/>
0974 </Node>
0975 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7657823860645294e-01" nType="-1"/>
0976 </Node>
0977 </Node>
0978 </BinaryTree>
0979 <BinaryTree type="DecisionTree" boostWeight="4.4550394540983296e-01" itree="64">
0980 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6511870622634888e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5212820172309875e-01" nType="0">
0981 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.9007510989904404e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0048255920410156e-01" nType="0">
0982 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2667551040649414e-01" nType="1"/>
0983 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.3678755387663841e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4988808631896973e-01" nType="-1"/>
0984 </Node>
0985 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.4391224980354309e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1725292354822159e-02" nType="-1"/>
0986 </Node>
0987 </BinaryTree>
0988 <BinaryTree type="DecisionTree" boostWeight="5.2793804258979005e-01" itree="65">
0989 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.1924344301223755e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8785146474838257e-01" nType="0">
0990 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.3777048587799072e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1861052513122559e-01" nType="1"/>
0991 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.8070878982543945e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8663217127323151e-01" nType="-1"/>
0992 </Node>
0993 </BinaryTree>
0994 <BinaryTree type="DecisionTree" boostWeight="4.0199994455754867e-01" itree="66">
0995 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1444495320320129e-01" nType="0">
0996 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1439545154571533e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7382068634033203e-01" nType="0">
0997 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.2505273818969727e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2420961856842041e-01" nType="0">
0998 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6774570941925049e-01" nType="1"/>
0999 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9545875787734985e-01" nType="-1"/>
1000 </Node>
1001 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0278935134410858e-01" nType="-1"/>
1002 </Node>
1003 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.8912750482559204e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9506837427616119e-01" nType="-1"/>
1004 </Node>
1005 </BinaryTree>
1006 <BinaryTree type="DecisionTree" boostWeight="4.0398770176841292e-01" itree="67">
1007 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0543708801269531e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4748872518539429e-01" nType="0">
1008 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1009 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9000135660171509e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2115315794944763e-01" nType="0">
1010 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="4.7267994284629822e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1925158500671387e-01" nType="0">
1011 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7395875453948975e-01" nType="1"/>
1012 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1013 </Node>
1014 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.0498352050781250e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0009770393371582e-01" nType="0">
1015 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4025080204010010e-01" nType="1"/>
1016 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1881562471389771e-01" nType="-1"/>
1017 </Node>
1018 </Node>
1019 </Node>
1020 </BinaryTree>
1021 <BinaryTree type="DecisionTree" boostWeight="3.0807644494196795e-01" itree="68">
1022 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035472869873047e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6815973520278931e-01" nType="0">
1023 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7668764591217041e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5208158493041992e-01" nType="0">
1024 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.6888089179992676e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3415014743804932e-01" nType="0">
1025 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6332014799118042e-01" nType="1"/>
1026 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3234413862228394e-01" nType="-1"/>
1027 </Node>
1028 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0093055367469788e-01" nType="-1"/>
1029 </Node>
1030 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.5819342732429504e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2607659101486206e-01" nType="0">
1031 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8750330805778503e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2925682067871094e-01" nType="0">
1032 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6629689931869507e-01" nType="1"/>
1033 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3858191967010498e-01" nType="-1"/>
1034 </Node>
1035 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.3094784021377563e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6485010385513306e-01" nType="-1"/>
1036 </Node>
1037 </Node>
1038 </BinaryTree>
1039 <BinaryTree type="DecisionTree" boostWeight="2.4577658018751797e-01" itree="69">
1040 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.4764742255210876e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8322492837905884e-01" nType="0">
1041 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.3446433246135712e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0111949443817139e-01" nType="0">
1042 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.8528961539268494e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6874011754989624e-01" nType="1"/>
1043 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.2608954459428787e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7757330536842346e-01" nType="0">
1044 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6595009565353394e-01" nType="1"/>
1045 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7259948253631592e-01" nType="-1"/>
1046 </Node>
1047 </Node>
1048 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5115813910961151e-01" nType="-1"/>
1049 </Node>
1050 </BinaryTree>
1051 <BinaryTree type="DecisionTree" boostWeight="4.6419900407382980e-01" itree="70">
1052 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.7641522884368896e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7977909445762634e-01" nType="0">
1053 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.5945909023284912e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4822127819061279e-01" nType="0">
1054 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2063961029052734e-01" nType="1"/>
1055 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1056 </Node>
1057 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.7508169412612915e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8407310843467712e-01" nType="0">
1058 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.3903753161430359e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0855946540832520e-01" nType="0">
1059 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7149618864059448e-01" nType="1"/>
1060 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4301006495952606e-01" nType="-1"/>
1061 </Node>
1062 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.0446054637432098e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7071371674537659e-01" nType="-1"/>
1063 </Node>
1064 </Node>
1065 </BinaryTree>
1066 <BinaryTree type="DecisionTree" boostWeight="4.5871639106561374e-01" itree="71">
1067 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0838913917541504e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8137659430503845e-01" nType="0">
1068 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1069 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.1995983123779297e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5850724577903748e-01" nType="0">
1070 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.5239431262016296e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2993530035018921e-01" nType="0">
1071 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3193649053573608e-01" nType="1"/>
1072 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0359541475772858e-01" nType="-1"/>
1073 </Node>
1074 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.4214293956756592e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8121829032897949e-01" nType="-1"/>
1075 </Node>
1076 </Node>
1077 </BinaryTree>
1078 <BinaryTree type="DecisionTree" boostWeight="2.1704440981775630e-01" itree="72">
1079 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="8.5027046203613281e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9209204316139221e-01" nType="0">
1080 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.2995107173919678e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3492230176925659e-01" nType="0">
1081 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0404496192932129e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9025602340698242e-01" nType="1"/>
1082 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="4.8804131150245667e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8642507195472717e-01" nType="0">
1083 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1169717311859131e-01" nType="1"/>
1084 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7554144859313965e-01" nType="-1"/>
1085 </Node>
1086 </Node>
1087 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.3387329101562500e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6567396968603134e-02" nType="-1"/>
1088 </Node>
1089 </BinaryTree>
1090 <BinaryTree type="DecisionTree" boostWeight="2.9296092013570035e-01" itree="73">
1091 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1220070123672485e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5396592617034912e-01" nType="0">
1092 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1451622247695923e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6350793838500977e-01" nType="0">
1093 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0013699531555176e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1570783853530884e-01" nType="1"/>
1094 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8468244671821594e-01" nType="-1"/>
1095 </Node>
1096 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="5.7106308937072754e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5090445876121521e-01" nType="0">
1097 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3557950258255005e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7805991768836975e-01" nType="0">
1098 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3327339887619019e-01" nType="1"/>
1099 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8569536805152893e-01" nType="-1"/>
1100 </Node>
1101 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1102 </Node>
1103 </Node>
1104 </BinaryTree>
1105 <BinaryTree type="DecisionTree" boostWeight="6.1179438867242220e-01" itree="74">
1106 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8970768451690674e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5165295004844666e-01" nType="0">
1107 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.1594980731606483e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8802672624588013e-01" nType="0">
1108 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="5.3498186171054840e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4970515966415405e-01" nType="1"/>
1109 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5421410799026489e-01" nType="-1"/>
1110 </Node>
1111 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.5551438331604004e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4305875599384308e-01" nType="-1"/>
1112 </Node>
1113 </BinaryTree>
1114 <BinaryTree type="DecisionTree" boostWeight="5.2383173813975381e-01" itree="75">
1115 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3469371795654297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9744498729705811e-01" nType="0">
1116 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8657714128494263e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8791840076446533e-01" nType="0">
1117 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.1602331399917603e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9606697559356689e-01" nType="0">
1118 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5313305854797363e-01" nType="1"/>
1119 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9835515618324280e-01" nType="-1"/>
1120 </Node>
1121 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.3999166488647461e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2510390281677246e-01" nType="0">
1122 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5906367301940918e-01" nType="1"/>
1123 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1776242554187775e-01" nType="-1"/>
1124 </Node>
1125 </Node>
1126 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.8553192615509033e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1236836686730385e-02" nType="-1"/>
1127 </Node>
1128 </BinaryTree>
1129 <BinaryTree type="DecisionTree" boostWeight="3.1720230951811551e-01" itree="76">
1130 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="6.6132154464721680e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9840295314788818e-01" nType="0">
1131 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.1244838237762451e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2185130119323730e-01" nType="0">
1132 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.2068533897399902e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7687108516693115e-01" nType="0">
1133 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6973947286605835e-01" nType="1"/>
1134 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0078896880149841e-01" nType="-1"/>
1135 </Node>
1136 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.8833367824554443e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6249139308929443e-01" nType="0">
1137 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8839457035064697e-01" nType="1"/>
1138 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2301839590072632e-01" nType="-1"/>
1139 </Node>
1140 </Node>
1141 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.7748937606811523e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6849526166915894e-01" nType="-1"/>
1142 </Node>
1143 </BinaryTree>
1144 <BinaryTree type="DecisionTree" boostWeight="3.8867357709420275e-01" itree="77">
1145 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8459360599517822e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2418216466903687e-01" nType="0">
1146 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="8.9198404550552368e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1518884897232056e-01" nType="1"/>
1147 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.6141734123229980e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6067973375320435e-01" nType="0">
1148 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.1649162769317627e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0882347822189331e-01" nType="0">
1149 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0905377864837646e-01" nType="1"/>
1150 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9558219313621521e-01" nType="-1"/>
1151 </Node>
1152 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.0561656951904297e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2087834775447845e-01" nType="-1"/>
1153 </Node>
1154 </Node>
1155 </BinaryTree>
1156 <BinaryTree type="DecisionTree" boostWeight="4.2396902550046850e-01" itree="78">
1157 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.3462533950805664e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9211803078651428e-01" nType="0">
1158 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.8331991508603096e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9847050905227661e-01" nType="0">
1159 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7987921237945557e-01" nType="1"/>
1160 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="6.2990663573145866e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1759469509124756e-01" nType="0">
1161 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4963492155075073e-01" nType="1"/>
1162 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3576535582542419e-01" nType="-1"/>
1163 </Node>
1164 </Node>
1165 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5000785589218140e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5610201954841614e-01" nType="0">
1166 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.5677284002304077e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2214559316635132e-01" nType="0">
1167 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0041372776031494e-01" nType="1"/>
1168 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7653251886367798e-01" nType="-1"/>
1169 </Node>
1170 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.5775012969970703e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9407373666763306e-01" nType="-1"/>
1171 </Node>
1172 </Node>
1173 </BinaryTree>
1174 <BinaryTree type="DecisionTree" boostWeight="4.6706649775376330e-01" itree="79">
1175 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8369119167327881e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9443280696868896e-01" nType="0">
1176 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.0929726362228394e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1471349000930786e-01" nType="0">
1177 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.6799315214157104e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2513133287429810e-01" nType="0">
1178 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1256207227706909e-01" nType="1"/>
1179 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7235226631164551e-01" nType="-1"/>
1180 </Node>
1181 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.4589931368827820e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2537292242050171e-01" nType="0">
1182 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4522212743759155e-01" nType="1"/>
1183 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4316050410270691e-01" nType="-1"/>
1184 </Node>
1185 </Node>
1186 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.9976784288883209e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3984929919242859e-01" nType="0">
1187 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6108622550964355e-01" nType="1"/>
1188 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.8492647409439087e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5240070223808289e-01" nType="-1"/>
1189 </Node>
1190 </Node>
1191 </BinaryTree>
1192 <BinaryTree type="DecisionTree" boostWeight="4.7688285731832664e-01" itree="80">
1193 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8990211486816406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0619643926620483e-01" nType="0">
1194 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.0505582094192505e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9683643579483032e-01" nType="0">
1195 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1196 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.1624851226806641e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9081584215164185e-01" nType="0">
1197 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8943411111831665e-01" nType="1"/>
1198 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1478527188301086e-01" nType="-1"/>
1199 </Node>
1200 </Node>
1201 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.6728551387786865e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1373834013938904e-01" nType="0">
1202 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.8639519214630127e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6729695796966553e-01" nType="0">
1203 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8295142650604248e-01" nType="1"/>
1204 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4672847986221313e-01" nType="-1"/>
1205 </Node>
1206 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1207 </Node>
1208 </Node>
1209 </BinaryTree>
1210 <BinaryTree type="DecisionTree" boostWeight="3.3686582803500109e-01" itree="81">
1211 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0847666263580322e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8156007528305054e-01" nType="0">
1212 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1213 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.2694995403289795e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6221860647201538e-01" nType="0">
1214 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.7583043575286865e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8189444541931152e-01" nType="1"/>
1215 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.7581887245178223e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8348006606101990e-01" nType="0">
1216 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5378842353820801e-01" nType="1"/>
1217 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6077577471733093e-01" nType="-1"/>
1218 </Node>
1219 </Node>
1220 </Node>
1221 </BinaryTree>
1222 <BinaryTree type="DecisionTree" boostWeight="3.3842812246921627e-01" itree="82">
1223 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0317029953002930e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0574505329132080e-01" nType="0">
1224 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1225 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.3928002119064331e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7004261612892151e-01" nType="0">
1226 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.1988533735275269e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7406300306320190e-01" nType="1"/>
1227 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.7636359930038452e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9204672574996948e-01" nType="0">
1228 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4548510313034058e-01" nType="1"/>
1229 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3351427912712097e-01" nType="-1"/>
1230 </Node>
1231 </Node>
1232 </Node>
1233 </BinaryTree>
1234 <BinaryTree type="DecisionTree" boostWeight="2.2269488962640985e-01" itree="83">
1235 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0845838785171509e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7395375370979309e-01" nType="0">
1236 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1237 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5000785589218140e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5520851016044617e-01" nType="0">
1238 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.8010698556900024e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4911553859710693e-01" nType="0">
1239 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1240 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9219301342964172e-01" nType="-1"/>
1241 </Node>
1242 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.7529209852218628e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7727513909339905e-01" nType="-1"/>
1243 </Node>
1244 </Node>
1245 </BinaryTree>
1246 <BinaryTree type="DecisionTree" boostWeight="2.5279716014426462e-01" itree="84">
1247 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.6781432628631592e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5533078908920288e-01" nType="0">
1248 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7860443592071533e-01" nType="1"/>
1249 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5164066553115845e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3529045581817627e-01" nType="0">
1250 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.9862024784088135e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0523322820663452e-01" nType="0">
1251 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0090969800949097e-01" nType="1"/>
1252 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4592487812042236e-01" nType="-1"/>
1253 </Node>
1254 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.7827570438385010e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7753865122795105e-01" nType="-1"/>
1255 </Node>
1256 </Node>
1257 </BinaryTree>
1258 <BinaryTree type="DecisionTree" boostWeight="2.9625679075120182e-01" itree="85">
1259 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0670465230941772e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0987362861633301e-01" nType="0">
1260 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1261 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.1338363885879517e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9154937267303467e-01" nType="0">
1262 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.8781380653381348e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7005989551544189e-01" nType="0">
1263 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1264 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5415756702423096e-01" nType="-1"/>
1265 </Node>
1266 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.8549158573150635e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5228958129882812e-01" nType="0">
1267 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0957429409027100e-01" nType="1"/>
1268 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4874996244907379e-01" nType="-1"/>
1269 </Node>
1270 </Node>
1271 </Node>
1272 </BinaryTree>
1273 <BinaryTree type="DecisionTree" boostWeight="4.3359770801275166e-01" itree="86">
1274 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5000916719436646e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4311025738716125e-01" nType="0">
1275 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.0951910018920898e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3869366645812988e-01" nType="0">
1276 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.2703325748443604e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0995072126388550e-01" nType="0">
1277 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8554394245147705e-01" nType="1"/>
1278 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8358678817749023e-01" nType="-1"/>
1279 </Node>
1280 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.3252823829650879e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3163644969463348e-01" nType="-1"/>
1281 </Node>
1282 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.1497842073440552e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4669259190559387e-01" nType="0">
1283 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.5594130754470825e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6316131353378296e-01" nType="0">
1284 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6622048616409302e-01" nType="1"/>
1285 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8095795810222626e-01" nType="-1"/>
1286 </Node>
1287 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.7510946393013000e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1855174005031586e-01" nType="-1"/>
1288 </Node>
1289 </Node>
1290 </BinaryTree>
1291 <BinaryTree type="DecisionTree" boostWeight="2.5518228956621269e-01" itree="87">
1292 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0838913917541504e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2786777019500732e-01" nType="0">
1293 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8657242059707642e-01" nType="1"/>
1294 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.4250067710876465e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0875136852264404e-01" nType="0">
1295 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2394579648971558e-01" nType="1"/>
1296 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.3815295696258545e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9189434051513672e-01" nType="-1"/>
1297 </Node>
1298 </Node>
1299 </BinaryTree>
1300 <BinaryTree type="DecisionTree" boostWeight="4.8432432713628232e-01" itree="88">
1301 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7356994152069092e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4739606380462646e-01" nType="0">
1302 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8675523996353149e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8405135869979858e-01" nType="1"/>
1303 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="5.1617550849914551e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2962673902511597e-01" nType="-1"/>
1304 </Node>
1305 </BinaryTree>
1306 <BinaryTree type="DecisionTree" boostWeight="5.9414887436479757e-01" itree="89">
1307 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.1924344301223755e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9266641139984131e-01" nType="0">
1308 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9426329135894775e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7448928356170654e-01" nType="0">
1309 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.1016535758972168e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2814666032791138e-01" nType="1"/>
1310 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.5838886499404907e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5388461351394653e-01" nType="0">
1311 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8433912992477417e-01" nType="1"/>
1312 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0877538919448853e-01" nType="-1"/>
1313 </Node>
1314 </Node>
1315 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5000785589218140e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4178446531295776e-01" nType="0">
1316 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.9431853294372559e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4142632484436035e-01" nType="0">
1317 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3922219276428223e-01" nType="1"/>
1318 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0481445193290710e-01" nType="-1"/>
1319 </Node>
1320 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.8051029741764069e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7401575446128845e-01" nType="-1"/>
1321 </Node>
1322 </Node>
1323 </BinaryTree>
1324 <BinaryTree type="DecisionTree" boostWeight="4.0298125113576405e-01" itree="90">
1325 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8903211355209351e-01" nType="0">
1326 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.0899237394332886e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6981542110443115e-01" nType="0">
1327 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6642799377441406e-01" nType="1"/>
1328 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.5164191722869873e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0440895557403564e-01" nType="0">
1329 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2209185361862183e-01" nType="1"/>
1330 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1331 </Node>
1332 </Node>
1333 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.2557536363601685e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2363300323486328e-01" nType="0">
1334 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.9815759994089603e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6672712564468384e-01" nType="1"/>
1335 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5498824119567871e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1718158125877380e-01" nType="-1"/>
1336 </Node>
1337 </Node>
1338 </BinaryTree>
1339 <BinaryTree type="DecisionTree" boostWeight="3.0963608144356203e-01" itree="91">
1340 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7302126884460449e-01" nType="0">
1341 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2509211897850037e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5429967641830444e-01" nType="0">
1342 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.0886703431606293e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4056437015533447e-01" nType="1"/>
1343 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.0024526119232178e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3786569833755493e-01" nType="0">
1344 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1920287609100342e-01" nType="1"/>
1345 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9893159270286560e-01" nType="-1"/>
1346 </Node>
1347 </Node>
1348 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.5500421524047852e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0488249063491821e-01" nType="0">
1349 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.3591849803924561e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3050613999366760e-01" nType="0">
1350 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3014254570007324e-01" nType="1"/>
1351 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3520960807800293e-01" nType="-1"/>
1352 </Node>
1353 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4049942791461945e-01" nType="-1"/>
1354 </Node>
1355 </Node>
1356 </BinaryTree>
1357 <BinaryTree type="DecisionTree" boostWeight="4.0027800582313783e-01" itree="92">
1358 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="6.6500339508056641e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3353896141052246e-01" nType="0">
1359 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.5718428790569305e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0890852212905884e-01" nType="1"/>
1360 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5830124616622925e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0171461105346680e-01" nType="0">
1361 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.8871692419052124e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5573275089263916e-01" nType="0">
1362 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0692408084869385e-01" nType="1"/>
1363 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9754503369331360e-01" nType="-1"/>
1364 </Node>
1365 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.0650999546051025e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1570940613746643e-01" nType="0">
1366 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7122454643249512e-01" nType="1"/>
1367 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3140438795089722e-01" nType="-1"/>
1368 </Node>
1369 </Node>
1370 </Node>
1371 </BinaryTree>
1372 <BinaryTree type="DecisionTree" boostWeight="4.0029091853954002e-01" itree="93">
1373 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4954794645309448e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1229500770568848e-01" nType="0">
1374 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.7552700042724609e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0745313167572021e-01" nType="0">
1375 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1376 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.6101695895195007e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8177554607391357e-01" nType="0">
1377 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9319796562194824e-01" nType="1"/>
1378 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7614106535911560e-01" nType="-1"/>
1379 </Node>
1380 </Node>
1381 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3610150337219238e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0195322036743164e-01" nType="0">
1382 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1592919826507568e-01" nType="1"/>
1383 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.9526140689849854e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5284233093261719e-01" nType="-1"/>
1384 </Node>
1385 </Node>
1386 </BinaryTree>
1387 <BinaryTree type="DecisionTree" boostWeight="1.6543209674642462e-01" itree="94">
1388 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6606868505477905e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9818682670593262e-01" nType="0">
1389 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.6371469497680664e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2283620834350586e-01" nType="0">
1390 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.6587727069854736e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5088406801223755e-01" nType="1"/>
1391 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6995747685432434e-01" nType="-1"/>
1392 </Node>
1393 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.6631316542625427e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5958993136882782e-01" nType="-1"/>
1394 </Node>
1395 </BinaryTree>
1396 <BinaryTree type="DecisionTree" boostWeight="3.3196213620625803e-01" itree="95">
1397 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.7000303268432617e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1884764432907104e-01" nType="0">
1398 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.1692690849304199e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5214571952819824e-01" nType="0">
1399 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.5628677606582642e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9828709363937378e-01" nType="1"/>
1400 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8155617713928223e-01" nType="0">
1401 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6095916032791138e-01" nType="1"/>
1402 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6394993066787720e-01" nType="-1"/>
1403 </Node>
1404 </Node>
1405 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.0464069366455078e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6399144530296326e-01" nType="-1"/>
1406 </Node>
1407 </BinaryTree>
1408 <BinaryTree type="DecisionTree" boostWeight="4.5200089923517600e-01" itree="96">
1409 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177656412124634e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8083581924438477e-01" nType="0">
1410 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.8863557577133179e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5281879901885986e-01" nType="0">
1411 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1412 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="5.4890279769897461e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8986538648605347e-01" nType="0">
1413 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4240509271621704e-01" nType="1"/>
1414 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5978352725505829e-01" nType="-1"/>
1415 </Node>
1416 </Node>
1417 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.6220043897628784e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6089825034141541e-01" nType="0">
1418 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.2671967744827271e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5009981393814087e-01" nType="0">
1419 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9784342050552368e-01" nType="1"/>
1420 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0656828880310059e-01" nType="-1"/>
1421 </Node>
1422 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.7245112359523773e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4841153025627136e-01" nType="0">
1423 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3321808576583862e-01" nType="1"/>
1424 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8814131617546082e-01" nType="-1"/>
1425 </Node>
1426 </Node>
1427 </Node>
1428 </BinaryTree>
1429 <BinaryTree type="DecisionTree" boostWeight="1.8897252479161600e-01" itree="97">
1430 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0670465230941772e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5767849683761597e-01" nType="0">
1431 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1432 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0162618160247803e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4257909059524536e-01" nType="0">
1433 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1434 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5000946521759033e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2850005626678467e-01" nType="-1"/>
1435 </Node>
1436 </Node>
1437 </BinaryTree>
1438 <BinaryTree type="DecisionTree" boostWeight="2.7400342972828268e-01" itree="98">
1439 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7374935150146484e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7527559995651245e-01" nType="0">
1440 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.6141719818115234e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3829767704010010e-01" nType="0">
1441 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.6164340376853943e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7060655355453491e-01" nType="1"/>
1442 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8831675648689270e-01" nType="-1"/>
1443 </Node>
1444 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7693734169006348e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9152415990829468e-01" nType="0">
1445 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8901333808898926e-01" nType="1"/>
1446 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.6974234580993652e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5004850625991821e-01" nType="0">
1447 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2687942981719971e-01" nType="1"/>
1448 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7710282206535339e-01" nType="-1"/>
1449 </Node>
1450 </Node>
1451 </Node>
1452 </BinaryTree>
1453 <BinaryTree type="DecisionTree" boostWeight="3.6881102831556212e-01" itree="99">
1454 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0844395160675049e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1218316555023193e-01" nType="0">
1455 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3383891582489014e-01" nType="1"/>
1456 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.2668954133987427e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9999300241470337e-01" nType="0">
1457 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.8781380653381348e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8463639616966248e-01" nType="0">
1458 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2295191287994385e-01" nType="1"/>
1459 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9549124836921692e-01" nType="-1"/>
1460 </Node>
1461 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.6624021530151367e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6002093553543091e-01" nType="-1"/>
1462 </Node>
1463 </Node>
1464 </BinaryTree>
1465 <BinaryTree type="DecisionTree" boostWeight="3.0400261345154339e-01" itree="100">
1466 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6605247259140015e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9480851888656616e-01" nType="0">
1467 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.9917902946472168e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2960439920425415e-01" nType="0">
1468 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2106608152389526e-01" nType="1"/>
1469 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.5416949763894081e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6486952304840088e-01" nType="0">
1470 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8465501070022583e-01" nType="1"/>
1471 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9421554803848267e-01" nType="-1"/>
1472 </Node>
1473 </Node>
1474 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.7727406024932861e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5587105751037598e-01" nType="0">
1475 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2520883083343506e-01" nType="1"/>
1476 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1477 </Node>
1478 </Node>
1479 </BinaryTree>
1480 <BinaryTree type="DecisionTree" boostWeight="4.3896099112600684e-01" itree="101">
1481 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.3009638786315918e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3515285253524780e-01" nType="0">
1482 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0406985282897949e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0371197462081909e-01" nType="1"/>
1483 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.0913261175155640e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8978880047798157e-01" nType="0">
1484 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="5.3910940885543823e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6291964054107666e-01" nType="1"/>
1485 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9647448658943176e-01" nType="-1"/>
1486 </Node>
1487 </Node>
1488 </BinaryTree>
1489 <BinaryTree type="DecisionTree" boostWeight="4.7915073624115667e-01" itree="102">
1490 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164191722869873e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4259002208709717e-01" nType="0">
1491 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.8150629997253418e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3484379053115845e-01" nType="0">
1492 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.8207395076751709e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8947927951812744e-01" nType="1"/>
1493 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.2299504280090332e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9211760759353638e-01" nType="0">
1494 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8934446573257446e-01" nType="1"/>
1495 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1306725684553385e-03" nType="-1"/>
1496 </Node>
1497 </Node>
1498 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7664310932159424e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3230646848678589e-01" nType="0">
1499 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.5065830230712891e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4266208410263062e-01" nType="0">
1500 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3688868284225464e-01" nType="1"/>
1501 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6045254468917847e-01" nType="-1"/>
1502 </Node>
1503 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.4563322067260742e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3583238720893860e-01" nType="0">
1504 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0607883930206299e-01" nType="1"/>
1505 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0991479456424713e-01" nType="-1"/>
1506 </Node>
1507 </Node>
1508 </Node>
1509 </BinaryTree>
1510 <BinaryTree type="DecisionTree" boostWeight="3.7389460821974058e-01" itree="103">
1511 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8459360599517822e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7345355153083801e-01" nType="0">
1512 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8635849952697754e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6401207447052002e-01" nType="0">
1513 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.7027754783630371e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3384981155395508e-01" nType="1"/>
1514 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8985359668731689e-01" nType="-1"/>
1515 </Node>
1516 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5164191722869873e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2056730389595032e-01" nType="0">
1517 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7696855068206787e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3252470493316650e-01" nType="0">
1518 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1064970493316650e-01" nType="1"/>
1519 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4091069698333740e-01" nType="-1"/>
1520 </Node>
1521 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.7560164630413055e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9594269394874573e-01" nType="0">
1522 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7052618265151978e-01" nType="1"/>
1523 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4702206254005432e-01" nType="-1"/>
1524 </Node>
1525 </Node>
1526 </Node>
1527 </BinaryTree>
1528 <BinaryTree type="DecisionTree" boostWeight="3.5820682311679697e-01" itree="104">
1529 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5697370767593384e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4103419780731201e-01" nType="0">
1530 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.3845176398754120e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9836527109146118e-01" nType="0">
1531 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.9336038827896118e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1284242868423462e-01" nType="1"/>
1532 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3353739380836487e-01" nType="-1"/>
1533 </Node>
1534 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.1145130544900894e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9418849349021912e-01" nType="0">
1535 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3526785373687744e-01" nType="1"/>
1536 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.3926880359649658e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4611132740974426e-01" nType="0">
1537 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1104998588562012e-01" nType="1"/>
1538 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9240787625312805e-01" nType="-1"/>
1539 </Node>
1540 </Node>
1541 </Node>
1542 </BinaryTree>
1543 <BinaryTree type="DecisionTree" boostWeight="4.5334460373735069e-01" itree="105">
1544 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5716962814331055e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4032266736030579e-01" nType="0">
1545 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.8857004642486572e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5244954824447632e-01" nType="0">
1546 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5845106840133667e-01" nType="1"/>
1547 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0581935346126556e-01" nType="-1"/>
1548 </Node>
1549 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9005265235900879e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0396669507026672e-01" nType="0">
1550 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.4786275625228882e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7938599586486816e-01" nType="0">
1551 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5664695501327515e-01" nType="1"/>
1552 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8514045476913452e-01" nType="-1"/>
1553 </Node>
1554 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.4008951187133789e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4299650788307190e-01" nType="-1"/>
1555 </Node>
1556 </Node>
1557 </BinaryTree>
1558 <BinaryTree type="DecisionTree" boostWeight="3.5256396465520778e-01" itree="106">
1559 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0845965147018433e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0788531303405762e-01" nType="0">
1560 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1561 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.1450595855712891e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8833767175674438e-01" nType="0">
1562 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.7687337994575500e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3117671012878418e-01" nType="0">
1563 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3325234651565552e-01" nType="1"/>
1564 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1182420253753662e-01" nType="-1"/>
1565 </Node>
1566 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.3413616418838501e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5133409500122070e-01" nType="-1"/>
1567 </Node>
1568 </Node>
1569 </BinaryTree>
1570 <BinaryTree type="DecisionTree" boostWeight="4.5741526161979351e-01" itree="107">
1571 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9032789468765259e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2306866645812988e-01" nType="0">
1572 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2415266036987305e-01" nType="0">
1573 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8263744190335274e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4839252233505249e-01" nType="1"/>
1574 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.1751835346221924e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3670890331268311e-01" nType="0">
1575 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3551974296569824e-01" nType="1"/>
1576 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1979610621929169e-01" nType="-1"/>
1577 </Node>
1578 </Node>
1579 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.6185756921768188e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5419479012489319e-01" nType="0">
1580 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2259653806686401e-01" nType="1"/>
1581 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.6917292475700378e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6901686191558838e-01" nType="-1"/>
1582 </Node>
1583 </Node>
1584 </BinaryTree>
1585 <BinaryTree type="DecisionTree" boostWeight="4.2614342374386199e-01" itree="108">
1586 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9802789092063904e-01" nType="0">
1587 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.5138766765594482e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0021579265594482e-01" nType="0">
1588 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.4659311771392822e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9012224674224854e-01" nType="1"/>
1589 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.7308042645454407e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6224523186683655e-01" nType="0">
1590 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1826950311660767e-01" nType="1"/>
1591 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7794921398162842e-01" nType="-1"/>
1592 </Node>
1593 </Node>
1594 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.0505582094192505e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1495818495750427e-01" nType="0">
1595 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7977724075317383e-01" nType="1"/>
1596 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.8284586071968079e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4716813862323761e-01" nType="-1"/>
1597 </Node>
1598 </Node>
1599 </BinaryTree>
1600 <BinaryTree type="DecisionTree" boostWeight="3.9207907131558806e-01" itree="109">
1601 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8053711652755737e-01" nType="0">
1602 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.9581173658370972e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0070294141769409e-01" nType="0">
1603 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2760897874832153e-01" nType="1"/>
1604 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.4042497873306274e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9735125899314880e-01" nType="0">
1605 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6225680112838745e-01" nType="1"/>
1606 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0318977832794189e-01" nType="-1"/>
1607 </Node>
1608 </Node>
1609 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.5243176221847534e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6070543527603149e-01" nType="0">
1610 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.8553180694580078e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7512945532798767e-01" nType="0">
1611 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9291565418243408e-01" nType="1"/>
1612 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4472073316574097e-01" nType="-1"/>
1613 </Node>
1614 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8533026576042175e-01" nType="-1"/>
1615 </Node>
1616 </Node>
1617 </BinaryTree>
1618 <BinaryTree type="DecisionTree" boostWeight="6.6410956817815681e-01" itree="110">
1619 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035469293594360e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9236357212066650e-01" nType="0">
1620 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8083973228931427e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3420844078063965e-01" nType="0">
1621 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4898084402084351e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8341600894927979e-01" nType="0">
1622 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6968264579772949e-01" nType="1"/>
1623 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9202199578285217e-01" nType="-1"/>
1624 </Node>
1625 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.4256327152252197e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0571004152297974e-01" nType="0">
1626 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4045488834381104e-01" nType="1"/>
1627 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9679104015231133e-03" nType="-1"/>
1628 </Node>
1629 </Node>
1630 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.0771131515502930e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3684154450893402e-01" nType="0">
1631 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.5533742904663086e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8661610484123230e-01" nType="0">
1632 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7458876371383667e-01" nType="1"/>
1633 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6128494739532471e-01" nType="-1"/>
1634 </Node>
1635 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.0402934551239014e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6128827631473541e-01" nType="-1"/>
1636 </Node>
1637 </Node>
1638 </BinaryTree>
1639 <BinaryTree type="DecisionTree" boostWeight="3.2682660733584917e-01" itree="111">
1640 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.5168909430503845e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0828403234481812e-01" nType="0">
1641 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.0744147002696991e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3316003084182739e-01" nType="0">
1642 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.4023181796073914e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7857378721237183e-01" nType="1"/>
1643 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.0656580105423927e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7749531269073486e-01" nType="0">
1644 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3686329126358032e-01" nType="1"/>
1645 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7948989868164062e-01" nType="-1"/>
1646 </Node>
1647 </Node>
1648 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1649 </Node>
1650 </BinaryTree>
1651 <BinaryTree type="DecisionTree" boostWeight="3.9407828902314357e-01" itree="112">
1652 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.4163677096366882e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2924805879592896e-01" nType="0">
1653 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3773639202117920e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6680655479431152e-01" nType="0">
1654 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.1843733787536621e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4814269542694092e-01" nType="1"/>
1655 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1710762046277523e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8985770344734192e-01" nType="0">
1656 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4565551280975342e-01" nType="1"/>
1657 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3363009095191956e-01" nType="-1"/>
1658 </Node>
1659 </Node>
1660 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.7636359930038452e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1251438558101654e-01" nType="0">
1661 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5815708637237549e-01" nType="1"/>
1662 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1663 </Node>
1664 </Node>
1665 </BinaryTree>
1666 <BinaryTree type="DecisionTree" boostWeight="2.2405442821600743e-01" itree="113">
1667 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0672011375427246e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5774471759796143e-01" nType="0">
1668 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1669 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0162554979324341e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3877550959587097e-01" nType="0">
1670 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1671 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.7000298500061035e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1822206974029541e-01" nType="-1"/>
1672 </Node>
1673 </Node>
1674 </BinaryTree>
1675 <BinaryTree type="DecisionTree" boostWeight="3.3024952662023893e-01" itree="114">
1676 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8000216484069824e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2422142028808594e-01" nType="0">
1677 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.8990211486816406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8276396989822388e-01" nType="0">
1678 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.1626396179199219e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1725573539733887e-01" nType="0">
1679 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1680 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9272079467773438e-01" nType="-1"/>
1681 </Node>
1682 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.2088974714279175e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4325914382934570e-01" nType="0">
1683 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6371679306030273e-01" nType="1"/>
1684 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7066554427146912e-01" nType="-1"/>
1685 </Node>
1686 </Node>
1687 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.1867591738700867e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4981539547443390e-01" nType="-1"/>
1688 </Node>
1689 </BinaryTree>
1690 <BinaryTree type="DecisionTree" boostWeight="4.9061561024093953e-01" itree="115">
1691 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0324958562850952e-01" nType="0">
1692 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3977495022118092e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6602537631988525e-01" nType="0">
1693 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7032310143113136e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6123467683792114e-01" nType="1"/>
1694 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.2281506098806858e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6871945261955261e-01" nType="0">
1695 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0388394594192505e-01" nType="1"/>
1696 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3783270120620728e-01" nType="-1"/>
1697 </Node>
1698 </Node>
1699 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8896239995956421e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7591940164566040e-01" nType="0">
1700 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6075525283813477e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8873069286346436e-01" nType="0">
1701 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4072023630142212e-01" nType="1"/>
1702 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1703 </Node>
1704 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.3401035070419312e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9738166928291321e-01" nType="-1"/>
1705 </Node>
1706 </Node>
1707 </BinaryTree>
1708 <BinaryTree type="DecisionTree" boostWeight="2.6665921979870721e-01" itree="116">
1709 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6141719818115234e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1567119956016541e-01" nType="0">
1710 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.6164340376853943e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4357967376708984e-01" nType="0">
1711 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.0950715541839600e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0003689527511597e-01" nType="0">
1712 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1713 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5816779136657715e-01" nType="-1"/>
1714 </Node>
1715 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2341197133064270e-01" nType="-1"/>
1716 </Node>
1717 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.3920335769653320e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2278469800949097e-01" nType="-1"/>
1718 </Node>
1719 </BinaryTree>
1720 <BinaryTree type="DecisionTree" boostWeight="3.7473926991428030e-01" itree="117">
1721 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7314837574958801e-01" nType="0">
1722 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.4425952434539795e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3130310773849487e-01" nType="0">
1723 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.1568089015781879e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8429640531539917e-01" nType="0">
1724 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8719991445541382e-01" nType="1"/>
1725 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7788790464401245e-01" nType="-1"/>
1726 </Node>
1727 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.4113154336810112e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8759335279464722e-01" nType="0">
1728 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5212936401367188e-01" nType="1"/>
1729 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3229803442955017e-01" nType="-1"/>
1730 </Node>
1731 </Node>
1732 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.3315884470939636e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9144818186759949e-01" nType="-1"/>
1733 </Node>
1734 </BinaryTree>
1735 <BinaryTree type="DecisionTree" boostWeight="1.8606026096270570e-01" itree="118">
1736 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6141729354858398e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1493996381759644e-01" nType="0">
1737 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.3507138252258301e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8316137790679932e-01" nType="1"/>
1738 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.3396811485290527e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9576169252395630e-01" nType="0">
1739 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.2263410091400146e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0862526893615723e-01" nType="0">
1740 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9930980205535889e-01" nType="1"/>
1741 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4643008708953857e-01" nType="-1"/>
1742 </Node>
1743 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0878778398036957e-01" nType="-1"/>
1744 </Node>
1745 </Node>
1746 </BinaryTree>
1747 <BinaryTree type="DecisionTree" boostWeight="5.6028521309817381e-01" itree="119">
1748 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5735371708869934e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1229783296585083e-01" nType="0">
1749 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9985498189926147e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3722503185272217e-01" nType="0">
1750 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.4676742553710938e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2872674465179443e-01" nType="1"/>
1751 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2707650661468506e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3582198619842529e-01" nType="0">
1752 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1753 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5449880063533783e-01" nType="-1"/>
1754 </Node>
1755 </Node>
1756 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.7279052138328552e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4734448790550232e-01" nType="-1"/>
1757 </Node>
1758 </BinaryTree>
1759 <BinaryTree type="DecisionTree" boostWeight="2.2415944603421112e-01" itree="120">
1760 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0673464536666870e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4001253843307495e-01" nType="0">
1761 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1762 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.5878028869628906e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2212065458297729e-01" nType="0">
1763 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0093873739242554e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6936395168304443e-01" nType="1"/>
1764 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.0660125613212585e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6492634415626526e-01" nType="-1"/>
1765 </Node>
1766 </Node>
1767 </BinaryTree>
1768 <BinaryTree type="DecisionTree" boostWeight="1.8386322815489917e-01" itree="121">
1769 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6605247259140015e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0857776403427124e-01" nType="0">
1770 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.3144131898880005e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5448555946350098e-01" nType="0">
1771 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.7236621379852295e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0975819826126099e-01" nType="1"/>
1772 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9735587835311890e-01" nType="-1"/>
1773 </Node>
1774 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.5433015227317810e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3062591850757599e-01" nType="-1"/>
1775 </Node>
1776 </BinaryTree>
1777 <BinaryTree type="DecisionTree" boostWeight="3.5037064567157067e-01" itree="122">
1778 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="8.5659427642822266e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8760362863540649e-01" nType="0">
1779 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="8.8474822044372559e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4268916845321655e-01" nType="1"/>
1780 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.0752458572387695e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0839869827032089e-01" nType="-1"/>
1781 </Node>
1782 </BinaryTree>
1783 <BinaryTree type="DecisionTree" boostWeight="2.2172510981209870e-01" itree="123">
1784 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4274559020996094e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3174555301666260e-01" nType="0">
1785 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0212372541427612e-01" nType="1"/>
1786 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7514381408691406e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1370990276336670e-01" nType="0">
1787 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.2552134990692139e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4365289211273193e-01" nType="0">
1788 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9447511434555054e-01" nType="1"/>
1789 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7649034857749939e-01" nType="-1"/>
1790 </Node>
1791 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.9590139389038086e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8209071457386017e-01" nType="-1"/>
1792 </Node>
1793 </Node>
1794 </BinaryTree>
1795 <BinaryTree type="DecisionTree" boostWeight="2.5884595657280568e-01" itree="124">
1796 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0672011375427246e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4505902528762817e-01" nType="0">
1797 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.7106313705444336e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6983417272567749e-01" nType="0">
1798 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.1347930431365967e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0946923494338989e-01" nType="1"/>
1799 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.7590780258178711e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3235722780227661e-01" nType="-1"/>
1800 </Node>
1801 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="6.5658534877002239e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6550411581993103e-01" nType="0">
1802 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7632327079772949e-01" nType="1"/>
1803 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4327842891216278e-01" nType="-1"/>
1804 </Node>
1805 </Node>
1806 </BinaryTree>
1807 <BinaryTree type="DecisionTree" boostWeight="3.4219346927847155e-01" itree="125">
1808 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.8604787588119507e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7861555218696594e-01" nType="0">
1809 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.6857619881629944e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9152186512947083e-01" nType="0">
1810 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.4147929847240448e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6698741912841797e-01" nType="1"/>
1811 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.9373735412955284e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5323864221572876e-01" nType="-1"/>
1812 </Node>
1813 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1814 </Node>
1815 </BinaryTree>
1816 <BinaryTree type="DecisionTree" boostWeight="3.2279532865658067e-01" itree="126">
1817 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.7599825263023376e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7663963437080383e-01" nType="0">
1818 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.6264580488204956e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8736632466316223e-01" nType="0">
1819 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8435661792755127e-01" nType="1"/>
1820 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.9240696728229523e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6466032266616821e-01" nType="-1"/>
1821 </Node>
1822 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1823 </Node>
1824 </BinaryTree>
1825 <BinaryTree type="DecisionTree" boostWeight="3.7009548147762439e-01" itree="127">
1826 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7374935150146484e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9937894344329834e-01" nType="0">
1827 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2509211897850037e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1766334772109985e-01" nType="0">
1828 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8253927230834961e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8778398036956787e-01" nType="1"/>
1829 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.0128600597381592e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1251974105834961e-01" nType="0">
1830 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7785686254501343e-01" nType="1"/>
1831 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0104615688323975e-01" nType="-1"/>
1832 </Node>
1833 </Node>
1834 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8553180694580078e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5751148462295532e-01" nType="0">
1835 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.8712149858474731e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0447764396667480e-01" nType="1"/>
1836 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.3236852288246155e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9348515868186951e-01" nType="-1"/>
1837 </Node>
1838 </Node>
1839 </BinaryTree>
1840 <BinaryTree type="DecisionTree" boostWeight="3.7491643063904623e-01" itree="128">
1841 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2996454238891602e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8555007576942444e-01" nType="0">
1842 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.8577772378921509e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5942305326461792e-01" nType="0">
1843 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1844 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.7235682904720306e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1629137992858887e-01" nType="0">
1845 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1846 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5516503453254700e-01" nType="-1"/>
1847 </Node>
1848 </Node>
1849 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.3156942129135132e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4775179028511047e-01" nType="0">
1850 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.9287245273590088e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9300658702850342e-01" nType="0">
1851 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9504050016403198e-01" nType="1"/>
1852 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7727627158164978e-01" nType="-1"/>
1853 </Node>
1854 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.4525885581970215e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8920596837997437e-01" nType="0">
1855 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4001145362854004e-01" nType="1"/>
1856 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8931126594543457e-01" nType="-1"/>
1857 </Node>
1858 </Node>
1859 </Node>
1860 </BinaryTree>
1861 <BinaryTree type="DecisionTree" boostWeight="4.6680437504747357e-01" itree="129">
1862 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4120514392852783e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1680642366409302e-01" nType="0">
1863 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.0614627599716187e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4379477500915527e-01" nType="0">
1864 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8276895284652710e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5037842988967896e-01" nType="1"/>
1865 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.5319576263427734e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6554080247879028e-01" nType="0">
1866 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4386073350906372e-01" nType="1"/>
1867 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1299227476119995e-01" nType="-1"/>
1868 </Node>
1869 </Node>
1870 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.1526831388473511e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8354313373565674e-01" nType="0">
1871 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.2948120832443237e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6846809983253479e-01" nType="0">
1872 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4777853488922119e-01" nType="1"/>
1873 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4930324554443359e-01" nType="-1"/>
1874 </Node>
1875 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3163060843944550e-01" nType="-1"/>
1876 </Node>
1877 </Node>
1878 </BinaryTree>
1879 <BinaryTree type="DecisionTree" boostWeight="5.3581155042596240e-01" itree="130">
1880 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.5399565696716309e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1813399791717529e-01" nType="0">
1881 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7665584087371826e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4252814054489136e-01" nType="0">
1882 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0329279899597168e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1039309501647949e-01" nType="1"/>
1883 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9940311908721924e-01" nType="-1"/>
1884 </Node>
1885 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.2349035143852234e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9193973541259766e-01" nType="0">
1886 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.7751216292381287e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5522722005844116e-01" nType="0">
1887 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3991832733154297e-01" nType="1"/>
1888 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4714540243148804e-01" nType="-1"/>
1889 </Node>
1890 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.0842857360839844e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0490650832653046e-01" nType="-1"/>
1891 </Node>
1892 </Node>
1893 </BinaryTree>
1894 <BinaryTree type="DecisionTree" boostWeight="3.5395886946183025e-01" itree="131">
1895 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6491688489913940e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7813997268676758e-01" nType="0">
1896 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9439001083374023e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1119995713233948e-01" nType="0">
1897 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.1016938686370850e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8282461166381836e-01" nType="0">
1898 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1899 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7342789769172668e-01" nType="-1"/>
1900 </Node>
1901 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.0094017982482910e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8181945681571960e-01" nType="0">
1902 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0605213642120361e-01" nType="1"/>
1903 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0755990743637085e-01" nType="-1"/>
1904 </Node>
1905 </Node>
1906 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1907 </Node>
1908 </BinaryTree>
1909 <BinaryTree type="DecisionTree" boostWeight="4.4998107775227153e-01" itree="132">
1910 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.3012553453445435e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5860582590103149e-01" nType="0">
1911 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8761208280920982e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8577440977096558e-01" nType="1"/>
1912 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.9757934808731079e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8462519645690918e-01" nType="0">
1913 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5243935585021973e-01" nType="1"/>
1914 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5177471637725830e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9152497649192810e-01" nType="-1"/>
1915 </Node>
1916 </Node>
1917 </BinaryTree>
1918 <BinaryTree type="DecisionTree" boostWeight="2.2107518282146335e-01" itree="133">
1919 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2995107173919678e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2036237716674805e-01" nType="0">
1920 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.4024288654327393e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3824870586395264e-01" nType="0">
1921 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1922 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.0404496192932129e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8531230688095093e-01" nType="0">
1923 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1924 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4032385945320129e-01" nType="-1"/>
1925 </Node>
1926 </Node>
1927 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.4141403436660767e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7983315587043762e-01" nType="0">
1928 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8478411436080933e-01" nType="1"/>
1929 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.8070890903472900e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4465750455856323e-01" nType="-1"/>
1930 </Node>
1931 </Node>
1932 </BinaryTree>
1933 <BinaryTree type="DecisionTree" boostWeight="3.5281957006268355e-01" itree="134">
1934 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.8912769556045532e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2611768245697021e-01" nType="0">
1935 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.7599825263023376e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8380967378616333e-01" nType="0">
1936 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.0411208271980286e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0699415206909180e-01" nType="1"/>
1937 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
1938 </Node>
1939 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.1730445623397827e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0474814176559448e-01" nType="0">
1940 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1941 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.4802615344524384e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4114384651184082e-01" nType="0">
1942 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0189927816390991e-01" nType="1"/>
1943 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7421689033508301e-01" nType="-1"/>
1944 </Node>
1945 </Node>
1946 </Node>
1947 </BinaryTree>
1948 <BinaryTree type="DecisionTree" boostWeight="4.1888252355202343e-01" itree="135">
1949 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164197683334351e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9592331647872925e-01" nType="0">
1950 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.1148406267166138e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7218030691146851e-01" nType="0">
1951 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
1952 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8636488914489746e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2208364605903625e-01" nType="0">
1953 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1966067552566528e-01" nType="1"/>
1954 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7844068408012390e-01" nType="-1"/>
1955 </Node>
1956 </Node>
1957 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.6966959238052368e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4279319643974304e-01" nType="0">
1958 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9605805873870850e-01" nType="1"/>
1959 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.2866901159286499e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1444835662841797e-01" nType="-1"/>
1960 </Node>
1961 </Node>
1962 </BinaryTree>
1963 <BinaryTree type="DecisionTree" boostWeight="6.1331309763281971e-01" itree="136">
1964 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1252256631851196e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9688935279846191e-01" nType="0">
1965 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7935299873352051e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3788497447967529e-01" nType="0">
1966 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.1500077247619629e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7515023946762085e-01" nType="0">
1967 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5839414596557617e-01" nType="1"/>
1968 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5009503960609436e-01" nType="-1"/>
1969 </Node>
1970 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5942527651786804e-01" nType="-1"/>
1971 </Node>
1972 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5000916719436646e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8075510263442993e-01" nType="0">
1973 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.5119831562042236e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0149506330490112e-01" nType="0">
1974 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2672069072723389e-01" nType="1"/>
1975 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9630609750747681e-01" nType="-1"/>
1976 </Node>
1977 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.7905624210834503e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6760028898715973e-01" nType="-1"/>
1978 </Node>
1979 </Node>
1980 </BinaryTree>
1981 <BinaryTree type="DecisionTree" boostWeight="4.2402041022456322e-01" itree="137">
1982 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8486378192901611e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9453186988830566e-01" nType="0">
1983 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.5473871231079102e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7817407846450806e-01" nType="0">
1984 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.5543841719627380e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4980878829956055e-01" nType="1"/>
1985 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.2891380310058594e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5776655673980713e-01" nType="0">
1986 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8987756967544556e-01" nType="1"/>
1987 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9698075950145721e-01" nType="-1"/>
1988 </Node>
1989 </Node>
1990 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.2189850807189941e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3091821670532227e-01" nType="0">
1991 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.7308399081230164e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1780670881271362e-01" nType="0">
1992 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2875789403915405e-01" nType="1"/>
1993 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3207688331604004e-01" nType="-1"/>
1994 </Node>
1995 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.4754694700241089e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8005638718605042e-01" nType="-1"/>
1996 </Node>
1997 </Node>
1998 </BinaryTree>
1999 <BinaryTree type="DecisionTree" boostWeight="4.6042645248981007e-01" itree="138">
2000 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5000457763671875e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8331233263015747e-01" nType="0">
2001 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.3024655342102051e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6922883987426758e-01" nType="1"/>
2002 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3512674570083618e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4637843370437622e-01" nType="0">
2003 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.2865597009658813e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7352932691574097e-01" nType="0">
2004 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0805275440216064e-01" nType="1"/>
2005 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1396206617355347e-01" nType="-1"/>
2006 </Node>
2007 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.6549122333526611e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0161559581756592e-01" nType="-1"/>
2008 </Node>
2009 </Node>
2010 </BinaryTree>
2011 <BinaryTree type="DecisionTree" boostWeight="3.5756362019435262e-01" itree="139">
2012 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0844395160675049e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8938313126564026e-01" nType="0">
2013 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2014 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9000121355056763e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7387495636940002e-01" nType="0">
2015 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.0744380950927734e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9786355495452881e-01" nType="0">
2016 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2744679450988770e-01" nType="1"/>
2017 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3604016005992889e-01" nType="-1"/>
2018 </Node>
2019 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.2658476829528809e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1960194706916809e-01" nType="0">
2020 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5932697057723999e-01" nType="1"/>
2021 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7697991728782654e-01" nType="-1"/>
2022 </Node>
2023 </Node>
2024 </Node>
2025 </BinaryTree>
2026 <BinaryTree type="DecisionTree" boostWeight="3.3284354860853815e-01" itree="140">
2027 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.3478037118911743e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4997283220291138e-01" nType="0">
2028 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.4042497873306274e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0090893507003784e-01" nType="0">
2029 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8273482322692871e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1655631065368652e-01" nType="1"/>
2030 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.4437393844127655e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0894618034362793e-01" nType="0">
2031 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2032 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4443947076797485e-01" nType="-1"/>
2033 </Node>
2034 </Node>
2035 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.2403867244720459e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8862382769584656e-01" nType="0">
2036 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.8344314098358154e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3060808181762695e-01" nType="0">
2037 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9338655471801758e-01" nType="1"/>
2038 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0779311060905457e-01" nType="-1"/>
2039 </Node>
2040 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5811766982078552e-01" nType="-1"/>
2041 </Node>
2042 </Node>
2043 </BinaryTree>
2044 <BinaryTree type="DecisionTree" boostWeight="3.7432782431499417e-01" itree="141">
2045 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.8990933895111084e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4502195119857788e-01" nType="0">
2046 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.6106410622596741e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4023995399475098e-01" nType="0">
2047 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.8692088127136230e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5406712293624878e-01" nType="0">
2048 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9241818189620972e-01" nType="1"/>
2049 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6301069855690002e-01" nType="-1"/>
2050 </Node>
2051 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.3549692630767822e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4942578077316284e-01" nType="0">
2052 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0320883989334106e-01" nType="1"/>
2053 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1040536314249039e-01" nType="-1"/>
2054 </Node>
2055 </Node>
2056 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.2847902774810791e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8185018301010132e-01" nType="0">
2057 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3404802083969116e-01" nType="1"/>
2058 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7837665081024170e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7345497012138367e-01" nType="-1"/>
2059 </Node>
2060 </Node>
2061 </BinaryTree>
2062 <BinaryTree type="DecisionTree" boostWeight="4.2962731556915190e-01" itree="142">
2063 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2979639768600464e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8694106340408325e-01" nType="0">
2064 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2509211897850037e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7402909994125366e-01" nType="0">
2065 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2066 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="8.9279888197779655e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8005516529083252e-01" nType="0">
2067 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2068 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4201151132583618e-01" nType="-1"/>
2069 </Node>
2070 </Node>
2071 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.4027534723281860e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3936201333999634e-01" nType="0">
2072 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.5874305963516235e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0461342334747314e-01" nType="0">
2073 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0192641019821167e-01" nType="1"/>
2074 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6993515491485596e-01" nType="-1"/>
2075 </Node>
2076 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7761551141738892e-01" nType="-1"/>
2077 </Node>
2078 </Node>
2079 </BinaryTree>
2080 <BinaryTree type="DecisionTree" boostWeight="3.2762450821060024e-01" itree="143">
2081 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177674293518066e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9621656537055969e-01" nType="0">
2082 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.7875468730926514e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7801049947738647e-01" nType="0">
2083 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.8769191503524780e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4696246385574341e-01" nType="1"/>
2084 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4276527166366577e-01" nType="-1"/>
2085 </Node>
2086 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.3920669555664062e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3641486763954163e-01" nType="0">
2087 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4162875175476074e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4027436971664429e-01" nType="0">
2088 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6129081249237061e-01" nType="1"/>
2089 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3608894944190979e-01" nType="-1"/>
2090 </Node>
2091 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.1353969573974609e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6252382397651672e-01" nType="-1"/>
2092 </Node>
2093 </Node>
2094 </BinaryTree>
2095 <BinaryTree type="DecisionTree" boostWeight="3.7722807304401179e-01" itree="144">
2096 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.3014681339263916e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8413941264152527e-01" nType="0">
2097 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.2572820298373699e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7187579870223999e-01" nType="1"/>
2098 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.4165972471237183e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3075990676879883e-01" nType="0">
2099 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2705280780792236e-01" nType="1"/>
2100 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.5222812891006470e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6949458718299866e-01" nType="0">
2101 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1257936954498291e-01" nType="1"/>
2102 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5308253765106201e-01" nType="-1"/>
2103 </Node>
2104 </Node>
2105 </Node>
2106 </BinaryTree>
2107 <BinaryTree type="DecisionTree" boostWeight="3.1766880806619102e-01" itree="145">
2108 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.6738176345825195e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6741970777511597e-01" nType="0">
2109 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.1609268188476562e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9510445594787598e-01" nType="0">
2110 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.4986672401428223e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6300168037414551e-01" nType="0">
2111 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8306045532226562e-01" nType="1"/>
2112 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6358221769332886e-01" nType="-1"/>
2113 </Node>
2114 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.1941834688186646e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2649360895156860e-01" nType="0">
2115 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2383985519409180e-01" nType="1"/>
2116 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3896007537841797e-01" nType="-1"/>
2117 </Node>
2118 </Node>
2119 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.5145921707153320e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7268713712692261e-01" nType="-1"/>
2120 </Node>
2121 </BinaryTree>
2122 <BinaryTree type="DecisionTree" boostWeight="2.3222721705727406e-01" itree="146">
2123 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0840483903884888e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0152453184127808e-01" nType="0">
2124 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2125 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8553185462951660e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8383548259735107e-01" nType="0">
2126 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.5682811737060547e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6761785745620728e-01" nType="0">
2127 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9095864295959473e-01" nType="1"/>
2128 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8144382238388062e-01" nType="-1"/>
2129 </Node>
2130 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.7404675483703613e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5551809072494507e-01" nType="0">
2131 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6646349430084229e-01" nType="1"/>
2132 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9003502726554871e-01" nType="-1"/>
2133 </Node>
2134 </Node>
2135 </Node>
2136 </BinaryTree>
2137 <BinaryTree type="DecisionTree" boostWeight="3.8585711287442381e-01" itree="147">
2138 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0672011375427246e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4311140775680542e-01" nType="0">
2139 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2140 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.6141498088836670e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3279223442077637e-01" nType="0">
2141 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0287175178527832e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9848513603210449e-01" nType="0">
2142 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2818189859390259e-01" nType="1"/>
2143 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0464243888854980e-01" nType="-1"/>
2144 </Node>
2145 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.4645223617553711e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2508342266082764e-01" nType="0">
2146 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6772965192794800e-01" nType="1"/>
2147 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7078565955162048e-01" nType="-1"/>
2148 </Node>
2149 </Node>
2150 </Node>
2151 </BinaryTree>
2152 <BinaryTree type="DecisionTree" boostWeight="1.6173425488075319e-01" itree="148">
2153 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.2047185897827148e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0278151035308838e-01" nType="0">
2154 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2155 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.7543406486511230e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9073123931884766e-01" nType="0">
2156 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.1391588449478149e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6603114604949951e-01" nType="0">
2157 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2158 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2814856469631195e-01" nType="-1"/>
2159 </Node>
2160 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.2901802062988281e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6642544865608215e-01" nType="0">
2161 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0254219770431519e-01" nType="1"/>
2162 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5139186382293701e-01" nType="-1"/>
2163 </Node>
2164 </Node>
2165 </Node>
2166 </BinaryTree>
2167 <BinaryTree type="DecisionTree" boostWeight="2.8359351607763250e-01" itree="149">
2168 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7588601112365723e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5817825198173523e-01" nType="0">
2169 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.9453914165496826e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9641692638397217e-01" nType="0">
2170 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9240262508392334e-01" nType="1"/>
2171 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.6739013195037842e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5768108963966370e-01" nType="0">
2172 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2735489606857300e-01" nType="1"/>
2173 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2307383865118027e-01" nType="-1"/>
2174 </Node>
2175 </Node>
2176 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.1315294265747070e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3591508567333221e-01" nType="-1"/>
2177 </Node>
2178 </BinaryTree>
2179 <BinaryTree type="DecisionTree" boostWeight="2.0388976174041840e-01" itree="150">
2180 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0840483903884888e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2142435312271118e-01" nType="0">
2181 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2182 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.2608085870742798e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0107759237289429e-01" nType="0">
2183 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8155945464968681e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6427737474441528e-01" nType="1"/>
2184 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.7588591575622559e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4443681836128235e-01" nType="-1"/>
2185 </Node>
2186 </Node>
2187 </BinaryTree>
2188 <BinaryTree type="DecisionTree" boostWeight="3.1315023228202710e-01" itree="151">
2189 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5585044622421265e-01" nType="0">
2190 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0263463258743286e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6781233549118042e-01" nType="1"/>
2191 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7581901550292969e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7985479235649109e-01" nType="0">
2192 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.5859825611114502e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2654707431793213e-01" nType="0">
2193 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7664721012115479e-01" nType="1"/>
2194 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7751927375793457e-01" nType="-1"/>
2195 </Node>
2196 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.0563527107238770e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6890949010848999e-01" nType="-1"/>
2197 </Node>
2198 </Node>
2199 </BinaryTree>
2200 <BinaryTree type="DecisionTree" boostWeight="3.6612875076506751e-01" itree="152">
2201 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1480269432067871e-01" nType="0">
2202 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1451622247695923e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7573449611663818e-01" nType="0">
2203 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.3285387754440308e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1173385381698608e-01" nType="1"/>
2204 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6568990945816040e-01" nType="-1"/>
2205 </Node>
2206 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.3799782991409302e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1502648591995239e-01" nType="0">
2207 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.9297294318675995e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6901066303253174e-01" nType="0">
2208 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5687681436538696e-01" nType="1"/>
2209 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9769923090934753e-01" nType="-1"/>
2210 </Node>
2211 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.6315631270408630e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4735543131828308e-01" nType="-1"/>
2212 </Node>
2213 </Node>
2214 </BinaryTree>
2215 <BinaryTree type="DecisionTree" boostWeight="3.1206224825230283e-01" itree="153">
2216 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8549158573150635e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1507880687713623e-01" nType="0">
2217 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="7.7492666244506836e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5745866298675537e-01" nType="1"/>
2218 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.1178350448608398e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9153924584388733e-01" nType="0">
2219 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0610822439193726e-01" nType="1"/>
2220 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
2221 </Node>
2222 </Node>
2223 </BinaryTree>
2224 <BinaryTree type="DecisionTree" boostWeight="2.7344553043792319e-01" itree="154">
2225 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8215541243553162e-01" nType="0">
2226 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.3305900692939758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6817337274551392e-01" nType="0">
2227 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6896792650222778e-01" nType="1"/>
2228 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.4814662337303162e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9336237311363220e-01" nType="0">
2229 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4150670766830444e-01" nType="1"/>
2230 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5912332534790039e-01" nType="-1"/>
2231 </Node>
2232 </Node>
2233 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.8762540817260742e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1227555274963379e-01" nType="0">
2234 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.4737142324447632e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4827219843864441e-01" nType="0">
2235 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1358264684677124e-01" nType="1"/>
2236 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0516814589500427e-01" nType="-1"/>
2237 </Node>
2238 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4167465567588806e-01" nType="-1"/>
2239 </Node>
2240 </Node>
2241 </BinaryTree>
2242 <BinaryTree type="DecisionTree" boostWeight="5.2365052128462442e-01" itree="155">
2243 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2070065736770630e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1863499879837036e-01" nType="0">
2244 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="3.7173154354095459e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6031661033630371e-01" nType="1"/>
2245 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5164066553115845e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4144386649131775e-01" nType="0">
2246 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6101695895195007e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9327036738395691e-01" nType="0">
2247 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6269946098327637e-01" nType="1"/>
2248 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2775639891624451e-01" nType="-1"/>
2249 </Node>
2250 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.8602232933044434e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0795203745365143e-01" nType="-1"/>
2251 </Node>
2252 </Node>
2253 </BinaryTree>
2254 <BinaryTree type="DecisionTree" boostWeight="6.2455713048666195e-01" itree="156">
2255 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035470485687256e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2527377605438232e-01" nType="0">
2256 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.2019681930541992e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6339323520660400e-01" nType="0">
2257 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="6.6719846799969673e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9737428426742554e-01" nType="0">
2258 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3038487434387207e-01" nType="1"/>
2259 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1559273600578308e-01" nType="-1"/>
2260 </Node>
2261 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.0454316139221191e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1089671850204468e-01" nType="0">
2262 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6427168846130371e-01" nType="1"/>
2263 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2166883945465088e-01" nType="-1"/>
2264 </Node>
2265 </Node>
2266 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.0516019821166992e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4316461384296417e-01" nType="0">
2267 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.5934153556823730e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3876205682754517e-01" nType="0">
2268 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1002023220062256e-01" nType="1"/>
2269 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8212239146232605e-01" nType="-1"/>
2270 </Node>
2271 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.0539388656616211e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6340857744216919e-01" nType="-1"/>
2272 </Node>
2273 </Node>
2274 </BinaryTree>
2275 <BinaryTree type="DecisionTree" boostWeight="2.2872916520518316e-01" itree="157">
2276 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.2384562492370605e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7213265299797058e-01" nType="0">
2277 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2278 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.1194077730178833e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5837101340293884e-01" nType="0">
2279 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8990935087203979e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9309670925140381e-01" nType="0">
2280 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5830538272857666e-01" nType="1"/>
2281 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0837731957435608e-01" nType="-1"/>
2282 </Node>
2283 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4358728229999542e-02" nType="-1"/>
2284 </Node>
2285 </Node>
2286 </BinaryTree>
2287 <BinaryTree type="DecisionTree" boostWeight="3.5698494719826379e-01" itree="158">
2288 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6141729354858398e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1226395368576050e-01" nType="0">
2289 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.6617454290390015e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5907428264617920e-01" nType="0">
2290 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.6373281478881836e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0592222213745117e-01" nType="0">
2291 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8682926893234253e-01" nType="1"/>
2292 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6461427211761475e-01" nType="-1"/>
2293 </Node>
2294 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.5445460677146912e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0513421297073364e-01" nType="-1"/>
2295 </Node>
2296 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.9725608825683594e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8553337454795837e-01" nType="-1"/>
2297 </Node>
2298 </BinaryTree>
2299 <BinaryTree type="DecisionTree" boostWeight="4.3365333767947112e-01" itree="159">
2300 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5716962814331055e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0104564428329468e-01" nType="0">
2301 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.3908921480178833e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3311318159103394e-01" nType="0">
2302 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7893993854522705e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4423503875732422e-01" nType="1"/>
2303 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="5.6305205821990967e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9042618870735168e-01" nType="0">
2304 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5433034896850586e-01" nType="1"/>
2305 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0984130501747131e-01" nType="-1"/>
2306 </Node>
2307 </Node>
2308 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
2309 </Node>
2310 </BinaryTree>
2311 <BinaryTree type="DecisionTree" boostWeight="3.6431661335565890e-01" itree="160">
2312 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7533257007598877e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0377124547958374e-01" nType="0">
2313 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.1646747365593910e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1948293447494507e-01" nType="0">
2314 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.2495323084294796e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8929052352905273e-01" nType="0">
2315 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8419888019561768e-01" nType="1"/>
2316 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1895356774330139e-01" nType="-1"/>
2317 </Node>
2318 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3614622950553894e-01" nType="-1"/>
2319 </Node>
2320 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0331485867500305e-01" nType="0">
2321 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.3781342506408691e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0740194320678711e-01" nType="0">
2322 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6525224447250366e-01" nType="1"/>
2323 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
2324 </Node>
2325 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.9628792405128479e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2977983355522156e-01" nType="0">
2326 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9130936861038208e-01" nType="1"/>
2327 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6954811811447144e-01" nType="-1"/>
2328 </Node>
2329 </Node>
2330 </Node>
2331 </BinaryTree>
2332 <BinaryTree type="DecisionTree" boostWeight="3.1790307663147649e-01" itree="161">
2333 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7477259635925293e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4205381870269775e-01" nType="0">
2334 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.6563193202018738e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9055906534194946e-01" nType="0">
2335 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.9867265596985817e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2090265750885010e-01" nType="1"/>
2336 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.3345977067947388e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6173477768898010e-01" nType="0">
2337 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3523083925247192e-01" nType="1"/>
2338 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4766497611999512e-02" nType="-1"/>
2339 </Node>
2340 </Node>
2341 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.2745425224304199e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5657209753990173e-01" nType="-1"/>
2342 </Node>
2343 </BinaryTree>
2344 <BinaryTree type="DecisionTree" boostWeight="3.0356739600267968e-01" itree="162">
2345 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0847666263580322e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7935077548027039e-01" nType="0">
2346 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2347 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.7223542928695679e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6474525332450867e-01" nType="0">
2348 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.1030296087265015e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7179188728332520e-01" nType="0">
2349 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9821184873580933e-01" nType="1"/>
2350 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7831690907478333e-01" nType="-1"/>
2351 </Node>
2352 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.6919909715652466e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8529968261718750e-01" nType="-1"/>
2353 </Node>
2354 </Node>
2355 </BinaryTree>
2356 <BinaryTree type="DecisionTree" boostWeight="4.6961772128662987e-01" itree="163">
2357 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8990211486816406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3494793772697449e-01" nType="0">
2358 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2557536363601685e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4752161502838135e-01" nType="0">
2359 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2360 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.4006002135574818e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6952787041664124e-01" nType="0">
2361 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2362 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4494104981422424e-01" nType="-1"/>
2363 </Node>
2364 </Node>
2365 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5000785589218140e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5491895675659180e-01" nType="0">
2366 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.4050616621971130e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1008009910583496e-01" nType="0">
2367 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6296223402023315e-01" nType="1"/>
2368 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7196255326271057e-01" nType="-1"/>
2369 </Node>
2370 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.5444109439849854e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6452773809432983e-01" nType="-1"/>
2371 </Node>
2372 </Node>
2373 </BinaryTree>
2374 <BinaryTree type="DecisionTree" boostWeight="3.1215020874253857e-01" itree="164">
2375 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3535423278808594e-01" nType="0">
2376 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3209542259573936e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1857972145080566e-01" nType="0">
2377 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.5431109592318535e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5361505746841431e-01" nType="1"/>
2378 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.2193943150341511e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2636159062385559e-01" nType="0">
2379 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1423811912536621e-01" nType="1"/>
2380 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9186046719551086e-01" nType="-1"/>
2381 </Node>
2382 </Node>
2383 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.6557107567787170e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9251986742019653e-01" nType="-1"/>
2384 </Node>
2385 </BinaryTree>
2386 <BinaryTree type="DecisionTree" boostWeight="2.9804387841867097e-01" itree="165">
2387 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9338033795356750e-01" nType="0">
2388 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0015525817871094e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1729305982589722e-01" nType="1"/>
2389 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.5907964706420898e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6688533425331116e-01" nType="0">
2390 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.1823375225067139e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8814324140548706e-01" nType="0">
2391 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6885486841201782e-01" nType="1"/>
2392 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0888128280639648e-01" nType="-1"/>
2393 </Node>
2394 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
2395 </Node>
2396 </Node>
2397 </BinaryTree>
2398 <BinaryTree type="DecisionTree" boostWeight="2.1498755576182987e-01" itree="166">
2399 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5741761326789856e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8103055357933044e-01" nType="0">
2400 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.8892675042152405e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1610224246978760e-01" nType="0">
2401 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1007590293884277e-01" nType="1"/>
2402 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3005093932151794e-01" nType="-1"/>
2403 </Node>
2404 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.1003041267395020e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5101988315582275e-01" nType="0">
2405 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6315702199935913e-01" nType="1"/>
2406 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.5210990831255913e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0701723098754883e-01" nType="-1"/>
2407 </Node>
2408 </Node>
2409 </BinaryTree>
2410 <BinaryTree type="DecisionTree" boostWeight="4.7690162491613752e-01" itree="167">
2411 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.1990255117416382e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2374080419540405e-01" nType="0">
2412 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5671530961990356e-01" nType="0">
2413 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7666993141174316e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6054215431213379e-01" nType="1"/>
2414 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.6101695895195007e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9186128973960876e-01" nType="0">
2415 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0493296384811401e-01" nType="1"/>
2416 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5696370601654053e-01" nType="-1"/>
2417 </Node>
2418 </Node>
2419 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.7227684259414673e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6983752250671387e-01" nType="0">
2420 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.8663800954818726e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4515249133110046e-01" nType="0">
2421 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0956008434295654e-01" nType="1"/>
2422 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9859223961830139e-01" nType="-1"/>
2423 </Node>
2424 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1177598237991333e-01" nType="-1"/>
2425 </Node>
2426 </Node>
2427 </BinaryTree>
2428 <BinaryTree type="DecisionTree" boostWeight="3.6326910395510786e-01" itree="168">
2429 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0842185020446777e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1018232703208923e-01" nType="0">
2430 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2431 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.8113584518432617e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8725686073303223e-01" nType="0">
2432 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2433 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.0827016830444336e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5593429207801819e-01" nType="-1"/>
2434 </Node>
2435 </Node>
2436 </BinaryTree>
2437 <BinaryTree type="DecisionTree" boostWeight="2.7320408076874203e-01" itree="169">
2438 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0670465230941772e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4949760437011719e-01" nType="0">
2439 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2440 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.6554565429687500e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3449982404708862e-01" nType="0">
2441 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2442 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.7377083301544189e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9883684515953064e-01" nType="0">
2443 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6074190139770508e-01" nType="1"/>
2444 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1482836604118347e-01" nType="-1"/>
2445 </Node>
2446 </Node>
2447 </Node>
2448 </BinaryTree>
2449 <BinaryTree type="DecisionTree" boostWeight="4.6160939004482332e-01" itree="170">
2450 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035470485687256e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4581570625305176e-01" nType="0">
2451 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.0614627599716187e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2122675180435181e-01" nType="0">
2452 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.4356198310852051e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6528972387313843e-01" nType="1"/>
2453 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.6334409713745117e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8156889677047729e-01" nType="0">
2454 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2289961576461792e-01" nType="1"/>
2455 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3557439446449280e-01" nType="-1"/>
2456 </Node>
2457 </Node>
2458 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.8096499443054199e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5595827698707581e-01" nType="0">
2459 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.9160784780979156e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9192250967025757e-01" nType="1"/>
2460 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.9400178790092468e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8831248879432678e-01" nType="0">
2461 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0198148488998413e-01" nType="1"/>
2462 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3076745271682739e-01" nType="-1"/>
2463 </Node>
2464 </Node>
2465 </Node>
2466 </BinaryTree>
2467 <BinaryTree type="DecisionTree" boostWeight="3.0026493962849188e-01" itree="171">
2468 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0847666263580322e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7340422868728638e-01" nType="0">
2469 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2470 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.2954373359680176e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6040600538253784e-01" nType="0">
2471 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.7500262260437012e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1420050859451294e-01" nType="0">
2472 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7032418251037598e-01" nType="1"/>
2473 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0080488920211792e-01" nType="-1"/>
2474 </Node>
2475 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.5651057958602905e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4459418654441833e-01" nType="0">
2476 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2110379934310913e-01" nType="1"/>
2477 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6100382804870605e-01" nType="-1"/>
2478 </Node>
2479 </Node>
2480 </Node>
2481 </BinaryTree>
2482 <BinaryTree type="DecisionTree" boostWeight="4.6393893483596466e-01" itree="172">
2483 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2861827611923218e-01" nType="0">
2484 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.4870226159691811e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5121295452117920e-01" nType="1"/>
2485 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="5.0313067436218262e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1632423400878906e-01" nType="-1"/>
2486 </Node>
2487 </BinaryTree>
2488 <BinaryTree type="DecisionTree" boostWeight="4.3616303130330769e-01" itree="173">
2489 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6598848700523376e-01" nType="0">
2490 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0251183509826660e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6021313667297363e-01" nType="1"/>
2491 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8535258173942566e-01" nType="0">
2492 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8700819015502930e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6362042427062988e-01" nType="0">
2493 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2045049667358398e-01" nType="1"/>
2494 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8532570600509644e-01" nType="-1"/>
2495 </Node>
2496 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.2470484972000122e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7310180664062500e-01" nType="-1"/>
2497 </Node>
2498 </Node>
2499 </BinaryTree>
2500 <BinaryTree type="DecisionTree" boostWeight="3.6460129414932202e-01" itree="174">
2501 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6843441724777222e-01" nType="0">
2502 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.9750573635101318e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0283792018890381e-01" nType="0">
2503 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6761243343353271e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7005276679992676e-01" nType="0">
2504 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2046130895614624e-01" nType="1"/>
2505 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7761610150337219e-01" nType="-1"/>
2506 </Node>
2507 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.7194392681121826e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5771980881690979e-01" nType="0">
2508 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2603417634963989e-01" nType="1"/>
2509 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4689833819866180e-01" nType="-1"/>
2510 </Node>
2511 </Node>
2512 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.2068533897399902e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0977998971939087e-01" nType="0">
2513 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.8402191400527954e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4817661046981812e-01" nType="1"/>
2514 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.4842737913131714e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8829845786094666e-01" nType="-1"/>
2515 </Node>
2516 </Node>
2517 </BinaryTree>
2518 <BinaryTree type="DecisionTree" boostWeight="2.6781923271739855e-01" itree="175">
2519 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.5228341102600098e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8935986161231995e-01" nType="0">
2520 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2200322151184082e-01" nType="1"/>
2521 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="7.7476167678833008e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7354028224945068e-01" nType="-1"/>
2522 </Node>
2523 </BinaryTree>
2524 <BinaryTree type="DecisionTree" boostWeight="5.0972722817097216e-01" itree="176">
2525 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164197683334351e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4852586984634399e-01" nType="0">
2526 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.5718673467636108e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9439733028411865e-01" nType="0">
2527 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.9186319410800934e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3660242557525635e-01" nType="1"/>
2528 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
2529 </Node>
2530 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.5426756143569946e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7394121289253235e-01" nType="0">
2531 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="4.1409920901060104e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3004080653190613e-01" nType="0">
2532 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1644023656845093e-01" nType="1"/>
2533 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8485083580017090e-01" nType="-1"/>
2534 </Node>
2535 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
2536 </Node>
2537 </Node>
2538 </BinaryTree>
2539 <BinaryTree type="DecisionTree" boostWeight="2.8743773349492041e-01" itree="177">
2540 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8486375808715820e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5325788259506226e-01" nType="0">
2541 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.7743828296661377e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2899132966995239e-01" nType="0">
2542 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8202738761901855e-01" nType="1"/>
2543 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1867591738700867e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0288375616073608e-01" nType="0">
2544 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4582316875457764e-01" nType="1"/>
2545 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9914286732673645e-01" nType="-1"/>
2546 </Node>
2547 </Node>
2548 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7088940143585205e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9063262343406677e-01" nType="0">
2549 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.4256327152252197e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0542618036270142e-01" nType="1"/>
2550 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.3236780166625977e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5767444372177124e-01" nType="0">
2551 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0409948825836182e-01" nType="1"/>
2552 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6252865791320801e-01" nType="-1"/>
2553 </Node>
2554 </Node>
2555 </Node>
2556 </BinaryTree>
2557 <BinaryTree type="DecisionTree" boostWeight="3.4440025632223892e-01" itree="178">
2558 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3529781103134155e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9566913247108459e-01" nType="0">
2559 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9226331710815430e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7613990306854248e-01" nType="0">
2560 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.7968140840530396e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5770205259323120e-01" nType="0">
2561 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2562 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9647346138954163e-01" nType="-1"/>
2563 </Node>
2564 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.0526926517486572e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3292352557182312e-01" nType="0">
2565 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0848543643951416e-01" nType="1"/>
2566 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9014965891838074e-01" nType="-1"/>
2567 </Node>
2568 </Node>
2569 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.5482564270496368e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0996442288160324e-01" nType="-1"/>
2570 </Node>
2571 </BinaryTree>
2572 <BinaryTree type="DecisionTree" boostWeight="2.1358067066491654e-01" itree="179">
2573 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6628740429878235e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9460631608963013e-01" nType="0">
2574 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9649423360824585e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2029716968536377e-01" nType="0">
2575 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.1041767597198486e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0562210083007812e-01" nType="1"/>
2576 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.4589173793792725e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9570444226264954e-01" nType="0">
2577 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3698015213012695e-01" nType="1"/>
2578 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0151212811470032e-01" nType="-1"/>
2579 </Node>
2580 </Node>
2581 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.4474983215332031e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8992234766483307e-01" nType="-1"/>
2582 </Node>
2583 </BinaryTree>
2584 <BinaryTree type="DecisionTree" boostWeight="3.8093064725140474e-01" itree="180">
2585 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.0350322723388672e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7033151984214783e-01" nType="0">
2586 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7157237529754639e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0458320379257202e-01" nType="0">
2587 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="9.0569583699107170e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5163439512252808e-01" nType="0">
2588 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4503213167190552e-01" nType="1"/>
2589 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4899424910545349e-01" nType="-1"/>
2590 </Node>
2591 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6777641773223877e-01" nType="-1"/>
2592 </Node>
2593 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.7825486660003662e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6095154881477356e-01" nType="-1"/>
2594 </Node>
2595 </BinaryTree>
2596 <BinaryTree type="DecisionTree" boostWeight="3.2871470980403983e-01" itree="181">
2597 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8549146652221680e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5811381340026855e-01" nType="0">
2598 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.1835891753435135e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5157052278518677e-01" nType="1"/>
2599 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.1672050952911377e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0797659158706665e-01" nType="0">
2600 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.1171252727508545e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3797733783721924e-01" nType="0">
2601 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1941605806350708e-01" nType="1"/>
2602 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8896024227142334e-01" nType="-1"/>
2603 </Node>
2604 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4690937101840973e-01" nType="-1"/>
2605 </Node>
2606 </Node>
2607 </BinaryTree>
2608 <BinaryTree type="DecisionTree" boostWeight="7.7023594385080552e-01" itree="182">
2609 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.5367558002471924e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9312635660171509e-01" nType="0">
2610 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8663386106491089e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5960688591003418e-01" nType="1"/>
2611 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="5.3843629360198975e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8928315639495850e-01" nType="-1"/>
2612 </Node>
2613 </BinaryTree>
2614 <BinaryTree type="DecisionTree" boostWeight="3.6172409296463942e-01" itree="183">
2615 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2819648981094360e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1585877537727356e-01" nType="0">
2616 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.2717632390558720e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4111801385879517e-01" nType="0">
2617 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2618 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9191442728042603e-01" nType="-1"/>
2619 </Node>
2620 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5226196289062500e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7989243865013123e-01" nType="0">
2621 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6830949783325195e-01" nType="1"/>
2622 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.6662855148315430e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5509642958641052e-01" nType="-1"/>
2623 </Node>
2624 </Node>
2625 </BinaryTree>
2626 <BinaryTree type="DecisionTree" boostWeight="3.2546662648291319e-01" itree="184">
2627 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0952875614166260e-01" nType="0">
2628 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="7.6520410366356373e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9041311740875244e-01" nType="0">
2629 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.1489975452423096e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3911657333374023e-01" nType="0">
2630 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4325065612792969e-01" nType="1"/>
2631 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0958032011985779e-01" nType="-1"/>
2632 </Node>
2633 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.4572417363524437e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1091166734695435e-01" nType="1"/>
2634 </Node>
2635 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.3878349065780640e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8506665825843811e-01" nType="0">
2636 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5828640460968018e-01" nType="-1"/>
2637 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.3574509024620056e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1396329998970032e-01" nType="0">
2638 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6733793020248413e-01" nType="1"/>
2639 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1736050546169281e-02" nType="-1"/>
2640 </Node>
2641 </Node>
2642 </Node>
2643 </BinaryTree>
2644 <BinaryTree type="DecisionTree" boostWeight="2.3314097343022575e-01" itree="185">
2645 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="8.5647373199462891e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6785666942596436e-01" nType="0">
2646 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.1096458435058594e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8014017343521118e-01" nType="0">
2647 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8055837154388428e-01" nType="1"/>
2648 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.1615597009658813e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6367737054824829e-01" nType="0">
2649 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2250918149948120e-01" nType="1"/>
2650 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5637956261634827e-01" nType="-1"/>
2651 </Node>
2652 </Node>
2653 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5717422366142273e-01" nType="-1"/>
2654 </Node>
2655 </BinaryTree>
2656 <BinaryTree type="DecisionTree" boostWeight="2.0471194690596814e-01" itree="186">
2657 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.5228341102600098e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6568652391433716e-01" nType="0">
2658 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0546979904174805e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8074778318405151e-01" nType="0">
2659 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2660 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.5371853113174438e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6644457578659058e-01" nType="0">
2661 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2196105718612671e-01" nType="1"/>
2662 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8761537671089172e-01" nType="-1"/>
2663 </Node>
2664 </Node>
2665 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8114853203296661e-02" nType="-1"/>
2666 </Node>
2667 </BinaryTree>
2668 <BinaryTree type="DecisionTree" boostWeight="2.6767343917959358e-01" itree="187">
2669 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.1106707453727722e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9488749504089355e-01" nType="0">
2670 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.5388521552085876e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1856210231781006e-01" nType="1"/>
2671 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3071905076503754e-01" nType="-1"/>
2672 </Node>
2673 </BinaryTree>
2674 <BinaryTree type="DecisionTree" boostWeight="4.0195645211954273e-01" itree="188">
2675 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8193701505661011e-01" nType="0">
2676 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.7717871591448784e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3887608051300049e-01" nType="0">
2677 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1171458959579468e-01" nType="1"/>
2678 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.0004229545593262e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2940350770950317e-01" nType="0">
2679 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2680 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6040490269660950e-01" nType="-1"/>
2681 </Node>
2682 </Node>
2683 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.4954794645309448e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8374968767166138e-01" nType="0">
2684 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6101695895195007e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8792120218276978e-01" nType="0">
2685 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2183001041412354e-01" nType="1"/>
2686 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8675916790962219e-01" nType="-1"/>
2687 </Node>
2688 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.8615561723709106e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1189870834350586e-01" nType="-1"/>
2689 </Node>
2690 </Node>
2691 </BinaryTree>
2692 <BinaryTree type="DecisionTree" boostWeight="4.1743353502078107e-01" itree="189">
2693 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2019681930541992e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1586362123489380e-01" nType="0">
2694 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8635849952697754e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2985249757766724e-01" nType="1"/>
2695 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.7781226634979248e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7754031419754028e-01" nType="0">
2696 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4067261219024658e-01" nType="1"/>
2697 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.7992831766605377e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5004749298095703e-01" nType="0">
2698 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0577547550201416e-01" nType="1"/>
2699 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2504627108573914e-01" nType="-1"/>
2700 </Node>
2701 </Node>
2702 </Node>
2703 </BinaryTree>
2704 <BinaryTree type="DecisionTree" boostWeight="3.0077054259143099e-01" itree="190">
2705 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4246515035629272e-01" nType="0">
2706 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.7279521822929382e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5806829929351807e-01" nType="0">
2707 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="6.8073101341724396e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9307863712310791e-01" nType="0">
2708 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3855268955230713e-01" nType="1"/>
2709 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0304670333862305e-01" nType="-1"/>
2710 </Node>
2711 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
2712 </Node>
2713 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7935299873352051e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7305279970169067e-01" nType="0">
2714 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7629032731056213e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1039999723434448e-01" nType="0">
2715 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4975479841232300e-01" nType="1"/>
2716 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8209587335586548e-01" nType="-1"/>
2717 </Node>
2718 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5335984826087952e-01" nType="-1"/>
2719 </Node>
2720 </Node>
2721 </BinaryTree>
2722 <BinaryTree type="DecisionTree" boostWeight="4.5402231461981779e-01" itree="191">
2723 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8369119167327881e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2908742427825928e-01" nType="0">
2724 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.1051725149154663e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8118760585784912e-01" nType="0">
2725 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.4287307262420654e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2262179851531982e-01" nType="1"/>
2726 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.1595499515533447e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7034996747970581e-01" nType="0">
2727 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1490708589553833e-01" nType="1"/>
2728 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4233069121837616e-01" nType="-1"/>
2729 </Node>
2730 </Node>
2731 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.1528662443161011e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7180098891258240e-01" nType="0">
2732 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.1493332684040070e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6688857674598694e-01" nType="0">
2733 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3277771472930908e-01" nType="1"/>
2734 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5359540581703186e-01" nType="-1"/>
2735 </Node>
2736 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
2737 </Node>
2738 </Node>
2739 </BinaryTree>
2740 <BinaryTree type="DecisionTree" boostWeight="5.7252520741132462e-01" itree="192">
2741 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7321650385856628e-01" nType="0">
2742 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.2557536363601685e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1684464216232300e-01" nType="1"/>
2743 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7588591575622559e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4883958101272583e-01" nType="0">
2744 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.4922544956207275e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7672436237335205e-01" nType="0">
2745 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2084816694259644e-01" nType="1"/>
2746 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0119365453720093e-01" nType="-1"/>
2747 </Node>
2748 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
2749 </Node>
2750 </Node>
2751 </BinaryTree>
2752 <BinaryTree type="DecisionTree" boostWeight="3.5898395552025786e-01" itree="193">
2753 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.0414649844169617e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2889013290405273e-01" nType="0">
2754 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.5392386913299561e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6054669618606567e-01" nType="0">
2755 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6234912872314453e-01" nType="1"/>
2756 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="5.7704567909240723e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9933785200119019e-01" nType="0">
2757 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6775319576263428e-01" nType="1"/>
2758 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0461697131395340e-02" nType="-1"/>
2759 </Node>
2760 </Node>
2761 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
2762 </Node>
2763 </BinaryTree>
2764 <BinaryTree type="DecisionTree" boostWeight="3.7974418085895345e-01" itree="194">
2765 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5035606622695923e-01" nType="0">
2766 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.7518870234489441e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0564416646957397e-01" nType="0">
2767 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8565374612808228e-01" nType="1"/>
2768 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.4952016770839691e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3733105659484863e-01" nType="-1"/>
2769 </Node>
2770 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.1451455354690552e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3854541182518005e-01" nType="0">
2771 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5369373559951782e-01" nType="1"/>
2772 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.0220029354095459e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1612792611122131e-01" nType="-1"/>
2773 </Node>
2774 </Node>
2775 </BinaryTree>
2776 <BinaryTree type="DecisionTree" boostWeight="1.9213196606560365e-01" itree="195">
2777 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3324799537658691e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7873917222023010e-01" nType="0">
2778 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.7965455055236816e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9457722902297974e-01" nType="0">
2779 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.1650385856628418e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9886237382888794e-01" nType="0">
2780 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8466614484786987e-01" nType="1"/>
2781 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8937585949897766e-01" nType="-1"/>
2782 </Node>
2783 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8022650480270386e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5646810531616211e-01" nType="0">
2784 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0917196273803711e-01" nType="1"/>
2785 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9511228799819946e-01" nType="-1"/>
2786 </Node>
2787 </Node>
2788 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2802883982658386e-01" nType="-1"/>
2789 </Node>
2790 </BinaryTree>
2791 <BinaryTree type="DecisionTree" boostWeight="3.3222883410572451e-01" itree="196">
2792 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.9596565961837769e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6854773163795471e-01" nType="0">
2793 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2794 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.4861459732055664e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4400221109390259e-01" nType="0">
2795 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.1331390142440796e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8103132843971252e-01" nType="0">
2796 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6666188240051270e-01" nType="1"/>
2797 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1590338945388794e-01" nType="-1"/>
2798 </Node>
2799 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3027362525463104e-01" nType="-1"/>
2800 </Node>
2801 </Node>
2802 </BinaryTree>
2803 <BinaryTree type="DecisionTree" boostWeight="3.5167000166562107e-01" itree="197">
2804 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3469371795654297e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2714810371398926e-01" nType="0">
2805 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.8104844689369202e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4681917428970337e-01" nType="0">
2806 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.7766391038894653e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1657741069793701e-01" nType="1"/>
2807 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4441706538200378e-01" nType="-1"/>
2808 </Node>
2809 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.9114203453063965e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8134500384330750e-01" nType="0">
2810 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
2811 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.4256480634212494e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5373565554618835e-01" nType="-1"/>
2812 </Node>
2813 </Node>
2814 </BinaryTree>
2815 <BinaryTree type="DecisionTree" boostWeight="2.3914237072568900e-01" itree="198">
2816 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0673464536666870e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7841283082962036e-01" nType="0">
2817 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.6591687202453613e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0488724708557129e-01" nType="1"/>
2818 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0873311161994934e-01" nType="-1"/>
2819 </Node>
2820 </BinaryTree>
2821 <BinaryTree type="DecisionTree" boostWeight="5.4359018078080867e-01" itree="199">
2822 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1277123689651489e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2107325792312622e-01" nType="0">
2823 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.7550213336944580e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9096282720565796e-01" nType="0">
2824 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7682960033416748e-01" nType="1"/>
2825 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.0787038207054138e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1406130492687225e-01" nType="-1"/>
2826 </Node>
2827 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.0400407947599888e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1991654634475708e-01" nType="0">
2828 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="5.6021516211330891e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3985942006111145e-01" nType="0">
2829 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8216942548751831e-01" nType="1"/>
2830 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0776089429855347e-01" nType="-1"/>
2831 </Node>
2832 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5568460226058960e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7392378449440002e-01" nType="-1"/>
2833 </Node>
2834 </Node>
2835 </BinaryTree>
2836 <BinaryTree type="DecisionTree" boostWeight="4.1579742036172113e-01" itree="200">
2837 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.2371284484863281e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9592956304550171e-01" nType="0">
2838 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.2188688516616821e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2092089653015137e-01" nType="0">
2839 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0477088689804077e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6782170534133911e-01" nType="0">
2840 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0633745193481445e-01" nType="1"/>
2841 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8612267374992371e-01" nType="-1"/>
2842 </Node>
2843 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.7340778112411499e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8859614133834839e-01" nType="0">
2844 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5142458677291870e-01" nType="1"/>
2845 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0031278729438782e-01" nType="-1"/>
2846 </Node>
2847 </Node>
2848 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8767574429512024e-01" nType="-1"/>
2849 </Node>
2850 </BinaryTree>
2851 <BinaryTree type="DecisionTree" boostWeight="5.2992993933300225e-01" itree="201">
2852 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0783902406692505e-01" nType="0">
2853 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0378311388194561e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2627149820327759e-01" nType="1"/>
2854 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.3975401520729065e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3267044425010681e-01" nType="0">
2855 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="8.6938813328742981e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5909306406974792e-01" nType="0">
2856 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9939756393432617e-01" nType="1"/>
2857 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1258985400199890e-01" nType="-1"/>
2858 </Node>
2859 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
2860 </Node>
2861 </Node>
2862 </BinaryTree>
2863 <BinaryTree type="DecisionTree" boostWeight="3.7230264191096379e-01" itree="202">
2864 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.1975586414337158e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5817518234252930e-01" nType="0">
2865 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.7370103597640991e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9191274642944336e-01" nType="0">
2866 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.4337052106857300e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7206531763076782e-01" nType="0">
2867 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2372242212295532e-01" nType="1"/>
2868 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8121216893196106e-01" nType="-1"/>
2869 </Node>
2870 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5486494302749634e-01" nType="1"/>
2871 </Node>
2872 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.1870622634887695e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1395160853862762e-01" nType="-1"/>
2873 </Node>
2874 </BinaryTree>
2875 <BinaryTree type="DecisionTree" boostWeight="4.2229355784289302e-01" itree="203">
2876 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4120508432388306e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4561811685562134e-01" nType="0">
2877 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.0752459764480591e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4981693029403687e-01" nType="0">
2878 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.8693287372589111e-01" nType="1"/>
2879 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.0677893161773682e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8593779802322388e-01" nType="0">
2880 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1101824045181274e-01" nType="1"/>
2881 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3259460330009460e-01" nType="-1"/>
2882 </Node>
2883 </Node>
2884 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.7309427261352539e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2138168215751648e-01" nType="0">
2885 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0832003317773342e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1626815795898438e-01" nType="1"/>
2886 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.5901525616645813e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8955160677433014e-02" nType="-1"/>
2887 </Node>
2888 </Node>
2889 </BinaryTree>
2890 <BinaryTree type="DecisionTree" boostWeight="4.1806735580761922e-01" itree="204">
2891 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.8820784091949463e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3981486558914185e-01" nType="0">
2892 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.2085002660751343e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5726158618927002e-01" nType="0">
2893 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.2380882501602173e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9639599323272705e-01" nType="1"/>
2894 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.0101144313812256e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7535429000854492e-01" nType="-1"/>
2895 </Node>
2896 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.7382159233093262e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5009131431579590e-01" nType="-1"/>
2897 </Node>
2898 </BinaryTree>
2899 <BinaryTree type="DecisionTree" boostWeight="3.4571407238104251e-01" itree="205">
2900 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1252256631851196e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9185664057731628e-01" nType="0">
2901 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.0331157445907593e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6144592761993408e-01" nType="0">
2902 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0605022907257080e-01" nType="1"/>
2903 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.8383793830871582e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3209377527236938e-01" nType="0">
2904 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5040788650512695e-01" nType="1"/>
2905 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
2906 </Node>
2907 </Node>
2908 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.2941510677337646e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2888564467430115e-01" nType="0">
2909 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.6792020797729492e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1640951633453369e-01" nType="0">
2910 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4895086288452148e-01" nType="1"/>
2911 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8039487600326538e-01" nType="-1"/>
2912 </Node>
2913 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.0270727872848511e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2826533019542694e-01" nType="0">
2914 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5427011251449585e-01" nType="1"/>
2915 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8694958090782166e-01" nType="-1"/>
2916 </Node>
2917 </Node>
2918 </Node>
2919 </BinaryTree>
2920 <BinaryTree type="DecisionTree" boostWeight="3.7544970227107016e-01" itree="206">
2921 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7476167678833008e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7562575340270996e-01" nType="0">
2922 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.2941510677337646e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9757500886917114e-01" nType="0">
2923 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.6778469085693359e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0605781078338623e-01" nType="1"/>
2924 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8557482957839966e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5151442289352417e-01" nType="0">
2925 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9123903512954712e-01" nType="1"/>
2926 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5925272107124329e-01" nType="-1"/>
2927 </Node>
2928 </Node>
2929 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.8002016544342041e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4443739056587219e-01" nType="0">
2930 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0493619441986084e-01" nType="-1"/>
2931 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.4798651337623596e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9207046926021576e-01" nType="0">
2932 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2914083003997803e-01" nType="1"/>
2933 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4071059226989746e-02" nType="-1"/>
2934 </Node>
2935 </Node>
2936 </Node>
2937 </BinaryTree>
2938 <BinaryTree type="DecisionTree" boostWeight="5.3969035529134846e-01" itree="207">
2939 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7500262260437012e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5626819133758545e-01" nType="0">
2940 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.5114389061927795e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9647489190101624e-01" nType="0">
2941 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.2883312702178955e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9411799907684326e-01" nType="0">
2942 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2397696971893311e-01" nType="1"/>
2943 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8625369071960449e-01" nType="-1"/>
2944 </Node>
2945 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.4992220699787140e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5808676481246948e-01" nType="0">
2946 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3955819606781006e-01" nType="1"/>
2947 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0084115266799927e-01" nType="-1"/>
2948 </Node>
2949 </Node>
2950 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.9617488980293274e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0011159181594849e-01" nType="0">
2951 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.6523785591125488e-01" nType="1"/>
2952 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.0549113273620605e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5501955151557922e-01" nType="0">
2953 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7225543260574341e-01" nType="1"/>
2954 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4869252219796181e-02" nType="-1"/>
2955 </Node>
2956 </Node>
2957 </Node>
2958 </BinaryTree>
2959 <BinaryTree type="DecisionTree" boostWeight="3.9943869923618036e-01" itree="208">
2960 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="8.5659427642822266e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3610670566558838e-01" nType="0">
2961 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7179242372512817e-01" nType="0">
2962 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.4870226159691811e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8350863456726074e-01" nType="1"/>
2963 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.0363106727600098e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4541355967521667e-01" nType="0">
2964 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2791751623153687e-01" nType="1"/>
2965 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5441389679908752e-01" nType="-1"/>
2966 </Node>
2967 </Node>
2968 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.2919572830200195e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4938130378723145e-01" nType="-1"/>
2969 </Node>
2970 </BinaryTree>
2971 <BinaryTree type="DecisionTree" boostWeight="1.8720854877241955e-01" itree="209">
2972 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.9031850099563599e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6020612120628357e-01" nType="0">
2973 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0568724870681763e-01" nType="1"/>
2974 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.6141729354858398e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4928723573684692e-01" nType="0">
2975 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.5274426460266113e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6952178478240967e-01" nType="0">
2976 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1736955642700195e-01" nType="1"/>
2977 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0049040317535400e-01" nType="-1"/>
2978 </Node>
2979 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.1698431968688965e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2786020040512085e-01" nType="-1"/>
2980 </Node>
2981 </Node>
2982 </BinaryTree>
2983 <BinaryTree type="DecisionTree" boostWeight="3.3924730814725407e-01" itree="210">
2984 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7356994152069092e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8834881186485291e-01" nType="0">
2985 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.1666634827852249e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9171307086944580e-01" nType="0">
2986 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.3313239216804504e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3597488403320312e-01" nType="0">
2987 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1058100461959839e-01" nType="1"/>
2988 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5796729326248169e-01" nType="-1"/>
2989 </Node>
2990 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7011116147041321e-01" nType="-1"/>
2991 </Node>
2992 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.5290681123733521e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2956796288490295e-01" nType="0">
2993 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.4662445783615112e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9761989116668701e-01" nType="0">
2994 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6179867982864380e-01" nType="1"/>
2995 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1319575905799866e-01" nType="-1"/>
2996 </Node>
2997 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4680965542793274e-01" nType="-1"/>
2998 </Node>
2999 </Node>
3000 </BinaryTree>
3001 <BinaryTree type="DecisionTree" boostWeight="2.6414134005509565e-01" itree="211">
3002 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.7093858718872070e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0017356872558594e-01" nType="0">
3003 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7636309862136841e-01" nType="1"/>
3004 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.7690482735633850e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8951429128646851e-01" nType="0">
3005 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.5177596807479858e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3632401227951050e-01" nType="1"/>
3006 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.1492439508438110e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4560906291007996e-01" nType="0">
3007 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3731662034988403e-01" nType="1"/>
3008 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8634819388389587e-01" nType="-1"/>
3009 </Node>
3010 </Node>
3011 </Node>
3012 </BinaryTree>
3013 <BinaryTree type="DecisionTree" boostWeight="2.9676685856134155e-01" itree="212">
3014 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8116680383682251e-01" nType="0">
3015 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1632922887802124e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1023720502853394e-01" nType="0">
3016 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8147749826312065e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3496683835983276e-01" nType="1"/>
3017 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7309085726737976e-01" nType="-1"/>
3018 </Node>
3019 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8553180694580078e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4443895816802979e-01" nType="0">
3020 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.7623866796493530e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1350208520889282e-01" nType="1"/>
3021 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.7122481465339661e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6252555251121521e-01" nType="-1"/>
3022 </Node>
3023 </Node>
3024 </BinaryTree>
3025 <BinaryTree type="DecisionTree" boostWeight="3.6137636171665805e-01" itree="213">
3026 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8553168773651123e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3730756044387817e-01" nType="0">
3027 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.9370083808898926e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3944920301437378e-01" nType="0">
3028 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.0230569839477539e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5687804222106934e-01" nType="1"/>
3029 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.5023010253906250e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4632484912872314e-01" nType="0">
3030 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4692598581314087e-01" nType="1"/>
3031 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7829660773277283e-01" nType="-1"/>
3032 </Node>
3033 </Node>
3034 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7001699805259705e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6555078029632568e-01" nType="0">
3035 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.5410001575946808e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1945697069168091e-01" nType="0">
3036 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4398061037063599e-01" nType="1"/>
3037 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6035724878311157e-01" nType="-1"/>
3038 </Node>
3039 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.8900185227394104e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8512465357780457e-01" nType="-1"/>
3040 </Node>
3041 </Node>
3042 </BinaryTree>
3043 <BinaryTree type="DecisionTree" boostWeight="3.3255022883852475e-01" itree="214">
3044 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1676084995269775e-01" nType="0">
3045 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8307127952575684e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3311591148376465e-01" nType="1"/>
3046 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.1573210954666138e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5595546960830688e-01" nType="0">
3047 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.4220098853111267e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6244113445281982e-01" nType="0">
3048 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1733143329620361e-01" nType="1"/>
3049 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4198933243751526e-01" nType="-1"/>
3050 </Node>
3051 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5825269818305969e-01" nType="-1"/>
3052 </Node>
3053 </Node>
3054 </BinaryTree>
3055 <BinaryTree type="DecisionTree" boostWeight="4.6704264052498523e-01" itree="215">
3056 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.3006944656372070e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9884340167045593e-01" nType="0">
3057 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
3058 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1419648170471191e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5837533473968506e-01" nType="0">
3059 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.6414844989776611e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0144869089126587e-01" nType="0">
3060 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6557049751281738e-01" nType="1"/>
3061 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3136597275733948e-01" nType="-1"/>
3062 </Node>
3063 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.5094331741333008e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8300129100680351e-02" nType="-1"/>
3064 </Node>
3065 </Node>
3066 </BinaryTree>
3067 <BinaryTree type="DecisionTree" boostWeight="3.9055725009162418e-01" itree="216">
3068 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9032776355743408e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1013350486755371e-01" nType="0">
3069 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.9319317340850830e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3188767433166504e-01" nType="0">
3070 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.6331729888916016e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4064829349517822e-01" nType="1"/>
3071 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5846253633499146e-01" nType="-1"/>
3072 </Node>
3073 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.0417796373367310e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3269753456115723e-01" nType="0">
3074 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.4419924020767212e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0093996524810791e-01" nType="0">
3075 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5667986869812012e-01" nType="1"/>
3076 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4467417001724243e-01" nType="-1"/>
3077 </Node>
3078 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.4266879558563232e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1060850620269775e-01" nType="0">
3079 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9348183870315552e-01" nType="1"/>
3080 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5841655433177948e-01" nType="-1"/>
3081 </Node>
3082 </Node>
3083 </Node>
3084 </BinaryTree>
3085 <BinaryTree type="DecisionTree" boostWeight="3.3906119419657582e-01" itree="217">
3086 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4274559974670410e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9964871406555176e-01" nType="0">
3087 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.6605247259140015e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1985957622528076e-01" nType="0">
3088 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.6590605974197388e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5103644132614136e-01" nType="1"/>
3089 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.8889665007591248e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9022555947303772e-01" nType="0">
3090 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3554528951644897e-01" nType="1"/>
3091 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3092 </Node>
3093 </Node>
3094 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1160962060093880e-02" nType="-1"/>
3095 </Node>
3096 </BinaryTree>
3097 <BinaryTree type="DecisionTree" boostWeight="5.2719909737955151e-01" itree="218">
3098 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9448479413986206e-01" nType="0">
3099 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.2618216685950756e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4546358585357666e-01" nType="1"/>
3100 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="7.6274561882019043e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4475823342800140e-01" nType="-1"/>
3101 </Node>
3102 </BinaryTree>
3103 <BinaryTree type="DecisionTree" boostWeight="3.9214788777974580e-01" itree="219">
3104 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2995107173919678e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6384831666946411e-01" nType="0">
3105 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
3106 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.5659427642822266e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1628524065017700e-01" nType="0">
3107 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.3227883577346802e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6329572200775146e-01" nType="0">
3108 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2967920303344727e-01" nType="1"/>
3109 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9757081866264343e-01" nType="-1"/>
3110 </Node>
3111 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.2925337791442871e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4636911004781723e-02" nType="-1"/>
3112 </Node>
3113 </Node>
3114 </BinaryTree>
3115 <BinaryTree type="DecisionTree" boostWeight="3.8560632013445867e-01" itree="220">
3116 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.0351854562759399e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0567567348480225e-01" nType="0">
3117 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0911916494369507e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8860576152801514e-01" nType="0">
3118 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
3119 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.0564543008804321e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7065433263778687e-01" nType="0">
3120 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4982414245605469e-01" nType="1"/>
3121 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0024632215499878e-01" nType="-1"/>
3122 </Node>
3123 </Node>
3124 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.1648340821266174e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0720740556716919e-01" nType="0">
3125 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1781597137451172e-01" nType="1"/>
3126 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.8013842105865479e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6599638760089874e-01" nType="-1"/>
3127 </Node>
3128 </Node>
3129 </BinaryTree>
3130 <BinaryTree type="DecisionTree" boostWeight="3.4623186649677840e-01" itree="221">
3131 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.1143671274185181e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4387236237525940e-01" nType="0">
3132 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.6695916056632996e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2740727663040161e-01" nType="0">
3133 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4594532251358032e-01" nType="1"/>
3134 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8478524088859558e-01" nType="-1"/>
3135 </Node>
3136 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.1045908629894257e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1533493995666504e-01" nType="0">
3137 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.6462905704975128e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1555188894271851e-01" nType="0">
3138 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0233052968978882e-01" nType="1"/>
3139 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9252325296401978e-01" nType="-1"/>
3140 </Node>
3141 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.3169112205505371e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4544026851654053e-01" nType="-1"/>
3142 </Node>
3143 </Node>
3144 </BinaryTree>
3145 <BinaryTree type="DecisionTree" boostWeight="4.3532600622406048e-01" itree="222">
3146 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9012526273727417e-01" nType="0">
3147 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3109268620610237e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5032178163528442e-01" nType="0">
3148 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.2321974039077759e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3662102222442627e-01" nType="1"/>
3149 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="5.1480489782989025e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2633541822433472e-01" nType="0">
3150 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3144927024841309e-01" nType="1"/>
3151 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8340580463409424e-01" nType="-1"/>
3152 </Node>
3153 </Node>
3154 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7627783417701721e-01" nType="0">
3155 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.9499630928039551e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2985948920249939e-01" nType="0">
3156 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3064960241317749e-01" nType="1"/>
3157 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3158 </Node>
3159 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3160 </Node>
3161 </Node>
3162 </BinaryTree>
3163 <BinaryTree type="DecisionTree" boostWeight="3.2320045198892311e-01" itree="223">
3164 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2095797061920166e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4260123372077942e-01" nType="0">
3165 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.8070890903472900e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4905241727828979e-01" nType="0">
3166 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8557449579238892e-01" nType="1"/>
3167 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.0813320875167847e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2066713571548462e-01" nType="0">
3168 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9252643585205078e-01" nType="1"/>
3169 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3799400925636292e-01" nType="-1"/>
3170 </Node>
3171 </Node>
3172 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.3157593086361885e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9200672507286072e-01" nType="0">
3173 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="7.6581193134188652e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0711005926132202e-01" nType="0">
3174 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1077316999435425e-01" nType="1"/>
3175 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4640032052993774e-01" nType="-1"/>
3176 </Node>
3177 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.5401262566447258e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3674037456512451e-01" nType="-1"/>
3178 </Node>
3179 </Node>
3180 </BinaryTree>
3181 <BinaryTree type="DecisionTree" boostWeight="4.8000952289096732e-01" itree="224">
3182 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7492666244506836e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6645679473876953e-01" nType="0">
3183 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.6508109569549561e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9788947105407715e-01" nType="1"/>
3184 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.7775833606719971e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6661281585693359e-01" nType="0">
3185 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1189056634902954e-01" nType="1"/>
3186 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.8004766106605530e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3579238653182983e-01" nType="0">
3187 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9315409660339355e-01" nType="1"/>
3188 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3154803514480591e-01" nType="-1"/>
3189 </Node>
3190 </Node>
3191 </Node>
3192 </BinaryTree>
3193 <BinaryTree type="DecisionTree" boostWeight="4.2049014562114528e-01" itree="225">
3194 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0417536497116089e-01" nType="0">
3195 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.3318079710006714e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7280242443084717e-01" nType="0">
3196 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8083259463310242e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8187195062637329e-01" nType="0">
3197 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5651880502700806e-01" nType="1"/>
3198 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2938324809074402e-01" nType="-1"/>
3199 </Node>
3200 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.5381481647491455e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5764043927192688e-01" nType="0">
3201 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3687169551849365e-01" nType="1"/>
3202 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4714553952217102e-01" nType="-1"/>
3203 </Node>
3204 </Node>
3205 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="5.3499245643615723e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7740349769592285e-01" nType="0">
3206 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.5452976226806641e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0123804807662964e-01" nType="0">
3207 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5132526159286499e-01" nType="1"/>
3208 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4172289967536926e-01" nType="-1"/>
3209 </Node>
3210 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.8897135257720947e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9827681183815002e-01" nType="-1"/>
3211 </Node>
3212 </Node>
3213 </BinaryTree>
3214 <BinaryTree type="DecisionTree" boostWeight="4.4934068194550486e-01" itree="226">
3215 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2102246284484863e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6801319122314453e-01" nType="0">
3216 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.7207212448120117e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7563033103942871e-01" nType="0">
3217 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.9799084663391113e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3672735691070557e-01" nType="0">
3218 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9036939144134521e-01" nType="1"/>
3219 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5045217871665955e-01" nType="-1"/>
3220 </Node>
3221 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2920681834220886e-01" nType="-1"/>
3222 </Node>
3223 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.6697227358818054e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8511791825294495e-01" nType="0">
3224 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.1825443059206009e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4253471493721008e-01" nType="0">
3225 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7733362913131714e-01" nType="1"/>
3226 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7784960567951202e-01" nType="-1"/>
3227 </Node>
3228 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.3432110548019409e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9787194728851318e-02" nType="-1"/>
3229 </Node>
3230 </Node>
3231 </BinaryTree>
3232 <BinaryTree type="DecisionTree" boostWeight="2.7032669174748003e-01" itree="227">
3233 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6586686372756958e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0988698601722717e-01" nType="0">
3234 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9610280990600586e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4191187620162964e-01" nType="0">
3235 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.1036046743392944e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1492727994918823e-01" nType="1"/>
3236 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.7683145999908447e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1856974363327026e-01" nType="-1"/>
3237 </Node>
3238 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.5360050201416016e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2108507156372070e-01" nType="0">
3239 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.1935163438320160e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5531708598136902e-01" nType="0">
3240 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0891962051391602e-01" nType="1"/>
3241 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3242 </Node>
3243 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7073630392551422e-02" nType="-1"/>
3244 </Node>
3245 </Node>
3246 </BinaryTree>
3247 <BinaryTree type="DecisionTree" boostWeight="2.1361878488619962e-01" itree="228">
3248 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2117931842803955e-01" nType="0">
3249 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8663386106491089e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5573712587356567e-01" nType="1"/>
3250 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1421256065368652e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8312988877296448e-01" nType="0">
3251 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.9322464466094971e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0175845623016357e-01" nType="0">
3252 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5210834741592407e-01" nType="1"/>
3253 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1273707151412964e-01" nType="-1"/>
3254 </Node>
3255 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2191514968872070e-02" nType="-1"/>
3256 </Node>
3257 </Node>
3258 </BinaryTree>
3259 <BinaryTree type="DecisionTree" boostWeight="3.7162443293717112e-01" itree="229">
3260 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="6.6500339508056641e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8086854219436646e-01" nType="0">
3261 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.7599825263023376e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2356281280517578e-01" nType="0">
3262 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.0864665806293488e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4159691333770752e-01" nType="1"/>
3263 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3264 </Node>
3265 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.0466408729553223e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1505333483219147e-01" nType="0">
3266 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4092814445495605e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8892188668251038e-01" nType="0">
3267 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6638960838317871e-01" nType="1"/>
3268 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2740854918956757e-01" nType="-1"/>
3269 </Node>
3270 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8020911142230034e-02" nType="-1"/>
3271 </Node>
3272 </Node>
3273 </BinaryTree>
3274 <BinaryTree type="DecisionTree" boostWeight="4.0607413299816619e-01" itree="230">
3275 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.8813107013702393e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5116087198257446e-01" nType="0">
3276 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="8.2669460773468018e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5313500165939331e-01" nType="1"/>
3277 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.5205444097518921e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5376442670822144e-01" nType="-1"/>
3278 </Node>
3279 </BinaryTree>
3280 <BinaryTree type="DecisionTree" boostWeight="4.9267258171184025e-01" itree="231">
3281 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164191722869873e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6683499217033386e-01" nType="0">
3282 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.1202126741409302e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5486899614334106e-01" nType="0">
3283 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7007696628570557e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2524807453155518e-01" nType="1"/>
3284 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.4005033075809479e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0999451875686646e-01" nType="0">
3285 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0101915597915649e-01" nType="1"/>
3286 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0145840495824814e-02" nType="-1"/>
3287 </Node>
3288 </Node>
3289 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.2637692093849182e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8047429919242859e-01" nType="0">
3290 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.0957422256469727e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1205980777740479e-01" nType="0">
3291 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1046507358551025e-01" nType="1"/>
3292 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6104947924613953e-01" nType="-1"/>
3293 </Node>
3294 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8551282584667206e-01" nType="-1"/>
3295 </Node>
3296 </Node>
3297 </BinaryTree>
3298 <BinaryTree type="DecisionTree" boostWeight="3.1530241186292812e-01" itree="232">
3299 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0672146081924438e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3871369361877441e-01" nType="0">
3300 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.7098264694213867e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5844700336456299e-01" nType="0">
3301 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.1497963666915894e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9261083602905273e-01" nType="0">
3302 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3490670919418335e-01" nType="1"/>
3303 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6410737037658691e-01" nType="-1"/>
3304 </Node>
3305 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.0488797187805176e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9159697294235229e-01" nType="0">
3306 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8975660800933838e-01" nType="1"/>
3307 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1410697698593140e-01" nType="-1"/>
3308 </Node>
3309 </Node>
3310 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2542878985404968e-01" nType="-1"/>
3311 </Node>
3312 </BinaryTree>
3313 <BinaryTree type="DecisionTree" boostWeight="2.9332297317181932e-01" itree="233">
3314 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2995107173919678e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1447677612304688e-01" nType="0">
3315 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0406985282897949e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8731864690780640e-01" nType="1"/>
3316 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.6718339323997498e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7325938940048218e-01" nType="0">
3317 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.1067245155572891e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9149376153945923e-01" nType="0">
3318 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1835666894912720e-01" nType="1"/>
3319 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2618918418884277e-01" nType="-1"/>
3320 </Node>
3321 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3322 </Node>
3323 </Node>
3324 </BinaryTree>
3325 <BinaryTree type="DecisionTree" boostWeight="4.5267148084448605e-01" itree="234">
3326 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.5200071334838867e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7035002708435059e-01" nType="0">
3327 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.8299729824066162e-01" nType="1"/>
3328 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.5697370767593384e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4079923629760742e-01" nType="0">
3329 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.2155778110027313e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5412604808807373e-01" nType="0">
3330 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7470495700836182e-01" nType="1"/>
3331 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3332 </Node>
3333 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.4212321043014526e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1230124235153198e-01" nType="0">
3334 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3232827186584473e-01" nType="1"/>
3335 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1579074263572693e-01" nType="-1"/>
3336 </Node>
3337 </Node>
3338 </Node>
3339 </BinaryTree>
3340 <BinaryTree type="DecisionTree" boostWeight="4.0824652445283616e-01" itree="235">
3341 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.2780929803848267e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6440082788467407e-01" nType="0">
3342 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="7.8426674008369446e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9940642714500427e-01" nType="0">
3343 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6070231199264526e-01" nType="1"/>
3344 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.1721379756927490e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2008215188980103e-01" nType="0">
3345 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9503706693649292e-01" nType="1"/>
3346 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5542622208595276e-01" nType="-1"/>
3347 </Node>
3348 </Node>
3349 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.5177596807479858e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9481407105922699e-01" nType="-1"/>
3350 </Node>
3351 </BinaryTree>
3352 <BinaryTree type="DecisionTree" boostWeight="4.9633099760634897e-01" itree="236">
3353 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5000970363616943e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3784984350204468e-01" nType="0">
3354 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.8602255582809448e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4115178585052490e-01" nType="0">
3355 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.0846450328826904e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3469917774200439e-01" nType="1"/>
3356 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.9478188455104828e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7099414467811584e-01" nType="0">
3357 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1791929006576538e-01" nType="1"/>
3358 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3330696821212769e-01" nType="-1"/>
3359 </Node>
3360 </Node>
3361 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.3277077674865723e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4974038004875183e-01" nType="0">
3362 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7129855155944824e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7434260845184326e-01" nType="0">
3363 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1661853790283203e-01" nType="1"/>
3364 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6011048555374146e-01" nType="-1"/>
3365 </Node>
3366 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7631657123565674e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2665754556655884e-01" nType="-1"/>
3367 </Node>
3368 </Node>
3369 </BinaryTree>
3370 <BinaryTree type="DecisionTree" boostWeight="3.1402795130031352e-01" itree="237">
3371 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.1958342790603638e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9351820349693298e-01" nType="0">
3372 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.7227684259414673e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5156278610229492e-01" nType="0">
3373 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1632269620895386e-01" nType="1"/>
3374 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.2122315168380737e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3458408117294312e-01" nType="0">
3375 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
3376 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5348969697952271e-01" nType="-1"/>
3377 </Node>
3378 </Node>
3379 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.8553168773651123e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2064315676689148e-01" nType="-1"/>
3380 </Node>
3381 </BinaryTree>
3382 <BinaryTree type="DecisionTree" boostWeight="2.8903042933419631e-01" itree="238">
3383 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6581754088401794e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2460182309150696e-01" nType="0">
3384 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.6373281478881836e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5406499505043030e-01" nType="0">
3385 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.8075239658355713e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9226418137550354e-01" nType="0">
3386 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5246859788894653e-01" nType="1"/>
3387 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4617474675178528e-01" nType="-1"/>
3388 </Node>
3389 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.4042497873306274e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8597539067268372e-01" nType="0">
3390 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1350339651107788e-01" nType="1"/>
3391 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7645704150199890e-01" nType="-1"/>
3392 </Node>
3393 </Node>
3394 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.5433015227317810e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0848788321018219e-01" nType="-1"/>
3395 </Node>
3396 </BinaryTree>
3397 <BinaryTree type="DecisionTree" boostWeight="3.3632409583238237e-01" itree="239">
3398 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2068533897399902e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1324457526206970e-01" nType="0">
3399 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.7289547920227051e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8518827557563782e-01" nType="0">
3400 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8663386106491089e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8862608671188354e-01" nType="0">
3401 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7596354484558105e-01" nType="1"/>
3402 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6895141005516052e-01" nType="-1"/>
3403 </Node>
3404 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4055998325347900e-01" nType="-1"/>
3405 </Node>
3406 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.8402542471885681e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1492470800876617e-01" nType="0">
3407 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="4.7755628824234009e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3604537844657898e-01" nType="0">
3408 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2561205625534058e-01" nType="1"/>
3409 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8504675030708313e-01" nType="-1"/>
3410 </Node>
3411 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="4.8474791646003723e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1896920949220657e-01" nType="0">
3412 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0987961292266846e-01" nType="1"/>
3413 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3414 </Node>
3415 </Node>
3416 </Node>
3417 </BinaryTree>
3418 <BinaryTree type="DecisionTree" boostWeight="1.2178151373338378e-01" itree="240">
3419 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.0469485282897949e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2090537548065186e-01" nType="0">
3420 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5575286149978638e-01" nType="1"/>
3421 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.9866478443145752e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0659102201461792e-01" nType="0">
3422 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.8462121486663818e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3140467405319214e-01" nType="1"/>
3423 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="8.0126113891601562e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2694703340530396e-01" nType="0">
3424 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0120925903320312e-01" nType="1"/>
3425 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3630833625793457e-01" nType="-1"/>
3426 </Node>
3427 </Node>
3428 </Node>
3429 </BinaryTree>
3430 <BinaryTree type="DecisionTree" boostWeight="3.4052837273836728e-01" itree="241">
3431 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1739741563796997e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7662904858589172e-01" nType="0">
3432 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
3433 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="5.7106308937072754e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4624999165534973e-01" nType="0">
3434 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.7119795083999634e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8599830269813538e-01" nType="0">
3435 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8405840396881104e-01" nType="1"/>
3436 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2901355624198914e-01" nType="-1"/>
3437 </Node>
3438 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.5238466262817383e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6362887620925903e-01" nType="-1"/>
3439 </Node>
3440 </Node>
3441 </BinaryTree>
3442 <BinaryTree type="DecisionTree" boostWeight="3.3802331146286069e-01" itree="242">
3443 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.0469485282897949e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0338333845138550e-01" nType="0">
3444 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.5011602401733398e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2196137905120850e-01" nType="0">
3445 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9774525165557861e-01" nType="1"/>
3446 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1573303937911987e-01" nType="-1"/>
3447 </Node>
3448 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.9666470289230347e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8216873407363892e-01" nType="0">
3449 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4221137762069702e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4660314321517944e-01" nType="0">
3450 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1331874132156372e-01" nType="1"/>
3451 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1099629402160645e-01" nType="-1"/>
3452 </Node>
3453 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.1441087126731873e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7885874509811401e-01" nType="0">
3454 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5289028882980347e-01" nType="1"/>
3455 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2477411627769470e-01" nType="-1"/>
3456 </Node>
3457 </Node>
3458 </Node>
3459 </BinaryTree>
3460 <BinaryTree type="DecisionTree" boostWeight="4.4016496340158034e-01" itree="243">
3461 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0372859239578247e-01" nType="0">
3462 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8663386106491089e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0457077026367188e-01" nType="0">
3463 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4154379367828369e-01" nType="1"/>
3464 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.7632582187652588e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7690441608428955e-01" nType="0">
3465 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
3466 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2502173781394958e-01" nType="-1"/>
3467 </Node>
3468 </Node>
3469 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.3856952190399170e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5573443174362183e-01" nType="0">
3470 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.9190313220024109e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9820646643638611e-01" nType="0">
3471 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0728700160980225e-01" nType="1"/>
3472 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4645678997039795e-01" nType="-1"/>
3473 </Node>
3474 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8739278018474579e-02" nType="-1"/>
3475 </Node>
3476 </Node>
3477 </BinaryTree>
3478 <BinaryTree type="DecisionTree" boostWeight="2.1632464771994497e-01" itree="244">
3479 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1741199493408203e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8618516325950623e-01" nType="0">
3480 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.9413166046142578e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0807160139083862e-01" nType="0">
3481 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.6866583824157715e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3756839036941528e-01" nType="0">
3482 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6993031501770020e-01" nType="1"/>
3483 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4937003254890442e-01" nType="-1"/>
3484 </Node>
3485 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.4874989986419678e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6857309937477112e-01" nType="-1"/>
3486 </Node>
3487 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3751845061779022e-01" nType="-1"/>
3488 </Node>
3489 </BinaryTree>
3490 <BinaryTree type="DecisionTree" boostWeight="3.9694762441765730e-01" itree="245">
3491 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8486378192901611e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3793507814407349e-01" nType="0">
3492 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.4484374523162842e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8191546201705933e-01" nType="0">
3493 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
3494 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.7392840385437012e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5314910411834717e-01" nType="0">
3495 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9313123226165771e-01" nType="1"/>
3496 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1629508733749390e-01" nType="-1"/>
3497 </Node>
3498 </Node>
3499 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.7784440517425537e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7737646102905273e-01" nType="0">
3500 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.9039880633354187e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3500082492828369e-01" nType="0">
3501 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8857004642486572e-01" nType="1"/>
3502 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9617794156074524e-01" nType="-1"/>
3503 </Node>
3504 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.8863557577133179e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6588579416275024e-01" nType="-1"/>
3505 </Node>
3506 </Node>
3507 </BinaryTree>
3508 <BinaryTree type="DecisionTree" boostWeight="3.9639463798331143e-01" itree="246">
3509 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.8813107013702393e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1462781429290771e-01" nType="0">
3510 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.8785353302955627e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7406240701675415e-01" nType="0">
3511 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3919171094894409e-01" nType="1"/>
3512 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.0209757611155510e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6746802330017090e-01" nType="0">
3513 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8902150392532349e-01" nType="1"/>
3514 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3617415130138397e-01" nType="-1"/>
3515 </Node>
3516 </Node>
3517 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9032788276672363e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1865817308425903e-01" nType="0">
3518 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5137956142425537e-01" nType="1"/>
3519 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7136641740798950e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6257190108299255e-01" nType="-1"/>
3520 </Node>
3521 </Node>
3522 </BinaryTree>
3523 <BinaryTree type="DecisionTree" boostWeight="2.8152324019011771e-01" itree="247">
3524 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.7106308937072754e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5061749219894409e-01" nType="0">
3525 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7088260650634766e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8420742154121399e-01" nType="0">
3526 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.3871422111988068e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4736591577529907e-01" nType="1"/>
3527 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.6709314584732056e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2048859596252441e-01" nType="-1"/>
3528 </Node>
3529 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.0476437568664551e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6549044251441956e-01" nType="-1"/>
3530 </Node>
3531 </BinaryTree>
3532 <BinaryTree type="DecisionTree" boostWeight="3.5494142110749899e-01" itree="248">
3533 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6491688489913940e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4926526546478271e-01" nType="0">
3534 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.9590585529804230e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8319258689880371e-01" nType="0">
3535 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8334063291549683e-01" nType="1"/>
3536 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.8511727228760719e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0621360540390015e-01" nType="0">
3537 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5671249628067017e-01" nType="1"/>
3538 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2947995662689209e-01" nType="-1"/>
3539 </Node>
3540 </Node>
3541 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.4418933689594269e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3788779377937317e-01" nType="0">
3542 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9095412492752075e-01" nType="1"/>
3543 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.4914764761924744e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9508695602416992e-01" nType="-1"/>
3544 </Node>
3545 </Node>
3546 </BinaryTree>
3547 <BinaryTree type="DecisionTree" boostWeight="2.6452033873423370e-01" itree="249">
3548 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6640944480895996e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8196324110031128e-01" nType="0">
3549 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.3395943641662598e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1268955469131470e-01" nType="0">
3550 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.6066541671752930e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9449865818023682e-01" nType="1"/>
3551 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9223431944847107e-01" nType="-1"/>
3552 </Node>
3553 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.5164066553115845e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6442015171051025e-01" nType="-1"/>
3554 </Node>
3555 </BinaryTree>
3556 <BinaryTree type="DecisionTree" boostWeight="3.2467101953523814e-01" itree="250">
3557 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8065516948699951e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4857534170150757e-01" nType="0">
3558 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.5231010913848877e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2211585044860840e-01" nType="1"/>
3559 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.1216793060302734e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1906494498252869e-01" nType="0">
3560 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.7672643661499023e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2867442965507507e-01" nType="0">
3561 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9495165348052979e-01" nType="1"/>
3562 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1594687700271606e-01" nType="-1"/>
3563 </Node>
3564 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6459380984306335e-02" nType="-1"/>
3565 </Node>
3566 </Node>
3567 </BinaryTree>
3568 <BinaryTree type="DecisionTree" boostWeight="2.8413111437789967e-01" itree="251">
3569 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.9001059532165527e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9097815155982971e-01" nType="0">
3570 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.7843933105468750e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5493073463439941e-01" nType="1"/>
3571 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.9174418449401855e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2615777254104614e-01" nType="0">
3572 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1477599143981934e-01" nType="1"/>
3573 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="5.8483552187681198e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1456108987331390e-01" nType="0">
3574 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6567164659500122e-01" nType="1"/>
3575 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3242881000041962e-01" nType="-1"/>
3576 </Node>
3577 </Node>
3578 </Node>
3579 </BinaryTree>
3580 <BinaryTree type="DecisionTree" boostWeight="4.9553086120636114e-01" itree="252">
3581 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8369107246398926e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3733930587768555e-01" nType="0">
3582 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.4186999320983887e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1154240369796753e-01" nType="0">
3583 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0120259523391724e-01" nType="1"/>
3584 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.4634160995483398e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2785336971282959e-01" nType="0">
3585 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6598089933395386e-01" nType="1"/>
3586 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7545073628425598e-01" nType="-1"/>
3587 </Node>
3588 </Node>
3589 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7001699805259705e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5274320840835571e-01" nType="0">
3590 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.1523149162530899e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7288181781768799e-01" nType="0">
3591 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2965934276580811e-01" nType="1"/>
3592 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3791258931159973e-01" nType="-1"/>
3593 </Node>
3594 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.9291238784790039e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9466283321380615e-01" nType="-1"/>
3595 </Node>
3596 </Node>
3597 </BinaryTree>
3598 <BinaryTree type="DecisionTree" boostWeight="3.3952063410067046e-01" itree="253">
3599 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2979639768600464e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4669002294540405e-01" nType="0">
3600 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0406985282897949e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2182458639144897e-01" nType="0">
3601 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.6033655405044556e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7091368436813354e-01" nType="1"/>
3602 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.5786327123641968e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7772403955459595e-01" nType="0">
3603 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6669082641601562e-01" nType="1"/>
3604 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1757830977439880e-01" nType="-1"/>
3605 </Node>
3606 </Node>
3607 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.7630199193954468e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0140938758850098e-01" nType="0">
3608 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.6689277887344360e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1780011653900146e-01" nType="1"/>
3609 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.8215708211064339e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4250277280807495e-01" nType="-1"/>
3610 </Node>
3611 </Node>
3612 </BinaryTree>
3613 <BinaryTree type="DecisionTree" boostWeight="3.8545742139277062e-01" itree="254">
3614 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6071352958679199e-01" nType="0">
3615 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0001151561737061e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5566319227218628e-01" nType="1"/>
3616 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.7981834411621094e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6357150077819824e-01" nType="0">
3617 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3407331705093384e-01" nType="1"/>
3618 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.6044913530349731e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0778882503509521e-01" nType="-1"/>
3619 </Node>
3620 </Node>
3621 </BinaryTree>
3622 <BinaryTree type="DecisionTree" boostWeight="4.7757298381731761e-01" itree="255">
3623 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8553180694580078e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2981632947921753e-01" nType="0">
3624 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0947066545486450e-01" nType="0">
3625 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.4707316458225250e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8608802556991577e-01" nType="1"/>
3626 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.2189849615097046e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1290915608406067e-01" nType="0">
3627 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1611852645874023e-01" nType="1"/>
3628 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0368038117885590e-01" nType="-1"/>
3629 </Node>
3630 </Node>
3631 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.6307829618453979e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1995439529418945e-01" nType="0">
3632 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5572687387466431e-01" nType="1"/>
3633 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.4900979995727539e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7071758210659027e-01" nType="-1"/>
3634 </Node>
3635 </Node>
3636 </BinaryTree>
3637 <BinaryTree type="DecisionTree" boostWeight="2.3536327950536617e-01" itree="256">
3638 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.3009638786315918e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4914504885673523e-01" nType="0">
3639 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.1512944698333740e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8576457500457764e-01" nType="1"/>
3640 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="7.9747951030731201e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0617284178733826e-01" nType="-1"/>
3641 </Node>
3642 </BinaryTree>
3643 <BinaryTree type="DecisionTree" boostWeight="2.3419684581244837e-01" itree="257">
3644 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2995107173919678e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2642321586608887e-01" nType="0">
3645 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8675523996353149e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9897093772888184e-01" nType="1"/>
3646 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.5307083129882812e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8468896746635437e-01" nType="0">
3647 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9884530305862427e-01" nType="1"/>
3648 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.7588591575622559e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1997617483139038e-01" nType="-1"/>
3649 </Node>
3650 </Node>
3651 </BinaryTree>
3652 <BinaryTree type="DecisionTree" boostWeight="2.6232449953134812e-01" itree="258">
3653 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2304250001907349e-01" nType="0">
3654 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0263463258743286e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9792233705520630e-01" nType="1"/>
3655 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.8244974613189697e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6346962451934814e-01" nType="0">
3656 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.2706663012504578e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0754841566085815e-01" nType="0">
3657 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8128787279129028e-01" nType="1"/>
3658 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9198898673057556e-01" nType="-1"/>
3659 </Node>
3660 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.6538734436035156e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4054952263832092e-01" nType="0">
3661 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2225792407989502e-01" nType="1"/>
3662 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7011957168579102e-01" nType="-1"/>
3663 </Node>
3664 </Node>
3665 </Node>
3666 </BinaryTree>
3667 <BinaryTree type="DecisionTree" boostWeight="3.5028760556993016e-01" itree="259">
3668 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0673968791961670e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0804748535156250e-01" nType="0">
3669 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.8553185462951660e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2868332862854004e-01" nType="0">
3670 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.1379270553588867e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6748666763305664e-01" nType="1"/>
3671 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="5.6871873140335083e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0839710235595703e-01" nType="0">
3672 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0993272066116333e-01" nType="1"/>
3673 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3674 </Node>
3675 </Node>
3676 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.1942521333694458e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4411174058914185e-01" nType="-1"/>
3677 </Node>
3678 </BinaryTree>
3679 <BinaryTree type="DecisionTree" boostWeight="4.6698143067853431e-01" itree="260">
3680 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.7945551872253418e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1184958219528198e-01" nType="0">
3681 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.5135695040225983e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3064393997192383e-01" nType="0">
3682 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8922085762023926e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2303781509399414e-01" nType="0">
3683 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6546320915222168e-01" nType="1"/>
3684 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1713052988052368e-01" nType="-1"/>
3685 </Node>
3686 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.1951008588075638e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7251293063163757e-01" nType="0">
3687 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0280224084854126e-01" nType="1"/>
3688 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1179410815238953e-01" nType="-1"/>
3689 </Node>
3690 </Node>
3691 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3692 </Node>
3693 </BinaryTree>
3694 <BinaryTree type="DecisionTree" boostWeight="4.6039492402341742e-01" itree="261">
3695 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5990237593650818e-01" nType="0">
3696 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.4475259929895401e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6248397827148438e-01" nType="1"/>
3697 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.5659437179565430e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9844542741775513e-01" nType="0">
3698 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.0731438994407654e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3595480918884277e-01" nType="0">
3699 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9436070919036865e-01" nType="1"/>
3700 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4805274605751038e-01" nType="-1"/>
3701 </Node>
3702 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.0748030662536621e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4019539654254913e-02" nType="-1"/>
3703 </Node>
3704 </Node>
3705 </BinaryTree>
3706 <BinaryTree type="DecisionTree" boostWeight="4.7105576314860292e-01" itree="262">
3707 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.7981808185577393e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6160414218902588e-01" nType="0">
3708 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.6044615507125854e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8596360683441162e-01" nType="0">
3709 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.2949473857879639e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1231389045715332e-01" nType="1"/>
3710 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.3395097255706787e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3441512584686279e-01" nType="0">
3711 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0323741436004639e-01" nType="1"/>
3712 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3613932132720947e-01" nType="-1"/>
3713 </Node>
3714 </Node>
3715 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.9556102752685547e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0899235010147095e-01" nType="0">
3716 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2923412322998047e-01" nType="1"/>
3717 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.5770763158798218e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8808969259262085e-01" nType="0">
3718 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9481097459793091e-01" nType="1"/>
3719 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5839396119117737e-02" nType="-1"/>
3720 </Node>
3721 </Node>
3722 </Node>
3723 </BinaryTree>
3724 <BinaryTree type="DecisionTree" boostWeight="3.1151863423924403e-01" itree="263">
3725 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9845245480537415e-01" nType="0">
3726 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.3916661143302917e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7464951276779175e-01" nType="0">
3727 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="5.7886596769094467e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3792598247528076e-01" nType="0">
3728 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0313405990600586e-01" nType="1"/>
3729 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3790698051452637e-01" nType="-1"/>
3730 </Node>
3731 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.4605684280395508e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0152933895587921e-01" nType="0">
3732 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8775365352630615e-01" nType="1"/>
3733 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3734 </Node>
3735 </Node>
3736 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0008949041366577e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3655475974082947e-01" nType="0">
3737 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
3738 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.0458208322525024e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0639609098434448e-01" nType="-1"/>
3739 </Node>
3740 </Node>
3741 </BinaryTree>
3742 <BinaryTree type="DecisionTree" boostWeight="3.9013236529870321e-01" itree="264">
3743 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6563193202018738e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1460886001586914e-01" nType="0">
3744 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.7929573059082031e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9100103378295898e-01" nType="0">
3745 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4071198701858521e-01" nType="1"/>
3746 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.2732682228088379e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4168069362640381e-01" nType="0">
3747 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2303215265274048e-01" nType="1"/>
3748 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8447636365890503e-01" nType="-1"/>
3749 </Node>
3750 </Node>
3751 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.4418933689594269e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4061208069324493e-01" nType="-1"/>
3752 </Node>
3753 </BinaryTree>
3754 <BinaryTree type="DecisionTree" boostWeight="3.4788748338122794e-01" itree="265">
3755 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6606868505477905e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6366724371910095e-01" nType="0">
3756 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9649423360824585e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2511423826217651e-01" nType="0">
3757 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.9446965456008911e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4624217748641968e-01" nType="0">
3758 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2953438758850098e-01" nType="1"/>
3759 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4591796398162842e-01" nType="-1"/>
3760 </Node>
3761 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2618728913366795e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1166699528694153e-01" nType="0">
3762 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0632905960083008e-01" nType="1"/>
3763 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5633936226367950e-01" nType="-1"/>
3764 </Node>
3765 </Node>
3766 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3767 </Node>
3768 </BinaryTree>
3769 <BinaryTree type="DecisionTree" boostWeight="3.0923152494659933e-01" itree="266">
3770 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8970768451690674e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6536841392517090e-01" nType="0">
3771 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0251183509826660e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6839417219161987e-01" nType="0">
3772 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
3773 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.8632991313934326e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8269497156143188e-01" nType="0">
3774 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3278238773345947e-01" nType="1"/>
3775 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2483227252960205e-01" nType="-1"/>
3776 </Node>
3777 </Node>
3778 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5177632570266724e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2105629444122314e-01" nType="0">
3779 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.9740397930145264e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6121780872344971e-01" nType="1"/>
3780 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.7096282243728638e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3828606605529785e-01" nType="-1"/>
3781 </Node>
3782 </Node>
3783 </BinaryTree>
3784 <BinaryTree type="DecisionTree" boostWeight="4.9921571408722720e-01" itree="267">
3785 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.6180112838745117e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7904855012893677e-01" nType="0">
3786 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1655498743057251e-01" nType="1"/>
3787 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.6835864782333374e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7091022729873657e-01" nType="0">
3788 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.9226412773132324e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2946305871009827e-01" nType="0">
3789 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
3790 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5900333523750305e-01" nType="-1"/>
3791 </Node>
3792 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.7552700042724609e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1068485975265503e-01" nType="-1"/>
3793 </Node>
3794 </Node>
3795 </BinaryTree>
3796 <BinaryTree type="DecisionTree" boostWeight="2.9806946095240444e-01" itree="268">
3797 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8990211486816406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4094827771186829e-01" nType="0">
3798 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2651138938963413e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1884111166000366e-01" nType="0">
3799 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.5689425468444824e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0833784341812134e-01" nType="1"/>
3800 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1072949767112732e-01" nType="-1"/>
3801 </Node>
3802 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.7858439683914185e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1730988025665283e-01" nType="0">
3803 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.5000916719436646e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1098001003265381e-01" nType="0">
3804 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3195616006851196e-01" nType="1"/>
3805 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8733530044555664e-01" nType="-1"/>
3806 </Node>
3807 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4438189864158630e-01" nType="-1"/>
3808 </Node>
3809 </Node>
3810 </BinaryTree>
3811 <BinaryTree type="DecisionTree" boostWeight="4.0808719923035619e-01" itree="269">
3812 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.3764920234680176e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6722086668014526e-01" nType="0">
3813 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7935299873352051e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3016611337661743e-01" nType="0">
3814 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4695843458175659e-01" nType="1"/>
3815 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.7499589323997498e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6915646791458130e-01" nType="0">
3816 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
3817 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3535003066062927e-01" nType="-1"/>
3818 </Node>
3819 </Node>
3820 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8553183078765869e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9789115786552429e-01" nType="0">
3821 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.0670871734619141e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4708373546600342e-01" nType="0">
3822 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5720075368881226e-01" nType="1"/>
3823 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0312786102294922e-01" nType="-1"/>
3824 </Node>
3825 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.1203866004943848e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0576062202453613e-01" nType="-1"/>
3826 </Node>
3827 </Node>
3828 </BinaryTree>
3829 <BinaryTree type="DecisionTree" boostWeight="3.2273312903040818e-01" itree="270">
3830 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3469371795654297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3105914592742920e-01" nType="0">
3831 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3977495022118092e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6590837240219116e-01" nType="0">
3832 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.9442685842514038e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2839442491531372e-01" nType="1"/>
3833 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.2387516219168901e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2542332410812378e-01" nType="0">
3834 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7959908246994019e-01" nType="1"/>
3835 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3786838352680206e-01" nType="-1"/>
3836 </Node>
3837 </Node>
3838 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.2790579795837402e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1874638795852661e-01" nType="0">
3839 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8467736244201660e-01" nType="1"/>
3840 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.3342161178588867e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1772529184818268e-01" nType="-1"/>
3841 </Node>
3842 </Node>
3843 </BinaryTree>
3844 <BinaryTree type="DecisionTree" boostWeight="3.7352754281610695e-01" itree="271">
3845 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.5228341102600098e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9192639589309692e-01" nType="0">
3846 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.1626446247100830e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2176573276519775e-01" nType="0">
3847 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="5.5325067043304443e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4860990047454834e-01" nType="1"/>
3848 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.5446676015853882e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5847555398941040e-01" nType="0">
3849 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0004413127899170e-01" nType="1"/>
3850 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0677281916141510e-01" nType="-1"/>
3851 </Node>
3852 </Node>
3853 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2349694520235062e-02" nType="-1"/>
3854 </Node>
3855 </BinaryTree>
3856 <BinaryTree type="DecisionTree" boostWeight="3.6286285820475223e-01" itree="272">
3857 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7148728966712952e-01" nType="0">
3858 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8647986650466919e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0503236055374146e-01" nType="0">
3859 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8836069107055664e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9598243236541748e-01" nType="1"/>
3860 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0844011306762695e-01" nType="-1"/>
3861 </Node>
3862 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.8070890903472900e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5831052660942078e-01" nType="-1"/>
3863 </Node>
3864 </BinaryTree>
3865 <BinaryTree type="DecisionTree" boostWeight="4.8056367426909480e-01" itree="273">
3866 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5573731660842896e-01" nType="0">
3867 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2568869590759277e-01" nType="0">
3868 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.9186319410800934e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7196391820907593e-01" nType="1"/>
3869 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.9326977133750916e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0413509011268616e-01" nType="-1"/>
3870 </Node>
3871 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.6749899387359619e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8116743564605713e-01" nType="0">
3872 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.1454330444335938e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2627667188644409e-01" nType="0">
3873 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6424998044967651e-01" nType="1"/>
3874 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9915147423744202e-01" nType="-1"/>
3875 </Node>
3876 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.1404575705528259e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1806596517562866e-01" nType="0">
3877 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6252758502960205e-01" nType="1"/>
3878 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6732935905456543e-01" nType="-1"/>
3879 </Node>
3880 </Node>
3881 </Node>
3882 </BinaryTree>
3883 <BinaryTree type="DecisionTree" boostWeight="2.6708827919527955e-01" itree="274">
3884 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6606868505477905e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5426400899887085e-01" nType="0">
3885 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.8461308479309082e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9997791051864624e-01" nType="1"/>
3886 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3887 </Node>
3888 </BinaryTree>
3889 <BinaryTree type="DecisionTree" boostWeight="3.1073557230555565e-01" itree="275">
3890 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8970768451690674e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9440157413482666e-01" nType="0">
3891 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0254060029983521e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3025884628295898e-01" nType="1"/>
3892 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.8000216484069824e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4573962688446045e-01" nType="0">
3893 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.6696895360946655e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0241976976394653e-01" nType="0">
3894 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5331194400787354e-01" nType="1"/>
3895 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9578581452369690e-01" nType="-1"/>
3896 </Node>
3897 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.3481497764587402e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8543101847171783e-01" nType="-1"/>
3898 </Node>
3899 </Node>
3900 </BinaryTree>
3901 <BinaryTree type="DecisionTree" boostWeight="4.3584055152146839e-01" itree="276">
3902 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4684627056121826e-01" nType="0">
3903 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.6410284042358398e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2953054904937744e-01" nType="0">
3904 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.4735394865274429e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1848702430725098e-01" nType="1"/>
3905 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1974672675132751e-01" nType="-1"/>
3906 </Node>
3907 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.5455790162086487e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3286032080650330e-01" nType="0">
3908 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.0381667613983154e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8387789726257324e-01" nType="0">
3909 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3909585475921631e-01" nType="1"/>
3910 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7971881628036499e-01" nType="-1"/>
3911 </Node>
3912 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1510657519102097e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4504664540290833e-01" nType="0">
3913 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1641333103179932e-01" nType="1"/>
3914 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
3915 </Node>
3916 </Node>
3917 </Node>
3918 </BinaryTree>
3919 <BinaryTree type="DecisionTree" boostWeight="4.1855528726346491e-01" itree="277">
3920 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4954979419708252e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3823689222335815e-01" nType="0">
3921 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.5678462982177734e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5264580249786377e-01" nType="0">
3922 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0671885013580322e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0035610198974609e-01" nType="0">
3923 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5749323368072510e-01" nType="1"/>
3924 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5716677904129028e-01" nType="-1"/>
3925 </Node>
3926 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="8.2566528320312500e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4213957190513611e-01" nType="0">
3927 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8829861879348755e-01" nType="1"/>
3928 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7534821778535843e-02" nType="-1"/>
3929 </Node>
3930 </Node>
3931 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7047497034072876e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5307812690734863e-01" nType="0">
3932 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.5368154048919678e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3171014785766602e-01" nType="0">
3933 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5080161094665527e-01" nType="1"/>
3934 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7091037034988403e-01" nType="-1"/>
3935 </Node>
3936 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.9225473701953888e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8921294808387756e-01" nType="-1"/>
3937 </Node>
3938 </Node>
3939 </BinaryTree>
3940 <BinaryTree type="DecisionTree" boostWeight="3.3436476857171898e-01" itree="278">
3941 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.2447090148925781e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2896223068237305e-01" nType="0">
3942 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
3943 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.9714009165763855e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1219770908355713e-01" nType="0">
3944 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.2672221064567566e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7504334449768066e-01" nType="0">
3945 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4273320436477661e-01" nType="1"/>
3946 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1255909204483032e-01" nType="-1"/>
3947 </Node>
3948 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="7.3478125035762787e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8394519686698914e-01" nType="0">
3949 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4714375734329224e-01" nType="1"/>
3950 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2398095726966858e-01" nType="-1"/>
3951 </Node>
3952 </Node>
3953 </Node>
3954 </BinaryTree>
3955 <BinaryTree type="DecisionTree" boostWeight="3.6178409555692298e-01" itree="279">
3956 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3322921752929688e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1299452781677246e-01" nType="0">
3957 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.2687023878097534e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5183547735214233e-01" nType="0">
3958 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.0650999546051025e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9855594635009766e-01" nType="1"/>
3959 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.0138802528381348e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2216983437538147e-01" nType="0">
3960 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2122622728347778e-01" nType="1"/>
3961 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2183844447135925e-01" nType="-1"/>
3962 </Node>
3963 </Node>
3964 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0255071818828583e-02" nType="-1"/>
3965 </Node>
3966 </BinaryTree>
3967 <BinaryTree type="DecisionTree" boostWeight="3.5866362040343791e-01" itree="280">
3968 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9033719301223755e-01" nType="0">
3969 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.6750984191894531e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9276288747787476e-01" nType="0">
3970 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4694567918777466e-01" nType="1"/>
3971 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2509211897850037e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3425407409667969e-01" nType="0">
3972 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9004511833190918e-01" nType="1"/>
3973 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4807395339012146e-01" nType="-1"/>
3974 </Node>
3975 </Node>
3976 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.7221109867095947e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5153794288635254e-01" nType="0">
3977 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.8372716903686523e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5655974149703979e-01" nType="0">
3978 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1232599020004272e-01" nType="1"/>
3979 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3078655600547791e-01" nType="-1"/>
3980 </Node>
3981 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.8173332214355469e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7959412336349487e-01" nType="-1"/>
3982 </Node>
3983 </Node>
3984 </BinaryTree>
3985 <BinaryTree type="DecisionTree" boostWeight="3.5391734390618851e-01" itree="281">
3986 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="8.5659437179565430e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6980065107345581e-01" nType="0">
3987 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.2219332456588745e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0342631340026855e-01" nType="0">
3988 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.6379274129867554e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4642691612243652e-01" nType="0">
3989 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9388604164123535e-01" nType="1"/>
3990 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0150267481803894e-01" nType="-1"/>
3991 </Node>
3992 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.4673416614532471e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9577847719192505e-01" nType="0">
3993 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2133411169052124e-01" nType="1"/>
3994 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0277380347251892e-01" nType="-1"/>
3995 </Node>
3996 </Node>
3997 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9394849240779877e-01" nType="-1"/>
3998 </Node>
3999 </BinaryTree>
4000 <BinaryTree type="DecisionTree" boostWeight="2.5183428787259166e-01" itree="282">
4001 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035472869873047e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7212207317352295e-01" nType="0">
4002 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.3548889160156250e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7186561822891235e-01" nType="0">
4003 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7224304676055908e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5158224105834961e-01" nType="0">
4004 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7053815126419067e-01" nType="1"/>
4005 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9599665403366089e-01" nType="-1"/>
4006 </Node>
4007 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.5114310264587402e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7757587432861328e-01" nType="-1"/>
4008 </Node>
4009 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3568122386932373e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3126115202903748e-01" nType="0">
4010 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.2903381884098053e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2351611852645874e-01" nType="0">
4011 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8277834653854370e-01" nType="1"/>
4012 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9185252189636230e-01" nType="-1"/>
4013 </Node>
4014 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7755825817584991e-01" nType="-1"/>
4015 </Node>
4016 </Node>
4017 </BinaryTree>
4018 <BinaryTree type="DecisionTree" boostWeight="6.2925355330306010e-01" itree="283">
4019 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035469293594360e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6650878190994263e-01" nType="0">
4020 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.6977768540382385e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5726332068443298e-01" nType="0">
4021 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.2446120977401733e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3721984624862671e-01" nType="0">
4022 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4337822198867798e-01" nType="1"/>
4023 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1558302640914917e-01" nType="-1"/>
4024 </Node>
4025 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.4321784973144531e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9177299737930298e-01" nType="-1"/>
4026 </Node>
4027 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.0885853767395020e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3665012419223785e-01" nType="0">
4028 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.2619902610778809e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0831103324890137e-01" nType="0">
4029 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5484801530838013e-01" nType="1"/>
4030 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1123154759407043e-01" nType="-1"/>
4031 </Node>
4032 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.1574592590332031e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2547670304775238e-01" nType="-1"/>
4033 </Node>
4034 </Node>
4035 </BinaryTree>
4036 <BinaryTree type="DecisionTree" boostWeight="3.9277745538239489e-01" itree="284">
4037 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1419648170471191e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6719500422477722e-01" nType="0">
4038 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7137351036071777e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8945403099060059e-01" nType="0">
4039 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.5413746833801270e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3546624183654785e-01" nType="1"/>
4040 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.4369332790374756e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2709857225418091e-01" nType="0">
4041 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1752581596374512e-01" nType="1"/>
4042 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1534200906753540e-01" nType="-1"/>
4043 </Node>
4044 </Node>
4045 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4082258939743042e-01" nType="-1"/>
4046 </Node>
4047 </BinaryTree>
4048 <BinaryTree type="DecisionTree" boostWeight="3.5991241498289667e-01" itree="285">
4049 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8970768451690674e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6344050168991089e-01" nType="0">
4050 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.0377819538116455e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9692471027374268e-01" nType="0">
4051 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4052 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.0860739946365356e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1535519361495972e-01" nType="0">
4053 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6562097072601318e-01" nType="1"/>
4054 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9804610610008240e-01" nType="-1"/>
4055 </Node>
4056 </Node>
4057 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.3552677631378174e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2592676877975464e-01" nType="0">
4058 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0803753137588501e-01" nType="1"/>
4059 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.2853045463562012e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0727356076240540e-01" nType="0">
4060 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9733133316040039e-01" nType="1"/>
4061 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2689562439918518e-01" nType="-1"/>
4062 </Node>
4063 </Node>
4064 </Node>
4065 </BinaryTree>
4066 <BinaryTree type="DecisionTree" boostWeight="4.4231553332535511e-01" itree="286">
4067 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6583375334739685e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6581181287765503e-01" nType="0">
4068 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.9637337923049927e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1110341548919678e-01" nType="0">
4069 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2009303569793701e-01" nType="1"/>
4070 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.7098736763000488e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0122761726379395e-01" nType="0">
4071 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7271015644073486e-01" nType="1"/>
4072 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3898826539516449e-01" nType="-1"/>
4073 </Node>
4074 </Node>
4075 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
4076 </Node>
4077 </BinaryTree>
4078 <BinaryTree type="DecisionTree" boostWeight="4.3893729439485379e-01" itree="287">
4079 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9690276384353638e-01" nType="0">
4080 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.3711293935775757e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3007807731628418e-01" nType="0">
4081 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7202880382537842e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6620942354202271e-01" nType="1"/>
4082 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="5.1737523078918457e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3420996665954590e-01" nType="0">
4083 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4534898996353149e-01" nType="1"/>
4084 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1875043511390686e-01" nType="-1"/>
4085 </Node>
4086 </Node>
4087 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.2203022241592407e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2233160734176636e-01" nType="0">
4088 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2811399698257446e-01" nType="0">
4089 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8453403711318970e-01" nType="1"/>
4090 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7705728411674500e-01" nType="-1"/>
4091 </Node>
4092 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0538990050554276e-01" nType="-1"/>
4093 </Node>
4094 </Node>
4095 </BinaryTree>
4096 <BinaryTree type="DecisionTree" boostWeight="3.2959336950269758e-01" itree="288">
4097 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.2496047019958496e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1472157239913940e-01" nType="0">
4098 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1624921560287476e-01" nType="1"/>
4099 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.1235013008117676e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0074940919876099e-01" nType="0">
4100 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0015525817871094e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6871944665908813e-01" nType="0">
4101 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6449165344238281e-01" nType="1"/>
4102 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9697060585021973e-01" nType="-1"/>
4103 </Node>
4104 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.5177739858627319e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3125134706497192e-01" nType="0">
4105 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4784125089645386e-01" nType="1"/>
4106 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6366966962814331e-01" nType="-1"/>
4107 </Node>
4108 </Node>
4109 </Node>
4110 </BinaryTree>
4111 <BinaryTree type="DecisionTree" boostWeight="3.5136460435526312e-01" itree="289">
4112 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8474822044372559e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2320289611816406e-01" nType="0">
4113 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.4161969423294067e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4564572572708130e-01" nType="1"/>
4114 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.7393195629119873e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6310913562774658e-01" nType="0">
4115 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.5177674293518066e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8292204141616821e-01" nType="0">
4116 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9009250402450562e-01" nType="1"/>
4117 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6322071552276611e-01" nType="-1"/>
4118 </Node>
4119 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4648898243904114e-01" nType="-1"/>
4120 </Node>
4121 </Node>
4122 </BinaryTree>
4123 <BinaryTree type="DecisionTree" boostWeight="5.5893363143951336e-01" itree="290">
4124 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035472869873047e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2846574783325195e-01" nType="0">
4125 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3962128639221191e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9420564174652100e-01" nType="0">
4126 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.8708031177520752e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5225108861923218e-01" nType="1"/>
4127 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8717789053916931e-01" nType="-1"/>
4128 </Node>
4129 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.6491688489913940e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3380391597747803e-01" nType="0">
4130 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.1747851036489010e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7731447219848633e-01" nType="0">
4131 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8483537435531616e-01" nType="1"/>
4132 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5042288601398468e-01" nType="-1"/>
4133 </Node>
4134 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.4346676468849182e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9739125669002533e-01" nType="-1"/>
4135 </Node>
4136 </Node>
4137 </BinaryTree>
4138 <BinaryTree type="DecisionTree" boostWeight="3.4979998153175257e-01" itree="291">
4139 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.3046796321868896e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6661117672920227e-01" nType="0">
4140 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.4024288654327393e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3504921197891235e-01" nType="1"/>
4141 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.9777824878692627e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3015849590301514e-01" nType="0">
4142 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9552620649337769e-01" nType="1"/>
4143 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1421256065368652e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7152045965194702e-01" nType="-1"/>
4144 </Node>
4145 </Node>
4146 </BinaryTree>
4147 <BinaryTree type="DecisionTree" boostWeight="4.9610311974633492e-01" itree="292">
4148 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4422397017478943e-01" nType="0">
4149 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.5960424914956093e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1816791296005249e-01" nType="0">
4150 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2376948595046997e-01" nType="1"/>
4151 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1283744126558304e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7486052513122559e-01" nType="0">
4152 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6238409280776978e-01" nType="1"/>
4153 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1619068086147308e-01" nType="-1"/>
4154 </Node>
4155 </Node>
4156 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.5164191722869873e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7977523207664490e-01" nType="-1"/>
4157 </Node>
4158 </BinaryTree>
4159 <BinaryTree type="DecisionTree" boostWeight="5.7930158062349379e-01" itree="293">
4160 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8553168773651123e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6860053539276123e-01" nType="0">
4161 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7137625217437744e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1167329549789429e-01" nType="0">
4162 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.3594151735305786e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9191390275955200e-01" nType="0">
4163 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6434093713760376e-01" nType="1"/>
4164 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5410189628601074e-01" nType="-1"/>
4165 </Node>
4166 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.4279888868331909e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1578317284584045e-01" nType="0">
4167 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4168 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3125256001949310e-02" nType="-1"/>
4169 </Node>
4170 </Node>
4171 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.5693031251430511e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8772344589233398e-01" nType="0">
4172 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9165984392166138e-01" nType="1"/>
4173 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.9866130352020264e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1407454609870911e-01" nType="-1"/>
4174 </Node>
4175 </Node>
4176 </BinaryTree>
4177 <BinaryTree type="DecisionTree" boostWeight="2.8808788133291863e-01" itree="294">
4178 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0845838785171509e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3263763189315796e-01" nType="0">
4179 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4180 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.1734870672225952e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0690454840660095e-01" nType="0">
4181 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.4914591312408447e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5427790284156799e-01" nType="0">
4182 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8722512722015381e-01" nType="1"/>
4183 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3446776270866394e-01" nType="-1"/>
4184 </Node>
4185 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.7370567917823792e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5410898625850677e-01" nType="0">
4186 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4000180959701538e-01" nType="1"/>
4187 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
4188 </Node>
4189 </Node>
4190 </Node>
4191 </BinaryTree>
4192 <BinaryTree type="DecisionTree" boostWeight="7.0882870210927384e-01" itree="295">
4193 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3469371795654297e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7628256678581238e-01" nType="0">
4194 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.5710543394088745e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7387783527374268e-01" nType="0">
4195 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.0878999233245850e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7072066068649292e-01" nType="1"/>
4196 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.4694668054580688e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7997593879699707e-01" nType="0">
4197 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9106450080871582e-01" nType="1"/>
4198 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7976850271224976e-01" nType="-1"/>
4199 </Node>
4200 </Node>
4201 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.3977495022118092e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1144752502441406e-01" nType="0">
4202 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8737862110137939e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9016203880310059e-01" nType="0">
4203 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2520973682403564e-01" nType="1"/>
4204 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6956185698509216e-01" nType="-1"/>
4205 </Node>
4206 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.9766910076141357e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1529790759086609e-01" nType="0">
4207 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3595241308212280e-01" nType="1"/>
4208 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0232868045568466e-01" nType="-1"/>
4209 </Node>
4210 </Node>
4211 </Node>
4212 </BinaryTree>
4213 <BinaryTree type="DecisionTree" boostWeight="3.9087867278230204e-01" itree="296">
4214 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8070890903472900e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8388763666152954e-01" nType="0">
4215 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.4493678808212280e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2835615873336792e-01" nType="0">
4216 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.6838395595550537e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4460715055465698e-01" nType="1"/>
4217 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.8343128561973572e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5302703380584717e-01" nType="0">
4218 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8298491239547729e-01" nType="1"/>
4219 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7312235832214355e-01" nType="-1"/>
4220 </Node>
4221 </Node>
4222 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.6677355766296387e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7296390533447266e-01" nType="0">
4223 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.5317818641662598e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1280179023742676e-01" nType="0">
4224 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1470608711242676e-01" nType="1"/>
4225 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9884174466133118e-01" nType="-1"/>
4226 </Node>
4227 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.8465780019760132e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6557569652795792e-02" nType="-1"/>
4228 </Node>
4229 </Node>
4230 </BinaryTree>
4231 <BinaryTree type="DecisionTree" boostWeight="3.7972550457060028e-01" itree="297">
4232 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2949473857879639e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8690154552459717e-01" nType="0">
4233 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.2535439804196358e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3166172504425049e-01" nType="1"/>
4234 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.5215131044387817e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3836965560913086e-01" nType="0">
4235 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.3762167692184448e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0030823945999146e-01" nType="0">
4236 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5049918889999390e-01" nType="1"/>
4237 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3195709586143494e-01" nType="-1"/>
4238 </Node>
4239 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9639949798583984e-01" nType="-1"/>
4240 </Node>
4241 </Node>
4242 </BinaryTree>
4243 <BinaryTree type="DecisionTree" boostWeight="3.8273016413423500e-01" itree="298">
4244 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.9029377698898315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4298627376556396e-01" nType="0">
4245 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.2618216685950756e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7837162017822266e-01" nType="1"/>
4246 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.9868981242179871e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7108605504035950e-01" nType="0">
4247 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.5536412000656128e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1532809734344482e-01" nType="0">
4248 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2907834053039551e-01" nType="1"/>
4249 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8427266478538513e-01" nType="-1"/>
4250 </Node>
4251 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.0852944850921631e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3706795573234558e-01" nType="0">
4252 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3329002857208252e-01" nType="1"/>
4253 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1051092445850372e-01" nType="-1"/>
4254 </Node>
4255 </Node>
4256 </Node>
4257 </BinaryTree>
4258 <BinaryTree type="DecisionTree" boostWeight="3.4766050073958910e-01" itree="299">
4259 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.5429594516754150e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8954978585243225e-01" nType="0">
4260 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.2427438497543335e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4955554008483887e-01" nType="0">
4261 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.6348720788955688e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8509021997451782e-01" nType="0">
4262 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8512040376663208e-01" nType="1"/>
4263 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6749279499053955e-01" nType="-1"/>
4264 </Node>
4265 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="5.4165041074156761e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9414828419685364e-01" nType="0">
4266 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6260010004043579e-01" nType="1"/>
4267 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7775309085845947e-01" nType="-1"/>
4268 </Node>
4269 </Node>
4270 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.5963587760925293e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3614909052848816e-01" nType="0">
4271 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6164495348930359e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6524798870086670e-01" nType="0">
4272 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3734440803527832e-01" nType="1"/>
4273 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0760937333106995e-01" nType="-1"/>
4274 </Node>
4275 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
4276 </Node>
4277 </Node>
4278 </BinaryTree>
4279 <BinaryTree type="DecisionTree" boostWeight="3.2233394434338564e-01" itree="300">
4280 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4243167877197266e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1677867174148560e-01" nType="0">
4281 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.0654377937316895e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3266617059707642e-01" nType="0">
4282 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.7476447224617004e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5753691196441650e-01" nType="1"/>
4283 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.0672146081924438e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9215414524078369e-01" nType="0">
4284 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0922241210937500e-01" nType="1"/>
4285 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4426245093345642e-01" nType="-1"/>
4286 </Node>
4287 </Node>
4288 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7248919606208801e-01" nType="-1"/>
4289 </Node>
4290 </BinaryTree>
4291 <BinaryTree type="DecisionTree" boostWeight="4.7945717524439690e-01" itree="301">
4292 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7476167678833008e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3057331442832947e-01" nType="0">
4293 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7946798801422119e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8371403217315674e-01" nType="0">
4294 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7104308605194092e-01" nType="1"/>
4295 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.3192713260650635e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2976229190826416e-01" nType="0">
4296 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5985944271087646e-01" nType="1"/>
4297 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8194184899330139e-01" nType="-1"/>
4298 </Node>
4299 </Node>
4300 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.6130995750427246e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1022232770919800e-01" nType="0">
4301 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.7862396240234375e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6139222979545593e-01" nType="0">
4302 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7619462013244629e-01" nType="1"/>
4303 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2514339685440063e-01" nType="-1"/>
4304 </Node>
4305 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
4306 </Node>
4307 </Node>
4308 </BinaryTree>
4309 <BinaryTree type="DecisionTree" boostWeight="3.4918465374564567e-01" itree="302">
4310 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0672011375427246e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4757810235023499e-01" nType="0">
4311 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4312 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.1730237007141113e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2968043684959412e-01" nType="0">
4313 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1819661855697632e-01" nType="1"/>
4314 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.9779630005359650e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1293603181838989e-01" nType="0">
4315 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7307925224304199e-01" nType="1"/>
4316 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5723224282264709e-01" nType="-1"/>
4317 </Node>
4318 </Node>
4319 </Node>
4320 </BinaryTree>
4321 <BinaryTree type="DecisionTree" boostWeight="4.6540304978470343e-01" itree="303">
4322 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0257714986801147e-01" nType="0">
4323 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.5935508310794830e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9295513629913330e-01" nType="0">
4324 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7778100967407227e-01" nType="1"/>
4325 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2488559819757938e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0068070888519287e-01" nType="0">
4326 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4997025728225708e-01" nType="1"/>
4327 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6907243132591248e-01" nType="-1"/>
4328 </Node>
4329 </Node>
4330 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7417537569999695e-01" nType="0">
4331 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.5874265432357788e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6386147141456604e-01" nType="0">
4332 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2902156114578247e-01" nType="1"/>
4333 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1641731858253479e-01" nType="-1"/>
4334 </Node>
4335 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.7832775712013245e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1151811480522156e-01" nType="-1"/>
4336 </Node>
4337 </Node>
4338 </BinaryTree>
4339 <BinaryTree type="DecisionTree" boostWeight="4.4322406114609803e-01" itree="304">
4340 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7533257007598877e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9372431635856628e-01" nType="0">
4341 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3914729356765747e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1021858453750610e-01" nType="0">
4342 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.7346692085266113e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9867708683013916e-01" nType="0">
4343 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4344 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4813751876354218e-01" nType="-1"/>
4345 </Node>
4346 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8273482322692871e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5855280756950378e-01" nType="0">
4347 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0348818302154541e-01" nType="1"/>
4348 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1517130136489868e-01" nType="-1"/>
4349 </Node>
4350 </Node>
4351 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8549160957336426e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3272319436073303e-01" nType="0">
4352 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.0024716705083847e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7383527755737305e-01" nType="0">
4353 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8147965669631958e-01" nType="1"/>
4354 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1460423469543457e-01" nType="-1"/>
4355 </Node>
4356 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.5920116901397705e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3608296513557434e-01" nType="-1"/>
4357 </Node>
4358 </Node>
4359 </BinaryTree>
4360 <BinaryTree type="DecisionTree" boostWeight="3.1682905534982359e-01" itree="305">
4361 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5716962814331055e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5910015106201172e-01" nType="0">
4362 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="3.0541807413101196e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5449234247207642e-01" nType="1"/>
4363 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.1966691017150879e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1160228252410889e-01" nType="0">
4364 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7619469165802002e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4482614994049072e-01" nType="0">
4365 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0376405715942383e-01" nType="1"/>
4366 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8199615478515625e-01" nType="-1"/>
4367 </Node>
4368 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.4322589039802551e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2464249134063721e-01" nType="-1"/>
4369 </Node>
4370 </Node>
4371 </BinaryTree>
4372 <BinaryTree type="DecisionTree" boostWeight="5.1971643222289587e-01" itree="306">
4373 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5571061372756958e-01" nType="0">
4374 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3516969680786133e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2035417556762695e-01" nType="0">
4375 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.2824440374970436e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9220672845840454e-01" nType="1"/>
4376 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.7696609497070312e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6153795719146729e-01" nType="0">
4377 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6606310606002808e-01" nType="1"/>
4378 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3218672871589661e-01" nType="-1"/>
4379 </Node>
4380 </Node>
4381 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.5678860545158386e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0801618993282318e-02" nType="-1"/>
4382 </Node>
4383 </BinaryTree>
4384 <BinaryTree type="DecisionTree" boostWeight="3.6430969273898600e-01" itree="307">
4385 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1240729093551636e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5471658706665039e-01" nType="0">
4386 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8716586828231812e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6128450632095337e-01" nType="0">
4387 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4812060594558716e-01" nType="1"/>
4388 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.7002170085906982e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7724028825759888e-01" nType="0">
4389 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1996467113494873e-01" nType="1"/>
4390 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4200500845909119e-01" nType="-1"/>
4391 </Node>
4392 </Node>
4393 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5177656412124634e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0101301670074463e-01" nType="0">
4394 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7748792171478271e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7688308358192444e-01" nType="0">
4395 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2610558271408081e-01" nType="1"/>
4396 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3299617171287537e-01" nType="-1"/>
4397 </Node>
4398 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.4842839241027832e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8939612805843353e-01" nType="-1"/>
4399 </Node>
4400 </Node>
4401 </BinaryTree>
4402 <BinaryTree type="DecisionTree" boostWeight="2.4642365089152163e-01" itree="308">
4403 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7588601112365723e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9128603935241699e-01" nType="0">
4404 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.1572978496551514e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1202178001403809e-01" nType="0">
4405 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5122022628784180e-01" nType="1"/>
4406 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.6394711732864380e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6969258785247803e-01" nType="0">
4407 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9414925575256348e-01" nType="1"/>
4408 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4808849692344666e-01" nType="-1"/>
4409 </Node>
4410 </Node>
4411 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.9386525154113770e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7440022826194763e-01" nType="0">
4412 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.8465223312377930e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2124667167663574e-01" nType="0">
4413 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5652629137039185e-01" nType="1"/>
4414 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0020767450332642e-01" nType="-1"/>
4415 </Node>
4416 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3254921138286591e-01" nType="-1"/>
4417 </Node>
4418 </Node>
4419 </BinaryTree>
4420 <BinaryTree type="DecisionTree" boostWeight="2.5774923855563664e-01" itree="309">
4421 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.0450050354003906e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4081032276153564e-01" nType="0">
4422 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.3642254829406738e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2523581981658936e-01" nType="1"/>
4423 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1043803095817566e-01" nType="0">
4424 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.4287118911743164e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4292500615119934e-01" nType="0">
4425 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4327267408370972e-01" nType="1"/>
4426 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8953405618667603e-01" nType="-1"/>
4427 </Node>
4428 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.9712434411048889e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0535102486610413e-01" nType="-1"/>
4429 </Node>
4430 </Node>
4431 </BinaryTree>
4432 <BinaryTree type="DecisionTree" boostWeight="2.7359037155186616e-01" itree="310">
4433 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3888791799545288e-01" nType="0">
4434 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.8002016544342041e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9629094600677490e-01" nType="0">
4435 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4131051301956177e-01" nType="1"/>
4436 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.5212174654006958e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5080069303512573e-01" nType="0">
4437 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0186800956726074e-01" nType="1"/>
4438 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5537997484207153e-01" nType="-1"/>
4439 </Node>
4440 </Node>
4441 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7946798801422119e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2271247506141663e-01" nType="0">
4442 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0561472177505493e-01" nType="1"/>
4443 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.3343302011489868e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8333401083946228e-01" nType="-1"/>
4444 </Node>
4445 </Node>
4446 </BinaryTree>
4447 <BinaryTree type="DecisionTree" boostWeight="2.4548487958166182e-01" itree="311">
4448 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2979639768600464e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2695256471633911e-01" nType="0">
4449 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4450 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.7630199193954468e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9050000309944153e-01" nType="0">
4451 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.7500262260437012e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0244828462600708e-01" nType="1"/>
4452 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.1253880262374878e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3450641632080078e-01" nType="0">
4453 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3664678335189819e-01" nType="1"/>
4454 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9644420146942139e-01" nType="-1"/>
4455 </Node>
4456 </Node>
4457 </Node>
4458 </BinaryTree>
4459 <BinaryTree type="DecisionTree" boostWeight="3.3168836444551358e-01" itree="312">
4460 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6554002165794373e-01" nType="0">
4461 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8635849952697754e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3901070356369019e-01" nType="0">
4462 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.5257237553596497e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1093777418136597e-01" nType="0">
4463 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8781551122665405e-01" nType="1"/>
4464 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6643698215484619e-01" nType="-1"/>
4465 </Node>
4466 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.3849620819091797e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0448272228240967e-01" nType="-1"/>
4467 </Node>
4468 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.2819395065307617e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9928666353225708e-01" nType="0">
4469 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6469663381576538e-01" nType="1"/>
4470 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.8486363887786865e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6527264714241028e-01" nType="-1"/>
4471 </Node>
4472 </Node>
4473 </BinaryTree>
4474 <BinaryTree type="DecisionTree" boostWeight="3.4517496480149834e-01" itree="313">
4475 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177608728408813e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3942871093750000e-01" nType="0">
4476 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.7912077903747559e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8699151277542114e-01" nType="0">
4477 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.1955956816673279e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2161304950714111e-01" nType="1"/>
4478 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8229080438613892e-01" nType="-1"/>
4479 </Node>
4480 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.0924624443054199e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0284043550491333e-01" nType="0">
4481 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1910679340362549e-01" nType="1"/>
4482 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.4295589923858643e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6686718463897705e-01" nType="-1"/>
4483 </Node>
4484 </Node>
4485 </BinaryTree>
4486 <BinaryTree type="DecisionTree" boostWeight="3.3879845015100096e-01" itree="314">
4487 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6656477451324463e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3322854042053223e-01" nType="0">
4488 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.9685710668563843e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6052758693695068e-01" nType="1"/>
4489 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.4535566568374634e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8446304202079773e-01" nType="0">
4490 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.1283839941024780e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8677515983581543e-01" nType="0">
4491 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2122225761413574e-01" nType="1"/>
4492 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3801957964897156e-01" nType="-1"/>
4493 </Node>
4494 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5120815634727478e-01" nType="-1"/>
4495 </Node>
4496 </Node>
4497 </BinaryTree>
4498 <BinaryTree type="DecisionTree" boostWeight="3.6373163076527792e-01" itree="315">
4499 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="6.6614627838134766e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7746446728706360e-01" nType="0">
4500 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.2116914987564087e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1255977153778076e-01" nType="0">
4501 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.4760311469435692e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7964509725570679e-01" nType="0">
4502 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5510257482528687e-01" nType="1"/>
4503 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3877756595611572e-01" nType="-1"/>
4504 </Node>
4505 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.1208724975585938e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4243026375770569e-01" nType="0">
4506 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6219574213027954e-01" nType="1"/>
4507 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9319542646408081e-01" nType="-1"/>
4508 </Node>
4509 </Node>
4510 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.8388652801513672e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5069978833198547e-01" nType="-1"/>
4511 </Node>
4512 </BinaryTree>
4513 <BinaryTree type="DecisionTree" boostWeight="7.2331699228608981e-01" itree="316">
4514 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177596807479858e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6689707040786743e-01" nType="0">
4515 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.1924344301223755e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7346760034561157e-01" nType="0">
4516 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.3085857965052128e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5174729824066162e-01" nType="1"/>
4517 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.5874345898628235e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2755033969879150e-01" nType="0">
4518 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0235252380371094e-01" nType="1"/>
4519 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4823338091373444e-02" nType="-1"/>
4520 </Node>
4521 </Node>
4522 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.0867388248443604e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8418460488319397e-01" nType="0">
4523 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8366078138351440e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9341728687286377e-01" nType="0">
4524 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4525 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3763789534568787e-01" nType="-1"/>
4526 </Node>
4527 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.8637830018997192e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0455363392829895e-01" nType="-1"/>
4528 </Node>
4529 </Node>
4530 </BinaryTree>
4531 <BinaryTree type="DecisionTree" boostWeight="3.5794163812243690e-01" itree="317">
4532 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.9014863967895508e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6982988119125366e-01" nType="0">
4533 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.0377819538116455e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8981894254684448e-01" nType="0">
4534 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4535 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8177804350852966e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7608872652053833e-01" nType="0">
4536 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2854515314102173e-01" nType="1"/>
4537 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3960694074630737e-01" nType="-1"/>
4538 </Node>
4539 </Node>
4540 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="5.7000303268432617e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2679949998855591e-01" nType="0">
4541 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.3541775941848755e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6495934724807739e-01" nType="0">
4542 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6054850816726685e-01" nType="1"/>
4543 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2830890417098999e-01" nType="-1"/>
4544 </Node>
4545 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.4313507080078125e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2141235470771790e-01" nType="-1"/>
4546 </Node>
4547 </Node>
4548 </BinaryTree>
4549 <BinaryTree type="DecisionTree" boostWeight="3.7382268828234849e-01" itree="318">
4550 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2948120832443237e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1069688796997070e-01" nType="0">
4551 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.6504323482513428e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6856824159622192e-01" nType="1"/>
4552 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.6425907611846924e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6026614308357239e-01" nType="0">
4553 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6333398818969727e-01" nType="1"/>
4554 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.1530395150184631e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6303311586380005e-01" nType="0">
4555 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6847324371337891e-01" nType="1"/>
4556 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3686918616294861e-01" nType="-1"/>
4557 </Node>
4558 </Node>
4559 </Node>
4560 </BinaryTree>
4561 <BinaryTree type="DecisionTree" boostWeight="5.6803880691256348e-01" itree="319">
4562 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8970768451690674e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3839010000228882e-01" nType="0">
4563 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.1603534221649170e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8480961322784424e-01" nType="1"/>
4564 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.5569796562194824e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5060011744499207e-01" nType="0">
4565 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="7.5704902410507202e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7524139285087585e-01" nType="0">
4566 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4742263555526733e-01" nType="1"/>
4567 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1309759616851807e-01" nType="-1"/>
4568 </Node>
4569 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
4570 </Node>
4571 </Node>
4572 </BinaryTree>
4573 <BinaryTree type="DecisionTree" boostWeight="3.2642055430348155e-01" itree="320">
4574 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.5658050775527954e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5729056000709534e-01" nType="0">
4575 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.9393383264541626e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7317832708358765e-01" nType="0">
4576 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.9034930467605591e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0925415754318237e-01" nType="0">
4577 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9930676221847534e-01" nType="1"/>
4578 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9052864909172058e-01" nType="-1"/>
4579 </Node>
4580 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.4024288654327393e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3871334791183472e-01" nType="0">
4581 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4582 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2993579506874084e-01" nType="-1"/>
4583 </Node>
4584 </Node>
4585 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
4586 </Node>
4587 </BinaryTree>
4588 <BinaryTree type="DecisionTree" boostWeight="4.6527135617673610e-01" itree="321">
4589 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2789644002914429e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1477748155593872e-01" nType="0">
4590 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4591 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6504828333854675e-01" nType="0">
4592 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.7807355523109436e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3008540868759155e-01" nType="0">
4593 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9736194610595703e-01" nType="1"/>
4594 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2399182915687561e-01" nType="-1"/>
4595 </Node>
4596 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.0700371265411377e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0675852298736572e-01" nType="0">
4597 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1841104030609131e-01" nType="1"/>
4598 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6425506770610809e-01" nType="-1"/>
4599 </Node>
4600 </Node>
4601 </Node>
4602 </BinaryTree>
4603 <BinaryTree type="DecisionTree" boostWeight="4.8762609386774886e-01" itree="322">
4604 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.3764920234680176e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9918484687805176e-01" nType="0">
4605 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.0400407947599888e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8469136953353882e-01" nType="0">
4606 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.4813108444213867e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7322733402252197e-01" nType="1"/>
4607 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8647986650466919e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5196613073348999e-01" nType="0">
4608 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4609 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3630129694938660e-01" nType="-1"/>
4610 </Node>
4611 </Node>
4612 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9032790660858154e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3894780278205872e-01" nType="0">
4613 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6331729888916016e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4137712717056274e-01" nType="0">
4614 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1259371042251587e-01" nType="1"/>
4615 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8723638057708740e-01" nType="-1"/>
4616 </Node>
4617 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.4691729545593262e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7060407400131226e-01" nType="-1"/>
4618 </Node>
4619 </Node>
4620 </BinaryTree>
4621 <BinaryTree type="DecisionTree" boostWeight="3.7466398298253190e-01" itree="323">
4622 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5697370767593384e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5905449390411377e-01" nType="0">
4623 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.5723333358764648e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9590911865234375e-01" nType="0">
4624 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.6167789995670319e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3748037815093994e-01" nType="1"/>
4625 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7763612866401672e-02" nType="-1"/>
4626 </Node>
4627 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
4628 </Node>
4629 </BinaryTree>
4630 <BinaryTree type="DecisionTree" boostWeight="4.2637892476511952e-01" itree="324">
4631 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035469293594360e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2599638700485229e-01" nType="0">
4632 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.6278924942016602e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4824604988098145e-01" nType="0">
4633 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.5546984672546387e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6676144599914551e-01" nType="1"/>
4634 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1913623660802841e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2298635840415955e-01" nType="0">
4635 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1961531639099121e-01" nType="1"/>
4636 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0008745193481445e-01" nType="-1"/>
4637 </Node>
4638 </Node>
4639 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3539767265319824e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3931660056114197e-01" nType="0">
4640 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8762022256851196e-01" nType="1"/>
4641 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.2879045307636261e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0111494064331055e-01" nType="0">
4642 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8710323572158813e-01" nType="1"/>
4643 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6550289392471313e-01" nType="-1"/>
4644 </Node>
4645 </Node>
4646 </Node>
4647 </BinaryTree>
4648 <BinaryTree type="DecisionTree" boostWeight="4.5819910735257513e-01" itree="325">
4649 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.5384056568145752e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0266367197036743e-01" nType="0">
4650 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.8481398820877075e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0310372114181519e-01" nType="1"/>
4651 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.1633882820606232e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7490275502204895e-01" nType="0">
4652 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.9578118622303009e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9711320400238037e-01" nType="0">
4653 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8663522005081177e-01" nType="1"/>
4654 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1274619698524475e-01" nType="-1"/>
4655 </Node>
4656 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
4657 </Node>
4658 </Node>
4659 </BinaryTree>
4660 <BinaryTree type="DecisionTree" boostWeight="4.3004333791837268e-01" itree="326">
4661 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164066553115845e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2609539031982422e-01" nType="0">
4662 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.7492666244506836e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4959150552749634e-01" nType="0">
4663 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.7075489759445190e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0982577800750732e-01" nType="1"/>
4664 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.1219017505645752e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6994938850402832e-01" nType="0">
4665 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8743270635604858e-01" nType="1"/>
4666 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1643110513687134e-01" nType="-1"/>
4667 </Node>
4668 </Node>
4669 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.7633728981018066e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5359468460083008e-01" nType="0">
4670 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.8801694512367249e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0344641208648682e-01" nType="1"/>
4671 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.9476652145385742e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8894137740135193e-01" nType="0">
4672 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6845837831497192e-01" nType="1"/>
4673 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6505467295646667e-01" nType="-1"/>
4674 </Node>
4675 </Node>
4676 </Node>
4677 </BinaryTree>
4678 <BinaryTree type="DecisionTree" boostWeight="3.5600693987481946e-01" itree="327">
4679 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7777309417724609e-01" nType="0">
4680 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="7.3791439644992352e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0865832567214966e-01" nType="1"/>
4681 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.6695995330810547e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3930914402008057e-01" nType="0">
4682 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="3.9991963654756546e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7547122240066528e-01" nType="0">
4683 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6742366552352905e-01" nType="1"/>
4684 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5512241125106812e-01" nType="-1"/>
4685 </Node>
4686 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="3.8062424659729004e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5803729891777039e-01" nType="0">
4687 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2453498840332031e-01" nType="1"/>
4688 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6747998595237732e-02" nType="-1"/>
4689 </Node>
4690 </Node>
4691 </Node>
4692 </BinaryTree>
4693 <BinaryTree type="DecisionTree" boostWeight="3.9502530819784443e-01" itree="328">
4694 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9032789468765259e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2777788639068604e-01" nType="0">
4695 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2677190303802490e-01" nType="0">
4696 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0026179552078247e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6982793807983398e-01" nType="1"/>
4697 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.1376135349273682e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2411494851112366e-01" nType="-1"/>
4698 </Node>
4699 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.1148406267166138e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9068100452423096e-01" nType="-1"/>
4700 </Node>
4701 </BinaryTree>
4702 <BinaryTree type="DecisionTree" boostWeight="2.9521955987019299e-01" itree="329">
4703 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.7098264694213867e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6133472919464111e-01" nType="0">
4704 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7116298675537109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8640640974044800e-01" nType="0">
4705 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.0650999546051025e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2517142295837402e-01" nType="0">
4706 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5467977523803711e-01" nType="1"/>
4707 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6064594388008118e-01" nType="-1"/>
4708 </Node>
4709 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.3263761997222900e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5302332043647766e-01" nType="-1"/>
4710 </Node>
4711 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.4550734519958496e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0648571252822876e-01" nType="-1"/>
4712 </Node>
4713 </BinaryTree>
4714 <BinaryTree type="DecisionTree" boostWeight="4.9644063644891817e-01" itree="330">
4715 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9443018436431885e-01" nType="0">
4716 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.0111464262008667e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7410112619400024e-01" nType="1"/>
4717 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.6500339508056641e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5179498195648193e-01" nType="0">
4718 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.9372526407241821e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1218765974044800e-01" nType="0">
4719 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4654576778411865e-01" nType="1"/>
4720 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5158256292343140e-01" nType="-1"/>
4721 </Node>
4722 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.0454877853393555e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6524930298328400e-01" nType="-1"/>
4723 </Node>
4724 </Node>
4725 </BinaryTree>
4726 <BinaryTree type="DecisionTree" boostWeight="4.6679474384850228e-01" itree="331">
4727 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4563608169555664e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1292366385459900e-01" nType="0">
4728 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7129584550857544e-01" nType="1"/>
4729 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.9963352680206299e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8917526602745056e-01" nType="0">
4730 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5927336215972900e-01" nType="0">
4731 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1066123247146606e-01" nType="1"/>
4732 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8713257759809494e-02" nType="-1"/>
4733 </Node>
4734 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.9930597543716431e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2115200161933899e-01" nType="0">
4735 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5887039899826050e-01" nType="1"/>
4736 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0527421832084656e-01" nType="-1"/>
4737 </Node>
4738 </Node>
4739 </Node>
4740 </BinaryTree>
4741 <BinaryTree type="DecisionTree" boostWeight="4.2428301241826538e-01" itree="332">
4742 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8246297836303711e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6400918960571289e-01" nType="0">
4743 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.4458470344543457e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5383895635604858e-01" nType="0">
4744 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3455684185028076e-01" nType="1"/>
4745 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="7.3423586785793304e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8623725175857544e-01" nType="0">
4746 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9627937078475952e-01" nType="1"/>
4747 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3009428381919861e-01" nType="-1"/>
4748 </Node>
4749 </Node>
4750 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0673968791961670e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7686663269996643e-01" nType="0">
4751 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8697321414947510e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0633209943771362e-01" nType="0">
4752 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2629606723785400e-01" nType="1"/>
4753 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3224659562110901e-01" nType="-1"/>
4754 </Node>
4755 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4055946469306946e-01" nType="-1"/>
4756 </Node>
4757 </Node>
4758 </BinaryTree>
4759 <BinaryTree type="DecisionTree" boostWeight="3.8709611787074338e-01" itree="333">
4760 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7356994152069092e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9812372922897339e-01" nType="0">
4761 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0105966329574585e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4154973030090332e-01" nType="1"/>
4762 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7588601112365723e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3119677305221558e-01" nType="0">
4763 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.1719596385955811e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6460285186767578e-01" nType="0">
4764 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0190398693084717e-01" nType="1"/>
4765 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4971302151679993e-01" nType="-1"/>
4766 </Node>
4767 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1746007949113846e-01" nType="-1"/>
4768 </Node>
4769 </Node>
4770 </BinaryTree>
4771 <BinaryTree type="DecisionTree" boostWeight="3.3520647161710915e-01" itree="334">
4772 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6454813480377197e-01" nType="0">
4773 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.7979490756988525e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8781250715255737e-01" nType="1"/>
4774 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.7250072360038757e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4830062985420227e-01" nType="0">
4775 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="3.7222947925329208e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8887699842453003e-01" nType="0">
4776 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5248254537582397e-01" nType="1"/>
4777 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
4778 </Node>
4779 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
4780 </Node>
4781 </Node>
4782 </BinaryTree>
4783 <BinaryTree type="DecisionTree" boostWeight="5.9119264843598418e-01" itree="335">
4784 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8934653997421265e-01" nType="0">
4785 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8603574037551880e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7756975889205933e-01" nType="0">
4786 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3840241432189941e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4079380035400391e-01" nType="0">
4787 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1245702505111694e-01" nType="1"/>
4788 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4659261107444763e-01" nType="-1"/>
4789 </Node>
4790 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.0493330955505371e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7342855334281921e-01" nType="0">
4791 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5363993644714355e-01" nType="1"/>
4792 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3534947037696838e-01" nType="-1"/>
4793 </Node>
4794 </Node>
4795 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.7875409126281738e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7636647224426270e-01" nType="0">
4796 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.5538372397422791e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7561658024787903e-01" nType="0">
4797 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4345883131027222e-01" nType="1"/>
4798 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4170090258121490e-01" nType="-1"/>
4799 </Node>
4800 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0741135179996490e-02" nType="-1"/>
4801 </Node>
4802 </Node>
4803 </BinaryTree>
4804 <BinaryTree type="DecisionTree" boostWeight="3.9200729301230075e-01" itree="336">
4805 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164191722869873e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8323655128479004e-01" nType="0">
4806 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8110252916812897e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0123646259307861e-01" nType="0">
4807 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.6871769428253174e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0465910434722900e-01" nType="0">
4808 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6612585783004761e-01" nType="1"/>
4809 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5819795131683350e-01" nType="-1"/>
4810 </Node>
4811 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.0547368526458740e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5503643751144409e-01" nType="0">
4812 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5774226188659668e-01" nType="1"/>
4813 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3906110823154449e-02" nType="-1"/>
4814 </Node>
4815 </Node>
4816 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.5596441626548767e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1176468133926392e-01" nType="0">
4817 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.8681184053421021e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2551231384277344e-01" nType="0">
4818 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3942682743072510e-01" nType="1"/>
4819 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5861349105834961e-01" nType="-1"/>
4820 </Node>
4821 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4264975488185883e-01" nType="-1"/>
4822 </Node>
4823 </Node>
4824 </BinaryTree>
4825 <BinaryTree type="DecisionTree" boostWeight="3.7571374948365166e-01" itree="337">
4826 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.0469485282897949e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4393905997276306e-01" nType="0">
4827 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6125594377517700e-01" nType="1"/>
4828 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9933258295059204e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0969520807266235e-01" nType="0">
4829 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0286895036697388e-01" nType="0">
4830 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7294639348983765e-01" nType="1"/>
4831 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1237184405326843e-01" nType="-1"/>
4832 </Node>
4833 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.4168105125427246e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5879630446434021e-01" nType="-1"/>
4834 </Node>
4835 </Node>
4836 </BinaryTree>
4837 <BinaryTree type="DecisionTree" boostWeight="2.9798985588929078e-01" itree="338">
4838 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.7098264694213867e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5524182915687561e-01" nType="0">
4839 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.1162269592285156e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3648519515991211e-01" nType="0">
4840 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0887213945388794e-01" nType="1"/>
4841 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3849429488182068e-01" nType="-1"/>
4842 </Node>
4843 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3544156551361084e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4119960069656372e-01" nType="0">
4844 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.3711051940917969e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1058816909790039e-01" nType="0">
4845 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9575582742691040e-01" nType="1"/>
4846 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0825429558753967e-01" nType="-1"/>
4847 </Node>
4848 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.0614627599716187e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5699245333671570e-01" nType="-1"/>
4849 </Node>
4850 </Node>
4851 </BinaryTree>
4852 <BinaryTree type="DecisionTree" boostWeight="4.2679960369977887e-01" itree="339">
4853 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.4489442110061646e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8957785367965698e-01" nType="0">
4854 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.3929064273834229e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7254441976547241e-01" nType="0">
4855 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4856 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.0935732871294022e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3191568851470947e-01" nType="0">
4857 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1296757459640503e-01" nType="1"/>
4858 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4472208619117737e-01" nType="-1"/>
4859 </Node>
4860 </Node>
4861 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.7101781368255615e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8076257705688477e-01" nType="0">
4862 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6931387186050415e-01" nType="1"/>
4863 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="3.5327562689781189e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3174902200698853e-01" nType="0">
4864 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6059020757675171e-01" nType="1"/>
4865 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8147250413894653e-01" nType="-1"/>
4866 </Node>
4867 </Node>
4868 </Node>
4869 </BinaryTree>
4870 <BinaryTree type="DecisionTree" boostWeight="2.5995773371157677e-01" itree="340">
4871 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.0398238182067871e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6016648411750793e-01" nType="0">
4872 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6461192369461060e-01" nType="1"/>
4873 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.0282855033874512e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2744553089141846e-01" nType="0">
4874 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="7.3478125035762787e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4504466652870178e-01" nType="0">
4875 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3488224744796753e-01" nType="1"/>
4876 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4466058015823364e-01" nType="-1"/>
4877 </Node>
4878 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
4879 </Node>
4880 </Node>
4881 </BinaryTree>
4882 <BinaryTree type="DecisionTree" boostWeight="3.3716091995148584e-01" itree="341">
4883 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8369123935699463e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1412719488143921e-01" nType="0">
4884 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.3267266750335693e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8398201465606689e-01" nType="0">
4885 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3664357662200928e-01" nType="1"/>
4886 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.2762607038021088e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8316972255706787e-01" nType="-1"/>
4887 </Node>
4888 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.0232357978820801e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6747863292694092e-01" nType="0">
4889 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.5718673467636108e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2926325798034668e-01" nType="0">
4890 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7834552526473999e-01" nType="1"/>
4891 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7339487075805664e-01" nType="-1"/>
4892 </Node>
4893 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9053626060485840e-01" nType="-1"/>
4894 </Node>
4895 </Node>
4896 </BinaryTree>
4897 <BinaryTree type="DecisionTree" boostWeight="3.7004076892565529e-01" itree="342">
4898 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177596807479858e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0283446311950684e-01" nType="0">
4899 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.2203058004379272e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7605108022689819e-01" nType="0">
4900 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4112396240234375e-01" nType="1"/>
4901 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.1240729093551636e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6964892148971558e-01" nType="0">
4902 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1087217330932617e-01" nType="1"/>
4903 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2194452881813049e-01" nType="-1"/>
4904 </Node>
4905 </Node>
4906 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.6571597456932068e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3797930479049683e-01" nType="0">
4907 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7553553581237793e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6814700365066528e-01" nType="0">
4908 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5857422351837158e-01" nType="1"/>
4909 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5165547728538513e-01" nType="-1"/>
4910 </Node>
4911 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5500659644603729e-02" nType="-1"/>
4912 </Node>
4913 </Node>
4914 </BinaryTree>
4915 <BinaryTree type="DecisionTree" boostWeight="4.9123996948055165e-01" itree="343">
4916 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8553168773651123e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1066669225692749e-01" nType="0">
4917 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.7476167678833008e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7894542217254639e-01" nType="0">
4918 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.2072264552116394e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6843535900115967e-01" nType="1"/>
4919 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2509211897850037e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2546000480651855e-01" nType="0">
4920 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7581399679183960e-01" nType="1"/>
4921 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2973074913024902e-01" nType="-1"/>
4922 </Node>
4923 </Node>
4924 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.6744611263275146e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0528881549835205e-01" nType="0">
4925 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.3417301177978516e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7047242522239685e-01" nType="0">
4926 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7397472858428955e-01" nType="1"/>
4927 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0019646883010864e-01" nType="-1"/>
4928 </Node>
4929 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2575263679027557e-01" nType="-1"/>
4930 </Node>
4931 </Node>
4932 </BinaryTree>
4933 <BinaryTree type="DecisionTree" boostWeight="3.8481701329137985e-01" itree="344">
4934 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.7253888845443726e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4114735126495361e-01" nType="0">
4935 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.2146916985511780e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1284705400466919e-01" nType="0">
4936 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1045087575912476e-01" nType="1"/>
4937 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7424683570861816e-01" nType="-1"/>
4938 </Node>
4939 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.0324051678180695e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2034622430801392e-01" nType="0">
4940 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.2674482166767120e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7931550741195679e-01" nType="1"/>
4941 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.3725717067718506e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3056401610374451e-01" nType="0">
4942 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4943 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7204399704933167e-01" nType="-1"/>
4944 </Node>
4945 </Node>
4946 </Node>
4947 </BinaryTree>
4948 <BinaryTree type="DecisionTree" boostWeight="3.5451255771793821e-01" itree="345">
4949 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5657324790954590e-01" nType="0">
4950 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0251183509826660e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6723805665969849e-01" nType="0">
4951 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.6711385250091553e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6576095819473267e-01" nType="1"/>
4952 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.1539192199707031e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3098499774932861e-01" nType="0">
4953 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4023163318634033e-01" nType="1"/>
4954 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8230723142623901e-01" nType="-1"/>
4955 </Node>
4956 </Node>
4957 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.8205060362815857e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0164780616760254e-01" nType="0">
4958 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.2670858502388000e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0424709320068359e-01" nType="0">
4959 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9861029386520386e-01" nType="1"/>
4960 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9790505170822144e-01" nType="-1"/>
4961 </Node>
4962 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.9969329833984375e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5862508416175842e-01" nType="-1"/>
4963 </Node>
4964 </Node>
4965 </BinaryTree>
4966 <BinaryTree type="DecisionTree" boostWeight="4.0943586684598815e-01" itree="346">
4967 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5686980485916138e-01" nType="0">
4968 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8663386106491089e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0189428329467773e-01" nType="0">
4969 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0126415491104126e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9051550626754761e-01" nType="1"/>
4970 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8677459359169006e-01" nType="-1"/>
4971 </Node>
4972 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8549158573150635e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4961553812026978e-01" nType="0">
4973 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.4898300170898438e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5960890054702759e-01" nType="0">
4974 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1721735000610352e-01" nType="1"/>
4975 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0777441859245300e-01" nType="-1"/>
4976 </Node>
4977 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.7668265104293823e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4635341167449951e-01" nType="-1"/>
4978 </Node>
4979 </Node>
4980 </BinaryTree>
4981 <BinaryTree type="DecisionTree" boostWeight="4.1579601826358820e-01" itree="347">
4982 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4274559020996094e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6720747947692871e-01" nType="0">
4983 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.2979639768600464e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8799251317977905e-01" nType="0">
4984 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.4119474887847900e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0436620712280273e-01" nType="1"/>
4985 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="6.4672981388866901e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7598376274108887e-01" nType="0">
4986 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
4987 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6272268891334534e-01" nType="-1"/>
4988 </Node>
4989 </Node>
4990 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8111457824707031e-01" nType="-1"/>
4991 </Node>
4992 </BinaryTree>
4993 <BinaryTree type="DecisionTree" boostWeight="1.9098908298443160e-01" itree="348">
4994 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4274559020996094e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0979655981063843e-01" nType="0">
4995 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.5754644870758057e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3799968957901001e-01" nType="0">
4996 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.9144088029861450e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5738860368728638e-01" nType="1"/>
4997 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.3879435062408447e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5582563877105713e-01" nType="0">
4998 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9680652618408203e-01" nType="1"/>
4999 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5000 </Node>
5001 </Node>
5002 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6773876547813416e-01" nType="-1"/>
5003 </Node>
5004 </BinaryTree>
5005 <BinaryTree type="DecisionTree" boostWeight="2.3046430109949642e-01" itree="349">
5006 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2948120832443237e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9218124151229858e-01" nType="0">
5007 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.9551460742950439e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6280033588409424e-01" nType="0">
5008 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5009 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.0400444269180298e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8734869956970215e-01" nType="0">
5010 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9012081623077393e-01" nType="1"/>
5011 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3795868754386902e-01" nType="-1"/>
5012 </Node>
5013 </Node>
5014 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="5.7106299400329590e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5846986770629883e-01" nType="0">
5015 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7116173505783081e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8208302259445190e-01" nType="0">
5016 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5267008543014526e-01" nType="1"/>
5017 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4302254915237427e-01" nType="-1"/>
5018 </Node>
5019 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1174625396728516e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0147886276245117e-01" nType="-1"/>
5020 </Node>
5021 </Node>
5022 </BinaryTree>
5023 <BinaryTree type="DecisionTree" boostWeight="3.8587519372634749e-01" itree="350">
5024 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6640944480895996e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6003355979919434e-01" nType="0">
5025 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.8794019520282745e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0310542583465576e-01" nType="0">
5026 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4858313798904419e-01" nType="1"/>
5027 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.4198812246322632e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9062654376029968e-01" nType="0">
5028 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6593775749206543e-01" nType="1"/>
5029 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1977844238281250e-01" nType="-1"/>
5030 </Node>
5031 </Node>
5032 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.5239555835723877e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9968359172344208e-01" nType="0">
5033 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5444693565368652e-01" nType="1"/>
5034 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5035 </Node>
5036 </Node>
5037 </BinaryTree>
5038 <BinaryTree type="DecisionTree" boostWeight="3.3417511122195442e-01" itree="351">
5039 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.0469485282897949e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3165483474731445e-01" nType="0">
5040 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.5461979866027832e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6296099424362183e-01" nType="1"/>
5041 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.7599825263023376e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9680531024932861e-01" nType="0">
5042 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="9.0839155018329620e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1326256990432739e-01" nType="0">
5043 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5912061929702759e-01" nType="1"/>
5044 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9687696099281311e-01" nType="-1"/>
5045 </Node>
5046 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5047 </Node>
5048 </Node>
5049 </BinaryTree>
5050 <BinaryTree type="DecisionTree" boostWeight="3.9182654739856065e-01" itree="352">
5051 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3293623924255371e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6176090240478516e-01" nType="0">
5052 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.1964058876037598e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8895200490951538e-01" nType="0">
5053 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.0832003317773342e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6835004091262817e-01" nType="0">
5054 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3868405818939209e-01" nType="1"/>
5055 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5787662267684937e-01" nType="-1"/>
5056 </Node>
5057 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.5182363986968994e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2175799608230591e-01" nType="0">
5058 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2983971834182739e-01" nType="1"/>
5059 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4454581141471863e-01" nType="-1"/>
5060 </Node>
5061 </Node>
5062 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6465710103511810e-01" nType="-1"/>
5063 </Node>
5064 </BinaryTree>
5065 <BinaryTree type="DecisionTree" boostWeight="2.8159807535615294e-01" itree="353">
5066 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.8060362339019775e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5929541587829590e-01" nType="0">
5067 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2577743530273438e-01" nType="1"/>
5068 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.1122368574142456e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2680760622024536e-01" nType="0">
5069 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="3.6905944347381592e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4315817356109619e-01" nType="0">
5070 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3547229766845703e-01" nType="1"/>
5071 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4041904807090759e-01" nType="-1"/>
5072 </Node>
5073 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5074 </Node>
5075 </Node>
5076 </BinaryTree>
5077 <BinaryTree type="DecisionTree" boostWeight="4.7209546583847262e-01" itree="354">
5078 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.3446035385131836e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8555296659469604e-01" nType="0">
5079 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.5799309015274048e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1484279632568359e-01" nType="1"/>
5080 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="5.5875140428543091e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7537736296653748e-01" nType="-1"/>
5081 </Node>
5082 </BinaryTree>
5083 <BinaryTree type="DecisionTree" boostWeight="2.1293447335417670e-01" itree="355">
5084 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6511870622634888e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2740728855133057e-01" nType="0">
5085 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9439001083374023e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7042241096496582e-01" nType="0">
5086 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5087 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.8315312862396240e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4881948232650757e-01" nType="0">
5088 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7368483543395996e-01" nType="1"/>
5089 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9483928084373474e-01" nType="-1"/>
5090 </Node>
5091 </Node>
5092 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.5435995459556580e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5817065536975861e-01" nType="-1"/>
5093 </Node>
5094 </BinaryTree>
5095 <BinaryTree type="DecisionTree" boostWeight="3.3169747339519956e-01" itree="356">
5096 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3485190868377686e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8957517743110657e-01" nType="0">
5097 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.7908556461334229e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4590064287185669e-01" nType="0">
5098 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.1165715456008911e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8864641189575195e-01" nType="0">
5099 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1504049301147461e-01" nType="1"/>
5100 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8419541120529175e-01" nType="-1"/>
5101 </Node>
5102 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1317939758300781e-01" nType="-1"/>
5103 </Node>
5104 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.0640941858291626e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9111295938491821e-01" nType="0">
5105 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.6284360885620117e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3264355659484863e-01" nType="0">
5106 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0124765634536743e-01" nType="1"/>
5107 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5108 </Node>
5109 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.4362086355686188e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6077943146228790e-01" nType="-1"/>
5110 </Node>
5111 </Node>
5112 </BinaryTree>
5113 <BinaryTree type="DecisionTree" boostWeight="5.2567989351785305e-01" itree="357">
5114 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8549158573150635e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7802754640579224e-01" nType="0">
5115 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7151533961296082e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3378918170928955e-01" nType="0">
5116 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.2332832813262939e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4683427810668945e-01" nType="1"/>
5117 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.4368765354156494e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7274361252784729e-01" nType="0">
5118 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3873556852340698e-01" nType="1"/>
5119 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5891434252262115e-01" nType="-1"/>
5120 </Node>
5121 </Node>
5122 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="5.3053326606750488e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0428709983825684e-01" nType="0">
5123 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="7.3486611247062683e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9753227233886719e-01" nType="0">
5124 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3865733146667480e-01" nType="1"/>
5125 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2068135738372803e-01" nType="-1"/>
5126 </Node>
5127 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.7873303890228271e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6465291380882263e-01" nType="-1"/>
5128 </Node>
5129 </Node>
5130 </BinaryTree>
5131 <BinaryTree type="DecisionTree" boostWeight="4.7958957571938376e-01" itree="358">
5132 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2836442589759827e-01" nType="0">
5133 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7893993854522705e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1186730861663818e-01" nType="0">
5134 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5832271575927734e-01" nType="1"/>
5135 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.3336274623870850e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0675344467163086e-01" nType="0">
5136 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9494102001190186e-01" nType="1"/>
5137 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7331387400627136e-01" nType="-1"/>
5138 </Node>
5139 </Node>
5140 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.6463885903358459e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8146561980247498e-01" nType="0">
5141 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8487472534179688e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9581139087677002e-01" nType="1"/>
5142 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.5458950996398926e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2581896185874939e-01" nType="-1"/>
5143 </Node>
5144 </Node>
5145 </BinaryTree>
5146 <BinaryTree type="DecisionTree" boostWeight="3.0293280612946111e-01" itree="359">
5147 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2068533897399902e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3902316093444824e-01" nType="0">
5148 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9799084663391113e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2521082162857056e-01" nType="0">
5149 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5150 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.0857064723968506e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0766756534576416e-01" nType="0">
5151 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3832473754882812e-01" nType="1"/>
5152 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8574569821357727e-01" nType="-1"/>
5153 </Node>
5154 </Node>
5155 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.9884450435638428e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0957019329071045e-01" nType="-1"/>
5156 </Node>
5157 </BinaryTree>
5158 <BinaryTree type="DecisionTree" boostWeight="3.0847432810605963e-01" itree="360">
5159 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9516224861145020e-01" nType="0">
5160 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9799084663391113e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6897509098052979e-01" nType="0">
5161 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5162 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.6207934617996216e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3537547588348389e-01" nType="0">
5163 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8492070436477661e-01" nType="1"/>
5164 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6745373010635376e-01" nType="-1"/>
5165 </Node>
5166 </Node>
5167 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.6498398184776306e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1892657279968262e-01" nType="-1"/>
5168 </Node>
5169 </BinaryTree>
5170 <BinaryTree type="DecisionTree" boostWeight="5.1518376224828066e-01" itree="361">
5171 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6563193202018738e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1849651336669922e-01" nType="0">
5172 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.5477885007858276e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5379194021224976e-01" nType="0">
5173 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0181111097335815e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0367479324340820e-01" nType="0">
5174 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0426388978958130e-01" nType="1"/>
5175 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5983560085296631e-01" nType="-1"/>
5176 </Node>
5177 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.1662467718124390e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6284300088882446e-01" nType="0">
5178 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2636154890060425e-01" nType="1"/>
5179 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9497221708297729e-01" nType="-1"/>
5180 </Node>
5181 </Node>
5182 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.9000121355056763e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1312655508518219e-01" nType="-1"/>
5183 </Node>
5184 </BinaryTree>
5185 <BinaryTree type="DecisionTree" boostWeight="3.9151229935172327e-01" itree="362">
5186 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8500177860260010e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1489335298538208e-01" nType="0">
5187 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3568674325942993e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8944290876388550e-01" nType="0">
5188 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.1017956733703613e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8913084268569946e-01" nType="1"/>
5189 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.6549122333526611e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1348314285278320e-01" nType="0">
5190 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3234356641769409e-01" nType="1"/>
5191 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1883985996246338e-01" nType="-1"/>
5192 </Node>
5193 </Node>
5194 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.0183653831481934e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5970461964607239e-01" nType="0">
5195 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4842696189880371e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3473201990127563e-01" nType="0">
5196 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2161282300949097e-01" nType="1"/>
5197 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6228370666503906e-01" nType="-1"/>
5198 </Node>
5199 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.8935413360595703e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7471067607402802e-01" nType="-1"/>
5200 </Node>
5201 </Node>
5202 </BinaryTree>
5203 <BinaryTree type="DecisionTree" boostWeight="2.6826096273192035e-01" itree="363">
5204 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0595252513885498e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5387765765190125e-01" nType="0">
5205 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5206 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.0632508993148804e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3512284755706787e-01" nType="0">
5207 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.4497725963592529e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9682840704917908e-01" nType="0">
5208 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4423513412475586e-01" nType="1"/>
5209 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5466601848602295e-01" nType="-1"/>
5210 </Node>
5211 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.8963160514831543e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8749951720237732e-01" nType="0">
5212 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5209028720855713e-01" nType="1"/>
5213 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9099654257297516e-01" nType="-1"/>
5214 </Node>
5215 </Node>
5216 </Node>
5217 </BinaryTree>
5218 <BinaryTree type="DecisionTree" boostWeight="3.4309914688155912e-01" itree="364">
5219 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6599197387695312e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5649474859237671e-01" nType="0">
5220 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.9547092765569687e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8423179984092712e-01" nType="0">
5221 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5732598304748535e-01" nType="1"/>
5222 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.1032406259328127e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6394980549812317e-01" nType="-1"/>
5223 </Node>
5224 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5225 </Node>
5226 </BinaryTree>
5227 <BinaryTree type="DecisionTree" boostWeight="5.0869010966033124e-01" itree="365">
5228 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3469371795654297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2041546106338501e-01" nType="0">
5229 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2846536934375763e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4709002971649170e-01" nType="0">
5230 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.5429950952529907e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4725962877273560e-01" nType="0">
5231 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5154963731765747e-01" nType="1"/>
5232 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3344971537590027e-01" nType="-1"/>
5233 </Node>
5234 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="5.6706946343183517e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9527923464775085e-01" nType="0">
5235 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5573703050613403e-01" nType="1"/>
5236 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2143314182758331e-02" nType="-1"/>
5237 </Node>
5238 </Node>
5239 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.7636359930038452e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9830228388309479e-01" nType="0">
5240 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0278276205062866e-01" nType="1"/>
5241 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5242 </Node>
5243 </Node>
5244 </BinaryTree>
5245 <BinaryTree type="DecisionTree" boostWeight="3.9171473069270696e-01" itree="366">
5246 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2996454238891602e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7377216815948486e-01" nType="0">
5247 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.0377819538116455e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3350769281387329e-01" nType="0">
5248 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5249 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.9405554533004761e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1676744222640991e-01" nType="0">
5250 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8775367736816406e-01" nType="1"/>
5251 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5101258754730225e-01" nType="-1"/>
5252 </Node>
5253 </Node>
5254 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.3222101926803589e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4451522827148438e-01" nType="0">
5255 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.5994324684143066e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9667701125144958e-01" nType="0">
5256 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6111570596694946e-01" nType="1"/>
5257 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6694559454917908e-01" nType="-1"/>
5258 </Node>
5259 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7947145700454712e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1020878851413727e-01" nType="-1"/>
5260 </Node>
5261 </Node>
5262 </BinaryTree>
5263 <BinaryTree type="DecisionTree" boostWeight="4.3217584214752325e-01" itree="367">
5264 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.7985554039478302e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8334714174270630e-01" nType="0">
5265 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3044184446334839e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9934908151626587e-01" nType="0">
5266 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8915253877639771e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5046888589859009e-01" nType="1"/>
5267 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.8971763551235199e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3975701928138733e-01" nType="0">
5268 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9018753767013550e-01" nType="1"/>
5269 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2290905416011810e-01" nType="-1"/>
5270 </Node>
5271 </Node>
5272 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5273 </Node>
5274 </BinaryTree>
5275 <BinaryTree type="DecisionTree" boostWeight="4.4581531027397892e-01" itree="368">
5276 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8571056127548218e-01" nType="0">
5277 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.0446054637432098e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8692497014999390e-01" nType="0">
5278 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="7.0003862492740154e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3548233509063721e-01" nType="0">
5279 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8178491592407227e-01" nType="1"/>
5280 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3022695183753967e-01" nType="-1"/>
5281 </Node>
5282 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5422876477241516e-01" nType="-1"/>
5283 </Node>
5284 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.7210798263549805e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0278899669647217e-01" nType="0">
5285 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.8302991390228271e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3121438026428223e-01" nType="0">
5286 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6409556865692139e-01" nType="1"/>
5287 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6798929870128632e-01" nType="-1"/>
5288 </Node>
5289 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="7.9036958515644073e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4660378098487854e-01" nType="0">
5290 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0103503465652466e-01" nType="1"/>
5291 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7459078133106232e-01" nType="-1"/>
5292 </Node>
5293 </Node>
5294 </Node>
5295 </BinaryTree>
5296 <BinaryTree type="DecisionTree" boostWeight="3.8417561589935956e-01" itree="369">
5297 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.5385499000549316e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2503419518470764e-01" nType="0">
5298 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7957551479339600e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6263017654418945e-01" nType="0">
5299 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.6803331375122070e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6332525014877319e-01" nType="0">
5300 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1522506475448608e-01" nType="1"/>
5301 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7443830966949463e-01" nType="-1"/>
5302 </Node>
5303 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9558693766593933e-01" nType="-1"/>
5304 </Node>
5305 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7588601112365723e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2592615485191345e-01" nType="0">
5306 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.2450952529907227e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0137872099876404e-01" nType="0">
5307 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9115493297576904e-01" nType="1"/>
5308 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5495021939277649e-01" nType="-1"/>
5309 </Node>
5310 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5311 </Node>
5312 </Node>
5313 </BinaryTree>
5314 <BinaryTree type="DecisionTree" boostWeight="5.5839550984310971e-01" itree="370">
5315 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0350346565246582e-01" nType="0">
5316 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="6.6052274778485298e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7048860788345337e-01" nType="1"/>
5317 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.5659437179565430e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2330398559570312e-01" nType="0">
5318 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.3552135229110718e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8938193321228027e-01" nType="0">
5319 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5091302394866943e-01" nType="1"/>
5320 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1479578614234924e-01" nType="-1"/>
5321 </Node>
5322 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.2382118225097656e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0938865393400192e-02" nType="-1"/>
5323 </Node>
5324 </Node>
5325 </BinaryTree>
5326 <BinaryTree type="DecisionTree" boostWeight="4.5145776047663200e-01" itree="371">
5327 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2932653427124023e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9588319659233093e-01" nType="0">
5328 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5329 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5000785589218140e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4373363256454468e-01" nType="0">
5330 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.5514259338378906e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3217157125473022e-01" nType="0">
5331 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0064169168472290e-01" nType="1"/>
5332 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5333 </Node>
5334 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.6714563369750977e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4383705258369446e-01" nType="-1"/>
5335 </Node>
5336 </Node>
5337 </BinaryTree>
5338 <BinaryTree type="DecisionTree" boostWeight="2.5053787368223762e-01" itree="372">
5339 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2948120832443237e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1361290216445923e-01" nType="0">
5340 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3904817104339600e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2930715084075928e-01" nType="0">
5341 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3052253723144531e-01" nType="1"/>
5342 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.9807834625244141e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2277117967605591e-01" nType="0">
5343 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4317589998245239e-01" nType="1"/>
5344 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4319451451301575e-01" nType="-1"/>
5345 </Node>
5346 </Node>
5347 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.5214773416519165e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9293316006660461e-01" nType="0">
5348 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.8358857631683350e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7257995605468750e-01" nType="0">
5349 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0894808769226074e-01" nType="1"/>
5350 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9661559462547302e-01" nType="-1"/>
5351 </Node>
5352 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7901631593704224e-01" nType="-1"/>
5353 </Node>
5354 </Node>
5355 </BinaryTree>
5356 <BinaryTree type="DecisionTree" boostWeight="4.4496212619852238e-01" itree="373">
5357 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.5226195335388184e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1477354764938354e-01" nType="0">
5358 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.8887641429901123e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4765260219573975e-01" nType="0">
5359 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="5.8192524909973145e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2805982828140259e-01" nType="1"/>
5360 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.8611633777618408e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7199925780296326e-01" nType="0">
5361 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5506267547607422e-01" nType="1"/>
5362 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0550718307495117e-01" nType="-1"/>
5363 </Node>
5364 </Node>
5365 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0460223555564880e-02" nType="-1"/>
5366 </Node>
5367 </BinaryTree>
5368 <BinaryTree type="DecisionTree" boostWeight="3.8924537424180711e-01" itree="374">
5369 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.7954378128051758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0824263095855713e-01" nType="0">
5370 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.7183632850646973e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4200842380523682e-01" nType="0">
5371 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0267204046249390e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8066322803497314e-01" nType="0">
5372 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0269101858139038e-01" nType="1"/>
5373 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3180391192436218e-01" nType="-1"/>
5374 </Node>
5375 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="5.9875886887311935e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4434511661529541e-01" nType="0">
5376 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4402631521224976e-01" nType="1"/>
5377 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1679567098617554e-01" nType="-1"/>
5378 </Node>
5379 </Node>
5380 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.2476764917373657e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3666450977325439e-01" nType="-1"/>
5381 </Node>
5382 </BinaryTree>
5383 <BinaryTree type="DecisionTree" boostWeight="3.5770674613190717e-01" itree="375">
5384 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.0432327985763550e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3547257184982300e-01" nType="0">
5385 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.2434362173080444e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7719736099243164e-01" nType="0">
5386 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5387 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.7122916877269745e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3046513199806213e-01" nType="0">
5388 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2345359325408936e-01" nType="1"/>
5389 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1428012251853943e-01" nType="-1"/>
5390 </Node>
5391 </Node>
5392 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.1771956682205200e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8469060659408569e-01" nType="0">
5393 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.5000916719436646e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2295361757278442e-01" nType="1"/>
5394 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.8482494354248047e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9642909169197083e-01" nType="-1"/>
5395 </Node>
5396 </Node>
5397 </BinaryTree>
5398 <BinaryTree type="DecisionTree" boostWeight="3.9878711773820108e-01" itree="376">
5399 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2037211656570435e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8681318759918213e-01" nType="0">
5400 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7776215076446533e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5952966213226318e-01" nType="0">
5401 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0541577339172363e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7876529693603516e-01" nType="1"/>
5402 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0801423788070679e-01" nType="-1"/>
5403 </Node>
5404 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8905917406082153e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1245714426040649e-01" nType="0">
5405 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.3915631771087646e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1352087259292603e-01" nType="0">
5406 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2989348173141479e-01" nType="1"/>
5407 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5408 </Node>
5409 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.7291556000709534e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7987469732761383e-02" nType="-1"/>
5410 </Node>
5411 </Node>
5412 </BinaryTree>
5413 <BinaryTree type="DecisionTree" boostWeight="4.5206289769600255e-01" itree="377">
5414 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.1943399906158447e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6197047233581543e-01" nType="0">
5415 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8675523996353149e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7550545930862427e-01" nType="1"/>
5416 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.5276710987091064e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2917401194572449e-01" nType="0">
5417 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.8571668267250061e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4533380270004272e-01" nType="0">
5418 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3860224485397339e-01" nType="1"/>
5419 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1904933452606201e-01" nType="-1"/>
5420 </Node>
5421 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1033559590578079e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2579608857631683e-01" nType="-1"/>
5422 </Node>
5423 </Node>
5424 </BinaryTree>
5425 <BinaryTree type="DecisionTree" boostWeight="3.8610112562003462e-01" itree="378">
5426 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6775391101837158e-01" nType="0">
5427 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.6278924942016602e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9142937660217285e-01" nType="0">
5428 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7169079780578613e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1246709823608398e-01" nType="1"/>
5429 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.9095702171325684e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7627338171005249e-01" nType="0">
5430 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5287139415740967e-01" nType="1"/>
5431 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5991960167884827e-01" nType="-1"/>
5432 </Node>
5433 </Node>
5434 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.2979639768600464e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1778162121772766e-01" nType="0">
5435 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.5975384116172791e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0978206396102905e-01" nType="1"/>
5436 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.8788553476333618e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6644166707992554e-01" nType="-1"/>
5437 </Node>
5438 </Node>
5439 </BinaryTree>
5440 <BinaryTree type="DecisionTree" boostWeight="3.2609519660609609e-01" itree="379">
5441 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.5200071334838867e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2122378349304199e-01" nType="0">
5442 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.7405226230621338e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6257402896881104e-01" nType="0">
5443 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.4735394865274429e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9089826345443726e-01" nType="1"/>
5444 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="4.4260415434837341e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5583325624465942e-01" nType="0">
5445 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0756239891052246e-01" nType="1"/>
5446 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4267641305923462e-01" nType="-1"/>
5447 </Node>
5448 </Node>
5449 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3159186840057373e-02" nType="-1"/>
5450 </Node>
5451 </BinaryTree>
5452 <BinaryTree type="DecisionTree" boostWeight="3.2813505438734858e-01" itree="380">
5453 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6640944480895996e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4113457202911377e-01" nType="0">
5454 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.9026196002960205e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7816100716590881e-01" nType="0">
5455 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.5408655405044556e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7494473457336426e-01" nType="1"/>
5456 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.1840562820434570e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9891368150711060e-01" nType="0">
5457 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8393236398696899e-01" nType="1"/>
5458 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2769641280174255e-01" nType="-1"/>
5459 </Node>
5460 </Node>
5461 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5462 </Node>
5463 </BinaryTree>
5464 <BinaryTree type="DecisionTree" boostWeight="4.4740636598504524e-01" itree="381">
5465 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7508169412612915e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5409339666366577e-01" nType="0">
5466 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="9.3075102195143700e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2996393442153931e-01" nType="0">
5467 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.9679229259490967e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3760732412338257e-01" nType="1"/>
5468 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.7930742353200912e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2406018972396851e-01" nType="0">
5469 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6751402616500854e-01" nType="1"/>
5470 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6191677451133728e-01" nType="-1"/>
5471 </Node>
5472 </Node>
5473 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8905917406082153e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4850016236305237e-01" nType="0">
5474 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.0783089399337769e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1499360799789429e-01" nType="0">
5475 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8943794965744019e-01" nType="1"/>
5476 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3197408318519592e-01" nType="-1"/>
5477 </Node>
5478 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.6085228919982910e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0102473944425583e-02" nType="-1"/>
5479 </Node>
5480 </Node>
5481 </BinaryTree>
5482 <BinaryTree type="DecisionTree" boostWeight="3.2112881886536881e-01" itree="382">
5483 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8476175069808960e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4525417089462280e-01" nType="0">
5484 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.3777048587799072e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7926691770553589e-01" nType="1"/>
5485 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.4839235544204712e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0588423013687134e-01" nType="0">
5486 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.8630110621452332e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4911729097366333e-01" nType="0">
5487 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8586373329162598e-01" nType="1"/>
5488 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5380301475524902e-01" nType="-1"/>
5489 </Node>
5490 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.2594022750854492e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3140035867691040e-01" nType="0">
5491 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2180862426757812e-01" nType="1"/>
5492 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7011820673942566e-01" nType="-1"/>
5493 </Node>
5494 </Node>
5495 </Node>
5496 </BinaryTree>
5497 <BinaryTree type="DecisionTree" boostWeight="3.8653712005829149e-01" itree="383">
5498 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164066553115845e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7524952888488770e-01" nType="0">
5499 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.5806875228881836e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5669093132019043e-01" nType="0">
5500 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.6438331604003906e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4492648839950562e-01" nType="1"/>
5501 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.4151408195495605e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2343110442161560e-01" nType="-1"/>
5502 </Node>
5503 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.1967095136642456e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6531460285186768e-01" nType="0">
5504 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.4218072891235352e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5336017012596130e-01" nType="0">
5505 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3948857784271240e-01" nType="1"/>
5506 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0748435854911804e-01" nType="-1"/>
5507 </Node>
5508 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1403133720159531e-01" nType="-1"/>
5509 </Node>
5510 </Node>
5511 </BinaryTree>
5512 <BinaryTree type="DecisionTree" boostWeight="1.6793204286664781e-01" itree="384">
5513 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3300063133239746e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5577037334442139e-01" nType="0">
5514 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.5690222382545471e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7691127657890320e-01" nType="0">
5515 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.0409777164459229e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9184325337409973e-01" nType="0">
5516 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2285588979721069e-01" nType="1"/>
5517 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6867808699607849e-01" nType="-1"/>
5518 </Node>
5519 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5520 </Node>
5521 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2939741164445877e-02" nType="-1"/>
5522 </Node>
5523 </BinaryTree>
5524 <BinaryTree type="DecisionTree" boostWeight="4.2147902737722892e-01" itree="385">
5525 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1792746782302856e-01" nType="0">
5526 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.4042497873306274e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0032078027725220e-01" nType="0">
5527 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7104537487030029e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1857228279113770e-01" nType="1"/>
5528 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.7436224222183228e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4343783855438232e-01" nType="0">
5529 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7341834306716919e-01" nType="1"/>
5530 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9861336946487427e-01" nType="-1"/>
5531 </Node>
5532 </Node>
5533 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.7518870234489441e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5547915101051331e-01" nType="-1"/>
5534 </Node>
5535 </BinaryTree>
5536 <BinaryTree type="DecisionTree" boostWeight="4.0751540438331696e-01" itree="386">
5537 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2068533897399902e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2848294973373413e-01" nType="0">
5538 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.7251904010772705e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9264022111892700e-01" nType="0">
5539 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9459571838378906e-01" nType="1"/>
5540 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.4703206121921539e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7039155960083008e-01" nType="-1"/>
5541 </Node>
5542 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.3904817104339600e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8140001893043518e-01" nType="0">
5543 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8263126611709595e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3304446339607239e-01" nType="0">
5544 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9098973274230957e-01" nType="1"/>
5545 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7258458137512207e-01" nType="-1"/>
5546 </Node>
5547 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.7436224222183228e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0936864018440247e-01" nType="-1"/>
5548 </Node>
5549 </Node>
5550 </BinaryTree>
5551 <BinaryTree type="DecisionTree" boostWeight="5.9874736373547233e-01" itree="387">
5552 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164221525192261e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8625553250312805e-01" nType="0">
5553 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4933685064315796e-01" nType="0">
5554 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.8169069290161133e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8968564271926880e-01" nType="0">
5555 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7809699773788452e-01" nType="1"/>
5556 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0444958209991455e-01" nType="-1"/>
5557 </Node>
5558 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.9327051639556885e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4025754630565643e-01" nType="0">
5559 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1852983236312866e-01" nType="1"/>
5560 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5561 </Node>
5562 </Node>
5563 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0340238809585571e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8681141138076782e-01" nType="0">
5564 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5565 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.3798617124557495e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4593825638294220e-01" nType="-1"/>
5566 </Node>
5567 </Node>
5568 </BinaryTree>
5569 <BinaryTree type="DecisionTree" boostWeight="3.9115510381848462e-01" itree="388">
5570 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3322921752929688e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7629788517951965e-01" nType="0">
5571 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.5373997688293457e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0480991601943970e-01" nType="0">
5572 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.7239602804183960e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2879049777984619e-01" nType="0">
5573 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3598253726959229e-01" nType="1"/>
5574 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7325178980827332e-01" nType="-1"/>
5575 </Node>
5576 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4021683931350708e-01" nType="0">
5577 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9690171480178833e-01" nType="1"/>
5578 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9443905353546143e-01" nType="-1"/>
5579 </Node>
5580 </Node>
5581 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6831687688827515e-02" nType="-1"/>
5582 </Node>
5583 </BinaryTree>
5584 <BinaryTree type="DecisionTree" boostWeight="4.5694661708506207e-01" itree="389">
5585 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2019681930541992e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4019454717636108e-01" nType="0">
5586 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.5960424914956093e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9756538867950439e-01" nType="0">
5587 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1731857061386108e-01" nType="1"/>
5588 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.0064502246677876e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9998722076416016e-01" nType="0">
5589 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7586684226989746e-01" nType="1"/>
5590 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3861531913280487e-01" nType="-1"/>
5591 </Node>
5592 </Node>
5593 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.5455790162086487e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6500320434570312e-01" nType="0">
5594 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="4.6547889709472656e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1994335651397705e-01" nType="0">
5595 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9162684679031372e-01" nType="1"/>
5596 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1096443980932236e-01" nType="-1"/>
5597 </Node>
5598 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1110381782054901e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4961785078048706e-01" nType="-1"/>
5599 </Node>
5600 </Node>
5601 </BinaryTree>
5602 <BinaryTree type="DecisionTree" boostWeight="5.0630273446820451e-01" itree="390">
5603 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.7106313705444336e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0900623798370361e-01" nType="0">
5604 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3203295707702637e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5412813425064087e-01" nType="0">
5605 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.4928836822509766e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8538674116134644e-01" nType="1"/>
5606 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3748122453689575e-03" nType="-1"/>
5607 </Node>
5608 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.1660254001617432e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6505380272865295e-01" nType="0">
5609 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.2196483612060547e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4760146737098694e-01" nType="0">
5610 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1294498443603516e-01" nType="1"/>
5611 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4109947085380554e-01" nType="-1"/>
5612 </Node>
5613 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.8373827934265137e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8888930976390839e-01" nType="-1"/>
5614 </Node>
5615 </Node>
5616 </BinaryTree>
5617 <BinaryTree type="DecisionTree" boostWeight="4.7298272250189366e-01" itree="391">
5618 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9321069717407227e-01" nType="0">
5619 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.6489343643188477e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7422384023666382e-01" nType="0">
5620 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.5313394144177437e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5766426324844360e-01" nType="1"/>
5621 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8959064483642578e-01" nType="-1"/>
5622 </Node>
5623 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7581896781921387e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4424783885478973e-01" nType="0">
5624 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9334356784820557e-01" nType="1"/>
5625 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1265280246734619e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0963600873947144e-01" nType="-1"/>
5626 </Node>
5627 </Node>
5628 </BinaryTree>
5629 <BinaryTree type="DecisionTree" boostWeight="4.4286562078777703e-01" itree="392">
5630 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1220070123672485e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0829460620880127e-01" nType="0">
5631 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3914729356765747e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8070203065872192e-01" nType="0">
5632 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7104537487030029e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7963286638259888e-01" nType="1"/>
5633 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.0352083481848240e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1332908868789673e-01" nType="0">
5634 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8860429525375366e-01" nType="1"/>
5635 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6237362027168274e-01" nType="-1"/>
5636 </Node>
5637 </Node>
5638 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.7782502174377441e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0015318393707275e-01" nType="0">
5639 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9772385358810425e-01" nType="1"/>
5640 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.8067173659801483e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3930065631866455e-01" nType="0">
5641 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9352433681488037e-01" nType="1"/>
5642 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4561866521835327e-01" nType="-1"/>
5643 </Node>
5644 </Node>
5645 </Node>
5646 </BinaryTree>
5647 <BinaryTree type="DecisionTree" boostWeight="4.6984386468152478e-01" itree="393">
5648 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.5192712783813477e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7377887368202209e-01" nType="0">
5649 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2965176105499268e-01" nType="0">
5650 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.1606266498565674e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2392001152038574e-01" nType="0">
5651 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5652 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2076951861381531e-01" nType="-1"/>
5653 </Node>
5654 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.7818385362625122e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8025804758071899e-01" nType="0">
5655 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1856919527053833e-01" nType="1"/>
5656 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0839821696281433e-01" nType="-1"/>
5657 </Node>
5658 </Node>
5659 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1991762369871140e-02" nType="-1"/>
5660 </Node>
5661 </BinaryTree>
5662 <BinaryTree type="DecisionTree" boostWeight="3.6253204177926673e-01" itree="394">
5663 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7264738082885742e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8542696237564087e-01" nType="0">
5664 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.1677136421203613e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9620215892791748e-01" nType="0">
5665 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7757863998413086e-01" nType="1"/>
5666 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.2695793151855469e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3948593139648438e-01" nType="0">
5667 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7049893140792847e-01" nType="1"/>
5668 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5085085034370422e-01" nType="-1"/>
5669 </Node>
5670 </Node>
5671 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.7496550083160400e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4626846909523010e-01" nType="0">
5672 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.2796303629875183e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2378251552581787e-01" nType="0">
5673 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9904631376266479e-01" nType="1"/>
5674 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0303648114204407e-01" nType="-1"/>
5675 </Node>
5676 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.6549122333526611e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7076404690742493e-01" nType="-1"/>
5677 </Node>
5678 </Node>
5679 </BinaryTree>
5680 <BinaryTree type="DecisionTree" boostWeight="3.6942419988432085e-01" itree="395">
5681 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6491688489913940e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2933603525161743e-01" nType="0">
5682 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8864015340805054e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8504343032836914e-01" nType="0">
5683 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.4381465911865234e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0430862903594971e-01" nType="0">
5684 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4691894054412842e-01" nType="1"/>
5685 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3710187077522278e-01" nType="-1"/>
5686 </Node>
5687 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.1710879802703857e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1265525817871094e-01" nType="0">
5688 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6671035289764404e-01" nType="1"/>
5689 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0130136013031006e-01" nType="-1"/>
5690 </Node>
5691 </Node>
5692 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.5430389642715454e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5790070593357086e-01" nType="-1"/>
5693 </Node>
5694 </BinaryTree>
5695 <BinaryTree type="DecisionTree" boostWeight="3.1719296356681276e-01" itree="396">
5696 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0134766101837158e-01" nType="0">
5697 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.9581859111785889e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6574733257293701e-01" nType="0">
5698 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.9303374513983727e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5126307010650635e-01" nType="1"/>
5699 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="5.1897734403610229e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2711074352264404e-01" nType="0">
5700 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5701 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4075420498847961e-01" nType="-1"/>
5702 </Node>
5703 </Node>
5704 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.5147016048431396e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2934355139732361e-01" nType="0">
5705 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7008207440376282e-01" nType="-1"/>
5706 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.7588601112365723e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2675126194953918e-01" nType="0">
5707 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1775017976760864e-01" nType="1"/>
5708 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1932691335678101e-01" nType="-1"/>
5709 </Node>
5710 </Node>
5711 </Node>
5712 </BinaryTree>
5713 <BinaryTree type="DecisionTree" boostWeight="4.7182583099897107e-01" itree="397">
5714 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7503956556320190e-01" nType="0">
5715 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.9026196002960205e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5280634164810181e-01" nType="0">
5716 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0082085132598877e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1149373054504395e-01" nType="0">
5717 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5690406560897827e-01" nType="1"/>
5718 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7296786904335022e-01" nType="-1"/>
5719 </Node>
5720 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="5.3360829353332520e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6712085008621216e-01" nType="0">
5721 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4681568145751953e-01" nType="1"/>
5722 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3699854612350464e-01" nType="-1"/>
5723 </Node>
5724 </Node>
5725 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8990921974182129e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9722937047481537e-01" nType="0">
5726 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6177158355712891e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8786208629608154e-01" nType="0">
5727 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2114021778106689e-01" nType="1"/>
5728 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2742430865764618e-01" nType="-1"/>
5729 </Node>
5730 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5731 </Node>
5732 </Node>
5733 </BinaryTree>
5734 <BinaryTree type="DecisionTree" boostWeight="2.7958747560486319e-01" itree="398">
5735 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164197683334351e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7532900571823120e-01" nType="0">
5736 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.0420901775360107e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3003098964691162e-01" nType="0">
5737 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.9520482048392296e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4791381359100342e-01" nType="1"/>
5738 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8222349286079407e-01" nType="-1"/>
5739 </Node>
5740 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.2439521551132202e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0221186876296997e-01" nType="0">
5741 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1743923425674438e-01" nType="1"/>
5742 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.2057554721832275e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2234069108963013e-01" nType="0">
5743 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0052613019943237e-01" nType="1"/>
5744 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9799363613128662e-02" nType="-1"/>
5745 </Node>
5746 </Node>
5747 </Node>
5748 </BinaryTree>
5749 <BinaryTree type="DecisionTree" boostWeight="4.1417633881431665e-01" itree="399">
5750 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8070878982543945e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5462213754653931e-01" nType="0">
5751 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.9735860824584961e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8831297159194946e-01" nType="0">
5752 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.3313715934753418e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5462975502014160e-01" nType="1"/>
5753 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.7234859466552734e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2760516405105591e-01" nType="0">
5754 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2158678770065308e-01" nType="1"/>
5755 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7770652174949646e-01" nType="-1"/>
5756 </Node>
5757 </Node>
5758 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.6305375099182129e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1187499761581421e-01" nType="0">
5759 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.7121204137802124e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2706699371337891e-01" nType="1"/>
5760 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.7967693805694580e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3284755945205688e-01" nType="-1"/>
5761 </Node>
5762 </Node>
5763 </BinaryTree>
5764 <BinaryTree type="DecisionTree" boostWeight="4.0410886957053371e-01" itree="400">
5765 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.0372513532638550e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6426016092300415e-01" nType="0">
5766 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.4789210557937622e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6405603885650635e-01" nType="0">
5767 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.5841968059539795e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6145287752151489e-01" nType="1"/>
5768 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3688589334487915e-01" nType="-1"/>
5769 </Node>
5770 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.8553168773651123e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0712843537330627e-01" nType="-1"/>
5771 </Node>
5772 </BinaryTree>
5773 <BinaryTree type="DecisionTree" boostWeight="2.9671928374622969e-01" itree="401">
5774 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6371432542800903e-01" nType="0">
5775 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5776 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.0921505689620972e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3062885999679565e-01" nType="0">
5777 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.9042509794235229e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9634786844253540e-01" nType="1"/>
5778 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.8549146652221680e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1429445743560791e-01" nType="-1"/>
5779 </Node>
5780 </Node>
5781 </BinaryTree>
5782 <BinaryTree type="DecisionTree" boostWeight="3.4606567761743828e-01" itree="402">
5783 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6656477451324463e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5141851902008057e-01" nType="0">
5784 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.8507318496704102e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8355567455291748e-01" nType="0">
5785 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.2310125827789307e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6294407844543457e-01" nType="0">
5786 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6770651340484619e-01" nType="1"/>
5787 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9120555520057678e-01" nType="-1"/>
5788 </Node>
5789 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.8704687952995300e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1314476728439331e-01" nType="0">
5790 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0825881958007812e-01" nType="1"/>
5791 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7132350802421570e-01" nType="-1"/>
5792 </Node>
5793 </Node>
5794 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5795 </Node>
5796 </BinaryTree>
5797 <BinaryTree type="DecisionTree" boostWeight="3.8097193212009073e-01" itree="403">
5798 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5697370767593384e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2995270490646362e-01" nType="0">
5799 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.6211286485195160e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4374706745147705e-01" nType="0">
5800 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.5535192489624023e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9817245006561279e-01" nType="0">
5801 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3375469446182251e-01" nType="1"/>
5802 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4409167766571045e-01" nType="-1"/>
5803 </Node>
5804 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="5.3183548152446747e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5190447568893433e-01" nType="0">
5805 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7085216045379639e-01" nType="1"/>
5806 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0662690550088882e-01" nType="-1"/>
5807 </Node>
5808 </Node>
5809 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2962973117828369e-01" nType="-1"/>
5810 </Node>
5811 </BinaryTree>
5812 <BinaryTree type="DecisionTree" boostWeight="3.8540310472561040e-01" itree="404">
5813 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8486363887786865e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5519927144050598e-01" nType="0">
5814 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.5057285308837891e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1223324537277222e-01" nType="0">
5815 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.0294132232666016e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3845648765563965e-01" nType="1"/>
5816 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8314273357391357e-01" nType="-1"/>
5817 </Node>
5818 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.7090382575988770e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3168259263038635e-01" nType="-1"/>
5819 </Node>
5820 </BinaryTree>
5821 <BinaryTree type="DecisionTree" boostWeight="3.2926656978264246e-01" itree="405">
5822 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2008590698242188e-01" nType="0">
5823 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1489975452423096e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4882425069808960e-01" nType="0">
5824 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5825 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.2282706499099731e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1030105352401733e-01" nType="0">
5826 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6133800745010376e-01" nType="1"/>
5827 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8822996616363525e-01" nType="-1"/>
5828 </Node>
5829 </Node>
5830 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="5.0778126716613770e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9189294576644897e-01" nType="-1"/>
5831 </Node>
5832 </BinaryTree>
5833 <BinaryTree type="DecisionTree" boostWeight="3.1208850137723260e-01" itree="406">
5834 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0672146081924438e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9017745256423950e-01" nType="0">
5835 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.6121250391006470e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2049249410629272e-01" nType="0">
5836 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.0953846387565136e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3266479969024658e-01" nType="0">
5837 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1634823083877563e-01" nType="1"/>
5838 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9187126755714417e-01" nType="-1"/>
5839 </Node>
5840 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.7588601112365723e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7338465452194214e-01" nType="-1"/>
5841 </Node>
5842 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="7.4794176034629345e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5269114971160889e-01" nType="0">
5843 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7851570844650269e-01" nType="1"/>
5844 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3226775825023651e-01" nType="-1"/>
5845 </Node>
5846 </Node>
5847 </BinaryTree>
5848 <BinaryTree type="DecisionTree" boostWeight="4.5213676884322040e-01" itree="407">
5849 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9496817588806152e-01" nType="0">
5850 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.7332608699798584e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4030166864395142e-01" nType="1"/>
5851 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.6624021530151367e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5181277990341187e-01" nType="0">
5852 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.3217210769653320e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2296129465103149e-01" nType="0">
5853 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0310035943984985e-01" nType="1"/>
5854 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4980469942092896e-01" nType="-1"/>
5855 </Node>
5856 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.0557620048522949e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4804475307464600e-02" nType="-1"/>
5857 </Node>
5858 </Node>
5859 </BinaryTree>
5860 <BinaryTree type="DecisionTree" boostWeight="2.7387999588326900e-01" itree="408">
5861 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2819648981094360e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7445424795150757e-01" nType="0">
5862 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="6.4672981388866901e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2226014137268066e-01" nType="1"/>
5863 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5200071334838867e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4800349473953247e-01" nType="0">
5864 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.3099411725997925e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7408243417739868e-01" nType="0">
5865 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1019825935363770e-01" nType="1"/>
5866 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2223891615867615e-01" nType="-1"/>
5867 </Node>
5868 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9376810789108276e-01" nType="-1"/>
5869 </Node>
5870 </Node>
5871 </BinaryTree>
5872 <BinaryTree type="DecisionTree" boostWeight="2.7388306918133704e-01" itree="409">
5873 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="6.6624021530151367e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9480864405632019e-01" nType="0">
5874 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0670465230941772e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3292518854141235e-01" nType="0">
5875 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.0623468756675720e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7845455408096313e-01" nType="1"/>
5876 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.6844893693923950e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2081196904182434e-01" nType="-1"/>
5877 </Node>
5878 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.2053070068359375e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1454235762357712e-01" nType="-1"/>
5879 </Node>
5880 </BinaryTree>
5881 <BinaryTree type="DecisionTree" boostWeight="2.1639169478862114e-01" itree="410">
5882 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0878572463989258e-01" nType="0">
5883 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5884 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.7730259895324707e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6243432164192200e-01" nType="0">
5885 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3440403938293457e-01" nType="1"/>
5886 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.8070878982543945e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0042981505393982e-01" nType="-1"/>
5887 </Node>
5888 </Node>
5889 </BinaryTree>
5890 <BinaryTree type="DecisionTree" boostWeight="3.9641404462439522e-01" itree="411">
5891 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2998566627502441e-01" nType="0">
5892 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5893 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.9296858310699463e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7340372204780579e-01" nType="0">
5894 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8905930519104004e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3854831457138062e-01" nType="0">
5895 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0181789398193359e-01" nType="1"/>
5896 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4423913955688477e-01" nType="-1"/>
5897 </Node>
5898 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7259334325790405e-01" nType="-1"/>
5899 </Node>
5900 </Node>
5901 </BinaryTree>
5902 <BinaryTree type="DecisionTree" boostWeight="4.7533178624098421e-01" itree="412">
5903 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.8990921974182129e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2211833000183105e-01" nType="0">
5904 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.1998062133789062e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3181614875793457e-01" nType="0">
5905 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.5364476203918457e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6749833822250366e-01" nType="1"/>
5906 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.5180084705352783e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6548750400543213e-01" nType="0">
5907 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6440087556838989e-01" nType="1"/>
5908 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5948056578636169e-01" nType="-1"/>
5909 </Node>
5910 </Node>
5911 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.7016378641128540e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8304188847541809e-01" nType="0">
5912 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.4163178205490112e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4611376523971558e-01" nType="0">
5913 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0075422525405884e-01" nType="1"/>
5914 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1845924258232117e-01" nType="-1"/>
5915 </Node>
5916 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.9547485113143921e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8715929985046387e-01" nType="-1"/>
5917 </Node>
5918 </Node>
5919 </BinaryTree>
5920 <BinaryTree type="DecisionTree" boostWeight="1.4348279938723357e-01" itree="413">
5921 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0823799371719360e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4990226030349731e-01" nType="0">
5922 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
5923 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.5935572385787964e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3689157962799072e-01" nType="0">
5924 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.7738719582557678e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4979574680328369e-01" nType="1"/>
5925 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1515218913555145e-01" nType="-1"/>
5926 </Node>
5927 </Node>
5928 </BinaryTree>
5929 <BinaryTree type="DecisionTree" boostWeight="4.3240510214290967e-01" itree="414">
5930 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5541747808456421e-01" nType="0">
5931 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.6039063930511475e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9649974107742310e-01" nType="0">
5932 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5408270359039307e-01" nType="1"/>
5933 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2548512779176235e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3094432353973389e-01" nType="0">
5934 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1818835735321045e-01" nType="1"/>
5935 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2398539781570435e-01" nType="-1"/>
5936 </Node>
5937 </Node>
5938 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.7949129939079285e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4336715936660767e-01" nType="0">
5939 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.2469907402992249e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6442767381668091e-01" nType="0">
5940 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7519339323043823e-01" nType="1"/>
5941 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2144557833671570e-01" nType="-1"/>
5942 </Node>
5943 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5185610949993134e-01" nType="-1"/>
5944 </Node>
5945 </Node>
5946 </BinaryTree>
5947 <BinaryTree type="DecisionTree" boostWeight="3.0946744727939857e-01" itree="415">
5948 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3300064086914062e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8476934432983398e-01" nType="0">
5949 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.1868400573730469e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2160382270812988e-01" nType="0">
5950 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0353277206420898e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7610206604003906e-01" nType="1"/>
5951 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.2807273864746094e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9488320946693420e-01" nType="0">
5952 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6093519926071167e-01" nType="1"/>
5953 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1482784152030945e-01" nType="-1"/>
5954 </Node>
5955 </Node>
5956 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9971105307340622e-02" nType="-1"/>
5957 </Node>
5958 </BinaryTree>
5959 <BinaryTree type="DecisionTree" boostWeight="3.0001477618699618e-01" itree="416">
5960 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6491688489913940e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4550463557243347e-01" nType="0">
5961 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.8461308479309082e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7242721915245056e-01" nType="0">
5962 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.2191417217254639e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4849352836608887e-01" nType="1"/>
5963 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.9724602699279785e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1122978925704956e-01" nType="0">
5964 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6786631345748901e-01" nType="1"/>
5965 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9226284623146057e-01" nType="-1"/>
5966 </Node>
5967 </Node>
5968 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
5969 </Node>
5970 </BinaryTree>
5971 <BinaryTree type="DecisionTree" boostWeight="5.2608624355202316e-01" itree="417">
5972 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7588601112365723e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6226359009742737e-01" nType="0">
5973 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.9381504058837891e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3945618867874146e-01" nType="0">
5974 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4951750040054321e-01" nType="1"/>
5975 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.5639274597167969e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4665777683258057e-01" nType="0">
5976 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3694918155670166e-01" nType="1"/>
5977 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0551764369010925e-01" nType="-1"/>
5978 </Node>
5979 </Node>
5980 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.2657345235347748e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2117092609405518e-01" nType="0">
5981 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.1828851699829102e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6479573249816895e-01" nType="0">
5982 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3259721994400024e-01" nType="1"/>
5983 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5452816486358643e-01" nType="-1"/>
5984 </Node>
5985 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.3140041828155518e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8370213508605957e-01" nType="0">
5986 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3734855651855469e-01" nType="1"/>
5987 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5996848940849304e-01" nType="-1"/>
5988 </Node>
5989 </Node>
5990 </Node>
5991 </BinaryTree>
5992 <BinaryTree type="DecisionTree" boostWeight="4.2372392914825252e-01" itree="418">
5993 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9000133275985718e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0208258628845215e-01" nType="0">
5994 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.3915727138519287e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0474610328674316e-01" nType="0">
5995 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9214251041412354e-01" nType="1"/>
5996 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.4172288179397583e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0045371055603027e-01" nType="0">
5997 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8972367048263550e-01" nType="1"/>
5998 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4011655449867249e-01" nType="-1"/>
5999 </Node>
6000 </Node>
6001 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7651095390319824e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2088255286216736e-01" nType="0">
6002 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.2206029891967773e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2252280712127686e-01" nType="0">
6003 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9148310422897339e-01" nType="1"/>
6004 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6507523059844971e-01" nType="-1"/>
6005 </Node>
6006 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8656927347183228e-01" nType="-1"/>
6007 </Node>
6008 </Node>
6009 </BinaryTree>
6010 <BinaryTree type="DecisionTree" boostWeight="5.0907927527319019e-01" itree="419">
6011 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3324799537658691e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0892713069915771e-01" nType="0">
6012 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.2912750244140625e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2888896465301514e-01" nType="0">
6013 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.1966834962368011e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6330012083053589e-01" nType="1"/>
6014 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.2283382415771484e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7225388288497925e-01" nType="0">
6015 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9344562292098999e-01" nType="1"/>
6016 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2470921277999878e-01" nType="-1"/>
6017 </Node>
6018 </Node>
6019 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3235931098461151e-01" nType="-1"/>
6020 </Node>
6021 </BinaryTree>
6022 <BinaryTree type="DecisionTree" boostWeight="3.4375488992954156e-01" itree="420">
6023 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0545152425765991e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4356518983840942e-01" nType="0">
6024 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
6025 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.0417575836181641e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2820751667022705e-01" nType="0">
6026 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.8553180694580078e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8469024896621704e-01" nType="0">
6027 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5513489246368408e-01" nType="1"/>
6028 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6208626627922058e-01" nType="-1"/>
6029 </Node>
6030 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.8295491933822632e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4203373491764069e-01" nType="0">
6031 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
6032 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2707059085369110e-01" nType="-1"/>
6033 </Node>
6034 </Node>
6035 </Node>
6036 </BinaryTree>
6037 <BinaryTree type="DecisionTree" boostWeight="3.0633708273198201e-01" itree="421">
6038 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6656477451324463e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9719682931900024e-01" nType="0">
6039 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.9934180974960327e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1247624158859253e-01" nType="0">
6040 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="4.1366428136825562e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4652760028839111e-01" nType="0">
6041 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7680654525756836e-01" nType="1"/>
6042 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6767858266830444e-01" nType="-1"/>
6043 </Node>
6044 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5012502074241638e-01" nType="-1"/>
6045 </Node>
6046 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.4535566568374634e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8861119449138641e-02" nType="-1"/>
6047 </Node>
6048 </BinaryTree>
6049 <BinaryTree type="DecisionTree" boostWeight="4.3671123586460325e-01" itree="422">
6050 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8070890903472900e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9333418011665344e-01" nType="0">
6051 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.4153299331665039e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5540729165077209e-01" nType="0">
6052 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.7010116577148438e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6015694141387939e-01" nType="0">
6053 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2406375408172607e-01" nType="1"/>
6054 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5810100436210632e-01" nType="-1"/>
6055 </Node>
6056 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.0303458571434021e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5737303495407104e-01" nType="0">
6057 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5616301298141479e-01" nType="1"/>
6058 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1867498755455017e-01" nType="-1"/>
6059 </Node>
6060 </Node>
6061 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.2284419059753418e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5663220882415771e-01" nType="0">
6062 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4508652687072754e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5551702380180359e-01" nType="0">
6063 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1432570219039917e-01" nType="1"/>
6064 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4928780794143677e-01" nType="-1"/>
6065 </Node>
6066 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="5.8286228179931641e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5959769487380981e-01" nType="0">
6067 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8671623468399048e-01" nType="1"/>
6068 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9375087693333626e-02" nType="-1"/>
6069 </Node>
6070 </Node>
6071 </Node>
6072 </BinaryTree>
6073 <BinaryTree type="DecisionTree" boostWeight="4.7120216858647279e-01" itree="423">
6074 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6491688489913940e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2489473819732666e-01" nType="0">
6075 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.5915335416793823e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5293562412261963e-01" nType="0">
6076 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4908586442470551e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4728572368621826e-01" nType="0">
6077 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3339959383010864e-01" nType="1"/>
6078 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3734661340713501e-01" nType="-1"/>
6079 </Node>
6080 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.2310125827789307e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8472180366516113e-01" nType="0">
6081 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8889439105987549e-01" nType="1"/>
6082 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2815542221069336e-01" nType="-1"/>
6083 </Node>
6084 </Node>
6085 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.8823515772819519e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9637449383735657e-01" nType="0">
6086 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.3056643605232239e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2201604843139648e-01" nType="0">
6087 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6638305187225342e-01" nType="1"/>
6088 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9578813910484314e-01" nType="-1"/>
6089 </Node>
6090 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
6091 </Node>
6092 </Node>
6093 </BinaryTree>
6094 <BinaryTree type="DecisionTree" boostWeight="4.1430146931916695e-01" itree="424">
6095 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6586686372756958e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7240760922431946e-01" nType="0">
6096 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.2858946621417999e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0489681959152222e-01" nType="0">
6097 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5782541036605835e-01" nType="1"/>
6098 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.6420553922653198e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9008754491806030e-01" nType="0">
6099 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3730943202972412e-01" nType="1"/>
6100 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9156479239463806e-01" nType="-1"/>
6101 </Node>
6102 </Node>
6103 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
6104 </Node>
6105 </BinaryTree>
6106 <BinaryTree type="DecisionTree" boostWeight="4.2653598623964517e-01" itree="425">
6107 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164066553115845e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2724695801734924e-01" nType="0">
6108 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.5453341484069824e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3926742076873779e-01" nType="0">
6109 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.6435723304748535e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8034956455230713e-01" nType="1"/>
6110 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7580612599849701e-02" nType="-1"/>
6111 </Node>
6112 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0183276534080505e-01" nType="0">
6113 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.5781499743461609e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6774138212203979e-01" nType="1"/>
6114 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.3548246920108795e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8616430461406708e-01" nType="-1"/>
6115 </Node>
6116 </Node>
6117 </BinaryTree>
6118 <BinaryTree type="DecisionTree" boostWeight="4.4778799938278835e-01" itree="426">
6119 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1598548889160156e-01" nType="0">
6120 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.2154690027236938e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6171848773956299e-01" nType="0">
6121 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.5011460781097412e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2853308916091919e-01" nType="0">
6122 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7192920446395874e-01" nType="1"/>
6123 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9805483818054199e-01" nType="-1"/>
6124 </Node>
6125 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.0850127935409546e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6579048037528992e-01" nType="0">
6126 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6339838504791260e-01" nType="1"/>
6127 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9689690470695496e-01" nType="-1"/>
6128 </Node>
6129 </Node>
6130 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1385758399963379e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4170854091644287e-01" nType="0">
6131 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7443946599960327e-01" nType="1"/>
6132 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.1675763130187988e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0172932147979736e-01" nType="-1"/>
6133 </Node>
6134 </Node>
6135 </BinaryTree>
6136 <BinaryTree type="DecisionTree" boostWeight="1.8980987590968920e-01" itree="427">
6137 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3324798583984375e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2563309669494629e-01" nType="0">
6138 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.0149583816528320e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4564774036407471e-01" nType="0">
6139 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7808867692947388e-01" nType="1"/>
6140 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.2156023979187012e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1627308130264282e-01" nType="0">
6141 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4023087024688721e-01" nType="1"/>
6142 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5288421660661697e-02" nType="-1"/>
6143 </Node>
6144 </Node>
6145 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4516409039497375e-01" nType="-1"/>
6146 </Node>
6147 </BinaryTree>
6148 <BinaryTree type="DecisionTree" boostWeight="5.1474215758272857e-01" itree="428">
6149 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7356994152069092e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6588504910469055e-01" nType="0">
6150 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.4735394865274429e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6850671768188477e-01" nType="0">
6151 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5089746713638306e-01" nType="1"/>
6152 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="6.0508139431476593e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3501951694488525e-01" nType="0">
6153 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3178166151046753e-01" nType="1"/>
6154 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0208021402359009e-01" nType="-1"/>
6155 </Node>
6156 </Node>
6157 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.7500247955322266e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5487318634986877e-01" nType="-1"/>
6158 </Node>
6159 </BinaryTree>
6160 <BinaryTree type="DecisionTree" boostWeight="2.7592061700963266e-01" itree="429">
6161 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3300063133239746e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1164215803146362e-01" nType="0">
6162 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.2976205348968506e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3946930170059204e-01" nType="0">
6163 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.6924735307693481e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0772838592529297e-01" nType="0">
6164 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3454662561416626e-01" nType="1"/>
6165 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9453559517860413e-01" nType="-1"/>
6166 </Node>
6167 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.0433087944984436e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5763465762138367e-01" nType="0">
6168 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9667536020278931e-01" nType="1"/>
6169 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4018080830574036e-01" nType="-1"/>
6170 </Node>
6171 </Node>
6172 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3633888959884644e-02" nType="-1"/>
6173 </Node>
6174 </BinaryTree>
6175 <BinaryTree type="DecisionTree" boostWeight="4.2174797161579763e-01" itree="430">
6176 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8553183078765869e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6805223822593689e-01" nType="0">
6177 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5370748043060303e-01" nType="0">
6178 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.2878065705299377e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4410948753356934e-01" nType="0">
6179 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5150471925735474e-01" nType="1"/>
6180 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5936939120292664e-01" nType="-1"/>
6181 </Node>
6182 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.6463885903358459e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4084764122962952e-01" nType="0">
6183 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0508656501770020e-01" nType="1"/>
6184 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5444695353507996e-01" nType="-1"/>
6185 </Node>
6186 </Node>
6187 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.2916791439056396e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9570728540420532e-01" nType="0">
6188 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6004357337951660e-01" nType="1"/>
6189 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.8647480756044388e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3145544528961182e-01" nType="-1"/>
6190 </Node>
6191 </Node>
6192 </BinaryTree>
6193 <BinaryTree type="DecisionTree" boostWeight="4.9249148665658993e-01" itree="431">
6194 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.1941868066787720e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3736293315887451e-01" nType="0">
6195 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.5935508310794830e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1613422632217407e-01" nType="0">
6196 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5491625070571899e-01" nType="1"/>
6197 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.9947297573089600e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9337598681449890e-01" nType="0">
6198 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0679883956909180e-01" nType="1"/>
6199 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9629068970680237e-01" nType="-1"/>
6200 </Node>
6201 </Node>
6202 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9000121355056763e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1163462400436401e-01" nType="0">
6203 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6586220264434814e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4551323652267456e-01" nType="0">
6204 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8587388992309570e-01" nType="1"/>
6205 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8953299522399902e-01" nType="-1"/>
6206 </Node>
6207 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.2329267263412476e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0407804250717163e-01" nType="0">
6208 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8460068702697754e-01" nType="1"/>
6209 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6479849815368652e-01" nType="-1"/>
6210 </Node>
6211 </Node>
6212 </Node>
6213 </BinaryTree>
6214 <BinaryTree type="DecisionTree" boostWeight="3.6227063179377245e-01" itree="432">
6215 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.8814638853073120e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6669936180114746e-01" nType="0">
6216 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.5508503913879395e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3097379207611084e-01" nType="0">
6217 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1680668592453003e-01" nType="1"/>
6218 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.4474732875823975e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7358393669128418e-01" nType="0">
6219 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3848757743835449e-01" nType="1"/>
6220 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8996630907058716e-01" nType="-1"/>
6221 </Node>
6222 </Node>
6223 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7588610649108887e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4596643447875977e-01" nType="0">
6224 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9917701482772827e-01" nType="1"/>
6225 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.0885615944862366e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4282268285751343e-01" nType="-1"/>
6226 </Node>
6227 </Node>
6228 </BinaryTree>
6229 <BinaryTree type="DecisionTree" boostWeight="2.4198138202603317e-01" itree="433">
6230 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6141734123229980e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7581040859222412e-01" nType="0">
6231 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.1743035316467285e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8989539146423340e-01" nType="0">
6232 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4912022352218628e-01" nType="1"/>
6233 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.5301124572753906e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1592906713485718e-01" nType="0">
6234 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9283636808395386e-01" nType="1"/>
6235 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4191467761993408e-01" nType="-1"/>
6236 </Node>
6237 </Node>
6238 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.4424796104431152e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4483372569084167e-01" nType="0">
6239 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.3198544979095459e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3033119440078735e-01" nType="0">
6240 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0068403482437134e-01" nType="1"/>
6241 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6129608154296875e-01" nType="-1"/>
6242 </Node>
6243 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.9202612638473511e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9218273758888245e-01" nType="-1"/>
6244 </Node>
6245 </Node>
6246 </BinaryTree>
6247 <BinaryTree type="DecisionTree" boostWeight="4.0811443700081235e-01" itree="434">
6248 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.3009638786315918e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6208500862121582e-01" nType="0">
6249 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.2697475962340832e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2513400316238403e-01" nType="1"/>
6250 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.8802322149276733e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1839513182640076e-01" nType="0">
6251 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.4549859799444675e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5158424973487854e-01" nType="0">
6252 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1755061149597168e-01" nType="1"/>
6253 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3311632275581360e-01" nType="-1"/>
6254 </Node>
6255 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1747737973928452e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2869631201028824e-02" nType="-1"/>
6256 </Node>
6257 </Node>
6258 </BinaryTree>
6259 <BinaryTree type="DecisionTree" boostWeight="4.3269890883681889e-01" itree="435">
6260 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.5334032177925110e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4012137651443481e-01" nType="0">
6261 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="7.9419024288654327e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6301176548004150e-01" nType="0">
6262 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3254063129425049e-01" nType="1"/>
6263 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.4451103210449219e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2139446735382080e-01" nType="0">
6264 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5460697412490845e-01" nType="1"/>
6265 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4921047091484070e-01" nType="-1"/>
6266 </Node>
6267 </Node>
6268 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
6269 </Node>
6270 </BinaryTree>
6271 <BinaryTree type="DecisionTree" boostWeight="3.7071737761052975e-01" itree="436">
6272 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6659073233604431e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4471838474273682e-01" nType="0">
6273 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7957551479339600e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7245403528213501e-01" nType="0">
6274 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.7744951248168945e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5369701385498047e-01" nType="0">
6275 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5642508268356323e-01" nType="1"/>
6276 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4113218784332275e-01" nType="-1"/>
6277 </Node>
6278 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.3349872827529907e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0096380710601807e-01" nType="0">
6279 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2643659114837646e-01" nType="1"/>
6280 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1731283664703369e-01" nType="-1"/>
6281 </Node>
6282 </Node>
6283 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.5164191722869873e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3248960077762604e-01" nType="-1"/>
6284 </Node>
6285 </BinaryTree>
6286 <BinaryTree type="DecisionTree" boostWeight="4.7413533835364591e-01" itree="437">
6287 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.7253015637397766e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3057634830474854e-01" nType="0">
6288 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.1280215531587601e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5089110136032104e-01" nType="0">
6289 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.6351844668388367e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2478324174880981e-01" nType="0">
6290 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9002022743225098e-01" nType="1"/>
6291 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5141291618347168e-01" nType="-1"/>
6292 </Node>
6293 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="6.9855920970439911e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0286960601806641e-01" nType="0">
6294 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3547784090042114e-01" nType="1"/>
6295 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0112317651510239e-01" nType="-1"/>
6296 </Node>
6297 </Node>
6298 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
6299 </Node>
6300 </BinaryTree>
6301 <BinaryTree type="DecisionTree" boostWeight="4.9012480088850963e-01" itree="438">
6302 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8246297836303711e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7902596592903137e-01" nType="0">
6303 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.6414823532104492e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8608317375183105e-01" nType="0">
6304 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8700963258743286e-01" nType="1"/>
6305 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.4458470344543457e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3346756696701050e-01" nType="0">
6306 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2727173566818237e-01" nType="1"/>
6307 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7777960002422333e-01" nType="-1"/>
6308 </Node>
6309 </Node>
6310 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.1510777473449707e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8306320309638977e-01" nType="0">
6311 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4322683811187744e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9918673634529114e-01" nType="0">
6312 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6022918224334717e-01" nType="1"/>
6313 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6671373844146729e-01" nType="-1"/>
6314 </Node>
6315 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3296437263488770e-01" nType="-1"/>
6316 </Node>
6317 </Node>
6318 </BinaryTree>
6319 <BinaryTree type="DecisionTree" boostWeight="2.1763105078498496e-01" itree="439">
6320 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1347632408142090e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1769739389419556e-01" nType="0">
6321 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.2996454238891602e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5755525827407837e-01" nType="0">
6322 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.5046284198760986e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4598745107650757e-01" nType="0">
6323 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
6324 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0641931295394897e-01" nType="-1"/>
6325 </Node>
6326 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.8811075091362000e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4147332906723022e-01" nType="1"/>
6327 </Node>
6328 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.4622829437255859e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7723714709281921e-01" nType="-1"/>
6329 </Node>
6330 </BinaryTree>
6331 <BinaryTree type="DecisionTree" boostWeight="4.9532130746783792e-01" itree="440">
6332 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.2350058555603027e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4886690974235535e-01" nType="0">
6333 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4181118011474609e-01" nType="1"/>
6334 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.7639582157135010e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0702665448188782e-01" nType="0">
6335 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.5230479240417480e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1237926483154297e-01" nType="0">
6336 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5401766300201416e-01" nType="1"/>
6337 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0656719207763672e-01" nType="-1"/>
6338 </Node>
6339 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.1169381141662598e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6294981539249420e-01" nType="-1"/>
6340 </Node>
6341 </Node>
6342 </BinaryTree>
6343 <BinaryTree type="DecisionTree" boostWeight="2.2243105111731837e-01" itree="441">
6344 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0670465230941772e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8915022611618042e-01" nType="0">
6345 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1342172622680664e-01" nType="1"/>
6346 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.0909125804901123e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7539916634559631e-01" nType="0">
6347 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.9035470485687256e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4553999900817871e-01" nType="0">
6348 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0030099153518677e-01" nType="1"/>
6349 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4063276052474976e-01" nType="-1"/>
6350 </Node>
6351 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.6848939657211304e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3482506275177002e-01" nType="0">
6352 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1451814174652100e-01" nType="1"/>
6353 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8527426719665527e-01" nType="-1"/>
6354 </Node>
6355 </Node>
6356 </Node>
6357 </BinaryTree>
6358 <BinaryTree type="DecisionTree" boostWeight="3.8859296763261125e-01" itree="442">
6359 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4954794645309448e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5768284797668457e-01" nType="0">
6360 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7076363563537598e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5227824449539185e-01" nType="0">
6361 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.3564549684524536e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7071034908294678e-01" nType="1"/>
6362 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.0616880059242249e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2186810970306396e-01" nType="0">
6363 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9455609321594238e-01" nType="1"/>
6364 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1703969836235046e-01" nType="-1"/>
6365 </Node>
6366 </Node>
6367 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.0650999546051025e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8022416830062866e-01" nType="0">
6368 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.5926840305328369e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7978250980377197e-01" nType="1"/>
6369 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.8539106845855713e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1999182701110840e-01" nType="-1"/>
6370 </Node>
6371 </Node>
6372 </BinaryTree>
6373 <BinaryTree type="DecisionTree" boostWeight="2.2951262723475196e-01" itree="443">
6374 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.0392901420593262e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8589134216308594e-01" nType="0">
6375 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.4896601676940918e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9096541404724121e-01" nType="1"/>
6376 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="5.4248785972595215e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5230689644813538e-01" nType="0">
6377 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.7160078287124634e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7981354594230652e-01" nType="0">
6378 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4733693599700928e-01" nType="1"/>
6379 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7763169407844543e-01" nType="-1"/>
6380 </Node>
6381 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.5390372276306152e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4749528467655182e-01" nType="-1"/>
6382 </Node>
6383 </Node>
6384 </BinaryTree>
6385 <BinaryTree type="DecisionTree" boostWeight="4.0999829346117722e-01" itree="444">
6386 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2287507057189941e-01" nType="0">
6387 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.7000288963317871e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9706586599349976e-01" nType="0">
6388 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7000489234924316e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3385909795761108e-01" nType="1"/>
6389 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2051465511322021e-01" nType="-1"/>
6390 </Node>
6391 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0112298727035522e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3519598245620728e-01" nType="0">
6392 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.2378658056259155e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9615159630775452e-01" nType="0">
6393 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0115908384323120e-01" nType="1"/>
6394 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6245501041412354e-01" nType="-1"/>
6395 </Node>
6396 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.4475259929895401e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8584298491477966e-01" nType="0">
6397 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
6398 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1817459017038345e-01" nType="-1"/>
6399 </Node>
6400 </Node>
6401 </Node>
6402 </BinaryTree>
6403 <BinaryTree type="DecisionTree" boostWeight="5.1016514872679619e-01" itree="445">
6404 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7533257007598877e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0217670202255249e-01" nType="0">
6405 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0112298727035522e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9646334648132324e-01" nType="0">
6406 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.2745983600616455e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7961874008178711e-01" nType="1"/>
6407 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.1180490255355835e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4208836555480957e-01" nType="0">
6408 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9191962480545044e-01" nType="1"/>
6409 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2013362646102905e-01" nType="-1"/>
6410 </Node>
6411 </Node>
6412 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.6981669068336487e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7971886992454529e-01" nType="0">
6413 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.1686481833457947e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5783441066741943e-01" nType="0">
6414 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8548493385314941e-01" nType="1"/>
6415 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4497284293174744e-01" nType="-1"/>
6416 </Node>
6417 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="4.8556476831436157e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1964808702468872e-01" nType="0">
6418 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3694950342178345e-01" nType="1"/>
6419 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7800968289375305e-01" nType="-1"/>
6420 </Node>
6421 </Node>
6422 </Node>
6423 </BinaryTree>
6424 <BinaryTree type="DecisionTree" boostWeight="3.9859473608293366e-01" itree="446">
6425 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2806464433670044e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6368557810783386e-01" nType="0">
6426 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0386883020401001e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7758208513259888e-01" nType="0">
6427 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.8091667890548706e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2545408010482788e-01" nType="1"/>
6428 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.4474732875823975e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3072560429573059e-01" nType="0">
6429 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6460863351821899e-01" nType="1"/>
6430 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2152977585792542e-01" nType="-1"/>
6431 </Node>
6432 </Node>
6433 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.8677256703376770e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2211127877235413e-01" nType="-1"/>
6434 </Node>
6435 </BinaryTree>
6436 <BinaryTree type="DecisionTree" boostWeight="4.0553806778722340e-01" itree="447">
6437 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.0450050354003906e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7727116346359253e-01" nType="0">
6438 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.3617033958435059e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5307946205139160e-01" nType="1"/>
6439 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.2070065736770630e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1991909742355347e-01" nType="0">
6440 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.9985045194625854e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0207998752593994e-01" nType="0">
6441 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7854946851730347e-01" nType="1"/>
6442 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0323543548583984e-01" nType="-1"/>
6443 </Node>
6444 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.9791450500488281e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5408580303192139e-01" nType="-1"/>
6445 </Node>
6446 </Node>
6447 </BinaryTree>
6448 <BinaryTree type="DecisionTree" boostWeight="4.8488406562853043e-01" itree="448">
6449 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177608728408813e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7953170537948608e-01" nType="0">
6450 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.2637698054313660e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3173723220825195e-01" nType="0">
6451 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.1828842014074326e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9879122972488403e-01" nType="0">
6452 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6193025112152100e-01" nType="1"/>
6453 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2986601591110229e-01" nType="-1"/>
6454 </Node>
6455 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.0620582103729248e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6913191676139832e-01" nType="0">
6456 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1889632940292358e-01" nType="1"/>
6457 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4366872906684875e-01" nType="-1"/>
6458 </Node>
6459 </Node>
6460 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.8345175981521606e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7493798136711121e-01" nType="0">
6461 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.5425281524658203e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7139122486114502e-01" nType="0">
6462 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
6463 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8231855630874634e-01" nType="-1"/>
6464 </Node>
6465 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.9807323217391968e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3024919033050537e-01" nType="0">
6466 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1908849477767944e-01" nType="1"/>
6467 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9715079069137573e-01" nType="-1"/>
6468 </Node>
6469 </Node>
6470 </Node>
6471 </BinaryTree>
6472 <BinaryTree type="DecisionTree" boostWeight="3.4047987399734320e-01" itree="449">
6473 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.8060050010681152e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4634082317352295e-01" nType="0">
6474 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2133897542953491e-01" nType="1"/>
6475 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9032788276672363e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3026735782623291e-01" nType="0">
6476 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7736182212829590e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9915834665298462e-01" nType="1"/>
6477 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.3318169116973877e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4763529300689697e-01" nType="0">
6478 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4673662185668945e-01" nType="1"/>
6479 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9177909195423126e-01" nType="-1"/>
6480 </Node>
6481 </Node>
6482 </Node>
6483 </BinaryTree>
6484 <BinaryTree type="DecisionTree" boostWeight="3.2261279520207070e-01" itree="450">
6485 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.7242990136146545e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9181958436965942e-01" nType="0">
6486 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.0243620872497559e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0637146234512329e-01" nType="0">
6487 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.7661714553833008e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2889598608016968e-01" nType="1"/>
6488 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.3436016440391541e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8124125003814697e-01" nType="0">
6489 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1003786325454712e-01" nType="1"/>
6490 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
6491 </Node>
6492 </Node>
6493 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0489626228809357e-01" nType="-1"/>
6494 </Node>
6495 </BinaryTree>
6496 <BinaryTree type="DecisionTree" boostWeight="2.7589285547484699e-01" itree="451">
6497 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3234120368957520e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6372234821319580e-01" nType="0">
6498 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0695371627807617e-01" nType="0">
6499 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.1446869373321533e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8080589771270752e-01" nType="0">
6500 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0635769367218018e-01" nType="1"/>
6501 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6077812314033508e-01" nType="-1"/>
6502 </Node>
6503 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.4068996906280518e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0351760387420654e-01" nType="-1"/>
6504 </Node>
6505 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3490907847881317e-01" nType="-1"/>
6506 </Node>
6507 </BinaryTree>
6508 <BinaryTree type="DecisionTree" boostWeight="3.1524308833165388e-01" itree="452">
6509 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1421256065368652e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4275482892990112e-01" nType="0">
6510 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0276265144348145e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9785372018814087e-01" nType="0">
6511 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
6512 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.8330427408218384e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8096683025360107e-01" nType="0">
6513 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4438015222549438e-01" nType="1"/>
6514 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5761582255363464e-01" nType="-1"/>
6515 </Node>
6516 </Node>
6517 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.5930100440979004e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5798884630203247e-01" nType="-1"/>
6518 </Node>
6519 </BinaryTree>
6520 <BinaryTree type="DecisionTree" boostWeight="6.6017913337424172e-01" itree="453">
6521 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7492666244506836e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7490566968917847e-01" nType="0">
6522 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0204216241836548e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3653503656387329e-01" nType="1"/>
6523 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8549158573150635e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1234434247016907e-01" nType="0">
6524 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.3101395964622498e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7294833660125732e-01" nType="0">
6525 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7124029397964478e-01" nType="1"/>
6526 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8681370019912720e-01" nType="-1"/>
6527 </Node>
6528 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.2201154232025146e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9753867387771606e-01" nType="-1"/>
6529 </Node>
6530 </Node>
6531 </BinaryTree>
6532 <BinaryTree type="DecisionTree" boostWeight="4.0364588557040049e-01" itree="454">
6533 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0670465230941772e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9505683779716492e-01" nType="0">
6534 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
6535 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.1332027912139893e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7907170653343201e-01" nType="0">
6536 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0068222284317017e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5929123163223267e-01" nType="0">
6537 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1917011737823486e-01" nType="1"/>
6538 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7009083628654480e-01" nType="-1"/>
6539 </Node>
6540 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.9000133275985718e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0411588549613953e-01" nType="0">
6541 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6670296192169189e-01" nType="1"/>
6542 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6122972369194031e-01" nType="-1"/>
6543 </Node>
6544 </Node>
6545 </Node>
6546 </BinaryTree>
6547 <BinaryTree type="DecisionTree" boostWeight="3.3812595273121510e-01" itree="455">
6548 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0545152425765991e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9906218051910400e-01" nType="0">
6549 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.5337991714477539e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2694875001907349e-01" nType="0">
6550 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.0251225233078003e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5511709451675415e-01" nType="0">
6551 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3422390222549438e-01" nType="1"/>
6552 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6742394566535950e-01" nType="-1"/>
6553 </Node>
6554 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.5164191722869873e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2497783899307251e-01" nType="0">
6555 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6266176700592041e-01" nType="1"/>
6556 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2030025124549866e-01" nType="-1"/>
6557 </Node>
6558 </Node>
6559 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8099117279052734e-01" nType="-1"/>
6560 </Node>
6561 </BinaryTree>
6562 <BinaryTree type="DecisionTree" boostWeight="3.1861632190263151e-01" itree="456">
6563 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8540380597114563e-01" nType="0">
6564 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.8761749863624573e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3190219402313232e-01" nType="0">
6565 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4709204435348511e-01" nType="1"/>
6566 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.4788429252803326e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4139680266380310e-01" nType="0">
6567 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4628837108612061e-01" nType="1"/>
6568 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6501950621604919e-01" nType="-1"/>
6569 </Node>
6570 </Node>
6571 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.5551405549049377e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9600044190883636e-01" nType="-1"/>
6572 </Node>
6573 </BinaryTree>
6574 <BinaryTree type="DecisionTree" boostWeight="4.1961605824707876e-01" itree="457">
6575 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8459360599517822e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2578008174896240e-01" nType="0">
6576 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.9132645130157471e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7815437316894531e-01" nType="1"/>
6577 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.6614637374877930e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6838003396987915e-01" nType="0">
6578 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8995590209960938e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1824390888214111e-01" nType="0">
6579 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3200893402099609e-01" nType="1"/>
6580 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9757731556892395e-01" nType="-1"/>
6581 </Node>
6582 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.2371358871459961e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6545417308807373e-02" nType="-1"/>
6583 </Node>
6584 </Node>
6585 </BinaryTree>
6586 <BinaryTree type="DecisionTree" boostWeight="1.9777078133331080e-01" itree="458">
6587 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.3024855852127075e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0822275876998901e-01" nType="0">
6588 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.8065531253814697e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2582210302352905e-01" nType="0">
6589 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.3382616043090820e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6655901670455933e-01" nType="0">
6590 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1928572654724121e-01" nType="1"/>
6591 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9801498651504517e-01" nType="-1"/>
6592 </Node>
6593 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.1274008750915527e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7290126085281372e-01" nType="0">
6594 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4225403070449829e-01" nType="1"/>
6595 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0808197334408760e-02" nType="-1"/>
6596 </Node>
6597 </Node>
6598 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="7.6788230799138546e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6850011348724365e-01" nType="-1"/>
6599 </Node>
6600 </BinaryTree>
6601 <BinaryTree type="DecisionTree" boostWeight="2.7552796591094481e-01" itree="459">
6602 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1343533515930176e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2231347560882568e-01" nType="0">
6603 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.2260172367095947e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4984706640243530e-01" nType="0">
6604 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.1885227262973785e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7230689525604248e-01" nType="0">
6605 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4118465185165405e-01" nType="1"/>
6606 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4818506240844727e-01" nType="-1"/>
6607 </Node>
6608 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.0660879611968994e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0078243017196655e-01" nType="0">
6609 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0812422037124634e-01" nType="1"/>
6610 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5121812820434570e-01" nType="-1"/>
6611 </Node>
6612 </Node>
6613 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5801310539245605e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2056733965873718e-01" nType="0">
6614 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5989021062850952e-01" nType="1"/>
6615 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4375828206539154e-01" nType="-1"/>
6616 </Node>
6617 </Node>
6618 </BinaryTree>
6619 <BinaryTree type="DecisionTree" boostWeight="5.1072934825932648e-01" itree="460">
6620 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6141729354858398e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5789607763290405e-01" nType="0">
6621 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.5314829349517822e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3006103038787842e-01" nType="0">
6622 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8866437673568726e-01" nType="1"/>
6623 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.7215188741683960e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0876033306121826e-01" nType="0">
6624 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0088833570480347e-01" nType="1"/>
6625 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4324115216732025e-01" nType="-1"/>
6626 </Node>
6627 </Node>
6628 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.3512374877929688e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0824301838874817e-01" nType="-1"/>
6629 </Node>
6630 </BinaryTree>
6631 <BinaryTree type="DecisionTree" boostWeight="4.4731040472507594e-01" itree="461">
6632 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2039874196052551e-01" nType="0">
6633 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0251183509826660e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3221451044082642e-01" nType="0">
6634 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="5.7875978946685791e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3809533119201660e-01" nType="1"/>
6635 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2597736902534962e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2178412675857544e-01" nType="0">
6636 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1471670866012573e-01" nType="1"/>
6637 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5854828357696533e-01" nType="-1"/>
6638 </Node>
6639 </Node>
6640 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.5504192709922791e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5919791460037231e-01" nType="0">
6641 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.0693649947643280e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7549734115600586e-01" nType="0">
6642 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7375395298004150e-01" nType="1"/>
6643 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5003278255462646e-01" nType="-1"/>
6644 </Node>
6645 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
6646 </Node>
6647 </Node>
6648 </BinaryTree>
6649 <BinaryTree type="DecisionTree" boostWeight="3.3835818481230867e-01" itree="462">
6650 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0840357542037964e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0448707342147827e-01" nType="0">
6651 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.6578821539878845e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5621997117996216e-01" nType="0">
6652 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.1940954923629761e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0825959444046021e-01" nType="0">
6653 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5932196378707886e-01" nType="1"/>
6654 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4354933500289917e-01" nType="-1"/>
6655 </Node>
6656 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.7727406024932861e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7954258620738983e-01" nType="-1"/>
6657 </Node>
6658 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3466660678386688e-01" nType="-1"/>
6659 </Node>
6660 </BinaryTree>
6661 <BinaryTree type="DecisionTree" boostWeight="4.9348005749064716e-01" itree="463">
6662 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8070878982543945e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8998925685882568e-01" nType="0">
6663 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.5365455627441406e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1209616661071777e-01" nType="0">
6664 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.2018642425537109e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8093851804733276e-01" nType="0">
6665 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2563344240188599e-01" nType="1"/>
6666 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7032919526100159e-01" nType="-1"/>
6667 </Node>
6668 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2940122485160828e-01" nType="-1"/>
6669 </Node>
6670 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="5.4153180122375488e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5318842530250549e-01" nType="0">
6671 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.2842299044132233e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4066699743270874e-01" nType="0">
6672 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3006594181060791e-01" nType="1"/>
6673 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3779573142528534e-01" nType="-1"/>
6674 </Node>
6675 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.0416070818901062e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5834289193153381e-01" nType="0">
6676 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6234496831893921e-01" nType="1"/>
6677 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3356893658638000e-01" nType="-1"/>
6678 </Node>
6679 </Node>
6680 </Node>
6681 </BinaryTree>
6682 <BinaryTree type="DecisionTree" boostWeight="4.3046066844228531e-01" itree="464">
6683 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6710749864578247e-01" nType="0">
6684 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.6933953762054443e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4270817041397095e-01" nType="1"/>
6685 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.7774581909179688e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2474302053451538e-01" nType="0">
6686 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6136395931243896e-01" nType="1"/>
6687 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.9128870368003845e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1407930850982666e-01" nType="0">
6688 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2002202272415161e-01" nType="1"/>
6689 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1009086966514587e-01" nType="-1"/>
6690 </Node>
6691 </Node>
6692 </Node>
6693 </BinaryTree>
6694 <BinaryTree type="DecisionTree" boostWeight="5.3285350543452770e-01" itree="465">
6695 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2932653427124023e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3017488718032837e-01" nType="0">
6696 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0399310588836670e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5745338201522827e-01" nType="0">
6697 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
6698 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.8186628893017769e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7867860794067383e-01" nType="0">
6699 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3816170692443848e-01" nType="1"/>
6700 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9454790949821472e-01" nType="-1"/>
6701 </Node>
6702 </Node>
6703 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8821077346801758e-01" nType="0">
6704 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.2958347797393799e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5817533135414124e-01" nType="0">
6705 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0960259437561035e-01" nType="1"/>
6706 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4599330127239227e-01" nType="-1"/>
6707 </Node>
6708 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.1140623092651367e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6838773488998413e-01" nType="-1"/>
6709 </Node>
6710 </Node>
6711 </BinaryTree>
6712 <BinaryTree type="DecisionTree" boostWeight="3.8704569573674535e-01" itree="466">
6713 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2019681930541992e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0978162288665771e-01" nType="0">
6714 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.7475585937500000e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0697218179702759e-01" nType="0">
6715 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7103799581527710e-01" nType="1"/>
6716 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2535439804196358e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7855910062789917e-01" nType="0">
6717 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6719120740890503e-01" nType="1"/>
6718 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9005287885665894e-01" nType="-1"/>
6719 </Node>
6720 </Node>
6721 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8912750482559204e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5547100901603699e-01" nType="0">
6722 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.6092061996459961e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2128376960754395e-01" nType="1"/>
6723 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.2318955659866333e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8995718955993652e-01" nType="0">
6724 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6383484601974487e-01" nType="1"/>
6725 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0478203296661377e-01" nType="-1"/>
6726 </Node>
6727 </Node>
6728 </Node>
6729 </BinaryTree>
6730 <BinaryTree type="DecisionTree" boostWeight="3.1106766983020656e-01" itree="467">
6731 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3469371795654297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5551595091819763e-01" nType="0">
6732 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9114203453063965e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1465070247650146e-01" nType="0">
6733 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
6734 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.9544323682785034e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6487805247306824e-01" nType="0">
6735 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6566244363784790e-01" nType="1"/>
6736 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1131839156150818e-01" nType="-1"/>
6737 </Node>
6738 </Node>
6739 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.4068360328674316e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3217904567718506e-01" nType="-1"/>
6740 </Node>
6741 </BinaryTree>
6742 <BinaryTree type="DecisionTree" boostWeight="4.5349601873429246e-01" itree="468">
6743 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9032776355743408e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5601814985275269e-01" nType="0">
6744 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.4754694700241089e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1085832118988037e-01" nType="0">
6745 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9001942873001099e-01" nType="1"/>
6746 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.4937629699707031e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1637206673622131e-01" nType="-1"/>
6747 </Node>
6748 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.7972120642662048e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6544677615165710e-01" nType="0">
6749 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.6756570339202881e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0166338682174683e-01" nType="0">
6750 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3321238756179810e-01" nType="1"/>
6751 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6284098029136658e-01" nType="-1"/>
6752 </Node>
6753 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.3678348064422607e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8412344455718994e-02" nType="-1"/>
6754 </Node>
6755 </Node>
6756 </BinaryTree>
6757 <BinaryTree type="DecisionTree" boostWeight="5.5407753172107765e-01" itree="469">
6758 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8286017179489136e-01" nType="0">
6759 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.9838497638702393e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8931931257247925e-01" nType="0">
6760 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.3247197493910789e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2006394863128662e-01" nType="1"/>
6761 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.9102310538291931e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1517475247383118e-01" nType="0">
6762 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3587924242019653e-01" nType="1"/>
6763 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1067525446414948e-01" nType="-1"/>
6764 </Node>
6765 </Node>
6766 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.6491688489913940e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6340013146400452e-01" nType="0">
6767 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.8406903743743896e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1296687722206116e-01" nType="0">
6768 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0876075029373169e-01" nType="1"/>
6769 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6073306798934937e-01" nType="-1"/>
6770 </Node>
6771 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.6836216449737549e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4745938777923584e-01" nType="-1"/>
6772 </Node>
6773 </Node>
6774 </BinaryTree>
6775 <BinaryTree type="DecisionTree" boostWeight="4.9578457820678973e-01" itree="470">
6776 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2991056442260742e-01" nType="0">
6777 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.8851995021104813e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9131324291229248e-01" nType="0">
6778 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2026878595352173e-01" nType="1"/>
6779 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.9507600069046021e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6158820390701294e-01" nType="0">
6780 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
6781 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6650958657264709e-01" nType="-1"/>
6782 </Node>
6783 </Node>
6784 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.5701692104339600e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9241614937782288e-01" nType="0">
6785 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.7229097485542297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7869732379913330e-01" nType="0">
6786 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3685479164123535e-01" nType="1"/>
6787 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7321991324424744e-01" nType="-1"/>
6788 </Node>
6789 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.0875476598739624e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4608392119407654e-01" nType="-1"/>
6790 </Node>
6791 </Node>
6792 </BinaryTree>
6793 <BinaryTree type="DecisionTree" boostWeight="2.5902940890227516e-01" itree="471">
6794 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.2496047019958496e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5055857300758362e-01" nType="0">
6795 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7376734018325806e-01" nType="1"/>
6796 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.6606868505477905e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3161234259605408e-01" nType="0">
6797 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.9649423360824585e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6422883868217468e-01" nType="0">
6798 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
6799 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3554645776748657e-01" nType="-1"/>
6800 </Node>
6801 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.3340999484062195e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3774187862873077e-01" nType="-1"/>
6802 </Node>
6803 </Node>
6804 </BinaryTree>
6805 <BinaryTree type="DecisionTree" boostWeight="3.5424647857750835e-01" itree="472">
6806 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177596807479858e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2324402332305908e-01" nType="0">
6807 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.4013674259185791e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0508245229721069e-01" nType="0">
6808 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.0947919264435768e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4621963500976562e-01" nType="1"/>
6809 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.2984089851379395e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2081656455993652e-01" nType="0">
6810 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9484899044036865e-01" nType="1"/>
6811 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
6812 </Node>
6813 </Node>
6814 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.7875444889068604e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0513879060745239e-01" nType="0">
6815 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0673464536666870e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7620850801467896e-01" nType="0">
6816 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4381710290908813e-01" nType="1"/>
6817 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0211982578039169e-02" nType="-1"/>
6818 </Node>
6819 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9206471741199493e-01" nType="-1"/>
6820 </Node>
6821 </Node>
6822 </BinaryTree>
6823 <BinaryTree type="DecisionTree" boostWeight="3.4751096636104956e-01" itree="473">
6824 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5486947894096375e-01" nType="0">
6825 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.7289547920227051e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1858371496200562e-01" nType="0">
6826 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.8624372482299805e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6521390676498413e-01" nType="1"/>
6827 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5169210433959961e-01" nType="-1"/>
6828 </Node>
6829 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.9215025901794434e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9219049215316772e-01" nType="0">
6830 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.5299709439277649e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9547404646873474e-01" nType="0">
6831 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0140691995620728e-01" nType="1"/>
6832 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7901515960693359e-01" nType="-1"/>
6833 </Node>
6834 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.0917890965938568e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3734874129295349e-02" nType="-1"/>
6835 </Node>
6836 </Node>
6837 </BinaryTree>
6838 <BinaryTree type="DecisionTree" boostWeight="4.4652025108459475e-01" itree="474">
6839 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="8.4708051681518555e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7231980562210083e-01" nType="0">
6840 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.3967096805572510e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0371267795562744e-01" nType="0">
6841 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.2607941627502441e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3610534667968750e-01" nType="1"/>
6842 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.3660864830017090e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1032835245132446e-01" nType="0">
6843 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1724078655242920e-01" nType="1"/>
6844 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6033538579940796e-01" nType="-1"/>
6845 </Node>
6846 </Node>
6847 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.5463950157165527e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5649523735046387e-01" nType="-1"/>
6848 </Node>
6849 </BinaryTree>
6850 <BinaryTree type="DecisionTree" boostWeight="2.3797156621906693e-01" itree="475">
6851 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.8005840480327606e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7419306039810181e-01" nType="0">
6852 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.6050883531570435e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8852672576904297e-01" nType="0">
6853 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8832014799118042e-01" nType="1"/>
6854 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.5176804065704346e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4405045509338379e-01" nType="0">
6855 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0096788406372070e-01" nType="1"/>
6856 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7184345126152039e-01" nType="-1"/>
6857 </Node>
6858 </Node>
6859 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1805946528911591e-01" nType="-1"/>
6860 </Node>
6861 </BinaryTree>
6862 <BinaryTree type="DecisionTree" boostWeight="4.8889080957578834e-01" itree="476">
6863 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.3824971914291382e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3563243746757507e-01" nType="0">
6864 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7985699176788330e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9933960437774658e-01" nType="0">
6865 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0352083481848240e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9821316003799438e-01" nType="1"/>
6866 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3904194831848145e-01" nType="-1"/>
6867 </Node>
6868 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5177608728408813e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1277123093605042e-01" nType="0">
6869 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.1219109892845154e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5772123336791992e-01" nType="0">
6870 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6683927774429321e-01" nType="1"/>
6871 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
6872 </Node>
6873 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.3026795387268066e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3341533541679382e-01" nType="0">
6874 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5925552845001221e-01" nType="1"/>
6875 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8113362789154053e-01" nType="-1"/>
6876 </Node>
6877 </Node>
6878 </Node>
6879 </BinaryTree>
6880 <BinaryTree type="DecisionTree" boostWeight="6.2166401403057203e-01" itree="477">
6881 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8500175476074219e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5138702392578125e-01" nType="0">
6882 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.1562263965606689e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4526903629302979e-01" nType="0">
6883 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2278738021850586e-01" nType="1"/>
6884 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0325213074684143e-01" nType="-1"/>
6885 </Node>
6886 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7088940143585205e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3847825825214386e-01" nType="0">
6887 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.3857024908065796e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9641684889793396e-01" nType="0">
6888 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4239662885665894e-01" nType="1"/>
6889 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0960056781768799e-01" nType="-1"/>
6890 </Node>
6891 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.4348285198211670e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3222874701023102e-01" nType="-1"/>
6892 </Node>
6893 </Node>
6894 </BinaryTree>
6895 <BinaryTree type="DecisionTree" boostWeight="3.7558628313855313e-01" itree="478">
6896 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.2350059509277344e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3057640790939331e-01" nType="0">
6897 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.1220070123672485e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6975227594375610e-01" nType="0">
6898 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8469706177711487e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1583998203277588e-01" nType="1"/>
6899 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="4.7171109914779663e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7801467776298523e-01" nType="0">
6900 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7270050048828125e-01" nType="1"/>
6901 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9705251157283783e-02" nType="-1"/>
6902 </Node>
6903 </Node>
6904 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.5987902641296387e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3995153605937958e-01" nType="-1"/>
6905 </Node>
6906 </BinaryTree>
6907 <BinaryTree type="DecisionTree" boostWeight="2.3928228470015464e-01" itree="479">
6908 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.5963578224182129e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9556997418403625e-01" nType="0">
6909 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.6085879802703857e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2472615242004395e-01" nType="0">
6910 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="4.7257485985755920e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8300884962081909e-01" nType="0">
6911 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2433656454086304e-01" nType="1"/>
6912 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4707027077674866e-01" nType="-1"/>
6913 </Node>
6914 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.1412720680236816e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7461596131324768e-01" nType="0">
6915 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9283866882324219e-01" nType="1"/>
6916 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4922512769699097e-01" nType="-1"/>
6917 </Node>
6918 </Node>
6919 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.1730926513671875e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4363002777099609e-01" nType="-1"/>
6920 </Node>
6921 </BinaryTree>
6922 <BinaryTree type="DecisionTree" boostWeight="4.8722073265901050e-01" itree="480">
6923 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2948120832443237e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8911920189857483e-01" nType="0">
6924 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.8553183078765869e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5809706449508667e-01" nType="0">
6925 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.8744401335716248e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9112229347229004e-01" nType="0">
6926 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8563678264617920e-01" nType="1"/>
6927 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0574262142181396e-01" nType="-1"/>
6928 </Node>
6929 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.5820547938346863e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2298257350921631e-01" nType="0">
6930 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0258790254592896e-01" nType="1"/>
6931 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6655265092849731e-01" nType="-1"/>
6932 </Node>
6933 </Node>
6934 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.8717715516686440e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9115525484085083e-01" nType="-1"/>
6935 </Node>
6936 </BinaryTree>
6937 <BinaryTree type="DecisionTree" boostWeight="4.1154353153234441e-01" itree="481">
6938 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6586686372756958e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8048591613769531e-01" nType="0">
6939 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.4414225518703461e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2535277605056763e-01" nType="0">
6940 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1957117319107056e-01" nType="1"/>
6941 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.9671882390975952e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3488812446594238e-01" nType="0">
6942 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
6943 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7079256772994995e-01" nType="-1"/>
6944 </Node>
6945 </Node>
6946 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.4564068317413330e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4676653742790222e-01" nType="-1"/>
6947 </Node>
6948 </BinaryTree>
6949 <BinaryTree type="DecisionTree" boostWeight="3.8524879951373142e-01" itree="482">
6950 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3398013114929199e-01" nType="0">
6951 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.1366428136825562e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0461324453353882e-01" nType="0">
6952 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7314767837524414e-01" nType="1"/>
6953 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.1867098771035671e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2260750532150269e-01" nType="0">
6954 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3929431438446045e-01" nType="1"/>
6955 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5188391208648682e-01" nType="-1"/>
6956 </Node>
6957 </Node>
6958 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.7636359930038452e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3507431149482727e-01" nType="0">
6959 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.0433127880096436e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7749642729759216e-01" nType="0">
6960 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1132737398147583e-01" nType="1"/>
6961 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0578493028879166e-01" nType="-1"/>
6962 </Node>
6963 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
6964 </Node>
6965 </Node>
6966 </BinaryTree>
6967 <BinaryTree type="DecisionTree" boostWeight="3.2850780321520517e-01" itree="483">
6968 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6131005287170410e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7896164655685425e-01" nType="0">
6969 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.8849534988403320e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0837188959121704e-01" nType="0">
6970 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.7376608848571777e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9108945131301880e-01" nType="0">
6971 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1003963947296143e-01" nType="1"/>
6972 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
6973 </Node>
6974 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.3568674325942993e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6545714139938354e-01" nType="0">
6975 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4297304153442383e-01" nType="1"/>
6976 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5456476211547852e-01" nType="-1"/>
6977 </Node>
6978 </Node>
6979 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.4099519729614258e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8919079005718231e-01" nType="-1"/>
6980 </Node>
6981 </BinaryTree>
6982 <BinaryTree type="DecisionTree" boostWeight="5.2399547941773372e-01" itree="484">
6983 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.6301810741424561e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0926580429077148e-01" nType="0">
6984 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1672291755676270e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2837328910827637e-01" nType="0">
6985 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.7533029317855835e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6366698741912842e-01" nType="1"/>
6986 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6753293573856354e-01" nType="-1"/>
6987 </Node>
6988 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.1531387567520142e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6787608265876770e-01" nType="0">
6989 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.6896363496780396e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3952729701995850e-01" nType="0">
6990 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5981066226959229e-01" nType="1"/>
6991 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3944809436798096e-01" nType="-1"/>
6992 </Node>
6993 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1119795590639114e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0609157681465149e-01" nType="-1"/>
6994 </Node>
6995 </Node>
6996 </BinaryTree>
6997 <BinaryTree type="DecisionTree" boostWeight="3.9367727832522248e-01" itree="485">
6998 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.3462533950805664e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5568156242370605e-01" nType="0">
6999 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2509211897850037e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0713181495666504e-01" nType="0">
7000 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0233095884323120e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9590476751327515e-01" nType="0">
7001 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0970577001571655e-01" nType="1"/>
7002 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3824429512023926e-01" nType="-1"/>
7003 </Node>
7004 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.5969035923480988e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2529764771461487e-01" nType="0">
7005 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8303451538085938e-01" nType="1"/>
7006 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5139809250831604e-01" nType="-1"/>
7007 </Node>
7008 </Node>
7009 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.2422082424163818e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0857115387916565e-01" nType="0">
7010 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.4956529140472412e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5920362472534180e-01" nType="0">
7011 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5657564401626587e-01" nType="1"/>
7012 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0382221341133118e-01" nType="-1"/>
7013 </Node>
7014 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1968823075294495e-01" nType="-1"/>
7015 </Node>
7016 </Node>
7017 </BinaryTree>
7018 <BinaryTree type="DecisionTree" boostWeight="4.5545573401998213e-01" itree="486">
7019 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8500163555145264e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0257722139358521e-01" nType="0">
7020 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.0706253051757812e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1021528244018555e-01" nType="0">
7021 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.3038320541381836e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1516845226287842e-01" nType="1"/>
7022 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.5124779343605042e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4543809294700623e-01" nType="0">
7023 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8557349443435669e-01" nType="1"/>
7024 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0750404000282288e-01" nType="-1"/>
7025 </Node>
7026 </Node>
7027 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5064598083496094e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1726073324680328e-01" nType="0">
7028 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5589038133621216e-01" nType="1"/>
7029 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.0128912925720215e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6172383725643158e-01" nType="-1"/>
7030 </Node>
7031 </Node>
7032 </BinaryTree>
7033 <BinaryTree type="DecisionTree" boostWeight="3.4354658571868313e-01" itree="487">
7034 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7476167678833008e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8983806967735291e-01" nType="0">
7035 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0124849081039429e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3710263967514038e-01" nType="0">
7036 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2786738872528076e-01" nType="1"/>
7037 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.3820053339004517e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9497246742248535e-01" nType="0">
7038 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8219858407974243e-01" nType="1"/>
7039 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4149816036224365e-01" nType="-1"/>
7040 </Node>
7041 </Node>
7042 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="7.6141719818115234e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0740568041801453e-01" nType="-1"/>
7043 </Node>
7044 </BinaryTree>
7045 <BinaryTree type="DecisionTree" boostWeight="3.0973817155162853e-01" itree="488">
7046 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6141719818115234e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8206272721290588e-01" nType="0">
7047 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.6491688489913940e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3345566987991333e-01" nType="0">
7048 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.4524818658828735e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9120506048202515e-01" nType="1"/>
7049 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.6164340376853943e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9992698729038239e-01" nType="-1"/>
7050 </Node>
7051 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.0561656951904297e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9528812170028687e-01" nType="0">
7052 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3713183403015137e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8752300143241882e-01" nType="0">
7053 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0357431173324585e-01" nType="1"/>
7054 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2873883545398712e-01" nType="-1"/>
7055 </Node>
7056 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4986531808972359e-02" nType="-1"/>
7057 </Node>
7058 </Node>
7059 </BinaryTree>
7060 <BinaryTree type="DecisionTree" boostWeight="2.6114266257010887e-01" itree="489">
7061 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.7775895595550537e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0115120410919189e-01" nType="0">
7062 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2697677612304688e-01" nType="1"/>
7063 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.5922986268997192e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8800122737884521e-01" nType="0">
7064 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="6.8751603364944458e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0169116258621216e-01" nType="0">
7065 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1987555027008057e-01" nType="1"/>
7066 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0038144588470459e-01" nType="-1"/>
7067 </Node>
7068 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7069 </Node>
7070 </Node>
7071 </BinaryTree>
7072 <BinaryTree type="DecisionTree" boostWeight="2.7788102614212035e-01" itree="490">
7073 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4954471588134766e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1169980168342590e-01" nType="0">
7074 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.5065041542053223e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0670840740203857e-01" nType="0">
7075 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.6568065881729126e-01" nType="1"/>
7076 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8222221136093140e-01" nType="-1"/>
7077 </Node>
7078 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.9609718322753906e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8841244578361511e-01" nType="-1"/>
7079 </Node>
7080 </BinaryTree>
7081 <BinaryTree type="DecisionTree" boostWeight="3.9463152622435616e-01" itree="491">
7082 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="9.1971516609191895e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7099878787994385e-01" nType="0">
7083 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6663419008255005e-01" nType="1"/>
7084 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8549158573150635e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5197250843048096e-01" nType="0">
7085 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="4.4002201408147812e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9764349460601807e-01" nType="0">
7086 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2992831468582153e-01" nType="1"/>
7087 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3017986416816711e-01" nType="-1"/>
7088 </Node>
7089 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.2203713208436966e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2764168977737427e-01" nType="0">
7090 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1158800125122070e-01" nType="1"/>
7091 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2363052964210510e-02" nType="-1"/>
7092 </Node>
7093 </Node>
7094 </Node>
7095 </BinaryTree>
7096 <BinaryTree type="DecisionTree" boostWeight="3.8394228579304290e-01" itree="492">
7097 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="6.6624021530151367e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5363694429397583e-01" nType="0">
7098 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.3217216730117798e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9140337109565735e-01" nType="0">
7099 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.0614627599716187e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7421422004699707e-01" nType="0">
7100 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8807584047317505e-01" nType="1"/>
7101 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2772490382194519e-01" nType="-1"/>
7102 </Node>
7103 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.9926159679889679e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6816033720970154e-01" nType="-1"/>
7104 </Node>
7105 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.3644908905029297e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5334677696228027e-01" nType="-1"/>
7106 </Node>
7107 </BinaryTree>
7108 <BinaryTree type="DecisionTree" boostWeight="2.0678785618616741e-01" itree="493">
7109 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8369107246398926e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2006417512893677e-01" nType="0">
7110 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.7888852357864380e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8972241878509521e-01" nType="0">
7111 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3388066291809082e-01" nType="1"/>
7112 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.4626512527465820e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9375653862953186e-01" nType="0">
7113 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4353922605514526e-01" nType="1"/>
7114 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3347371816635132e-01" nType="-1"/>
7115 </Node>
7116 </Node>
7117 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3508908450603485e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6526733040809631e-01" nType="0">
7118 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0695332288742065e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8962163925170898e-01" nType="0">
7119 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0692373514175415e-01" nType="1"/>
7120 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8663313984870911e-01" nType="-1"/>
7121 </Node>
7122 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.9959114789962769e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7389818429946899e-01" nType="-1"/>
7123 </Node>
7124 </Node>
7125 </BinaryTree>
7126 <BinaryTree type="DecisionTree" boostWeight="4.2833898460256115e-01" itree="494">
7127 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5000916719436646e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9663170576095581e-01" nType="0">
7128 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="4.0420901775360107e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8531733751296997e-01" nType="1"/>
7129 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="5.8783996105194092e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6636116504669189e-01" nType="0">
7130 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.2932653427124023e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7705193758010864e-01" nType="0">
7131 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1059983968734741e-01" nType="1"/>
7132 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3679910600185394e-01" nType="-1"/>
7133 </Node>
7134 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.2565299272537231e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7699783444404602e-01" nType="0">
7135 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0517237186431885e-01" nType="1"/>
7136 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3213704377412796e-02" nType="-1"/>
7137 </Node>
7138 </Node>
7139 </Node>
7140 </BinaryTree>
7141 <BinaryTree type="DecisionTree" boostWeight="4.9662558003710705e-01" itree="495">
7142 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2789644002914429e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4027491807937622e-01" nType="0">
7143 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0384298563003540e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5085191726684570e-01" nType="1"/>
7144 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.7473558187484741e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9948623776435852e-01" nType="0">
7145 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.7581896781921387e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8085330724716187e-01" nType="1"/>
7146 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.2662540674209595e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1291818022727966e-01" nType="0">
7147 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2078701257705688e-01" nType="1"/>
7148 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0572319030761719e-01" nType="-1"/>
7149 </Node>
7150 </Node>
7151 </Node>
7152 </BinaryTree>
7153 <BinaryTree type="DecisionTree" boostWeight="4.0109907833698732e-01" itree="496">
7154 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.6392089128494263e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4134380817413330e-01" nType="0">
7155 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.5177596807479858e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6448763608932495e-01" nType="0">
7156 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.7875444889068604e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0350944995880127e-01" nType="0">
7157 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8657060861587524e-01" nType="1"/>
7158 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5424890518188477e-01" nType="-1"/>
7159 </Node>
7160 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.4502319097518921e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6663665771484375e-01" nType="0">
7161 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3308036327362061e-01" nType="1"/>
7162 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4023532271385193e-01" nType="-1"/>
7163 </Node>
7164 </Node>
7165 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3563646376132965e-01" nType="-1"/>
7166 </Node>
7167 </BinaryTree>
7168 <BinaryTree type="DecisionTree" boostWeight="3.4518179822021466e-01" itree="497">
7169 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5716962814331055e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2844104766845703e-01" nType="0">
7170 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.6966625601053238e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6106204390525818e-01" nType="0">
7171 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.7120884060859680e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5798387527465820e-01" nType="0">
7172 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0971564054489136e-01" nType="1"/>
7173 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7174 </Node>
7175 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.4036880731582642e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6164432764053345e-01" nType="-1"/>
7176 </Node>
7177 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7178 </Node>
7179 </BinaryTree>
7180 <BinaryTree type="DecisionTree" boostWeight="3.9017962854921429e-01" itree="498">
7181 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8990211486816406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4868608713150024e-01" nType="0">
7182 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.0377819538116455e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2014888525009155e-01" nType="1"/>
7183 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.3997321128845215e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0669920444488525e-01" nType="0">
7184 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.8550567626953125e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4934406280517578e-01" nType="0">
7185 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5345829725265503e-01" nType="1"/>
7186 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6481595039367676e-01" nType="-1"/>
7187 </Node>
7188 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.7755628824234009e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0837780833244324e-01" nType="-1"/>
7189 </Node>
7190 </Node>
7191 </BinaryTree>
7192 <BinaryTree type="DecisionTree" boostWeight="4.7530639020762455e-01" itree="499">
7193 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.5161424875259399e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9528751373291016e-01" nType="0">
7194 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.0352083481848240e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2391088008880615e-01" nType="0">
7195 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.2689847946166992e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8643062114715576e-01" nType="1"/>
7196 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.0474870204925537e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1723874211311340e-01" nType="-1"/>
7197 </Node>
7198 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.7671625018119812e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8317696452140808e-01" nType="0">
7199 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2196294069290161e-01" nType="1"/>
7200 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.0483863353729248e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4703422784805298e-01" nType="0">
7201 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5316984653472900e-01" nType="1"/>
7202 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3748759925365448e-02" nType="-1"/>
7203 </Node>
7204 </Node>
7205 </Node>
7206 </BinaryTree>
7207 <BinaryTree type="DecisionTree" boostWeight="3.7435206731160142e-01" itree="500">
7208 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1220070123672485e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7241568565368652e-01" nType="0">
7209 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.4042497873306274e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7562255859375000e-01" nType="0">
7210 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8276895284652710e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7268294095993042e-01" nType="1"/>
7211 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.8356908112764359e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9385092258453369e-01" nType="0">
7212 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8883281946182251e-01" nType="1"/>
7213 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3597182333469391e-01" nType="-1"/>
7214 </Node>
7215 </Node>
7216 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5000785589218140e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6870816349983215e-01" nType="0">
7217 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.6758053898811340e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1753041744232178e-01" nType="-1"/>
7218 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.0815976858139038e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2397985458374023e-01" nType="0">
7219 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1426388025283813e-01" nType="1"/>
7220 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7268734574317932e-01" nType="-1"/>
7221 </Node>
7222 </Node>
7223 </Node>
7224 </BinaryTree>
7225 <BinaryTree type="DecisionTree" boostWeight="3.3476080587279611e-01" itree="501">
7226 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.9055012464523315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1095259189605713e-01" nType="0">
7227 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7619469165802002e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9563469886779785e-01" nType="0">
7228 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8820168972015381e-01" nType="1"/>
7229 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.4203035831451416e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0402158498764038e-01" nType="0">
7230 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8367447853088379e-01" nType="1"/>
7231 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5853236317634583e-01" nType="-1"/>
7232 </Node>
7233 </Node>
7234 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="5.7098255157470703e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1173804402351379e-01" nType="0">
7235 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.1001722812652588e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6538895964622498e-01" nType="0">
7236 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1338046789169312e-01" nType="1"/>
7237 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2523528933525085e-01" nType="-1"/>
7238 </Node>
7239 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7240 </Node>
7241 </Node>
7242 </BinaryTree>
7243 <BinaryTree type="DecisionTree" boostWeight="2.8475987789342438e-01" itree="502">
7244 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3503447771072388e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5051571130752563e-01" nType="0">
7245 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.9481582641601562e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0595631599426270e-01" nType="1"/>
7246 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.8068047761917114e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9237478971481323e-01" nType="0">
7247 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="7.4114285409450531e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6713358759880066e-01" nType="0">
7248 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2372871637344360e-01" nType="1"/>
7249 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5840237736701965e-01" nType="-1"/>
7250 </Node>
7251 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7252 </Node>
7253 </Node>
7254 </BinaryTree>
7255 <BinaryTree type="DecisionTree" boostWeight="3.7919761839559840e-01" itree="503">
7256 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2090718746185303e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7149047255516052e-01" nType="0">
7257 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8711951971054077e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4797166585922241e-01" nType="0">
7258 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.9504841566085815e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1997326612472534e-01" nType="1"/>
7259 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2171996831893921e-01" nType="-1"/>
7260 </Node>
7261 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.5206058025360107e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7004569768905640e-01" nType="0">
7262 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0953381061553955e-01" nType="1"/>
7263 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5177608728408813e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9135464727878571e-01" nType="-1"/>
7264 </Node>
7265 </Node>
7266 </BinaryTree>
7267 <BinaryTree type="DecisionTree" boostWeight="2.9463145231821336e-01" itree="504">
7268 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.0419143438339233e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8802128434181213e-01" nType="0">
7269 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.2509211897850037e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5143363475799561e-01" nType="1"/>
7270 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3226428031921387e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4278994202613831e-01" nType="0">
7271 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.7312858700752258e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7666636109352112e-01" nType="0">
7272 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3855580091476440e-01" nType="1"/>
7273 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5516543388366699e-01" nType="-1"/>
7274 </Node>
7275 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7276 </Node>
7277 </Node>
7278 </BinaryTree>
7279 <BinaryTree type="DecisionTree" boostWeight="3.7566474280764073e-01" itree="505">
7280 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4810953140258789e-01" nType="0">
7281 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9934011697769165e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4404714107513428e-01" nType="0">
7282 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.5640162229537964e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7625087499618530e-01" nType="1"/>
7283 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="5.0936159677803516e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0935084223747253e-01" nType="0">
7284 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6912937164306641e-01" nType="1"/>
7285 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2990391254425049e-01" nType="-1"/>
7286 </Node>
7287 </Node>
7288 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.0161733329296112e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3724731206893921e-01" nType="-1"/>
7289 </Node>
7290 </BinaryTree>
7291 <BinaryTree type="DecisionTree" boostWeight="3.3606607596417920e-01" itree="506">
7292 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1220070123672485e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3097075223922729e-01" nType="0">
7293 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8316974639892578e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9941443204879761e-01" nType="1"/>
7294 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="5.7106299400329590e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7310320138931274e-01" nType="-1"/>
7295 </Node>
7296 </BinaryTree>
7297 <BinaryTree type="DecisionTree" boostWeight="4.9861130528604070e-01" itree="507">
7298 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1352353096008301e-01" nType="0">
7299 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0251183509826660e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3398623466491699e-01" nType="0">
7300 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
7301 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.0893518105149269e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1370322704315186e-01" nType="0">
7302 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8912631273269653e-01" nType="1"/>
7303 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9068684577941895e-01" nType="-1"/>
7304 </Node>
7305 </Node>
7306 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.0469485282897949e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7834048867225647e-01" nType="0">
7307 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3651893615722656e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7480437159538269e-01" nType="0">
7308 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8313632011413574e-01" nType="1"/>
7309 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3312633037567139e-01" nType="-1"/>
7310 </Node>
7311 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.9737081527709961e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5858968496322632e-01" nType="-1"/>
7312 </Node>
7313 </Node>
7314 </BinaryTree>
7315 <BinaryTree type="DecisionTree" boostWeight="5.1244162279242633e-01" itree="508">
7316 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2472794055938721e-01" nType="0">
7317 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.6614637374877930e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6440665721893311e-01" nType="0">
7318 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.4138503074645996e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4364519119262695e-01" nType="0">
7319 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2502198219299316e-01" nType="1"/>
7320 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8731175065040588e-01" nType="-1"/>
7321 </Node>
7322 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7323 </Node>
7324 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0008949041366577e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6944043636322021e-01" nType="0">
7325 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.3215483427047729e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0154376626014709e-01" nType="0">
7326 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
7327 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5194188356399536e-01" nType="-1"/>
7328 </Node>
7329 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.4024288654327393e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4990034103393555e-01" nType="-1"/>
7330 </Node>
7331 </Node>
7332 </BinaryTree>
7333 <BinaryTree type="DecisionTree" boostWeight="2.1046207784426413e-01" itree="509">
7334 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8070893287658691e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4951286911964417e-01" nType="0">
7335 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.1235013008117676e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0073283910751343e-01" nType="0">
7336 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.7137439846992493e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4477971792221069e-01" nType="0">
7337 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1462959051132202e-01" nType="1"/>
7338 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9288171529769897e-01" nType="-1"/>
7339 </Node>
7340 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.4293538331985474e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5167756080627441e-01" nType="0">
7341 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3192871809005737e-01" nType="1"/>
7342 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9983910322189331e-01" nType="-1"/>
7343 </Node>
7344 </Node>
7345 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="8.4329338073730469e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1398985385894775e-01" nType="-1"/>
7346 </Node>
7347 </BinaryTree>
7348 <BinaryTree type="DecisionTree" boostWeight="4.6502028988131411e-01" itree="510">
7349 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1421257019042969e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2593004703521729e-01" nType="0">
7350 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.8070237636566162e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6110221147537231e-01" nType="0">
7351 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.3811878263950348e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1164103746414185e-01" nType="1"/>
7352 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.0849863290786743e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9232065677642822e-01" nType="0">
7353 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8856650590896606e-01" nType="1"/>
7354 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3552151918411255e-01" nType="-1"/>
7355 </Node>
7356 </Node>
7357 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4872862398624420e-01" nType="-1"/>
7358 </Node>
7359 </BinaryTree>
7360 <BinaryTree type="DecisionTree" boostWeight="4.8920486619953285e-01" itree="511">
7361 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2328739166259766e-01" nType="0">
7362 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.1106707453727722e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8359837532043457e-01" nType="0">
7363 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8000212311744690e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2133926153182983e-01" nType="0">
7364 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7194277048110962e-01" nType="1"/>
7365 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4538968801498413e-01" nType="-1"/>
7366 </Node>
7367 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7368 </Node>
7369 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="5.3557691574096680e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7649921178817749e-01" nType="0">
7370 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.1633677482604980e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7260392308235168e-01" nType="0">
7371 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6198935508728027e-01" nType="1"/>
7372 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7091502249240875e-01" nType="-1"/>
7373 </Node>
7374 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.6328665018081665e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3057921230792999e-01" nType="-1"/>
7375 </Node>
7376 </Node>
7377 </BinaryTree>
7378 <BinaryTree type="DecisionTree" boostWeight="4.1074745471767754e-01" itree="512">
7379 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4274559974670410e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6839442253112793e-01" nType="0">
7380 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3124610185623169e-01" nType="1"/>
7381 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7393379211425781e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3825926780700684e-01" nType="0">
7382 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.7656898498535156e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8610475063323975e-01" nType="0">
7383 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0922470092773438e-01" nType="1"/>
7384 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0746495127677917e-01" nType="-1"/>
7385 </Node>
7386 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.5724730491638184e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4319793283939362e-01" nType="-1"/>
7387 </Node>
7388 </Node>
7389 </BinaryTree>
7390 <BinaryTree type="DecisionTree" boostWeight="4.4277827008825243e-01" itree="513">
7391 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5735371708869934e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2858418226242065e-01" nType="0">
7392 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.8892144560813904e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5850660800933838e-01" nType="0">
7393 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.3773193359375000e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7947751283645630e-01" nType="1"/>
7394 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.9900984372943640e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5393350720405579e-01" nType="0">
7395 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1185699701309204e-01" nType="1"/>
7396 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2284679412841797e-02" nType="-1"/>
7397 </Node>
7398 </Node>
7399 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7400 </Node>
7401 </BinaryTree>
7402 <BinaryTree type="DecisionTree" boostWeight="3.0880359155717629e-01" itree="514">
7403 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.7106308937072754e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2608478069305420e-01" nType="0">
7404 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="9.8185233771800995e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5144687891006470e-01" nType="0">
7405 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.8404107689857483e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0498310327529907e-01" nType="1"/>
7406 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.8054838180541992e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1997923851013184e-01" nType="0">
7407 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5328335762023926e-01" nType="1"/>
7408 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4203935265541077e-01" nType="-1"/>
7409 </Node>
7410 </Node>
7411 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.2527062892913818e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9180594086647034e-01" nType="0">
7412 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.6356320381164551e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4015916585922241e-01" nType="0">
7413 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6840124130249023e-01" nType="1"/>
7414 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6685555577278137e-01" nType="-1"/>
7415 </Node>
7416 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0230574309825897e-02" nType="-1"/>
7417 </Node>
7418 </Node>
7419 </BinaryTree>
7420 <BinaryTree type="DecisionTree" boostWeight="3.1688180195448273e-01" itree="515">
7421 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.6688580513000488e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4314160346984863e-01" nType="0">
7422 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="9.5171350240707397e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8085244894027710e-01" nType="0">
7423 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6660021543502808e-01" nType="1"/>
7424 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.4225268363952637e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6417536735534668e-01" nType="0">
7425 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0497117042541504e-01" nType="1"/>
7426 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0812221765518188e-01" nType="-1"/>
7427 </Node>
7428 </Node>
7429 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.4442555427551270e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4809698760509491e-01" nType="0">
7430 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3469427824020386e-01" nType="1"/>
7431 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.1763572692871094e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8487982749938965e-02" nType="-1"/>
7432 </Node>
7433 </Node>
7434 </BinaryTree>
7435 <BinaryTree type="DecisionTree" boostWeight="3.7105183969574096e-01" itree="516">
7436 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177608728408813e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3690654039382935e-01" nType="0">
7437 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.7079687118530273e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1046814918518066e-01" nType="0">
7438 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.3157593086361885e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0823055505752563e-01" nType="1"/>
7439 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.2506409287452698e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5639082789421082e-01" nType="0">
7440 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5760424137115479e-01" nType="1"/>
7441 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0423247814178467e-01" nType="-1"/>
7442 </Node>
7443 </Node>
7444 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.2097826004028320e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2822298407554626e-01" nType="0">
7445 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6773440837860107e-01" nType="1"/>
7446 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.1125404834747314e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8899940252304077e-01" nType="-1"/>
7447 </Node>
7448 </Node>
7449 </BinaryTree>
7450 <BinaryTree type="DecisionTree" boostWeight="5.0975123896835850e-01" itree="517">
7451 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.5115917205810547e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6275529265403748e-01" nType="0">
7452 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7752130031585693e-01" nType="1"/>
7453 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.1870964765548706e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2901444435119629e-01" nType="0">
7454 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.6656477451324463e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5515551567077637e-01" nType="0">
7455 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7656642198562622e-01" nType="1"/>
7456 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7170931398868561e-01" nType="-1"/>
7457 </Node>
7458 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.2895942926406860e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5217589139938354e-01" nType="0">
7459 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9606308937072754e-01" nType="1"/>
7460 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9550191760063171e-01" nType="-1"/>
7461 </Node>
7462 </Node>
7463 </Node>
7464 </BinaryTree>
7465 <BinaryTree type="DecisionTree" boostWeight="3.6283319968554328e-01" itree="518">
7466 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8000216484069824e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2431583404541016e-01" nType="0">
7467 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.0402328968048096e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0289239883422852e-01" nType="0">
7468 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0490012355148792e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3540990352630615e-01" nType="1"/>
7469 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.8746483325958252e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6960016489028931e-01" nType="0">
7470 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5064340829849243e-01" nType="1"/>
7471 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5104765892028809e-01" nType="-1"/>
7472 </Node>
7473 </Node>
7474 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.1131110191345215e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1608906388282776e-01" nType="0">
7475 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.2051721572875977e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9967277646064758e-01" nType="0">
7476 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8011915683746338e-01" nType="1"/>
7477 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8288561701774597e-01" nType="-1"/>
7478 </Node>
7479 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2423490881919861e-01" nType="-1"/>
7480 </Node>
7481 </Node>
7482 </BinaryTree>
7483 <BinaryTree type="DecisionTree" boostWeight="3.1884289227294921e-01" itree="519">
7484 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.1141960620880127e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3229141235351562e-01" nType="0">
7485 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.3221886157989502e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6395572423934937e-01" nType="0">
7486 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.6030767709016800e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3467189073562622e-01" nType="1"/>
7487 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.5824937820434570e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3581002950668335e-01" nType="-1"/>
7488 </Node>
7489 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.8912762403488159e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3115188479423523e-01" nType="-1"/>
7490 </Node>
7491 </BinaryTree>
7492 <BinaryTree type="DecisionTree" boostWeight="2.7110640321114932e-01" itree="520">
7493 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.3037796020507812e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4002175331115723e-01" nType="0">
7494 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
7495 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.9776024818420410e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0273270010948181e-01" nType="0">
7496 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1854038238525391e-01" nType="1"/>
7497 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5177674293518066e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5652068257331848e-01" nType="-1"/>
7498 </Node>
7499 </Node>
7500 </BinaryTree>
7501 <BinaryTree type="DecisionTree" boostWeight="2.2850493898712701e-01" itree="521">
7502 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5107641220092773e-01" nType="0">
7503 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.4337052106857300e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1981492042541504e-01" nType="1"/>
7504 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.1910828351974487e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1657468080520630e-01" nType="0">
7505 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.5000785589218140e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9108918905258179e-01" nType="1"/>
7506 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2127546668052673e-01" nType="-1"/>
7507 </Node>
7508 </Node>
7509 </BinaryTree>
7510 <BinaryTree type="DecisionTree" boostWeight="2.6779172636486809e-01" itree="522">
7511 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="6.6624011993408203e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3509479761123657e-01" nType="0">
7512 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.1238441467285156e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7355874776840210e-01" nType="0">
7513 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0298682451248169e-01" nType="1"/>
7514 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.5193910598754883e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3154492378234863e-01" nType="0">
7515 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6358599662780762e-01" nType="1"/>
7516 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7517 </Node>
7518 </Node>
7519 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.4279137611389160e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4554558992385864e-01" nType="0">
7520 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1039785146713257e-01" nType="1"/>
7521 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1003200531005859e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9689877331256866e-01" nType="-1"/>
7522 </Node>
7523 </Node>
7524 </BinaryTree>
7525 <BinaryTree type="DecisionTree" boostWeight="3.5282725013883059e-01" itree="523">
7526 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177596807479858e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2398443818092346e-01" nType="0">
7527 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.1169381141662598e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1033407449722290e-01" nType="0">
7528 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
7529 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8664581775665283e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7555369138717651e-01" nType="0">
7530 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0645955801010132e-01" nType="1"/>
7531 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8030508160591125e-01" nType="-1"/>
7532 </Node>
7533 </Node>
7534 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.6262065172195435e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0971878767013550e-01" nType="0">
7535 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7278853654861450e-01" nType="1"/>
7536 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.1531500220298767e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7142360806465149e-01" nType="-1"/>
7537 </Node>
7538 </Node>
7539 </BinaryTree>
7540 <BinaryTree type="DecisionTree" boostWeight="4.9790491066951265e-01" itree="524">
7541 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6561479568481445e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8022285103797913e-01" nType="0">
7542 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8606846332550049e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2404350042343140e-01" nType="0">
7543 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.0612935759127140e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3893836736679077e-01" nType="0">
7544 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9225116968154907e-01" nType="1"/>
7545 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4437108635902405e-01" nType="-1"/>
7546 </Node>
7547 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.8581249713897705e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0965902805328369e-01" nType="0">
7548 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4535210132598877e-01" nType="1"/>
7549 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5934192538261414e-01" nType="-1"/>
7550 </Node>
7551 </Node>
7552 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.7636359930038452e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6677700281143188e-02" nType="-1"/>
7553 </Node>
7554 </BinaryTree>
7555 <BinaryTree type="DecisionTree" boostWeight="4.3542251460837977e-01" itree="525">
7556 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3469371795654297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9423083066940308e-01" nType="0">
7557 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.7767222374677658e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5240585803985596e-01" nType="0">
7558 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3046559095382690e-01" nType="1"/>
7559 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.8499229103326797e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5433928966522217e-01" nType="0">
7560 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3472086191177368e-01" nType="1"/>
7561 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7785047292709351e-01" nType="-1"/>
7562 </Node>
7563 </Node>
7564 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.7636359930038452e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0756667256355286e-01" nType="0">
7565 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1859449148178101e-01" nType="1"/>
7566 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.5907247364521027e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7877048254013062e-01" nType="-1"/>
7567 </Node>
7568 </Node>
7569 </BinaryTree>
7570 <BinaryTree type="DecisionTree" boostWeight="4.3152789868819069e-01" itree="526">
7571 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.7242990136146545e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9158653616905212e-01" nType="0">
7572 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.5137356966733932e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1950341463088989e-01" nType="0">
7573 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.4847722053527832e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3456594944000244e-01" nType="0">
7574 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7697048187255859e-01" nType="1"/>
7575 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7977248132228851e-01" nType="-1"/>
7576 </Node>
7577 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="3.6989924311637878e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0949973464012146e-01" nType="0">
7578 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2961341142654419e-01" nType="1"/>
7579 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4612008929252625e-01" nType="-1"/>
7580 </Node>
7581 </Node>
7582 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7583 </Node>
7584 </BinaryTree>
7585 <BinaryTree type="DecisionTree" boostWeight="3.9118897129622027e-01" itree="527">
7586 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3238903045654297e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0859546661376953e-01" nType="0">
7587 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8784755468368530e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2640122175216675e-01" nType="0">
7588 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.5632816553115845e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3590788841247559e-01" nType="0">
7589 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.8312675952911377e-01" nType="1"/>
7590 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8688173294067383e-01" nType="-1"/>
7591 </Node>
7592 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.6804298162460327e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5974814891815186e-01" nType="0">
7593 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2112377882003784e-01" nType="1"/>
7594 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5139769315719604e-01" nType="-1"/>
7595 </Node>
7596 </Node>
7597 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9843058660626411e-02" nType="-1"/>
7598 </Node>
7599 </BinaryTree>
7600 <BinaryTree type="DecisionTree" boostWeight="3.8356160307398646e-01" itree="528">
7601 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0847195386886597e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3713104724884033e-01" nType="0">
7602 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
7603 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.2386115789413452e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1890448331832886e-01" nType="0">
7604 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0510985851287842e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3720462322235107e-01" nType="0">
7605 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5947151184082031e-01" nType="1"/>
7606 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2216434627771378e-02" nType="-1"/>
7607 </Node>
7608 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.8318514227867126e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5210952162742615e-01" nType="-1"/>
7609 </Node>
7610 </Node>
7611 </BinaryTree>
7612 <BinaryTree type="DecisionTree" boostWeight="4.6405699030192910e-01" itree="529">
7613 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164191722869873e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9660289287567139e-01" nType="0">
7614 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.6581754088401794e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6504245996475220e-01" nType="0">
7615 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.6959832906723022e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0216983556747437e-01" nType="1"/>
7616 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7617 </Node>
7618 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8602232933044434e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7235519289970398e-01" nType="0">
7619 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7264580726623535e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5976775884628296e-01" nType="0">
7620 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2335873842239380e-01" nType="1"/>
7621 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8328054547309875e-01" nType="-1"/>
7622 </Node>
7623 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.4199938774108887e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2983597815036774e-01" nType="-1"/>
7624 </Node>
7625 </Node>
7626 </BinaryTree>
7627 <BinaryTree type="DecisionTree" boostWeight="4.9731939712670575e-01" itree="530">
7628 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4954919815063477e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8195781707763672e-01" nType="0">
7629 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="6.3760199546813965e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0301640033721924e-01" nType="1"/>
7630 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7047455310821533e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0033456683158875e-01" nType="0">
7631 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.7750456333160400e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8050317168235779e-01" nType="0">
7632 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9999027252197266e-01" nType="1"/>
7633 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2239597141742706e-01" nType="-1"/>
7634 </Node>
7635 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.1996649503707886e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3883250355720520e-01" nType="0">
7636 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0820215940475464e-01" nType="1"/>
7637 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4364866316318512e-02" nType="-1"/>
7638 </Node>
7639 </Node>
7640 </Node>
7641 </BinaryTree>
7642 <BinaryTree type="DecisionTree" boostWeight="6.7988495538416649e-01" itree="531">
7643 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4057467579841614e-01" nType="0">
7644 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3977495022118092e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8333033323287964e-01" nType="0">
7645 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0001151561737061e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5674378871917725e-01" nType="1"/>
7646 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.0713551193475723e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4524738788604736e-01" nType="0">
7647 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
7648 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4833521246910095e-01" nType="-1"/>
7649 </Node>
7650 </Node>
7651 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.8065516948699951e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5768374502658844e-01" nType="0">
7652 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.5363895893096924e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7428299784660339e-01" nType="0">
7653 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4719078540802002e-01" nType="1"/>
7654 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3493277132511139e-01" nType="-1"/>
7655 </Node>
7656 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7657 </Node>
7658 </Node>
7659 </BinaryTree>
7660 <BinaryTree type="DecisionTree" boostWeight="3.6981782517366063e-01" itree="532">
7661 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8549146652221680e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8366745710372925e-01" nType="0">
7662 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.2979639768600464e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4896649122238159e-01" nType="0">
7663 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.6696598529815674e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9720107316970825e-01" nType="0">
7664 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3393678665161133e-01" nType="1"/>
7665 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8304111957550049e-01" nType="-1"/>
7666 </Node>
7667 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.8232818841934204e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1283506155014038e-01" nType="-1"/>
7668 </Node>
7669 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.1178350448608398e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1976642608642578e-01" nType="0">
7670 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1153540611267090e-01" nType="1"/>
7671 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7672 </Node>
7673 </Node>
7674 </BinaryTree>
7675 <BinaryTree type="DecisionTree" boostWeight="3.6858881044850861e-01" itree="533">
7676 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8970768451690674e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1280052065849304e-01" nType="0">
7677 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0275248289108276e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3619256019592285e-01" nType="0">
7678 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.5670783519744873e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4299852848052979e-01" nType="1"/>
7679 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2575049400329590e-01" nType="-1"/>
7680 </Node>
7681 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8553183078765869e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7519508600234985e-01" nType="0">
7682 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.4900979995727539e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8106214404106140e-01" nType="0">
7683 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1186659336090088e-01" nType="1"/>
7684 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2401853799819946e-01" nType="-1"/>
7685 </Node>
7686 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.4837075471878052e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1655532121658325e-01" nType="-1"/>
7687 </Node>
7688 </Node>
7689 </BinaryTree>
7690 <BinaryTree type="DecisionTree" boostWeight="3.9654732527826830e-01" itree="534">
7691 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.8824051618576050e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5404025316238403e-01" nType="0">
7692 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.0444675683975220e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2304902076721191e-01" nType="0">
7693 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.1187847852706909e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1625044345855713e-01" nType="1"/>
7694 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.1026954650878906e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1379197835922241e-01" nType="0">
7695 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7246339321136475e-01" nType="1"/>
7696 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3092971742153168e-01" nType="-1"/>
7697 </Node>
7698 </Node>
7699 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.4657646179199219e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6466803550720215e-01" nType="0">
7700 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0913283824920654e-01" nType="1"/>
7701 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.3206758499145508e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1649177670478821e-01" nType="0">
7702 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8835566043853760e-01" nType="1"/>
7703 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3709240555763245e-01" nType="-1"/>
7704 </Node>
7705 </Node>
7706 </Node>
7707 </BinaryTree>
7708 <BinaryTree type="DecisionTree" boostWeight="4.6030454621715516e-01" itree="535">
7709 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.8846819400787354e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8404338955879211e-01" nType="0">
7710 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3109268620610237e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6881117820739746e-01" nType="0">
7711 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.9515614509582520e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7319583892822266e-01" nType="0">
7712 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8821680545806885e-01" nType="1"/>
7713 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9979522824287415e-01" nType="-1"/>
7714 </Node>
7715 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.2114675045013428e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8925808668136597e-01" nType="0">
7716 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6089191436767578e-01" nType="1"/>
7717 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4858757853507996e-01" nType="-1"/>
7718 </Node>
7719 </Node>
7720 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.8905917406082153e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5122138857841492e-01" nType="-1"/>
7721 </Node>
7722 </BinaryTree>
7723 <BinaryTree type="DecisionTree" boostWeight="5.2404797730954200e-01" itree="536">
7724 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2085592746734619e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3198528289794922e-01" nType="0">
7725 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.9032788276672363e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5377211570739746e-01" nType="0">
7726 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.6331729888916016e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7191003561019897e-01" nType="1"/>
7727 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.7671625018119812e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5379865765571594e-01" nType="0">
7728 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5599000453948975e-01" nType="1"/>
7729 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6277574896812439e-01" nType="-1"/>
7730 </Node>
7731 </Node>
7732 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="2.2899057716131210e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5173811912536621e-01" nType="0">
7733 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.4725152179598808e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2978565692901611e-01" nType="0">
7734 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0020830631256104e-01" nType="1"/>
7735 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3411750197410583e-01" nType="-1"/>
7736 </Node>
7737 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0134567618370056e-01" nType="-1"/>
7738 </Node>
7739 </Node>
7740 </BinaryTree>
7741 <BinaryTree type="DecisionTree" boostWeight="4.6517954215205004e-01" itree="537">
7742 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4954794645309448e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8438450098037720e-01" nType="0">
7743 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.2097790241241455e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6515409946441650e-01" nType="0">
7744 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7374529838562012e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2958523035049438e-01" nType="0">
7745 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3947694301605225e-01" nType="1"/>
7746 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3099963665008545e-01" nType="-1"/>
7747 </Node>
7748 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2024385929107666e-01" nType="-1"/>
7749 </Node>
7750 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7588427066802979e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2789151668548584e-01" nType="0">
7751 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.1837995052337646e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8604487180709839e-01" nType="1"/>
7752 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.6377732753753662e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8954848051071167e-01" nType="0">
7753 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2758054733276367e-01" nType="1"/>
7754 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6855602860450745e-01" nType="-1"/>
7755 </Node>
7756 </Node>
7757 </Node>
7758 </BinaryTree>
7759 <BinaryTree type="DecisionTree" boostWeight="3.2095834700356513e-01" itree="538">
7760 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3469371795654297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9779204130172729e-01" nType="0">
7761 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9114203453063965e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4186916947364807e-01" nType="0">
7762 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.3904817104339600e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4188268184661865e-01" nType="1"/>
7763 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.3115699402987957e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0152913331985474e-01" nType="0">
7764 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0303375720977783e-01" nType="1"/>
7765 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3923672735691071e-01" nType="-1"/>
7766 </Node>
7767 </Node>
7768 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.3316245079040527e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2528127133846283e-02" nType="-1"/>
7769 </Node>
7770 </BinaryTree>
7771 <BinaryTree type="DecisionTree" boostWeight="3.1641676078068287e-01" itree="539">
7772 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.7247821092605591e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5347905158996582e-01" nType="0">
7773 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="9.0173102915287018e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6402633190155029e-01" nType="0">
7774 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.2744212150573730e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5737831592559814e-01" nType="1"/>
7775 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.8579628467559814e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1146951913833618e-01" nType="0">
7776 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6088346242904663e-01" nType="1"/>
7777 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9559454321861267e-01" nType="-1"/>
7778 </Node>
7779 </Node>
7780 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7781 </Node>
7782 </BinaryTree>
7783 <BinaryTree type="DecisionTree" boostWeight="4.4431170108164503e-01" itree="540">
7784 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1240729093551636e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0106776356697083e-01" nType="0">
7785 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0008949041366577e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4262089729309082e-01" nType="0">
7786 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
7787 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.1862231492996216e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7923910617828369e-01" nType="0">
7788 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2042460441589355e-01" nType="1"/>
7789 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8974285721778870e-01" nType="-1"/>
7790 </Node>
7791 </Node>
7792 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.0685566663742065e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0315473675727844e-01" nType="0">
7793 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.9000121355056763e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4232817888259888e-01" nType="0">
7794 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8125897645950317e-01" nType="1"/>
7795 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7589901685714722e-01" nType="-1"/>
7796 </Node>
7797 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3710962235927582e-01" nType="-1"/>
7798 </Node>
7799 </Node>
7800 </BinaryTree>
7801 <BinaryTree type="DecisionTree" boostWeight="4.2051704579638971e-01" itree="541">
7802 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8369121551513672e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3023052215576172e-01" nType="0">
7803 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.7543208599090576e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2495642900466919e-01" nType="0">
7804 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2173535823822021e-01" nType="0">
7805 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2764649391174316e-01" nType="1"/>
7806 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4332721829414368e-01" nType="-1"/>
7807 </Node>
7808 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.1164700984954834e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4451149702072144e-01" nType="0">
7809 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7302839756011963e-01" nType="1"/>
7810 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6987167000770569e-01" nType="-1"/>
7811 </Node>
7812 </Node>
7813 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.6271698474884033e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5488888621330261e-01" nType="0">
7814 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9583890438079834e-01" nType="1"/>
7815 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7816 </Node>
7817 </Node>
7818 </BinaryTree>
7819 <BinaryTree type="DecisionTree" boostWeight="3.9612488163054554e-01" itree="542">
7820 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8990211486816406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7284087538719177e-01" nType="0">
7821 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0263463258743286e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6459717750549316e-01" nType="1"/>
7822 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.5180507898330688e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2006331682205200e-01" nType="0">
7823 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.4232610464096069e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4783877134323120e-01" nType="0">
7824 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7276521921157837e-01" nType="1"/>
7825 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7885257601737976e-01" nType="-1"/>
7826 </Node>
7827 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4255558252334595e-01" nType="-1"/>
7828 </Node>
7829 </Node>
7830 </BinaryTree>
7831 <BinaryTree type="DecisionTree" boostWeight="4.2819131765885315e-01" itree="543">
7832 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6672809123992920e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6207120418548584e-01" nType="0">
7833 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.5733952522277832e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0476142168045044e-01" nType="0">
7834 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.8832066059112549e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6232621669769287e-01" nType="1"/>
7835 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0232909917831421e-01" nType="-1"/>
7836 </Node>
7837 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7838 </Node>
7839 </BinaryTree>
7840 <BinaryTree type="DecisionTree" boostWeight="3.3770827604100129e-01" itree="544">
7841 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8065516948699951e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2166092991828918e-01" nType="0">
7842 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7076444625854492e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7932878136634827e-01" nType="0">
7843 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9084684848785400e-01" nType="1"/>
7844 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.9310693740844727e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3126624822616577e-01" nType="-1"/>
7845 </Node>
7846 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5363480567932129e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7712070941925049e-01" nType="0">
7847 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.0376667976379395e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2974234223365784e-01" nType="0">
7848 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4407374858856201e-01" nType="1"/>
7849 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0676930248737335e-01" nType="-1"/>
7850 </Node>
7851 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6581063419580460e-02" nType="-1"/>
7852 </Node>
7853 </Node>
7854 </BinaryTree>
7855 <BinaryTree type="DecisionTree" boostWeight="2.1261741677394505e-01" itree="545">
7856 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8984829187393188e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1430338621139526e-01" nType="0">
7857 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.0810462534427643e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9494148492813110e-01" nType="1"/>
7858 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1421256065368652e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6164852380752563e-01" nType="0">
7859 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.8229063153266907e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8047465085983276e-01" nType="0">
7860 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1886161565780640e-01" nType="1"/>
7861 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5898917317390442e-01" nType="-1"/>
7862 </Node>
7863 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7864 </Node>
7865 </Node>
7866 </BinaryTree>
7867 <BinaryTree type="DecisionTree" boostWeight="4.3236249509926472e-01" itree="546">
7868 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.9615607857704163e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5599266886711121e-01" nType="0">
7869 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.5389873981475830e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0401760339736938e-01" nType="0">
7870 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5909637212753296e-01" nType="1"/>
7871 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.0966720432043076e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1323813199996948e-01" nType="0">
7872 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6511893272399902e-01" nType="1"/>
7873 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5782831907272339e-01" nType="-1"/>
7874 </Node>
7875 </Node>
7876 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.2876151800155640e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0932005643844604e-01" nType="0">
7877 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="3.7860687822103500e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6335089206695557e-01" nType="0">
7878 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9621696472167969e-01" nType="1"/>
7879 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6439752578735352e-01" nType="-1"/>
7880 </Node>
7881 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2509211897850037e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1248122453689575e-01" nType="0">
7882 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2360069751739502e-01" nType="1"/>
7883 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0187866687774658e-01" nType="-1"/>
7884 </Node>
7885 </Node>
7886 </Node>
7887 </BinaryTree>
7888 <BinaryTree type="DecisionTree" boostWeight="4.8351102433316412e-01" itree="547">
7889 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8553180694580078e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2035135030746460e-01" nType="0">
7890 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.4274994134902954e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9678465127944946e-01" nType="0">
7891 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.5321853160858154e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7842423915863037e-01" nType="0">
7892 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2345384359359741e-01" nType="1"/>
7893 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4605880975723267e-01" nType="-1"/>
7894 </Node>
7895 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.3485102653503418e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7129529714584351e-01" nType="0">
7896 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2963116168975830e-01" nType="1"/>
7897 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5126627087593079e-01" nType="-1"/>
7898 </Node>
7899 </Node>
7900 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.4889969825744629e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3589214682579041e-01" nType="0">
7901 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.1804466247558594e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2739028334617615e-01" nType="0">
7902 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4131611585617065e-01" nType="1"/>
7903 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4126596748828888e-01" nType="-1"/>
7904 </Node>
7905 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4172224402427673e-02" nType="-1"/>
7906 </Node>
7907 </Node>
7908 </BinaryTree>
7909 <BinaryTree type="DecisionTree" boostWeight="4.0570482798240159e-01" itree="548">
7910 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6586686372756958e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4093313217163086e-01" nType="0">
7911 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.6577949523925781e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8758062124252319e-01" nType="0">
7912 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.5615211129188538e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2737041711807251e-01" nType="0">
7913 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2370225191116333e-01" nType="1"/>
7914 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0143081545829773e-01" nType="-1"/>
7915 </Node>
7916 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2005917429924011e-01" nType="-1"/>
7917 </Node>
7918 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7919 </Node>
7920 </BinaryTree>
7921 <BinaryTree type="DecisionTree" boostWeight="1.8602892772519763e-01" itree="549">
7922 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4276570320129395e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6663686037063599e-01" nType="0">
7923 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="7.7538204193115234e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8234363794326782e-01" nType="1"/>
7924 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5789006650447845e-01" nType="-1"/>
7925 </Node>
7926 </BinaryTree>
7927 <BinaryTree type="DecisionTree" boostWeight="3.2889924463037318e-01" itree="550">
7928 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.2366834878921509e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0093016624450684e-01" nType="0">
7929 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
7930 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.0721626281738281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8532149791717529e-01" nType="0">
7931 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8435273170471191e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7505334019660950e-01" nType="0">
7932 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0638731718063354e-01" nType="1"/>
7933 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0235507488250732e-01" nType="-1"/>
7934 </Node>
7935 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.9000121355056763e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0756470561027527e-01" nType="-1"/>
7936 </Node>
7937 </Node>
7938 </BinaryTree>
7939 <BinaryTree type="DecisionTree" boostWeight="2.4915921791049028e-01" itree="551">
7940 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2995107173919678e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5489558577537537e-01" nType="0">
7941 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0406985282897949e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8473315238952637e-01" nType="1"/>
7942 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.0889925956726074e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2827528715133667e-01" nType="0">
7943 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5037128925323486e-01" nType="1"/>
7944 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.7981808185577393e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3705338835716248e-01" nType="-1"/>
7945 </Node>
7946 </Node>
7947 </BinaryTree>
7948 <BinaryTree type="DecisionTree" boostWeight="6.4960185532943793e-01" itree="552">
7949 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177596807479858e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7752960920333862e-01" nType="0">
7950 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.2819648981094360e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2392696142196655e-01" nType="0">
7951 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.1068390607833862e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9789370298385620e-01" nType="0">
7952 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3379817008972168e-01" nType="1"/>
7953 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0533725023269653e-01" nType="-1"/>
7954 </Node>
7955 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.6802932620048523e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7816429138183594e-01" nType="0">
7956 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7627722024917603e-01" nType="1"/>
7957 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2213928401470184e-01" nType="-1"/>
7958 </Node>
7959 </Node>
7960 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.5632816553115845e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6902534961700439e-01" nType="0">
7961 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6748100519180298e-01" nType="1"/>
7962 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.1543666720390320e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3768690228462219e-01" nType="0">
7963 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7178610563278198e-01" nType="1"/>
7964 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6529606282711029e-01" nType="-1"/>
7965 </Node>
7966 </Node>
7967 </Node>
7968 </BinaryTree>
7969 <BinaryTree type="DecisionTree" boostWeight="2.5792078252637740e-01" itree="553">
7970 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8000204563140869e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0120168924331665e-01" nType="0">
7971 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7076444625854492e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2506554126739502e-01" nType="0">
7972 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4029668569564819e-01" nType="1"/>
7973 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="5.1495450735092163e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8046067357063293e-01" nType="0">
7974 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7386082410812378e-01" nType="1"/>
7975 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0117305517196655e-01" nType="-1"/>
7976 </Node>
7977 </Node>
7978 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.1110839843750000e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7159845232963562e-01" nType="0">
7979 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.2049077987670898e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6163001656532288e-01" nType="0">
7980 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4306215047836304e-01" nType="1"/>
7981 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0464664101600647e-01" nType="-1"/>
7982 </Node>
7983 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8465203046798706e-01" nType="-1"/>
7984 </Node>
7985 </Node>
7986 </BinaryTree>
7987 <BinaryTree type="DecisionTree" boostWeight="4.5422230125831542e-01" itree="554">
7988 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8486380577087402e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9067437648773193e-01" nType="0">
7989 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7090558409690857e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6183016300201416e-01" nType="0">
7990 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.3738809823989868e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3800966739654541e-01" nType="1"/>
7991 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3419656753540039e-01" nType="0">
7992 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0693910121917725e-01" nType="1"/>
7993 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
7994 </Node>
7995 </Node>
7996 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.4484374523162842e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0277732014656067e-01" nType="0">
7997 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3791269063949585e-01" nType="1"/>
7998 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.5526943206787109e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0009572803974152e-01" nType="-1"/>
7999 </Node>
8000 </Node>
8001 </BinaryTree>
8002 <BinaryTree type="DecisionTree" boostWeight="3.5198361189498029e-01" itree="555">
8003 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8553180694580078e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0675890445709229e-01" nType="0">
8004 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8615118861198425e-01" nType="0">
8005 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.9103944301605225e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3172469139099121e-01" nType="0">
8006 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3026201725006104e-01" nType="1"/>
8007 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6457645297050476e-01" nType="-1"/>
8008 </Node>
8009 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.0633162856101990e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5811719894409180e-01" nType="0">
8010 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9690338373184204e-01" nType="1"/>
8011 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2440390884876251e-02" nType="-1"/>
8012 </Node>
8013 </Node>
8014 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.4900979995727539e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7289191484451294e-01" nType="-1"/>
8015 </Node>
8016 </BinaryTree>
8017 <BinaryTree type="DecisionTree" boostWeight="3.3935947298048147e-01" itree="556">
8018 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2932653427124023e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5148676633834839e-01" nType="0">
8019 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.4672981388866901e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5221679210662842e-01" nType="0">
8020 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8021 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="5.2843946032226086e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4724997878074646e-01" nType="0">
8022 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3873416185379028e-01" nType="1"/>
8023 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1228493601083755e-01" nType="-1"/>
8024 </Node>
8025 </Node>
8026 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.5210648775100708e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2488268017768860e-01" nType="0">
8027 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.3633499145507812e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8915672302246094e-01" nType="0">
8028 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8392393589019775e-01" nType="1"/>
8029 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0618295073509216e-01" nType="-1"/>
8030 </Node>
8031 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2862231135368347e-01" nType="-1"/>
8032 </Node>
8033 </Node>
8034 </BinaryTree>
8035 <BinaryTree type="DecisionTree" boostWeight="4.0810514582279717e-01" itree="557">
8036 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.3053448200225830e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0557366609573364e-01" nType="0">
8037 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0038710832595825e-01" nType="1"/>
8038 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.5693031251430511e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8701561093330383e-01" nType="0">
8039 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.0319693684577942e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6326544284820557e-01" nType="0">
8040 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1169108152389526e-01" nType="1"/>
8041 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9280903339385986e-02" nType="-1"/>
8042 </Node>
8043 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.0726915597915649e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5977423191070557e-01" nType="0">
8044 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8045 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3718147873878479e-01" nType="-1"/>
8046 </Node>
8047 </Node>
8048 </Node>
8049 </BinaryTree>
8050 <BinaryTree type="DecisionTree" boostWeight="4.2054265226242593e-01" itree="558">
8051 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3161299228668213e-01" nType="0">
8052 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8558280467987061e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9955316781997681e-01" nType="0">
8053 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8723331391811371e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1018612384796143e-01" nType="0">
8054 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5084289312362671e-01" nType="1"/>
8055 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1184097528457642e-01" nType="-1"/>
8056 </Node>
8057 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5063641667366028e-01" nType="-1"/>
8058 </Node>
8059 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7581896781921387e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3374983072280884e-01" nType="0">
8060 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2365179061889648e-01" nType="1"/>
8061 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.8159906864166260e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3973669111728668e-01" nType="-1"/>
8062 </Node>
8063 </Node>
8064 </BinaryTree>
8065 <BinaryTree type="DecisionTree" boostWeight="4.1450859348664887e-01" itree="559">
8066 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.7609853744506836e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7530677318572998e-01" nType="0">
8067 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.8316295742988586e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9210175275802612e-01" nType="0">
8068 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.6971659660339355e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0678967237472534e-01" nType="0">
8069 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5532782077789307e-01" nType="1"/>
8070 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2921285126358271e-03" nType="-1"/>
8071 </Node>
8072 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.4536298513412476e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0419867038726807e-01" nType="0">
8073 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9953892230987549e-01" nType="1"/>
8074 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2306990027427673e-01" nType="-1"/>
8075 </Node>
8076 </Node>
8077 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0383456945419312e-01" nType="-1"/>
8078 </Node>
8079 </BinaryTree>
8080 <BinaryTree type="DecisionTree" boostWeight="6.3133648269275344e-01" itree="560">
8081 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1235013008117676e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5898815989494324e-01" nType="0">
8082 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0015525817871094e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9865453243255615e-01" nType="0">
8083 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.3095332384109497e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7747285366058350e-01" nType="1"/>
8084 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8659336566925049e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9907127618789673e-01" nType="0">
8085 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5329096317291260e-01" nType="1"/>
8086 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3534628748893738e-01" nType="-1"/>
8087 </Node>
8088 </Node>
8089 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.0641037225723267e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2844216227531433e-01" nType="0">
8090 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.6284360885620117e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4263029098510742e-01" nType="0">
8091 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4302077293395996e-01" nType="1"/>
8092 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7871134281158447e-02" nType="-1"/>
8093 </Node>
8094 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1122001707553864e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9640843570232391e-01" nType="-1"/>
8095 </Node>
8096 </Node>
8097 </BinaryTree>
8098 <BinaryTree type="DecisionTree" boostWeight="3.1700740903926566e-01" itree="561">
8099 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3322921752929688e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7894599437713623e-01" nType="0">
8100 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.7609853744506836e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1193448305130005e-01" nType="0">
8101 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.8141937255859375e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2637519836425781e-01" nType="1"/>
8102 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
8103 </Node>
8104 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3177863359451294e-02" nType="-1"/>
8105 </Node>
8106 </BinaryTree>
8107 <BinaryTree type="DecisionTree" boostWeight="4.3954709359345712e-01" itree="562">
8108 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.9180117845535278e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6337125301361084e-01" nType="0">
8109 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.7743356227874756e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1571571826934814e-01" nType="0">
8110 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5864970684051514e-01" nType="1"/>
8111 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.4425952434539795e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0032717585563660e-01" nType="0">
8112 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2699949741363525e-01" nType="1"/>
8113 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1326931715011597e-01" nType="-1"/>
8114 </Node>
8115 </Node>
8116 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.5206058025360107e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2070803642272949e-01" nType="0">
8117 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0181914567947388e-01" nType="1"/>
8118 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.0992905199527740e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0235388875007629e-01" nType="0">
8119 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1471889019012451e-01" nType="1"/>
8120 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2742576897144318e-01" nType="-1"/>
8121 </Node>
8122 </Node>
8123 </Node>
8124 </BinaryTree>
8125 <BinaryTree type="DecisionTree" boostWeight="4.0114597762772397e-01" itree="563">
8126 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6605247259140015e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4618602991104126e-01" nType="0">
8127 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.9934180974960327e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0709452629089355e-01" nType="0">
8128 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.8785353302955627e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5619927644729614e-01" nType="1"/>
8129 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4540137648582458e-01" nType="-1"/>
8130 </Node>
8131 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
8132 </Node>
8133 </BinaryTree>
8134 <BinaryTree type="DecisionTree" boostWeight="4.7391096161094520e-01" itree="564">
8135 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3485190868377686e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7730019688606262e-01" nType="0">
8136 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.6961577832698822e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3186482191085815e-01" nType="0">
8137 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0930212736129761e-01" nType="1"/>
8138 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="8.9612286537885666e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0629124641418457e-01" nType="0">
8139 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0846191644668579e-01" nType="1"/>
8140 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5475040078163147e-01" nType="-1"/>
8141 </Node>
8142 </Node>
8143 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.8225513696670532e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1628296971321106e-01" nType="-1"/>
8144 </Node>
8145 </BinaryTree>
8146 <BinaryTree type="DecisionTree" boostWeight="4.7210651410357168e-01" itree="565">
8147 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.1964058876037598e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2902269959449768e-01" nType="0">
8148 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8663386106491089e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2597844600677490e-01" nType="0">
8149 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.9839013814926147e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7705082893371582e-01" nType="0">
8150 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7133053541183472e-01" nType="1"/>
8151 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9472657442092896e-01" nType="-1"/>
8152 </Node>
8153 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6894097924232483e-01" nType="-1"/>
8154 </Node>
8155 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.9627567529678345e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5311937928199768e-01" nType="0">
8156 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.9000133275985718e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2180678248405457e-01" nType="0">
8157 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5240061283111572e-01" nType="1"/>
8158 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
8159 </Node>
8160 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1033559590578079e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0593693852424622e-01" nType="-1"/>
8161 </Node>
8162 </Node>
8163 </BinaryTree>
8164 <BinaryTree type="DecisionTree" boostWeight="3.0243915370057306e-01" itree="566">
8165 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7531820535659790e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9418577551841736e-01" nType="0">
8166 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7935299873352051e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3313865661621094e-01" nType="0">
8167 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.4307364821434021e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7738090753555298e-01" nType="1"/>
8168 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3347278237342834e-01" nType="-1"/>
8169 </Node>
8170 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.8010265827178955e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9973479509353638e-01" nType="0">
8171 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4884976744651794e-01" nType="-1"/>
8172 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.2824083566665649e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0812095701694489e-01" nType="0">
8173 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5495250225067139e-01" nType="1"/>
8174 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1085100769996643e-02" nType="-1"/>
8175 </Node>
8176 </Node>
8177 </Node>
8178 </BinaryTree>
8179 <BinaryTree type="DecisionTree" boostWeight="5.0496520133562273e-01" itree="567">
8180 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0009649991989136e-01" nType="0">
8181 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.6096432209014893e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3041093349456787e-01" nType="0">
8182 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8183 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4099411964416504e-01" nType="-1"/>
8184 </Node>
8185 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.3966949582099915e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4938433170318604e-01" nType="0">
8186 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.1033559590578079e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7016042470932007e-01" nType="0">
8187 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0086624622344971e-01" nType="1"/>
8188 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4762173891067505e-01" nType="-1"/>
8189 </Node>
8190 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6162452101707458e-02" nType="-1"/>
8191 </Node>
8192 </Node>
8193 </BinaryTree>
8194 <BinaryTree type="DecisionTree" boostWeight="3.6832203881586950e-01" itree="568">
8195 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7588591575622559e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5789659023284912e-01" nType="0">
8196 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.7914956808090210e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5764921903610229e-01" nType="0">
8197 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.6983641386032104e-01" nType="1"/>
8198 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="8.3873739242553711e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0225898027420044e-01" nType="0">
8199 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1644109487533569e-01" nType="1"/>
8200 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2750340700149536e-01" nType="-1"/>
8201 </Node>
8202 </Node>
8203 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.2656862735748291e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0728417038917542e-01" nType="0">
8204 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.5348401069641113e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9286615848541260e-01" nType="0">
8205 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3605666160583496e-01" nType="1"/>
8206 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1108095645904541e-01" nType="-1"/>
8207 </Node>
8208 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1342389881610870e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5005212426185608e-01" nType="0">
8209 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6826281547546387e-01" nType="1"/>
8210 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4578461647033691e-01" nType="-1"/>
8211 </Node>
8212 </Node>
8213 </Node>
8214 </BinaryTree>
8215 <BinaryTree type="DecisionTree" boostWeight="2.0870883844478036e-01" itree="569">
8216 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.0398239135742188e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2463704347610474e-01" nType="0">
8217 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.4001503944396973e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0282580852508545e-01" nType="1"/>
8218 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="5.4389357566833496e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0057202577590942e-01" nType="0">
8219 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0672011375427246e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2098488807678223e-01" nType="0">
8220 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4968076944351196e-01" nType="1"/>
8221 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4000550806522369e-01" nType="-1"/>
8222 </Node>
8223 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2611989676952362e-02" nType="-1"/>
8224 </Node>
8225 </Node>
8226 </BinaryTree>
8227 <BinaryTree type="DecisionTree" boostWeight="4.4147180287139859e-01" itree="570">
8228 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164191722869873e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2446610331535339e-01" nType="0">
8229 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.7597260475158691e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4987561702728271e-01" nType="0">
8230 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0577344894409180e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5213932991027832e-01" nType="0">
8231 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3896428346633911e-01" nType="1"/>
8232 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3720728158950806e-01" nType="-1"/>
8233 </Node>
8234 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.3034977912902832e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7455987930297852e-01" nType="-1"/>
8235 </Node>
8236 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.0504921972751617e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1926003098487854e-01" nType="0">
8237 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.7375667840242386e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3050639629364014e-01" nType="0">
8238 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3591755628585815e-01" nType="1"/>
8239 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4181364774703979e-01" nType="-1"/>
8240 </Node>
8241 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.9614728689193726e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8205180168151855e-01" nType="-1"/>
8242 </Node>
8243 </Node>
8244 </BinaryTree>
8245 <BinaryTree type="DecisionTree" boostWeight="5.2786123440560084e-01" itree="571">
8246 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2070065736770630e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8047890663146973e-01" nType="0">
8247 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="3.7152137756347656e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6681641340255737e-01" nType="1"/>
8248 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8912764787673950e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2827010154724121e-01" nType="0">
8249 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.7313594818115234e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4126386642456055e-01" nType="0">
8250 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1191327571868896e-01" nType="1"/>
8251 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
8252 </Node>
8253 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.9940422773361206e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7045660316944122e-01" nType="-1"/>
8254 </Node>
8255 </Node>
8256 </BinaryTree>
8257 <BinaryTree type="DecisionTree" boostWeight="3.8056562729618520e-01" itree="572">
8258 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8096499443054199e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1693826913833618e-01" nType="0">
8259 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.8683118820190430e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0311155319213867e-01" nType="0">
8260 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0871088504791260e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1927301883697510e-01" nType="1"/>
8261 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.0903276503086090e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3646638393402100e-01" nType="0">
8262 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6546981334686279e-01" nType="1"/>
8263 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4484892487525940e-01" nType="-1"/>
8264 </Node>
8265 </Node>
8266 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.8715379238128662e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6885696053504944e-01" nType="0">
8267 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.8486363887786865e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5820610523223877e-01" nType="0">
8268 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5145220756530762e-01" nType="1"/>
8269 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4620273113250732e-01" nType="-1"/>
8270 </Node>
8271 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7762460112571716e-01" nType="-1"/>
8272 </Node>
8273 </Node>
8274 </BinaryTree>
8275 <BinaryTree type="DecisionTree" boostWeight="3.1342314802844162e-01" itree="573">
8276 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0672011375427246e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7939109802246094e-01" nType="0">
8277 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8278 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.6425393819808960e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5845130085945129e-01" nType="0">
8279 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.8781380653381348e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2756081819534302e-01" nType="0">
8280 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3686527013778687e-01" nType="1"/>
8281 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9166456460952759e-01" nType="-1"/>
8282 </Node>
8283 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5177739858627319e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9987984299659729e-01" nType="-1"/>
8284 </Node>
8285 </Node>
8286 </BinaryTree>
8287 <BinaryTree type="DecisionTree" boostWeight="4.2834170051670023e-01" itree="574">
8288 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0972756147384644e-01" nType="0">
8289 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0015701055526733e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1551519632339478e-01" nType="1"/>
8290 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7755965590476990e-01" nType="0">
8291 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.6339004039764404e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4563834667205811e-01" nType="0">
8292 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0308258533477783e-01" nType="1"/>
8293 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4384605288505554e-01" nType="-1"/>
8294 </Node>
8295 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7136528491973877e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6163184046745300e-01" nType="-1"/>
8296 </Node>
8297 </Node>
8298 </BinaryTree>
8299 <BinaryTree type="DecisionTree" boostWeight="4.7503682938673403e-01" itree="575">
8300 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6141719818115234e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1798447370529175e-01" nType="0">
8301 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1790723800659180e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6236752271652222e-01" nType="0">
8302 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.1850881576538086e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7881530523300171e-01" nType="0">
8303 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6306515932083130e-01" nType="1"/>
8304 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5628568530082703e-01" nType="-1"/>
8305 </Node>
8306 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6676732897758484e-01" nType="-1"/>
8307 </Node>
8308 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.0581442832946777e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9186376929283142e-01" nType="0">
8309 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3186562061309814e-01" nType="1"/>
8310 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1946318447589874e-02" nType="-1"/>
8311 </Node>
8312 </Node>
8313 </BinaryTree>
8314 <BinaryTree type="DecisionTree" boostWeight="3.1078431866002665e-01" itree="576">
8315 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1252256631851196e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2768685817718506e-01" nType="0">
8316 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.5960424914956093e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3934549093246460e-01" nType="1"/>
8317 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.7327461838722229e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3673183917999268e-01" nType="0">
8318 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7312339544296265e-01" nType="1"/>
8319 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.9313558340072632e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0281617641448975e-01" nType="-1"/>
8320 </Node>
8321 </Node>
8322 </BinaryTree>
8323 <BinaryTree type="DecisionTree" boostWeight="3.7703090427982450e-01" itree="577">
8324 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8553180694580078e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9235677719116211e-01" nType="0">
8325 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4007548093795776e-01" nType="0">
8326 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.0225243568420410e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4634406566619873e-01" nType="1"/>
8327 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.1845732927322388e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0692971348762512e-01" nType="-1"/>
8328 </Node>
8329 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1843955039978027e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5171359777450562e-01" nType="0">
8330 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.0179519653320312e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8257905840873718e-01" nType="0">
8331 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5367702245712280e-01" nType="1"/>
8332 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1142184138298035e-01" nType="-1"/>
8333 </Node>
8334 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.4567216873168945e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7527707815170288e-01" nType="0">
8335 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1444774866104126e-01" nType="1"/>
8336 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1246607899665833e-02" nType="-1"/>
8337 </Node>
8338 </Node>
8339 </Node>
8340 </BinaryTree>
8341 <BinaryTree type="DecisionTree" boostWeight="3.0171359381108681e-01" itree="578">
8342 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0840357542037964e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4788274168968201e-01" nType="0">
8343 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8344 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1400053977966309e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3103566765785217e-01" nType="0">
8345 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.7636847496032715e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6059688925743103e-01" nType="0">
8346 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0539122819900513e-01" nType="1"/>
8347 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0918001532554626e-01" nType="-1"/>
8348 </Node>
8349 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0595303289592266e-03" nType="-1"/>
8350 </Node>
8351 </Node>
8352 </BinaryTree>
8353 <BinaryTree type="DecisionTree" boostWeight="2.9756197561581321e-01" itree="579">
8354 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6131005287170410e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6720876693725586e-01" nType="0">
8355 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.1106707453727722e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0842287540435791e-01" nType="0">
8356 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.3134577274322510e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2178879976272583e-01" nType="1"/>
8357 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5831660032272339e-01" nType="-1"/>
8358 </Node>
8359 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.3830623626708984e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1903060227632523e-01" nType="-1"/>
8360 </Node>
8361 </BinaryTree>
8362 <BinaryTree type="DecisionTree" boostWeight="3.5412742322097984e-01" itree="580">
8363 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2995107173919678e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2918314933776855e-01" nType="0">
8364 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8365 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.0889925956726074e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0105488300323486e-01" nType="0">
8366 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.8549146652221680e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2202870845794678e-01" nType="0">
8367 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7425608634948730e-01" nType="1"/>
8368 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6330618858337402e-01" nType="-1"/>
8369 </Node>
8370 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3590716123580933e-01" nType="-1"/>
8371 </Node>
8372 </Node>
8373 </BinaryTree>
8374 <BinaryTree type="DecisionTree" boostWeight="2.3059031856971060e-01" itree="581">
8375 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1421257019042969e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4783392548561096e-01" nType="0">
8376 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.2411851882934570e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8035380244255066e-01" nType="0">
8377 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2426389455795288e-01" nType="1"/>
8378 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.7247821092605591e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6146893501281738e-01" nType="0">
8379 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7536165714263916e-01" nType="1"/>
8380 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4157618284225464e-01" nType="-1"/>
8381 </Node>
8382 </Node>
8383 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.4280261993408203e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8613931983709335e-02" nType="-1"/>
8384 </Node>
8385 </BinaryTree>
8386 <BinaryTree type="DecisionTree" boostWeight="4.3494722182805035e-01" itree="582">
8387 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.7811799049377441e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7490158081054688e-01" nType="0">
8388 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.1235013008117676e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3968384265899658e-01" nType="0">
8389 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.4735394865274429e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9217857122421265e-01" nType="1"/>
8390 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.7971143126487732e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2824729681015015e-01" nType="0">
8391 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8466756343841553e-01" nType="1"/>
8392 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
8393 </Node>
8394 </Node>
8395 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="8.8373579084873199e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6161649227142334e-01" nType="0">
8396 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5173316001892090e-01" nType="1"/>
8397 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.7926597967743874e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2550959885120392e-01" nType="-1"/>
8398 </Node>
8399 </Node>
8400 </BinaryTree>
8401 <BinaryTree type="DecisionTree" boostWeight="4.7382117005231089e-01" itree="583">
8402 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177626609802246e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9893039464950562e-01" nType="0">
8403 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.6200487613677979e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5081489086151123e-01" nType="0">
8404 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.9204741120338440e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8016808032989502e-01" nType="1"/>
8405 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.1815197467803955e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3450826406478882e-01" nType="0">
8406 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7273548841476440e-01" nType="1"/>
8407 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5457515418529510e-02" nType="-1"/>
8408 </Node>
8409 </Node>
8410 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.0614627599716187e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9965480566024780e-01" nType="0">
8411 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8283092975616455e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6335428953170776e-01" nType="0">
8412 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8200675249099731e-01" nType="1"/>
8413 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4560806155204773e-01" nType="-1"/>
8414 </Node>
8415 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.1992322206497192e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2332279980182648e-01" nType="-1"/>
8416 </Node>
8417 </Node>
8418 </BinaryTree>
8419 <BinaryTree type="DecisionTree" boostWeight="3.0738086957928884e-01" itree="584">
8420 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5668157339096069e-01" nType="0">
8421 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0254060029983521e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1027957201004028e-01" nType="1"/>
8422 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.8065526485443115e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2010577917098999e-01" nType="0">
8423 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.0111088752746582e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5937016010284424e-01" nType="0">
8424 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6435855627059937e-01" nType="1"/>
8425 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6269828081130981e-01" nType="-1"/>
8426 </Node>
8427 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.0742656707763672e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8215073943138123e-01" nType="0">
8428 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0075783729553223e-01" nType="1"/>
8429 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1354362368583679e-01" nType="-1"/>
8430 </Node>
8431 </Node>
8432 </Node>
8433 </BinaryTree>
8434 <BinaryTree type="DecisionTree" boostWeight="2.8270943004089588e-01" itree="585">
8435 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.5963578224182129e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2961909770965576e-01" nType="0">
8436 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.0519757270812988e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8156788349151611e-01" nType="0">
8437 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4184410572052002e-01" nType="1"/>
8438 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.8858907222747803e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4854160547256470e-01" nType="0">
8439 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8199024200439453e-01" nType="1"/>
8440 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1367018222808838e-01" nType="-1"/>
8441 </Node>
8442 </Node>
8443 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.1727447509765625e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1053053438663483e-01" nType="-1"/>
8444 </Node>
8445 </BinaryTree>
8446 <BinaryTree type="DecisionTree" boostWeight="2.6382511944750398e-01" itree="586">
8447 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.7247821092605591e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2530574798583984e-01" nType="0">
8448 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.2783093154430389e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4305523633956909e-01" nType="0">
8449 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.0546165704727173e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2808239459991455e-01" nType="1"/>
8450 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.8152811527252197e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0286889672279358e-01" nType="-1"/>
8451 </Node>
8452 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
8453 </Node>
8454 </BinaryTree>
8455 <BinaryTree type="DecisionTree" boostWeight="5.7897806249411976e-01" itree="587">
8456 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3323230743408203e-01" nType="0">
8457 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="7.6607726514339447e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2526009082794189e-01" nType="0">
8458 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.6285176277160645e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5449142456054688e-01" nType="0">
8459 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6400995254516602e-01" nType="1"/>
8460 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3113235235214233e-01" nType="-1"/>
8461 </Node>
8462 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="3.5095983184874058e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3685368299484253e-01" nType="0">
8463 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2161418199539185e-01" nType="1"/>
8464 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2468973547220230e-01" nType="-1"/>
8465 </Node>
8466 </Node>
8467 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5000785589218140e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3437022566795349e-01" nType="0">
8468 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3538363575935364e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6893626451492310e-01" nType="0">
8469 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4467895030975342e-01" nType="1"/>
8470 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
8471 </Node>
8472 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7631657123565674e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4740716814994812e-01" nType="-1"/>
8473 </Node>
8474 </Node>
8475 </BinaryTree>
8476 <BinaryTree type="DecisionTree" boostWeight="2.1521296216467159e-01" itree="588">
8477 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4274559020996094e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2966124415397644e-01" nType="0">
8478 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3575577735900879e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4737058877944946e-01" nType="0">
8479 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.0322335958480835e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1228523254394531e-01" nType="0">
8480 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7276422977447510e-01" nType="1"/>
8481 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7203114628791809e-01" nType="-1"/>
8482 </Node>
8483 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.5221841335296631e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8361653685569763e-01" nType="-1"/>
8484 </Node>
8485 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1770347161218524e-04" nType="-1"/>
8486 </Node>
8487 </BinaryTree>
8488 <BinaryTree type="DecisionTree" boostWeight="6.1760369458104580e-01" itree="589">
8489 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9344724416732788e-01" nType="0">
8490 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0112298727035522e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0623719692230225e-01" nType="0">
8491 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.2234383076429367e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4550422430038452e-01" nType="1"/>
8492 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.1001433134078979e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7104965448379517e-01" nType="0">
8493 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9844844341278076e-01" nType="1"/>
8494 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9858275651931763e-01" nType="-1"/>
8495 </Node>
8496 </Node>
8497 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9000121355056763e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5744690895080566e-01" nType="0">
8498 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.4412459731101990e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1603412628173828e-01" nType="0">
8499 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2889026403427124e-01" nType="1"/>
8500 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7780055105686188e-01" nType="-1"/>
8501 </Node>
8502 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.2958347797393799e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4335029721260071e-01" nType="-1"/>
8503 </Node>
8504 </Node>
8505 </BinaryTree>
8506 <BinaryTree type="DecisionTree" boostWeight="3.4137018661965596e-01" itree="590">
8507 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5697370767593384e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9448144435882568e-01" nType="0">
8508 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.6295522749423981e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1424533128738403e-01" nType="0">
8509 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6867872476577759e-01" nType="1"/>
8510 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.8198704719543457e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9722695946693420e-01" nType="-1"/>
8511 </Node>
8512 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.7452580928802490e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9414645433425903e-01" nType="-1"/>
8513 </Node>
8514 </BinaryTree>
8515 <BinaryTree type="DecisionTree" boostWeight="3.5013627508712541e-01" itree="591">
8516 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0721997618675232e-01" nType="0">
8517 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.6551282405853271e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0107597112655640e-01" nType="1"/>
8518 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1419648170471191e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5172203183174133e-01" nType="0">
8519 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="4.7653993964195251e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7984910607337952e-01" nType="0">
8520 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0042634010314941e-01" nType="1"/>
8521 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6749747395515442e-01" nType="-1"/>
8522 </Node>
8523 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
8524 </Node>
8525 </Node>
8526 </BinaryTree>
8527 <BinaryTree type="DecisionTree" boostWeight="3.5579654602706789e-01" itree="592">
8528 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3322921752929688e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5590018033981323e-01" nType="0">
8529 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6825652122497559e-01" nType="1"/>
8530 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4653580784797668e-01" nType="-1"/>
8531 </Node>
8532 </BinaryTree>
8533 <BinaryTree type="DecisionTree" boostWeight="3.9590661933371513e-01" itree="593">
8534 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8486397266387939e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7280016541481018e-01" nType="0">
8535 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.5693031251430511e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4754515886306763e-01" nType="0">
8536 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0238302946090698e-01" nType="1"/>
8537 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.0993467330932617e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7134610414505005e-01" nType="0">
8538 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1578737497329712e-01" nType="1"/>
8539 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8479562997817993e-01" nType="-1"/>
8540 </Node>
8541 </Node>
8542 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.7531820535659790e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1801342368125916e-01" nType="0">
8543 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.0516397431492805e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2179625034332275e-01" nType="0">
8544 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8658878803253174e-01" nType="1"/>
8545 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1476544737815857e-01" nType="-1"/>
8546 </Node>
8547 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.7721801996231079e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0543869733810425e-01" nType="-1"/>
8548 </Node>
8549 </Node>
8550 </BinaryTree>
8551 <BinaryTree type="DecisionTree" boostWeight="2.3887554646342790e-01" itree="594">
8552 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6563193202018738e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4233491420745850e-01" nType="0">
8553 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.3084723949432373e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6429958343505859e-01" nType="0">
8554 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.4735394865274429e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7955523729324341e-01" nType="1"/>
8555 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6035102009773254e-01" nType="-1"/>
8556 </Node>
8557 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.1088158488273621e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1608220040798187e-01" nType="-1"/>
8558 </Node>
8559 </BinaryTree>
8560 <BinaryTree type="DecisionTree" boostWeight="6.0469930317974063e-01" itree="595">
8561 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177596807479858e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9560523033142090e-01" nType="0">
8562 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.7912077903747559e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6925346851348877e-01" nType="0">
8563 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.3545069694519043e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4789828062057495e-01" nType="0">
8564 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2480943202972412e-01" nType="1"/>
8565 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4540956318378448e-01" nType="-1"/>
8566 </Node>
8567 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8510039448738098e-01" nType="-1"/>
8568 </Node>
8569 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.4499026536941528e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6650398373603821e-01" nType="0">
8570 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="7.5493119657039642e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3354779481887817e-01" nType="0">
8571 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8888934850692749e-01" nType="1"/>
8572 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8006735444068909e-01" nType="-1"/>
8573 </Node>
8574 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.0954831838607788e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4367384612560272e-01" nType="0">
8575 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0833007097244263e-01" nType="1"/>
8576 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0727865695953369e-02" nType="-1"/>
8577 </Node>
8578 </Node>
8579 </Node>
8580 </BinaryTree>
8581 <BinaryTree type="DecisionTree" boostWeight="2.1921082531165306e-01" itree="596">
8582 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.7811810970306396e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8596829175949097e-01" nType="0">
8583 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.7987093329429626e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3012847900390625e-01" nType="0">
8584 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.3181329965591431e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7439601421356201e-01" nType="1"/>
8585 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.0558711290359497e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6046746969223022e-01" nType="-1"/>
8586 </Node>
8587 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="5.8412194252014160e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6392611265182495e-01" nType="-1"/>
8588 </Node>
8589 </BinaryTree>
8590 <BinaryTree type="DecisionTree" boostWeight="4.2734584992220603e-01" itree="597">
8591 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.7106313705444336e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3222495913505554e-01" nType="0">
8592 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7877740859985352e-01" nType="0">
8593 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.3835582733154297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1754059791564941e-01" nType="0">
8594 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0242695808410645e-01" nType="1"/>
8595 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5379168391227722e-01" nType="-1"/>
8596 </Node>
8597 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.4138503074645996e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8402909040451050e-01" nType="-1"/>
8598 </Node>
8599 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5231817245483398e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1576501429080963e-01" nType="0">
8600 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.3294076919555664e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1404611468315125e-01" nType="0">
8601 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5250978469848633e-01" nType="1"/>
8602 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7863861992955208e-02" nType="-1"/>
8603 </Node>
8604 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3519750535488129e-01" nType="-1"/>
8605 </Node>
8606 </Node>
8607 </BinaryTree>
8608 <BinaryTree type="DecisionTree" boostWeight="4.5309025070241982e-01" itree="598">
8609 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2932653427124023e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1232069730758667e-01" nType="0">
8610 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8611 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.8727077245712280e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6701782941818237e-01" nType="0">
8612 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.8272654861211777e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0446903705596924e-01" nType="0">
8613 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4812958240509033e-01" nType="1"/>
8614 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2162699103355408e-01" nType="-1"/>
8615 </Node>
8616 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5000916719436646e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0900718420743942e-02" nType="-1"/>
8617 </Node>
8618 </Node>
8619 </BinaryTree>
8620 <BinaryTree type="DecisionTree" boostWeight="4.3127696007345601e-01" itree="599">
8621 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="6.6614637374877930e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8301544189453125e-01" nType="0">
8622 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.2679644823074341e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0947042703628540e-01" nType="0">
8623 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.8605351448059082e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2149938344955444e-01" nType="0">
8624 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8500396013259888e-01" nType="1"/>
8625 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6670827865600586e-01" nType="-1"/>
8626 </Node>
8627 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.6166468262672424e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2432477474212646e-01" nType="0">
8628 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0530861616134644e-01" nType="1"/>
8629 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9523592591285706e-01" nType="-1"/>
8630 </Node>
8631 </Node>
8632 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.8388652801513672e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3875759840011597e-01" nType="0">
8633 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3236639976501465e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3234436511993408e-01" nType="0">
8634 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4615582227706909e-01" nType="1"/>
8635 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9290958046913147e-01" nType="-1"/>
8636 </Node>
8637 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2275184094905853e-02" nType="-1"/>
8638 </Node>
8639 </Node>
8640 </BinaryTree>
8641 <BinaryTree type="DecisionTree" boostWeight="3.4053797956986814e-01" itree="600">
8642 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6545949578285217e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1869356632232666e-01" nType="0">
8643 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.6260336637496948e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7445532083511353e-01" nType="0">
8644 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0894196033477783e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8625619411468506e-01" nType="1"/>
8645 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.6387572288513184e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2506411075592041e-01" nType="0">
8646 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7183593511581421e-01" nType="1"/>
8647 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4100693166255951e-01" nType="-1"/>
8648 </Node>
8649 </Node>
8650 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.5375648736953735e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7275559902191162e-01" nType="-1"/>
8651 </Node>
8652 </BinaryTree>
8653 <BinaryTree type="DecisionTree" boostWeight="4.5931434052192138e-01" itree="601">
8654 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4979008436203003e-01" nType="0">
8655 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.5631769895553589e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2147125005722046e-01" nType="0">
8656 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.7143940925598145e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0569952726364136e-01" nType="1"/>
8657 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.9035469293594360e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9001410603523254e-01" nType="0">
8658 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7019397020339966e-01" nType="1"/>
8659 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9747176766395569e-01" nType="-1"/>
8660 </Node>
8661 </Node>
8662 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.1995203495025635e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0072395801544189e-01" nType="0">
8663 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.2535439804196358e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7449430227279663e-01" nType="0">
8664 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9894590377807617e-01" nType="1"/>
8665 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0391630530357361e-01" nType="-1"/>
8666 </Node>
8667 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.7858672142028809e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2761957645416260e-01" nType="0">
8668 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4639226198196411e-01" nType="1"/>
8669 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2955456972122192e-01" nType="-1"/>
8670 </Node>
8671 </Node>
8672 </Node>
8673 </BinaryTree>
8674 <BinaryTree type="DecisionTree" boostWeight="4.1415897848718480e-01" itree="602">
8675 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7356994152069092e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8818361759185791e-01" nType="0">
8676 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2535439804196358e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5006756782531738e-01" nType="0">
8677 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.4184018373489380e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9504686594009399e-01" nType="1"/>
8678 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="6.6592986695468426e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6629914045333862e-01" nType="0">
8679 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8680 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2702871561050415e-01" nType="-1"/>
8681 </Node>
8682 </Node>
8683 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.7981808185577393e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9985761046409607e-01" nType="0">
8684 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6044615507125854e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5512694120407104e-01" nType="0">
8685 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7964969873428345e-01" nType="1"/>
8686 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9192458987236023e-01" nType="-1"/>
8687 </Node>
8688 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.1152930259704590e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0825391858816147e-01" nType="-1"/>
8689 </Node>
8690 </Node>
8691 </BinaryTree>
8692 <BinaryTree type="DecisionTree" boostWeight="4.3505072368682907e-01" itree="603">
8693 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9032788276672363e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3144192695617676e-01" nType="0">
8694 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.4472659826278687e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1407226324081421e-01" nType="0">
8695 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2583650350570679e-01" nType="1"/>
8696 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="8.2533425092697144e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7256639003753662e-01" nType="0">
8697 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6850519180297852e-01" nType="1"/>
8698 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3262488245964050e-01" nType="-1"/>
8699 </Node>
8700 </Node>
8701 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7736182212829590e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1076889634132385e-01" nType="0">
8702 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.1178350448608398e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0371971130371094e-01" nType="0">
8703 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6823005676269531e-01" nType="1"/>
8704 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3247134089469910e-01" nType="-1"/>
8705 </Node>
8706 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4708493053913116e-01" nType="-1"/>
8707 </Node>
8708 </Node>
8709 </BinaryTree>
8710 <BinaryTree type="DecisionTree" boostWeight="2.9318055365102735e-01" itree="604">
8711 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0121760368347168e-01" nType="0">
8712 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.4161969423294067e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1053627729415894e-01" nType="0">
8713 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7107808589935303e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8921190500259399e-01" nType="1"/>
8714 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.3443756997585297e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7972318530082703e-01" nType="0">
8715 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3365994691848755e-01" nType="1"/>
8716 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4559345245361328e-01" nType="-1"/>
8717 </Node>
8718 </Node>
8719 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.7526088356971741e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0387356281280518e-01" nType="-1"/>
8720 </Node>
8721 </BinaryTree>
8722 <BinaryTree type="DecisionTree" boostWeight="2.4043750745250811e-01" itree="605">
8723 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8553168773651123e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4099029302597046e-01" nType="0">
8724 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.2979639768600464e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0131198167800903e-01" nType="1"/>
8725 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.4889969825744629e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3017849922180176e-01" nType="0">
8726 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.7046036720275879e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2784690856933594e-01" nType="0">
8727 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0995266437530518e-01" nType="1"/>
8728 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6742722988128662e-01" nType="-1"/>
8729 </Node>
8730 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3325975537300110e-02" nType="-1"/>
8731 </Node>
8732 </Node>
8733 </BinaryTree>
8734 <BinaryTree type="DecisionTree" boostWeight="6.4229246392607631e-01" itree="606">
8735 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9032791852951050e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0779289007186890e-01" nType="0">
8736 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.0763087272644043e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4363956451416016e-01" nType="0">
8737 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.1254849433898926e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8598946332931519e-01" nType="1"/>
8738 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5543889999389648e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6374337673187256e-01" nType="-1"/>
8739 </Node>
8740 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6754527688026428e-01" nType="0">
8741 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.5975384116172791e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4608067274093628e-01" nType="0">
8742 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8743 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6125701069831848e-01" nType="-1"/>
8744 </Node>
8745 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7136671543121338e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8448553979396820e-01" nType="-1"/>
8746 </Node>
8747 </Node>
8748 </BinaryTree>
8749 <BinaryTree type="DecisionTree" boostWeight="3.8694261268340258e-01" itree="607">
8750 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.0332792997360229e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9694779515266418e-01" nType="0">
8751 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0951914787292480e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7826650142669678e-01" nType="0">
8752 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8753 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.1014599800109863e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6093055009841919e-01" nType="0">
8754 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2922781705856323e-01" nType="1"/>
8755 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9639226198196411e-01" nType="-1"/>
8756 </Node>
8757 </Node>
8758 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8358869552612305e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9741457104682922e-01" nType="0">
8759 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4334589242935181e-01" nType="1"/>
8760 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.0929732322692871e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3272845149040222e-01" nType="-1"/>
8761 </Node>
8762 </Node>
8763 </BinaryTree>
8764 <BinaryTree type="DecisionTree" boostWeight="4.5949696659857248e-01" itree="608">
8765 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7500257492065430e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1483911275863647e-01" nType="0">
8766 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.9995390176773071e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6316047906875610e-01" nType="0">
8767 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.2643886804580688e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5806341171264648e-01" nType="1"/>
8768 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="5.9816944599151611e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9684128165245056e-01" nType="0">
8769 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4695811271667480e-01" nType="1"/>
8770 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3593328893184662e-01" nType="-1"/>
8771 </Node>
8772 </Node>
8773 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.2096695899963379e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8106987476348877e-01" nType="0">
8774 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3419016838073730e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4143655300140381e-01" nType="0">
8775 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1887000799179077e-01" nType="1"/>
8776 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3307145237922668e-01" nType="-1"/>
8777 </Node>
8778 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5475494116544724e-02" nType="-1"/>
8779 </Node>
8780 </Node>
8781 </BinaryTree>
8782 <BinaryTree type="DecisionTree" boostWeight="2.7407165597212579e-01" itree="609">
8783 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2948120832443237e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2958220243453979e-01" nType="0">
8784 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2597736902534962e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7605140209197998e-01" nType="0">
8785 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8786 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="8.4977755323052406e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7264389991760254e-01" nType="0">
8787 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6023837327957153e-01" nType="1"/>
8788 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0090538263320923e-01" nType="-1"/>
8789 </Node>
8790 </Node>
8791 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.8769769072532654e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9663123488426208e-01" nType="0">
8792 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.6450105011463165e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1930612325668335e-01" nType="0">
8793 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8005625009536743e-01" nType="1"/>
8794 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9241766929626465e-01" nType="-1"/>
8795 </Node>
8796 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5000785589218140e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2344958186149597e-01" nType="-1"/>
8797 </Node>
8798 </Node>
8799 </BinaryTree>
8800 <BinaryTree type="DecisionTree" boostWeight="5.1982948043656951e-01" itree="610">
8801 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9000135660171509e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1006928682327271e-01" nType="0">
8802 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.6167469620704651e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6766283512115479e-01" nType="0">
8803 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.2048806250095367e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2609972953796387e-01" nType="0">
8804 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1144267320632935e-01" nType="1"/>
8805 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1500234603881836e-01" nType="-1"/>
8806 </Node>
8807 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.2545847892761230e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8754775524139404e-01" nType="0">
8808 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8789145946502686e-01" nType="1"/>
8809 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7477458119392395e-01" nType="-1"/>
8810 </Node>
8811 </Node>
8812 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.6299073696136475e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4820680916309357e-01" nType="0">
8813 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.7391171455383301e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5242366194725037e-01" nType="0">
8814 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5215408802032471e-01" nType="1"/>
8815 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8049603104591370e-01" nType="-1"/>
8816 </Node>
8817 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.8243737220764160e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2984387576580048e-01" nType="-1"/>
8818 </Node>
8819 </Node>
8820 </BinaryTree>
8821 <BinaryTree type="DecisionTree" boostWeight="4.6770262509055421e-01" itree="611">
8822 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.2293268203735352e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5047243833541870e-01" nType="0">
8823 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.9055012464523315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8185297250747681e-01" nType="0">
8824 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.9797394275665283e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5447080135345459e-01" nType="0">
8825 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5192028284072876e-01" nType="1"/>
8826 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2695912718772888e-01" nType="-1"/>
8827 </Node>
8828 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.6134710311889648e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3021900057792664e-01" nType="0">
8829 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4302989244461060e-01" nType="1"/>
8830 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6494935154914856e-01" nType="-1"/>
8831 </Node>
8832 </Node>
8833 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2827154994010925e-01" nType="-1"/>
8834 </Node>
8835 </BinaryTree>
8836 <BinaryTree type="DecisionTree" boostWeight="5.9095316706106704e-01" itree="612">
8837 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4529908895492554e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1454428434371948e-01" nType="0">
8838 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6616076231002808e-01" nType="0">
8839 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.2798211537301540e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4396693706512451e-01" nType="1"/>
8840 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3242779076099396e-01" nType="-1"/>
8841 </Node>
8842 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.5472149848937988e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5426065921783447e-01" nType="0">
8843 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.2563650131225586e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9174970388412476e-01" nType="0">
8844 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2489789724349976e-01" nType="1"/>
8845 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0183788537979126e-01" nType="-1"/>
8846 </Node>
8847 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.1133813858032227e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4936733245849609e-01" nType="-1"/>
8848 </Node>
8849 </Node>
8850 </BinaryTree>
8851 <BinaryTree type="DecisionTree" boostWeight="2.5447508523194207e-01" itree="613">
8852 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.2445646524429321e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2974007129669189e-01" nType="0">
8853 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8854 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.0469486236572266e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1456043720245361e-01" nType="0">
8855 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.4570587158203125e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1782940626144409e-01" nType="1"/>
8856 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.4787902832031250e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9283195137977600e-01" nType="-1"/>
8857 </Node>
8858 </Node>
8859 </BinaryTree>
8860 <BinaryTree type="DecisionTree" boostWeight="6.5619575016731035e-01" itree="614">
8861 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7476167678833008e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9486336112022400e-01" nType="0">
8862 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3914729356765747e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4261045455932617e-01" nType="0">
8863 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8864 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.7107808589935303e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4654937982559204e-01" nType="0">
8865 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1779140233993530e-01" nType="1"/>
8866 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6388201117515564e-01" nType="-1"/>
8867 </Node>
8868 </Node>
8869 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.3251902461051941e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6050823330879211e-01" nType="0">
8870 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="8.8950045406818390e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8345536589622498e-01" nType="0">
8871 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4760601520538330e-01" nType="1"/>
8872 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3043520748615265e-01" nType="-1"/>
8873 </Node>
8874 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
8875 </Node>
8876 </Node>
8877 </BinaryTree>
8878 <BinaryTree type="DecisionTree" boostWeight="3.7177968717879945e-01" itree="615">
8879 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3474450111389160e-01" nType="0">
8880 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0273622274398804e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4988021850585938e-01" nType="1"/>
8881 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8553168773651123e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9831983447074890e-01" nType="0">
8882 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.3980354666709900e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6029802560806274e-01" nType="0">
8883 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9078550338745117e-01" nType="1"/>
8884 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4145693182945251e-01" nType="-1"/>
8885 </Node>
8886 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.5724730491638184e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5879692435264587e-01" nType="0">
8887 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3913743495941162e-01" nType="1"/>
8888 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4832889437675476e-01" nType="-1"/>
8889 </Node>
8890 </Node>
8891 </Node>
8892 </BinaryTree>
8893 <BinaryTree type="DecisionTree" boostWeight="2.5244549822801587e-01" itree="616">
8894 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0673968791961670e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5241385698318481e-01" nType="0">
8895 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8896 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.6592360734939575e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2732688784599304e-01" nType="0">
8897 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4066647291183472e-01" nType="1"/>
8898 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.8232759237289429e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0582451224327087e-01" nType="-1"/>
8899 </Node>
8900 </Node>
8901 </BinaryTree>
8902 <BinaryTree type="DecisionTree" boostWeight="3.9296241520303382e-01" itree="617">
8903 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0845838785171509e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8443523049354553e-01" nType="0">
8904 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8905 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.6905758380889893e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6603211760520935e-01" nType="0">
8906 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.5164066553115845e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6079711914062500e-01" nType="0">
8907 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1400111913681030e-01" nType="1"/>
8908 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3420640826225281e-01" nType="-1"/>
8909 </Node>
8910 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.3725949525833130e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9671489596366882e-01" nType="0">
8911 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
8912 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6035084724426270e-01" nType="-1"/>
8913 </Node>
8914 </Node>
8915 </Node>
8916 </BinaryTree>
8917 <BinaryTree type="DecisionTree" boostWeight="2.2294825082646835e-01" itree="618">
8918 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5516093969345093e-01" nType="0">
8919 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.9103569984436035e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8962595462799072e-01" nType="1"/>
8920 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.7314786911010742e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6117190122604370e-01" nType="0">
8921 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4860910177230835e-01" nType="1"/>
8922 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.0330175757408142e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6747024059295654e-01" nType="0">
8923 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1342117786407471e-01" nType="1"/>
8924 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
8925 </Node>
8926 </Node>
8927 </Node>
8928 </BinaryTree>
8929 <BinaryTree type="DecisionTree" boostWeight="3.9724976009101765e-01" itree="619">
8930 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3469371795654297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2135783433914185e-01" nType="0">
8931 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7995028495788574e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8217072486877441e-01" nType="0">
8932 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.2824440374970436e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7941039800643921e-01" nType="0">
8933 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5529253482818604e-01" nType="1"/>
8934 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6763759851455688e-01" nType="-1"/>
8935 </Node>
8936 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1643399000167847e-01" nType="-1"/>
8937 </Node>
8938 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.0640077590942383e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7364712953567505e-01" nType="0">
8939 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.6281726360321045e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7474291324615479e-01" nType="0">
8940 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7364915609359741e-01" nType="1"/>
8941 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9365559816360474e-01" nType="-1"/>
8942 </Node>
8943 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.4399868249893188e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2735687494277954e-02" nType="-1"/>
8944 </Node>
8945 </Node>
8946 </BinaryTree>
8947 <BinaryTree type="DecisionTree" boostWeight="3.6472827368447774e-01" itree="620">
8948 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2070065736770630e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8677995800971985e-01" nType="0">
8949 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.4025820419192314e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3864294290542603e-01" nType="0">
8950 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7075832709670067e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1228235960006714e-01" nType="1"/>
8951 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.2879748139530420e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6610108613967896e-01" nType="-1"/>
8952 </Node>
8953 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8369119167327881e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6567851901054382e-01" nType="0">
8954 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.7404633760452271e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2263817787170410e-01" nType="0">
8955 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1581456661224365e-01" nType="1"/>
8956 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4201386570930481e-01" nType="-1"/>
8957 </Node>
8958 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.8752709031105042e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5958353281021118e-01" nType="-1"/>
8959 </Node>
8960 </Node>
8961 </BinaryTree>
8962 <BinaryTree type="DecisionTree" boostWeight="4.0505156178544544e-01" itree="621">
8963 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8070878982543945e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1992943286895752e-01" nType="0">
8964 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.8229073286056519e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3163825273513794e-01" nType="0">
8965 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8903234004974365e-01" nType="1"/>
8966 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4124823510646820e-01" nType="-1"/>
8967 </Node>
8968 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.4335138797760010e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7666003704071045e-01" nType="0">
8969 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.0914240479469299e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7494791746139526e-01" nType="0">
8970 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5110872983932495e-01" nType="1"/>
8971 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9481207132339478e-01" nType="-1"/>
8972 </Node>
8973 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.3347676992416382e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9018386602401733e-01" nType="-1"/>
8974 </Node>
8975 </Node>
8976 </BinaryTree>
8977 <BinaryTree type="DecisionTree" boostWeight="4.5260008601993401e-01" itree="622">
8978 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3814651966094971e-01" nType="0">
8979 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8609148263931274e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8850106000900269e-01" nType="0">
8980 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.0031502246856689e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7943056821823120e-01" nType="1"/>
8981 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.4025820419192314e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2452507019042969e-01" nType="0">
8982 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8958544731140137e-01" nType="1"/>
8983 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6581885218620300e-01" nType="-1"/>
8984 </Node>
8985 </Node>
8986 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.8245236873626709e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5769400000572205e-01" nType="0">
8987 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.9035475254058838e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0007607936859131e-01" nType="0">
8988 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9028073549270630e-01" nType="1"/>
8989 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4372931122779846e-01" nType="-1"/>
8990 </Node>
8991 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6295009553432465e-02" nType="-1"/>
8992 </Node>
8993 </Node>
8994 </BinaryTree>
8995 <BinaryTree type="DecisionTree" boostWeight="5.0048320377512800e-01" itree="623">
8996 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7552700042724609e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9517568945884705e-01" nType="0">
8997 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.0366489887237549e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6756254434585571e-01" nType="0">
8998 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.2711189687252045e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7449619770050049e-01" nType="0">
8999 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6473101377487183e-01" nType="1"/>
9000 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3278512358665466e-01" nType="-1"/>
9001 </Node>
9002 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9579215347766876e-01" nType="-1"/>
9003 </Node>
9004 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.4564062356948853e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9469030499458313e-01" nType="0">
9005 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.5621604919433594e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8767274618148804e-01" nType="0">
9006 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7270950078964233e-01" nType="1"/>
9007 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7765081524848938e-02" nType="-1"/>
9008 </Node>
9009 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.6836311817169189e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8438397347927094e-01" nType="-1"/>
9010 </Node>
9011 </Node>
9012 </BinaryTree>
9013 <BinaryTree type="DecisionTree" boostWeight="2.5613736315330526e-01" itree="624">
9014 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8854330182075500e-01" nType="0">
9015 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.7929573059082031e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3549206256866455e-01" nType="0">
9016 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.1363507509231567e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8171480894088745e-01" nType="0">
9017 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7711865901947021e-01" nType="1"/>
9018 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8597255349159241e-01" nType="-1"/>
9019 </Node>
9020 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8035941123962402e-01" nType="-1"/>
9021 </Node>
9022 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.8245236873626709e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5604724884033203e-01" nType="0">
9023 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.4564062356948853e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7142851948738098e-01" nType="0">
9024 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0270789861679077e-01" nType="1"/>
9025 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5777322053909302e-01" nType="-1"/>
9026 </Node>
9027 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9349490106105804e-01" nType="-1"/>
9028 </Node>
9029 </Node>
9030 </BinaryTree>
9031 <BinaryTree type="DecisionTree" boostWeight="3.1979074615247521e-01" itree="625">
9032 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8984829187393188e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8879072070121765e-01" nType="0">
9033 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0263463258743286e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1408852338790894e-01" nType="0">
9034 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9035 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.4881731271743774e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4652067422866821e-01" nType="0">
9036 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9037 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8890299201011658e-01" nType="-1"/>
9038 </Node>
9039 </Node>
9040 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1347632408142090e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2746889591217041e-01" nType="0">
9041 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.8627691268920898e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4644513726234436e-01" nType="0">
9042 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6876556873321533e-01" nType="1"/>
9043 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1977608203887939e-01" nType="-1"/>
9044 </Node>
9045 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
9046 </Node>
9047 </Node>
9048 </BinaryTree>
9049 <BinaryTree type="DecisionTree" boostWeight="4.1862768391085514e-01" itree="626">
9050 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2785742282867432e-01" nType="0">
9051 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1445224285125732e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0997235774993896e-01" nType="0">
9052 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9053 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.9775615930557251e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8235716819763184e-01" nType="0">
9054 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8059605360031128e-01" nType="1"/>
9055 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8511857390403748e-01" nType="-1"/>
9056 </Node>
9057 </Node>
9058 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.8065526485443115e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0544176101684570e-01" nType="0">
9059 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.5190625190734863e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8050385713577271e-01" nType="0">
9060 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2612553834915161e-01" nType="1"/>
9061 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5755079984664917e-01" nType="-1"/>
9062 </Node>
9063 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1867591738700867e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3918692767620087e-01" nType="0">
9064 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9662914276123047e-01" nType="1"/>
9065 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
9066 </Node>
9067 </Node>
9068 </Node>
9069 </BinaryTree>
9070 <BinaryTree type="DecisionTree" boostWeight="4.6810590105559702e-01" itree="627">
9071 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7476167678833008e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3676474094390869e-01" nType="0">
9072 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.4735394865274429e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1927517652511597e-01" nType="0">
9073 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.7234038561582565e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8342849016189575e-01" nType="0">
9074 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7798887491226196e-01" nType="1"/>
9075 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9931666254997253e-01" nType="-1"/>
9076 </Node>
9077 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5099962353706360e-01" nType="-1"/>
9078 </Node>
9079 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.8070890903472900e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8299691677093506e-01" nType="0">
9080 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.0646895766258240e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8936644196510315e-01" nType="0">
9081 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4542851448059082e-01" nType="1"/>
9082 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
9083 </Node>
9084 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.3516836166381836e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9980961456894875e-02" nType="-1"/>
9085 </Node>
9086 </Node>
9087 </BinaryTree>
9088 <BinaryTree type="DecisionTree" boostWeight="6.2294740417143091e-01" itree="628">
9089 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.5384941101074219e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2080149054527283e-01" nType="0">
9090 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.5698630809783936e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9468234777450562e-01" nType="1"/>
9091 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5164221525192261e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1254810094833374e-01" nType="0">
9092 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.5788469314575195e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7891664505004883e-01" nType="0">
9093 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8488559722900391e-01" nType="1"/>
9094 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1309022605419159e-02" nType="-1"/>
9095 </Node>
9096 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.5429680347442627e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7007069289684296e-01" nType="-1"/>
9097 </Node>
9098 </Node>
9099 </BinaryTree>
9100 <BinaryTree type="DecisionTree" boostWeight="5.9496265048491737e-01" itree="629">
9101 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0275403261184692e-01" nType="0">
9102 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="7.6966929435729980e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5360125303268433e-01" nType="1"/>
9103 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.6549122333526611e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8854703307151794e-01" nType="0">
9104 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.7025805711746216e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6142708063125610e-01" nType="1"/>
9105 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.0372886657714844e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1626170575618744e-01" nType="-1"/>
9106 </Node>
9107 </Node>
9108 </BinaryTree>
9109 <BinaryTree type="DecisionTree" boostWeight="2.5826707596486120e-01" itree="630">
9110 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0844395160675049e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5870053768157959e-01" nType="0">
9111 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9112 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.2648617029190063e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4156733155250549e-01" nType="0">
9113 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.6257709264755249e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3395947217941284e-01" nType="1"/>
9114 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.6141729354858398e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9063879847526550e-01" nType="-1"/>
9115 </Node>
9116 </Node>
9117 </BinaryTree>
9118 <BinaryTree type="DecisionTree" boostWeight="2.8094500286674579e-01" itree="631">
9119 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9000140428543091e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1902794837951660e-01" nType="0">
9120 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.1126299500465393e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1170482635498047e-01" nType="0">
9121 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.9869892597198486e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2569433450698853e-01" nType="1"/>
9122 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9699835181236267e-01" nType="-1"/>
9123 </Node>
9124 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="6.7102062702178955e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4857055544853210e-01" nType="-1"/>
9125 </Node>
9126 </BinaryTree>
9127 <BinaryTree type="DecisionTree" boostWeight="4.3838032881465422e-01" itree="632">
9128 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.8990933895111084e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8912516236305237e-01" nType="0">
9129 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8053455650806427e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9188467264175415e-01" nType="0">
9130 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.1822512149810791e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7433822154998779e-01" nType="1"/>
9131 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.4266483783721924e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8260537981987000e-01" nType="0">
9132 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4775941371917725e-01" nType="1"/>
9133 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1800701171159744e-01" nType="-1"/>
9134 </Node>
9135 </Node>
9136 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.7079687118530273e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7211620807647705e-01" nType="0">
9137 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0844391584396362e-01" nType="1"/>
9138 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7586255073547363e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8652735650539398e-01" nType="-1"/>
9139 </Node>
9140 </Node>
9141 </BinaryTree>
9142 <BinaryTree type="DecisionTree" boostWeight="3.7547600853941809e-01" itree="633">
9143 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0845838785171509e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9221426844596863e-01" nType="0">
9144 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9145 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.7529209852218628e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7393265962600708e-01" nType="0">
9146 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.5164227485656738e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5408207178115845e-01" nType="0">
9147 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8840918540954590e-01" nType="1"/>
9148 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6963286995887756e-01" nType="-1"/>
9149 </Node>
9150 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.2826698832213879e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3150844871997833e-01" nType="-1"/>
9151 </Node>
9152 </Node>
9153 </BinaryTree>
9154 <BinaryTree type="DecisionTree" boostWeight="3.6614702788165226e-01" itree="634">
9155 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0670465230941772e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5012784004211426e-01" nType="0">
9156 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9157 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8553168773651123e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2298454046249390e-01" nType="0">
9158 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.3046917915344238e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8591496944427490e-01" nType="0">
9159 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9118466377258301e-01" nType="1"/>
9160 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3952682316303253e-01" nType="-1"/>
9161 </Node>
9162 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.7648217678070068e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7569028139114380e-01" nType="-1"/>
9163 </Node>
9164 </Node>
9165 </BinaryTree>
9166 <BinaryTree type="DecisionTree" boostWeight="2.1276591327388017e-01" itree="635">
9167 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.2448917627334595e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5279123783111572e-01" nType="0">
9168 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9169 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1419648170471191e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3635728359222412e-01" nType="0">
9170 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.4330372810363770e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5500113964080811e-01" nType="0">
9171 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9108018875122070e-01" nType="1"/>
9172 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5329055190086365e-01" nType="-1"/>
9173 </Node>
9174 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3451367020606995e-01" nType="-1"/>
9175 </Node>
9176 </Node>
9177 </BinaryTree>
9178 <BinaryTree type="DecisionTree" boostWeight="3.2113498831381815e-01" itree="636">
9179 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0845838785171509e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0038743019104004e-01" nType="0">
9180 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9181 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.5184832811355591e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8304948210716248e-01" nType="0">
9182 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9222031831741333e-01" nType="1"/>
9183 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.3595499098300934e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6655943989753723e-01" nType="0">
9184 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3532843589782715e-01" nType="1"/>
9185 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9420339465141296e-01" nType="-1"/>
9186 </Node>
9187 </Node>
9188 </Node>
9189 </BinaryTree>
9190 <BinaryTree type="DecisionTree" boostWeight="4.5214757925883997e-01" itree="637">
9191 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1266925334930420e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6004691123962402e-01" nType="0">
9192 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0015701055526733e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4506018161773682e-01" nType="0">
9193 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.9679229259490967e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1086629629135132e-01" nType="1"/>
9194 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.1948992013931274e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1449491977691650e-01" nType="0">
9195 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6524368524551392e-01" nType="1"/>
9196 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3053007125854492e-01" nType="-1"/>
9197 </Node>
9198 </Node>
9199 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8500163555145264e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7224262356758118e-01" nType="0">
9200 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.4865641593933105e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8095421791076660e-01" nType="0">
9201 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3378988504409790e-01" nType="1"/>
9202 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5964986383914948e-01" nType="-1"/>
9203 </Node>
9204 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.3533596992492676e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9870601892471313e-01" nType="0">
9205 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9505420923233032e-01" nType="1"/>
9206 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2829541936516762e-02" nType="-1"/>
9207 </Node>
9208 </Node>
9209 </Node>
9210 </BinaryTree>
9211 <BinaryTree type="DecisionTree" boostWeight="1.7880575880196881e-01" itree="638">
9212 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1343533515930176e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1180142164230347e-01" nType="0">
9213 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.3014681339263916e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5076146125793457e-01" nType="0">
9214 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0406985282897949e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0607253313064575e-01" nType="1"/>
9215 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.9748958349227905e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2325218915939331e-01" nType="0">
9216 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7536097764968872e-01" nType="1"/>
9217 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9480673670768738e-01" nType="-1"/>
9218 </Node>
9219 </Node>
9220 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.5396323204040527e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5279628634452820e-02" nType="-1"/>
9221 </Node>
9222 </BinaryTree>
9223 <BinaryTree type="DecisionTree" boostWeight="3.1843174819234071e-01" itree="639">
9224 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8070890903472900e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4235136508941650e-01" nType="0">
9225 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.3552196025848389e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7932782173156738e-01" nType="0">
9226 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5433510541915894e-01" nType="1"/>
9227 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.7901452779769897e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0193959474563599e-01" nType="0">
9228 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6784743070602417e-01" nType="1"/>
9229 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8388294577598572e-01" nType="-1"/>
9230 </Node>
9231 </Node>
9232 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="5.3517971038818359e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1413927674293518e-01" nType="-1"/>
9233 </Node>
9234 </BinaryTree>
9235 <BinaryTree type="DecisionTree" boostWeight="5.4980515343965553e-01" itree="640">
9236 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7374935150146484e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0482151508331299e-01" nType="0">
9237 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.7706705331802368e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0236790180206299e-01" nType="0">
9238 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9985501766204834e-01" nType="1"/>
9239 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="6.4672981388866901e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6016218662261963e-01" nType="0">
9240 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8101811408996582e-01" nType="1"/>
9241 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5714500546455383e-01" nType="-1"/>
9242 </Node>
9243 </Node>
9244 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.8065531253814697e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0360600352287292e-01" nType="0">
9245 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.5181274414062500e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3680486679077148e-01" nType="0">
9246 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2348932027816772e-01" nType="1"/>
9247 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6104471087455750e-01" nType="-1"/>
9248 </Node>
9249 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="3.5555687546730042e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8625254929065704e-01" nType="0">
9250 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5892478227615356e-01" nType="1"/>
9251 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9695869684219360e-02" nType="-1"/>
9252 </Node>
9253 </Node>
9254 </Node>
9255 </BinaryTree>
9256 <BinaryTree type="DecisionTree" boostWeight="2.9634367444044019e-01" itree="641">
9257 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.7098255157470703e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7555323839187622e-01" nType="0">
9258 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="9.5171350240707397e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0603857040405273e-01" nType="0">
9259 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0594807863235474e-01" nType="1"/>
9260 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.2490346431732178e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9584826231002808e-01" nType="0">
9261 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2888669967651367e-01" nType="1"/>
9262 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9157694578170776e-01" nType="-1"/>
9263 </Node>
9264 </Node>
9265 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5236589431762695e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0381944775581360e-01" nType="0">
9266 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4048854112625122e-01" nType="1"/>
9267 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.3417558670043945e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6481065750122070e-01" nType="-1"/>
9268 </Node>
9269 </Node>
9270 </BinaryTree>
9271 <BinaryTree type="DecisionTree" boostWeight="4.0184062061666659e-01" itree="642">
9272 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6605247259140015e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4292321205139160e-01" nType="0">
9273 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.5181533098220825e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7034784555435181e-01" nType="0">
9274 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4394696950912476e-01" nType="1"/>
9275 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="8.2196472212672234e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5300748944282532e-01" nType="0">
9276 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0940676927566528e-01" nType="1"/>
9277 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4054818749427795e-01" nType="-1"/>
9278 </Node>
9279 </Node>
9280 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.7636359930038452e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8090711534023285e-01" nType="-1"/>
9281 </Node>
9282 </BinaryTree>
9283 <BinaryTree type="DecisionTree" boostWeight="1.9881713316520080e-01" itree="643">
9284 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4274559020996094e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5415866374969482e-01" nType="0">
9285 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3551492691040039e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7105684876441956e-01" nType="0">
9286 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.7531820535659790e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3583914041519165e-01" nType="0">
9287 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5638893842697144e-01" nType="1"/>
9288 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7650331258773804e-01" nType="-1"/>
9289 </Node>
9290 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.8243737220764160e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9883115887641907e-01" nType="-1"/>
9291 </Node>
9292 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5503007471561432e-02" nType="-1"/>
9293 </Node>
9294 </BinaryTree>
9295 <BinaryTree type="DecisionTree" boostWeight="4.6335911011647196e-01" itree="644">
9296 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.8896226882934570e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4309237599372864e-01" nType="0">
9297 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.0760288238525391e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1656615734100342e-01" nType="0">
9298 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.9596592187881470e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5070852041244507e-01" nType="0">
9299 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1437113285064697e-01" nType="1"/>
9300 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7529448866844177e-01" nType="-1"/>
9301 </Node>
9302 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.9179368019104004e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4822573661804199e-01" nType="0">
9303 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1042600870132446e-01" nType="1"/>
9304 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3162057995796204e-01" nType="-1"/>
9305 </Node>
9306 </Node>
9307 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7531611919403076e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6277571320533752e-01" nType="0">
9308 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4145657539367676e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0523024797439575e-01" nType="0">
9309 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6335479021072388e-01" nType="1"/>
9310 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5124757587909698e-01" nType="-1"/>
9311 </Node>
9312 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2883007526397705e-01" nType="-1"/>
9313 </Node>
9314 </Node>
9315 </BinaryTree>
9316 <BinaryTree type="DecisionTree" boostWeight="3.1152624498350667e-01" itree="645">
9317 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7508169412612915e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9385821819305420e-01" nType="0">
9318 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.7106308937072754e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7236206531524658e-01" nType="0">
9319 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.0673751831054688e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0061788558959961e-01" nType="1"/>
9320 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5985091477632523e-02" nType="-1"/>
9321 </Node>
9322 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="7.6607726514339447e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8497334718704224e-01" nType="0">
9323 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.1499315276741982e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5424106717109680e-01" nType="0">
9324 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8346786499023438e-01" nType="1"/>
9325 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1365299224853516e-01" nType="-1"/>
9326 </Node>
9327 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.1119916345924139e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8997197747230530e-01" nType="-1"/>
9328 </Node>
9329 </Node>
9330 </BinaryTree>
9331 <BinaryTree type="DecisionTree" boostWeight="5.3395014040924604e-01" itree="646">
9332 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2070065736770630e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4239511489868164e-01" nType="0">
9333 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0004229545593262e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2776273488998413e-01" nType="0">
9334 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.5429950952529907e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8806123733520508e-01" nType="1"/>
9335 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.0592654347419739e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3758288025856018e-01" nType="0">
9336 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6489245891571045e-01" nType="1"/>
9337 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0034769177436829e-01" nType="-1"/>
9338 </Node>
9339 </Node>
9340 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5164191722869873e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7823975086212158e-01" nType="0">
9341 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.1589117646217346e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3691375255584717e-01" nType="0">
9342 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7260297536849976e-01" nType="1"/>
9343 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2990723401308060e-02" nType="-1"/>
9344 </Node>
9345 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.2918682098388672e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0052378773689270e-01" nType="0">
9346 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9132813215255737e-01" nType="1"/>
9347 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0278325676918030e-01" nType="-1"/>
9348 </Node>
9349 </Node>
9350 </Node>
9351 </BinaryTree>
9352 <BinaryTree type="DecisionTree" boostWeight="4.2736346326145574e-01" itree="647">
9353 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9032789468765259e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9589658379554749e-01" nType="0">
9354 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.9459606409072876e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0466656684875488e-01" nType="0">
9355 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.3853091001510620e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3763579130172729e-01" nType="1"/>
9356 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.0890140533447266e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3365910649299622e-01" nType="0">
9357 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1942002773284912e-01" nType="1"/>
9358 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1086289584636688e-01" nType="-1"/>
9359 </Node>
9360 </Node>
9361 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.0923643112182617e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1501977741718292e-01" nType="0">
9362 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4281833171844482e-01" nType="1"/>
9363 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.2251050949096680e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5375061333179474e-01" nType="-1"/>
9364 </Node>
9365 </Node>
9366 </BinaryTree>
9367 <BinaryTree type="DecisionTree" boostWeight="5.2154527097567416e-01" itree="648">
9368 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6491688489913940e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2116829156875610e-01" nType="0">
9369 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.6213093996047974e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6645202636718750e-01" nType="0">
9370 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0892710685729980e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0327212810516357e-01" nType="1"/>
9371 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="5.9378277510404587e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8289602994918823e-01" nType="0">
9372 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7374670505523682e-01" nType="1"/>
9373 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9799914360046387e-01" nType="-1"/>
9374 </Node>
9375 </Node>
9376 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.7636359930038452e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8895894065499306e-02" nType="-1"/>
9377 </Node>
9378 </BinaryTree>
9379 <BinaryTree type="DecisionTree" boostWeight="3.7745457938828125e-01" itree="649">
9380 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.7825486660003662e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7477302551269531e-01" nType="0">
9381 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3737342834472656e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1951577663421631e-01" nType="0">
9382 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.0967764854431152e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9566160440444946e-01" nType="1"/>
9383 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9081994891166687e-01" nType="-1"/>
9384 </Node>
9385 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="6.1941868066787720e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2620871067047119e-01" nType="-1"/>
9386 </Node>
9387 </BinaryTree>
9388 <BinaryTree type="DecisionTree" boostWeight="3.2935389151920391e-01" itree="650">
9389 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0838913917541504e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6429130434989929e-01" nType="0">
9390 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9391 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.2292494773864746e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4232451915740967e-01" nType="0">
9392 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.1184669733047485e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3399974107742310e-01" nType="0">
9393 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0450214147567749e-01" nType="1"/>
9394 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8297864794731140e-01" nType="-1"/>
9395 </Node>
9396 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.6102195978164673e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2909661531448364e-01" nType="0">
9397 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6252008676528931e-01" nType="1"/>
9398 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8684821724891663e-01" nType="-1"/>
9399 </Node>
9400 </Node>
9401 </Node>
9402 </BinaryTree>
9403 <BinaryTree type="DecisionTree" boostWeight="3.1312003149715945e-01" itree="651">
9404 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6583375334739685e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7087952494621277e-01" nType="0">
9405 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9578958749771118e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0584560632705688e-01" nType="0">
9406 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9407 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.6336255073547363e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5808857679367065e-01" nType="0">
9408 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2908742427825928e-01" nType="1"/>
9409 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5608385503292084e-02" nType="-1"/>
9410 </Node>
9411 </Node>
9412 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.7405973076820374e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9496896564960480e-02" nType="-1"/>
9413 </Node>
9414 </BinaryTree>
9415 <BinaryTree type="DecisionTree" boostWeight="2.2792456374294395e-01" itree="652">
9416 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3322921752929688e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4862198829650879e-01" nType="0">
9417 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.3867117166519165e-01" nType="1"/>
9418 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9030500650405884e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3225657939910889e-01" nType="0">
9419 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4463248252868652e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0621485710144043e-01" nType="0">
9420 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4874057769775391e-01" nType="1"/>
9421 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8986902832984924e-01" nType="-1"/>
9422 </Node>
9423 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.9205437898635864e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7443820238113403e-01" nType="0">
9424 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7428147792816162e-01" nType="1"/>
9425 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2722826898097992e-01" nType="-1"/>
9426 </Node>
9427 </Node>
9428 </Node>
9429 </BinaryTree>
9430 <BinaryTree type="DecisionTree" boostWeight="5.8137040819442576e-01" itree="653">
9431 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177608728408813e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1478946805000305e-01" nType="0">
9432 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.0553827583789825e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7686525583267212e-01" nType="0">
9433 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.0509427785873413e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4699172973632812e-01" nType="0">
9434 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2793775796890259e-01" nType="1"/>
9435 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7104928493499756e-01" nType="-1"/>
9436 </Node>
9437 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6779139935970306e-02" nType="-1"/>
9438 </Node>
9439 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.0650999546051025e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8360992670059204e-01" nType="0">
9440 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8248852491378784e-01" nType="1"/>
9441 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.0572149157524109e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3566572368144989e-01" nType="0">
9442 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0593134164810181e-01" nType="1"/>
9443 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9183023273944855e-01" nType="-1"/>
9444 </Node>
9445 </Node>
9446 </Node>
9447 </BinaryTree>
9448 <BinaryTree type="DecisionTree" boostWeight="4.4342072513142744e-01" itree="654">
9449 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2995107173919678e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7485587000846863e-01" nType="0">
9450 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9451 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9035483598709106e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3587127327919006e-01" nType="0">
9452 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.3227883577346802e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4612410068511963e-01" nType="0">
9453 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5414744615554810e-01" nType="1"/>
9454 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9765677452087402e-01" nType="-1"/>
9455 </Node>
9456 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7727169990539551e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8980323672294617e-01" nType="-1"/>
9457 </Node>
9458 </Node>
9459 </BinaryTree>
9460 <BinaryTree type="DecisionTree" boostWeight="3.9630992870369658e-01" itree="655">
9461 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.0282855033874512e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6461740136146545e-01" nType="0">
9462 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.8305225372314453e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2007800340652466e-01" nType="0">
9463 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9464 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1172117292881012e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8763605952262878e-01" nType="0">
9465 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4069148302078247e-01" nType="1"/>
9466 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0698269009590149e-01" nType="-1"/>
9467 </Node>
9468 </Node>
9469 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.0234700888395309e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4579240009188652e-02" nType="-1"/>
9470 </Node>
9471 </BinaryTree>
9472 <BinaryTree type="DecisionTree" boostWeight="4.1808894637312927e-01" itree="656">
9473 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8934486508369446e-01" nType="0">
9474 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.6413784027099609e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4636641740798950e-01" nType="0">
9475 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7390716075897217e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6234662532806396e-01" nType="1"/>
9476 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.5345039367675781e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3418645858764648e-01" nType="0">
9477 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5945140123367310e-01" nType="1"/>
9478 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7601770162582397e-01" nType="-1"/>
9479 </Node>
9480 </Node>
9481 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7125597000122070e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7206721305847168e-01" nType="0">
9482 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8082216382026672e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6332013607025146e-01" nType="0">
9483 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8465368747711182e-01" nType="1"/>
9484 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2659965753555298e-01" nType="-1"/>
9485 </Node>
9486 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.2746660113334656e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3715149760246277e-01" nType="-1"/>
9487 </Node>
9488 </Node>
9489 </BinaryTree>
9490 <BinaryTree type="DecisionTree" boostWeight="3.2390937368445305e-01" itree="657">
9491 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7492666244506836e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4254878163337708e-01" nType="0">
9492 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.6530361175537109e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1163407564163208e-01" nType="0">
9493 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0352083481848240e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0432713031768799e-01" nType="1"/>
9494 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6202042698860168e-01" nType="-1"/>
9495 </Node>
9496 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8500175476074219e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5016423463821411e-01" nType="0">
9497 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.4854636192321777e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8767045140266418e-01" nType="0">
9498 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4238867759704590e-01" nType="1"/>
9499 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1969701647758484e-01" nType="-1"/>
9500 </Node>
9501 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.0835427045822144e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2259479165077209e-01" nType="-1"/>
9502 </Node>
9503 </Node>
9504 </BinaryTree>
9505 <BinaryTree type="DecisionTree" boostWeight="3.7138893442218546e-01" itree="658">
9506 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1220070123672485e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7743794322013855e-01" nType="0">
9507 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0008949041366577e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4687061309814453e-01" nType="0">
9508 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9509 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.5961880683898926e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9797114133834839e-01" nType="0">
9510 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1958819627761841e-01" nType="1"/>
9511 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7630271911621094e-01" nType="-1"/>
9512 </Node>
9513 </Node>
9514 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4487259387969971e-01" nType="0">
9515 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.0854501724243164e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1364338994026184e-01" nType="0">
9516 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4116678237915039e-01" nType="1"/>
9517 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3047046363353729e-01" nType="-1"/>
9518 </Node>
9519 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.1138538122177124e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1873088181018829e-01" nType="-1"/>
9520 </Node>
9521 </Node>
9522 </BinaryTree>
9523 <BinaryTree type="DecisionTree" boostWeight="3.6807862527820828e-01" itree="659">
9524 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4517155885696411e-01" nType="0">
9525 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.8427250906825066e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7846560478210449e-01" nType="0">
9526 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.9717435836791992e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9094803333282471e-01" nType="1"/>
9527 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1307052969932556e-01" nType="-1"/>
9528 </Node>
9529 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.6141734123229980e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4089189171791077e-01" nType="0">
9530 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.5314831733703613e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6221712231636047e-01" nType="0">
9531 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4273071289062500e-01" nType="1"/>
9532 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9390808343887329e-01" nType="-1"/>
9533 </Node>
9534 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
9535 </Node>
9536 </Node>
9537 </BinaryTree>
9538 <BinaryTree type="DecisionTree" boostWeight="4.2968951233103708e-01" itree="660">
9539 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1487654447555542e-01" nType="0">
9540 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.4138210117816925e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6500190496444702e-01" nType="0">
9541 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3824065923690796e-01" nType="1"/>
9542 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.7920529469847679e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9858782291412354e-01" nType="-1"/>
9543 </Node>
9544 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9035469293594360e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5468739271163940e-01" nType="0">
9545 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.9499690532684326e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1331001520156860e-01" nType="0">
9546 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0822829008102417e-01" nType="1"/>
9547 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8067468702793121e-01" nType="-1"/>
9548 </Node>
9549 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.6460535526275635e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1496305763721466e-02" nType="-1"/>
9550 </Node>
9551 </Node>
9552 </BinaryTree>
9553 <BinaryTree type="DecisionTree" boostWeight="3.3324444714299734e-01" itree="661">
9554 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8459360599517822e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0452941656112671e-01" nType="0">
9555 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.3072925806045532e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5439901351928711e-01" nType="0">
9556 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4760178327560425e-01" nType="1"/>
9557 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.9946991801261902e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2712262272834778e-01" nType="0">
9558 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5823119878768921e-01" nType="1"/>
9559 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4355679154396057e-01" nType="-1"/>
9560 </Node>
9561 </Node>
9562 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.9679229259490967e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8670769333839417e-01" nType="0">
9563 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8134323358535767e-01" nType="1"/>
9564 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2535439804196358e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1045836210250854e-01" nType="0">
9565 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6549763679504395e-01" nType="1"/>
9566 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2649876773357391e-01" nType="-1"/>
9567 </Node>
9568 </Node>
9569 </Node>
9570 </BinaryTree>
9571 <BinaryTree type="DecisionTree" boostWeight="3.5043429236921825e-01" itree="662">
9572 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.2293268203735352e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3887820839881897e-01" nType="0">
9573 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.5898097038269043e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6673808097839355e-01" nType="1"/>
9574 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1706236600875854e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9582833647727966e-01" nType="0">
9575 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.2789644002914429e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2593296766281128e-01" nType="0">
9576 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9577 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7938168048858643e-01" nType="-1"/>
9578 </Node>
9579 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7624332904815674e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6835757493972778e-01" nType="-1"/>
9580 </Node>
9581 </Node>
9582 </BinaryTree>
9583 <BinaryTree type="DecisionTree" boostWeight="3.0989245730887421e-01" itree="663">
9584 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6583375334739685e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3114265203475952e-01" nType="0">
9585 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.9817322045564651e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5776393413543701e-01" nType="0">
9586 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5206843614578247e-01" nType="1"/>
9587 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.2774133831262589e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5047679543495178e-01" nType="0">
9588 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4763299226760864e-01" nType="1"/>
9589 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0914828777313232e-01" nType="-1"/>
9590 </Node>
9591 </Node>
9592 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.5177608728408813e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3946041464805603e-01" nType="-1"/>
9593 </Node>
9594 </BinaryTree>
9595 <BinaryTree type="DecisionTree" boostWeight="3.9354990390615208e-01" itree="664">
9596 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7803493738174438e-01" nType="0">
9597 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.0378311388194561e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3097139596939087e-01" nType="0">
9598 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.9975399598479271e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0716564655303955e-01" nType="1"/>
9599 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="6.5188310109078884e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7706397771835327e-01" nType="0">
9600 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9601 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3826941251754761e-01" nType="-1"/>
9602 </Node>
9603 </Node>
9604 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9035469293594360e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1340222358703613e-01" nType="0">
9605 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0725940465927124e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9297335147857666e-01" nType="1"/>
9606 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7727169990539551e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9977947473526001e-01" nType="-1"/>
9607 </Node>
9608 </Node>
9609 </BinaryTree>
9610 <BinaryTree type="DecisionTree" boostWeight="3.4160780559929554e-01" itree="665">
9611 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2929548025131226e-01" nType="0">
9612 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0008949041366577e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7496893405914307e-01" nType="0">
9613 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9614 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.1820067167282104e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3205054998397827e-01" nType="0">
9615 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0327672958374023e-01" nType="1"/>
9616 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4965687990188599e-01" nType="-1"/>
9617 </Node>
9618 </Node>
9619 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.7313272953033447e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2652214169502258e-01" nType="-1"/>
9620 </Node>
9621 </BinaryTree>
9622 <BinaryTree type="DecisionTree" boostWeight="2.3075355878632944e-01" itree="666">
9623 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0672146081924438e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2221375703811646e-01" nType="0">
9624 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9625 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.1355667114257812e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0176805257797241e-01" nType="0">
9626 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.8397926092147827e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7242264747619629e-01" nType="1"/>
9627 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.9000133275985718e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5002111792564392e-01" nType="0">
9628 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4445272684097290e-01" nType="1"/>
9629 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1525205969810486e-01" nType="-1"/>
9630 </Node>
9631 </Node>
9632 </Node>
9633 </BinaryTree>
9634 <BinaryTree type="DecisionTree" boostWeight="3.5774009769558435e-01" itree="667">
9635 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8369107246398926e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8135128021240234e-01" nType="0">
9636 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.4859434366226196e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2784343957901001e-01" nType="0">
9637 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.0402934551239014e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9743912220001221e-01" nType="1"/>
9638 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4032248258590698e-01" nType="0">
9639 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0765951871871948e-01" nType="1"/>
9640 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4571972489356995e-01" nType="-1"/>
9641 </Node>
9642 </Node>
9643 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.4544239044189453e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3218588829040527e-01" nType="0">
9644 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5451506376266479e-01" nType="1"/>
9645 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.9038809537887573e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2025456428527832e-01" nType="-1"/>
9646 </Node>
9647 </Node>
9648 </BinaryTree>
9649 <BinaryTree type="DecisionTree" boostWeight="3.0962813471845030e-01" itree="668">
9650 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6605247259140015e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4947715997695923e-01" nType="0">
9651 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.1409920901060104e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7087528705596924e-01" nType="0">
9652 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5894079208374023e-01" nType="1"/>
9653 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.5795857906341553e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1840418577194214e-01" nType="0">
9654 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6577816009521484e-01" nType="1"/>
9655 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9601388573646545e-01" nType="-1"/>
9656 </Node>
9657 </Node>
9658 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.3231914043426514e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3134328424930573e-01" nType="-1"/>
9659 </Node>
9660 </BinaryTree>
9661 <BinaryTree type="DecisionTree" boostWeight="2.9762204902610673e-01" itree="669">
9662 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="9.4457674026489258e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7390171885490417e-01" nType="0">
9663 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4639263153076172e-01" nType="1"/>
9664 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.3513575494289398e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5646905899047852e-01" nType="0">
9665 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.8344335556030273e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5510886907577515e-01" nType="0">
9666 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0380523204803467e-01" nType="1"/>
9667 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2806312143802643e-01" nType="-1"/>
9668 </Node>
9669 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.1593761891126633e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0580347180366516e-01" nType="-1"/>
9670 </Node>
9671 </Node>
9672 </BinaryTree>
9673 <BinaryTree type="DecisionTree" boostWeight="2.7613105766913415e-01" itree="670">
9674 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4954794645309448e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3901112675666809e-01" nType="0">
9675 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3523861765861511e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0380825996398926e-01" nType="0">
9676 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4236940145492554e-01" nType="1"/>
9677 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.9326584339141846e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8513108491897583e-01" nType="0">
9678 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2029573917388916e-01" nType="1"/>
9679 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1878413856029510e-01" nType="-1"/>
9680 </Node>
9681 </Node>
9682 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.1109108924865723e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7231749296188354e-01" nType="0">
9683 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7522003650665283e-01" nType="1"/>
9684 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.2707511901855469e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2985940575599670e-01" nType="0">
9685 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4981180429458618e-01" nType="1"/>
9686 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9817131161689758e-01" nType="-1"/>
9687 </Node>
9688 </Node>
9689 </Node>
9690 </BinaryTree>
9691 <BinaryTree type="DecisionTree" boostWeight="4.1808656979399339e-01" itree="671">
9692 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164197683334351e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1139351129531860e-01" nType="0">
9693 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="3.0560642480850220e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9439125061035156e-01" nType="1"/>
9694 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.2400444746017456e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5267683267593384e-01" nType="0">
9695 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4520095586776733e-01" nType="1"/>
9696 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.1220070123672485e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3753868937492371e-01" nType="-1"/>
9697 </Node>
9698 </Node>
9699 </BinaryTree>
9700 <BinaryTree type="DecisionTree" boostWeight="3.5829827494786431e-01" itree="672">
9701 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6586686372756958e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0021791458129883e-01" nType="0">
9702 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.7956156730651855e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3384298086166382e-01" nType="0">
9703 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4445530176162720e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8637380599975586e-01" nType="0">
9704 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8786635398864746e-01" nType="1"/>
9705 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4183364510536194e-01" nType="-1"/>
9706 </Node>
9707 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.1980895996093750e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5192868113517761e-01" nType="-1"/>
9708 </Node>
9709 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.8881415724754333e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0194098204374313e-01" nType="-1"/>
9710 </Node>
9711 </BinaryTree>
9712 <BinaryTree type="DecisionTree" boostWeight="4.4289046277213018e-01" itree="673">
9713 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9834364652633667e-01" nType="0">
9714 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="9.3558346852660179e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3560009002685547e-01" nType="0">
9715 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.4161969423294067e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0805939435958862e-01" nType="1"/>
9716 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="8.9185392856597900e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9883300065994263e-01" nType="0">
9717 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9863545894622803e-01" nType="1"/>
9718 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8529601693153381e-01" nType="-1"/>
9719 </Node>
9720 </Node>
9721 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.7825462818145752e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7415349483489990e-01" nType="0">
9722 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2900348901748657e-01" nType="1"/>
9723 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.7971143126487732e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0590492486953735e-01" nType="-1"/>
9724 </Node>
9725 </Node>
9726 </BinaryTree>
9727 <BinaryTree type="DecisionTree" boostWeight="5.0548266174525835e-01" itree="674">
9728 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7270429134368896e-01" nType="0">
9729 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.4760311469435692e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7882732152938843e-01" nType="0">
9730 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="7.2857509367167950e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3988751173019409e-01" nType="0">
9731 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9420012235641479e-01" nType="1"/>
9732 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9575833082199097e-01" nType="-1"/>
9733 </Node>
9734 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8539586067199707e-01" nType="-1"/>
9735 </Node>
9736 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.6925032734870911e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1355299949645996e-01" nType="0">
9737 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.8113767504692078e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4887779951095581e-01" nType="0">
9738 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6908602714538574e-01" nType="1"/>
9739 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
9740 </Node>
9741 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1566547304391861e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5987487435340881e-01" nType="0">
9742 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7520055770874023e-01" nType="1"/>
9743 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0105092227458954e-01" nType="-1"/>
9744 </Node>
9745 </Node>
9746 </Node>
9747 </BinaryTree>
9748 <BinaryTree type="DecisionTree" boostWeight="2.9052229739307806e-01" itree="675">
9749 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.6976658105850220e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1660585403442383e-01" nType="0">
9750 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3977495022118092e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6709665060043335e-01" nType="0">
9751 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7075832709670067e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1883145570755005e-01" nType="1"/>
9752 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.1457287073135376e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0080740451812744e-01" nType="0">
9753 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3256231546401978e-01" nType="1"/>
9754 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0214082300662994e-01" nType="-1"/>
9755 </Node>
9756 </Node>
9757 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.7771370410919189e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4771126508712769e-01" nType="0">
9758 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="3.6439630389213562e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9845943450927734e-01" nType="0">
9759 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9583539962768555e-01" nType="1"/>
9760 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5659835338592529e-01" nType="-1"/>
9761 </Node>
9762 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
9763 </Node>
9764 </Node>
9765 </BinaryTree>
9766 <BinaryTree type="DecisionTree" boostWeight="4.1614764192555481e-01" itree="676">
9767 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7477259635925293e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7717955708503723e-01" nType="0">
9768 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.6498408317565918e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1990805864334106e-01" nType="0">
9769 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6211973428726196e-01" nType="1"/>
9770 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.1774847030639648e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2246332168579102e-01" nType="0">
9771 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9691029787063599e-01" nType="1"/>
9772 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3606576323509216e-01" nType="-1"/>
9773 </Node>
9774 </Node>
9775 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.0332792997360229e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3978169560432434e-01" nType="0">
9776 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.4760311469435692e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0883382558822632e-01" nType="0">
9777 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8395072221755981e-01" nType="1"/>
9778 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9530313014984131e-01" nType="-1"/>
9779 </Node>
9780 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.0301289558410645e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4232744574546814e-01" nType="0">
9781 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3355052471160889e-01" nType="1"/>
9782 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4635458588600159e-01" nType="-1"/>
9783 </Node>
9784 </Node>
9785 </Node>
9786 </BinaryTree>
9787 <BinaryTree type="DecisionTree" boostWeight="3.8764416035433119e-01" itree="677">
9788 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3300063133239746e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9512406587600708e-01" nType="0">
9789 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.2666257619857788e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1437243223190308e-01" nType="0">
9790 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.9038056135177612e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9697958230972290e-01" nType="0">
9791 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7015852928161621e-01" nType="1"/>
9792 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4539910554885864e-01" nType="-1"/>
9793 </Node>
9794 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.7055926322937012e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0887781381607056e-01" nType="0">
9795 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0598700046539307e-01" nType="1"/>
9796 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2596781253814697e-01" nType="-1"/>
9797 </Node>
9798 </Node>
9799 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9899404048919678e-01" nType="-1"/>
9800 </Node>
9801 </BinaryTree>
9802 <BinaryTree type="DecisionTree" boostWeight="4.2845591766187002e-01" itree="678">
9803 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8347416520118713e-01" nType="0">
9804 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.1943399906158447e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9803920984268188e-01" nType="0">
9805 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="6.9694099947810173e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0788061618804932e-01" nType="0">
9806 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4189438819885254e-01" nType="1"/>
9807 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7890520095825195e-01" nType="-1"/>
9808 </Node>
9809 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.6700600981712341e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5026553273200989e-01" nType="0">
9810 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4244822263717651e-01" nType="1"/>
9811 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3697074353694916e-01" nType="-1"/>
9812 </Node>
9813 </Node>
9814 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="7.6328665018081665e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1625187397003174e-01" nType="-1"/>
9815 </Node>
9816 </BinaryTree>
9817 <BinaryTree type="DecisionTree" boostWeight="5.5804666771196387e-01" itree="679">
9818 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7531820535659790e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6223037242889404e-01" nType="0">
9819 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.3558346852660179e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3259499073028564e-01" nType="1"/>
9820 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7581896781921387e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3855049610137939e-01" nType="0">
9821 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.7970955371856689e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1197775602340698e-01" nType="0">
9822 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8413144350051880e-01" nType="1"/>
9823 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8989108800888062e-01" nType="-1"/>
9824 </Node>
9825 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.4911613464355469e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4532254636287689e-01" nType="-1"/>
9826 </Node>
9827 </Node>
9828 </BinaryTree>
9829 <BinaryTree type="DecisionTree" boostWeight="5.0791321846955639e-01" itree="680">
9830 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2899587154388428e-01" nType="0">
9831 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.4862611666321754e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7298090457916260e-01" nType="0">
9832 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0218067169189453e-01" nType="1"/>
9833 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.3143067248165607e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1359030008316040e-01" nType="0">
9834 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3898363113403320e-01" nType="1"/>
9835 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0876642465591431e-01" nType="-1"/>
9836 </Node>
9837 </Node>
9838 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.8912762403488159e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0785688757896423e-01" nType="-1"/>
9839 </Node>
9840 </BinaryTree>
9841 <BinaryTree type="DecisionTree" boostWeight="3.6793176339235384e-01" itree="681">
9842 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.3014681339263916e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7445225715637207e-01" nType="0">
9843 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.5164066553115845e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2602702379226685e-01" nType="0">
9844 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.1390026211738586e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2533539533615112e-01" nType="0">
9845 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5057523250579834e-01" nType="1"/>
9846 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3838313221931458e-01" nType="-1"/>
9847 </Node>
9848 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8636488914489746e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5674747228622437e-01" nType="0">
9849 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0697422027587891e-01" nType="1"/>
9850 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2898569107055664e-01" nType="-1"/>
9851 </Node>
9852 </Node>
9853 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.7785178422927856e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8318536281585693e-01" nType="0">
9854 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9855 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1514536142349243e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1972837150096893e-01" nType="-1"/>
9856 </Node>
9857 </Node>
9858 </BinaryTree>
9859 <BinaryTree type="DecisionTree" boostWeight="2.9679262927740624e-01" itree="682">
9860 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7373492717742920e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6259524822235107e-01" nType="0">
9861 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2535439804196358e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7129814624786377e-01" nType="0">
9862 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="9.5719527453184128e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2581645250320435e-01" nType="0">
9863 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5109409093856812e-01" nType="1"/>
9864 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4787713885307312e-01" nType="-1"/>
9865 </Node>
9866 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.4231173098087311e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8440828323364258e-01" nType="0">
9867 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9737571477890015e-01" nType="1"/>
9868 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7987589240074158e-01" nType="-1"/>
9869 </Node>
9870 </Node>
9871 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5177596807479858e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0254184007644653e-01" nType="0">
9872 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.9794290661811829e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9113132953643799e-01" nType="1"/>
9873 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.4842809438705444e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3509466052055359e-01" nType="-1"/>
9874 </Node>
9875 </Node>
9876 </BinaryTree>
9877 <BinaryTree type="DecisionTree" boostWeight="2.8434769405804078e-01" itree="683">
9878 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2979639768600464e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7230470180511475e-01" nType="0">
9879 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9880 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.4130239486694336e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4146624207496643e-01" nType="0">
9881 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.8120921850204468e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0276452302932739e-01" nType="0">
9882 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4226714372634888e-01" nType="1"/>
9883 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2584168612957001e-01" nType="-1"/>
9884 </Node>
9885 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0404016971588135e-01" nType="-1"/>
9886 </Node>
9887 </Node>
9888 </BinaryTree>
9889 <BinaryTree type="DecisionTree" boostWeight="4.0672018977198698e-01" itree="684">
9890 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7547323703765869e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2134419083595276e-01" nType="0">
9891 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.0446054637432098e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1474454402923584e-01" nType="0">
9892 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5614430904388428e-01" nType="1"/>
9893 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.0823138989508152e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8253473043441772e-01" nType="0">
9894 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8216582536697388e-01" nType="1"/>
9895 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4885903596878052e-01" nType="-1"/>
9896 </Node>
9897 </Node>
9898 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.8500175476074219e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9094302654266357e-01" nType="-1"/>
9899 </Node>
9900 </BinaryTree>
9901 <BinaryTree type="DecisionTree" boostWeight="3.7868968751195153e-01" itree="685">
9902 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6586686372756958e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8745288848876953e-01" nType="0">
9903 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3904817104339600e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2241071462631226e-01" nType="0">
9904 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="5.8316576480865479e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7151644229888916e-01" nType="1"/>
9905 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="5.9415882825851440e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3592383861541748e-01" nType="0">
9906 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8632546663284302e-01" nType="1"/>
9907 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2047131657600403e-01" nType="-1"/>
9908 </Node>
9909 </Node>
9910 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.1227456480264664e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1064731329679489e-01" nType="-1"/>
9911 </Node>
9912 </BinaryTree>
9913 <BinaryTree type="DecisionTree" boostWeight="2.9098984128773858e-01" itree="686">
9914 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.9001059532165527e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9986034631729126e-01" nType="0">
9915 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0400407947599888e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5113856792449951e-01" nType="1"/>
9916 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5192711830139160e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5869126915931702e-01" nType="0">
9917 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.1984374523162842e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7923123836517334e-01" nType="0">
9918 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5847653150558472e-01" nType="1"/>
9919 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1177031397819519e-01" nType="-1"/>
9920 </Node>
9921 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6007418334484100e-02" nType="-1"/>
9922 </Node>
9923 </Node>
9924 </BinaryTree>
9925 <BinaryTree type="DecisionTree" boostWeight="3.3216256240197362e-01" itree="687">
9926 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2037211656570435e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4389882683753967e-01" nType="0">
9927 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9775594472885132e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1609444618225098e-01" nType="0">
9928 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7387660741806030e-01" nType="1"/>
9929 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.1798923611640930e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8701906204223633e-01" nType="0">
9930 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5047672986984253e-01" nType="1"/>
9931 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0116098523139954e-01" nType="-1"/>
9932 </Node>
9933 </Node>
9934 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.6036443114280701e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6105991005897522e-01" nType="0">
9935 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.7549207806587219e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9859894514083862e-01" nType="0">
9936 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5406543016433716e-01" nType="1"/>
9937 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0455806553363800e-01" nType="-1"/>
9938 </Node>
9939 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
9940 </Node>
9941 </Node>
9942 </BinaryTree>
9943 <BinaryTree type="DecisionTree" boostWeight="2.6124169131710478e-01" itree="688">
9944 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.1122368574142456e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6532627940177917e-01" nType="0">
9945 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.6692554354667664e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7673623561859131e-01" nType="1"/>
9946 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.9163320064544678e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4826054573059082e-01" nType="0">
9947 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.6030767709016800e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9251925945281982e-01" nType="0">
9948 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9423398971557617e-01" nType="1"/>
9949 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0746477246284485e-01" nType="-1"/>
9950 </Node>
9951 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.7043731808662415e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1716223657131195e-01" nType="-1"/>
9952 </Node>
9953 </Node>
9954 </BinaryTree>
9955 <BinaryTree type="DecisionTree" boostWeight="1.9367694416506953e-01" itree="689">
9956 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3485190868377686e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6721616387367249e-01" nType="0">
9957 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9507600069046021e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9802938103675842e-01" nType="0">
9958 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.4307169914245605e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1812320947647095e-01" nType="0">
9959 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5439110994338989e-01" nType="1"/>
9960 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7656792402267456e-01" nType="-1"/>
9961 </Node>
9962 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2509211897850037e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8871637582778931e-01" nType="0">
9963 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0993474721908569e-01" nType="1"/>
9964 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5438078343868256e-01" nType="-1"/>
9965 </Node>
9966 </Node>
9967 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.8120130300521851e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4344101548194885e-01" nType="-1"/>
9968 </Node>
9969 </BinaryTree>
9970 <BinaryTree type="DecisionTree" boostWeight="4.2907212136944650e-01" itree="690">
9971 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7476167678833008e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7023874521255493e-01" nType="0">
9972 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.7981817722320557e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8363133668899536e-01" nType="0">
9973 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.2088974714279175e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3365113735198975e-01" nType="1"/>
9974 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.5724730491638184e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3075794577598572e-01" nType="-1"/>
9975 </Node>
9976 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.3904817104339600e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7134161591529846e-01" nType="0">
9977 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8259713649749756e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1143342256546021e-01" nType="0">
9978 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
9979 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3468943238258362e-01" nType="-1"/>
9980 </Node>
9981 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.6431321501731873e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7434670925140381e-01" nType="0">
9982 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7667691707611084e-01" nType="1"/>
9983 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5658423304557800e-01" nType="-1"/>
9984 </Node>
9985 </Node>
9986 </Node>
9987 </BinaryTree>
9988 <BinaryTree type="DecisionTree" boostWeight="3.3869583430008765e-01" itree="691">
9989 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7545727491378784e-01" nType="0">
9990 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="7.6000923290848732e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4401205778121948e-01" nType="1"/>
9991 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.1527899503707886e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9067452549934387e-01" nType="0">
9992 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7591909170150757e-01" nType="1"/>
9993 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.8344314098358154e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4127241969108582e-01" nType="-1"/>
9994 </Node>
9995 </Node>
9996 </BinaryTree>
9997 <BinaryTree type="DecisionTree" boostWeight="2.8534784385817086e-01" itree="692">
9998 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177608728408813e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5606347918510437e-01" nType="0">
9999 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.8708031177520752e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4634821414947510e-01" nType="0">
10000 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
10001 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.0452602505683899e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1791632175445557e-01" nType="0">
10002 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1831955909729004e-01" nType="1"/>
10003 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8021468520164490e-01" nType="-1"/>
10004 </Node>
10005 </Node>
10006 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.2439521551132202e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3042669296264648e-01" nType="0">
10007 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6543434858322144e-01" nType="1"/>
10008 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.4467765688896179e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8933101892471313e-01" nType="-1"/>
10009 </Node>
10010 </Node>
10011 </BinaryTree>
10012 <BinaryTree type="DecisionTree" boostWeight="5.0728770625577613e-01" itree="693">
10013 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4118006706237793e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0207382440567017e-01" nType="0">
10014 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.7200744152069092e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2887654304504395e-01" nType="0">
10015 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.8489053249359131e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8746558427810669e-01" nType="0">
10016 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0634716749191284e-01" nType="1"/>
10017 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0971270203590393e-01" nType="-1"/>
10018 </Node>
10019 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.2290033102035522e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1954398155212402e-01" nType="0">
10020 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6863762140274048e-01" nType="1"/>
10021 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7011857032775879e-01" nType="-1"/>
10022 </Node>
10023 </Node>
10024 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2739340960979462e-01" nType="-1"/>
10025 </Node>
10026 </BinaryTree>
10027 <BinaryTree type="DecisionTree" boostWeight="2.7295433499737071e-01" itree="694">
10028 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0672011375427246e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2897978425025940e-01" nType="0">
10029 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
10030 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.5714063048362732e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0998065471649170e-01" nType="0">
10031 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.2110237181186676e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5329742431640625e-01" nType="1"/>
10032 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.7175107747316360e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8264894485473633e-01" nType="-1"/>
10033 </Node>
10034 </Node>
10035 </BinaryTree>
10036 <BinaryTree type="DecisionTree" boostWeight="2.9294042628450107e-01" itree="695">
10037 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.8060700893402100e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5247133970260620e-01" nType="0">
10038 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.8005461692810059e-01" nType="1"/>
10039 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.6667788624763489e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3689342737197876e-01" nType="0">
10040 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.2557303905487061e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5418878793716431e-01" nType="0">
10041 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1641830205917358e-01" nType="1"/>
10042 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7670579552650452e-01" nType="-1"/>
10043 </Node>
10044 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10045 </Node>
10046 </Node>
10047 </BinaryTree>
10048 <BinaryTree type="DecisionTree" boostWeight="5.0475673564873402e-01" itree="696">
10049 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.9847815036773682e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8012413978576660e-01" nType="0">
10050 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="9.3218155205249786e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1014425754547119e-01" nType="0">
10051 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7873786687850952e-01" nType="1"/>
10052 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.5190737247467041e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1084798574447632e-01" nType="0">
10053 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4441522359848022e-01" nType="1"/>
10054 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7247118353843689e-01" nType="-1"/>
10055 </Node>
10056 </Node>
10057 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.2254764437675476e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9140239059925079e-01" nType="-1"/>
10058 </Node>
10059 </BinaryTree>
10060 <BinaryTree type="DecisionTree" boostWeight="4.6406807840101261e-01" itree="697">
10061 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8549158573150635e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6366008520126343e-01" nType="0">
10062 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0845838785171509e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2006467580795288e-01" nType="0">
10063 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.6912189722061157e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5530848503112793e-01" nType="0">
10064 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3030358552932739e-01" nType="1"/>
10065 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6727020144462585e-01" nType="-1"/>
10066 </Node>
10067 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0282476246356964e-01" nType="-1"/>
10068 </Node>
10069 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="2.3638406395912170e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0946584939956665e-01" nType="0">
10070 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.1552536860108376e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6120691299438477e-01" nType="0">
10071 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6725280284881592e-01" nType="1"/>
10072 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6726295948028564e-01" nType="-1"/>
10073 </Node>
10074 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10075 </Node>
10076 </Node>
10077 </BinaryTree>
10078 <BinaryTree type="DecisionTree" boostWeight="4.1850150728540692e-01" itree="698">
10079 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9649473428726196e-01" nType="0">
10080 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.0725392103195190e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5102269649505615e-01" nType="0">
10081 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.4374204874038696e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4486830234527588e-01" nType="1"/>
10082 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.2843932509422302e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7908120155334473e-01" nType="0">
10083 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5696176290512085e-01" nType="1"/>
10084 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4667762517929077e-01" nType="-1"/>
10085 </Node>
10086 </Node>
10087 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.0463361740112305e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1274269819259644e-01" nType="0">
10088 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.7836009263992310e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6427632570266724e-01" nType="0">
10089 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9982283115386963e-01" nType="1"/>
10090 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6266794204711914e-01" nType="-1"/>
10091 </Node>
10092 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.6488383412361145e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9731687307357788e-01" nType="-1"/>
10093 </Node>
10094 </Node>
10095 </BinaryTree>
10096 <BinaryTree type="DecisionTree" boostWeight="4.4952472589193232e-01" itree="699">
10097 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7588601112365723e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9434598684310913e-01" nType="0">
10098 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3462924003601074e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7508366107940674e-01" nType="0">
10099 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.4136209487915039e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7942898273468018e-01" nType="1"/>
10100 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3913061022758484e-01" nType="-1"/>
10101 </Node>
10102 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.7970955371856689e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3782224655151367e-01" nType="0">
10103 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="5.5015331506729126e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9496518373489380e-01" nType="1"/>
10104 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.2793672084808350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5625186562538147e-01" nType="-1"/>
10105 </Node>
10106 </Node>
10107 </BinaryTree>
10108 <BinaryTree type="DecisionTree" boostWeight="3.0091898763139652e-01" itree="700">
10109 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1093693971633911e-01" nType="0">
10110 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0254060029983521e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9840493202209473e-01" nType="1"/>
10111 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.6685683727264404e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8190196752548218e-01" nType="0">
10112 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.0892584323883057e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1159145832061768e-01" nType="1"/>
10113 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.8973215818405151e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5907590985298157e-01" nType="-1"/>
10114 </Node>
10115 </Node>
10116 </BinaryTree>
10117 <BinaryTree type="DecisionTree" boostWeight="6.2598254851665869e-01" itree="701">
10118 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.7602450847625732e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7895773649215698e-01" nType="0">
10119 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.2956930100917816e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9555262327194214e-01" nType="0">
10120 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.7463888972997665e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7768683433532715e-01" nType="0">
10121 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5499364137649536e-01" nType="1"/>
10122 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9917469620704651e-01" nType="-1"/>
10123 </Node>
10124 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="8.7689802050590515e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3884247541427612e-01" nType="0">
10125 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4744967222213745e-01" nType="1"/>
10126 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0289352536201477e-01" nType="-1"/>
10127 </Node>
10128 </Node>
10129 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10130 </Node>
10131 </BinaryTree>
10132 <BinaryTree type="DecisionTree" boostWeight="4.5276844149186857e-01" itree="702">
10133 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.0419143438339233e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7539439201354980e-01" nType="0">
10134 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.4611607789993286e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1641478538513184e-01" nType="0">
10135 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4081915616989136e-01" nType="1"/>
10136 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.0849346518516541e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2066106200218201e-01" nType="0">
10137 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2216091156005859e-01" nType="1"/>
10138 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4425896406173706e-01" nType="-1"/>
10139 </Node>
10140 </Node>
10141 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.4042497873306274e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3221700191497803e-01" nType="0">
10142 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6461690664291382e-01" nType="1"/>
10143 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1358221769332886e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7228033542633057e-01" nType="-1"/>
10144 </Node>
10145 </Node>
10146 </BinaryTree>
10147 <BinaryTree type="DecisionTree" boostWeight="3.6318762470178467e-01" itree="703">
10148 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2985713481903076e-01" nType="0">
10149 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.4138210117816925e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1503050327301025e-01" nType="0">
10150 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5914773941040039e-01" nType="1"/>
10151 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.6197917461395264e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0585842728614807e-01" nType="0">
10152 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2145785093307495e-01" nType="1"/>
10153 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5423952341079712e-01" nType="-1"/>
10154 </Node>
10155 </Node>
10156 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8553180694580078e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2936929762363434e-01" nType="0">
10157 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.1713291406631470e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1635450124740601e-01" nType="1"/>
10158 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7067607641220093e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4127971231937408e-01" nType="-1"/>
10159 </Node>
10160 </Node>
10161 </BinaryTree>
10162 <BinaryTree type="DecisionTree" boostWeight="2.0071644330348773e-01" itree="704">
10163 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.7945551872253418e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0137209892272949e-01" nType="0">
10164 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.9545239210128784e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1713573932647705e-01" nType="0">
10165 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.0849459767341614e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3185670375823975e-01" nType="1"/>
10166 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.9129145145416260e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8499056696891785e-01" nType="0">
10167 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3695011138916016e-01" nType="1"/>
10168 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7865090370178223e-01" nType="-1"/>
10169 </Node>
10170 </Node>
10171 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10172 </Node>
10173 </BinaryTree>
10174 <BinaryTree type="DecisionTree" boostWeight="2.2715933177157402e-01" itree="705">
10175 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2805111408233643e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2032983303070068e-01" nType="0">
10176 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.4161969423294067e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2844380140304565e-01" nType="1"/>
10177 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.2241656482219696e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0036442279815674e-01" nType="0">
10178 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.3093967735767365e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1669567823410034e-01" nType="0">
10179 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9346982240676880e-01" nType="1"/>
10180 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5161831378936768e-01" nType="-1"/>
10181 </Node>
10182 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10183 </Node>
10184 </Node>
10185 </BinaryTree>
10186 <BinaryTree type="DecisionTree" boostWeight="4.0739101686784807e-01" itree="706">
10187 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9000135660171509e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5411121845245361e-01" nType="0">
10188 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.6378448009490967e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4503875970840454e-01" nType="0">
10189 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.8184738159179688e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9217365980148315e-01" nType="1"/>
10190 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.9033036231994629e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3232170343399048e-01" nType="-1"/>
10191 </Node>
10192 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.1172392368316650e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1218918561935425e-01" nType="0">
10193 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.9499708414077759e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3813433647155762e-01" nType="0">
10194 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7384058237075806e-01" nType="1"/>
10195 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0574809908866882e-01" nType="-1"/>
10196 </Node>
10197 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8820255994796753e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1731379032135010e-01" nType="0">
10198 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
10199 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7048912644386292e-01" nType="-1"/>
10200 </Node>
10201 </Node>
10202 </Node>
10203 </BinaryTree>
10204 <BinaryTree type="DecisionTree" boostWeight="3.3077923385958508e-01" itree="707">
10205 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2977875471115112e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0416362285614014e-01" nType="0">
10206 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.4145367145538330e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4722929000854492e-01" nType="0">
10207 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
10208 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.8116384148597717e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9450108408927917e-01" nType="0">
10209 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2447462081909180e-01" nType="1"/>
10210 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10211 </Node>
10212 </Node>
10213 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0402499437332153e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7994983792304993e-01" nType="0">
10214 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8472280502319336e-01" nType="1"/>
10215 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.0140613652765751e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4648027122020721e-01" nType="0">
10216 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0903408527374268e-01" nType="1"/>
10217 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0194865614175797e-01" nType="-1"/>
10218 </Node>
10219 </Node>
10220 </Node>
10221 </BinaryTree>
10222 <BinaryTree type="DecisionTree" boostWeight="4.0834050575033820e-01" itree="708">
10223 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177632570266724e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4319438934326172e-01" nType="0">
10224 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7683093547821045e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1496398448944092e-01" nType="0">
10225 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3862134218215942e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3473123311996460e-01" nType="0">
10226 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9497057199478149e-01" nType="1"/>
10227 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7810495495796204e-01" nType="-1"/>
10228 </Node>
10229 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1861289292573929e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5354569554328918e-01" nType="-1"/>
10230 </Node>
10231 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.6715719699859619e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5554841160774231e-01" nType="0">
10232 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0058586597442627e-01" nType="1"/>
10233 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.2831667959690094e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1597378849983215e-01" nType="-1"/>
10234 </Node>
10235 </Node>
10236 </BinaryTree>
10237 <BinaryTree type="DecisionTree" boostWeight="3.4025487807014865e-01" itree="709">
10238 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3435152769088745e-01" nType="0">
10239 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.3914729356765747e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2944133281707764e-01" nType="1"/>
10240 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9035470485687256e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9400788545608521e-01" nType="0">
10241 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.2334396839141846e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5553954839706421e-01" nType="0">
10242 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2046184539794922e-01" nType="1"/>
10243 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2642164230346680e-01" nType="-1"/>
10244 </Node>
10245 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.9370608329772949e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8307350873947144e-01" nType="0">
10246 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3444892168045044e-01" nType="1"/>
10247 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3200010657310486e-01" nType="-1"/>
10248 </Node>
10249 </Node>
10250 </Node>
10251 </BinaryTree>
10252 <BinaryTree type="DecisionTree" boostWeight="3.3896324001724987e-01" itree="710">
10253 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9032790660858154e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4173642396926880e-01" nType="0">
10254 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.2085002660751343e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1159205436706543e-01" nType="0">
10255 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0006798505783081e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8521571159362793e-01" nType="1"/>
10256 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.3375201225280762e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6228620409965515e-01" nType="0">
10257 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2620558738708496e-01" nType="1"/>
10258 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8138768076896667e-01" nType="-1"/>
10259 </Node>
10260 </Node>
10261 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7875683307647705e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3907895684242249e-01" nType="0">
10262 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.5718428790569305e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6426411867141724e-01" nType="0">
10263 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5676008462905884e-01" nType="1"/>
10264 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8912954330444336e-01" nType="-1"/>
10265 </Node>
10266 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3616684973239899e-01" nType="-1"/>
10267 </Node>
10268 </Node>
10269 </BinaryTree>
10270 <BinaryTree type="DecisionTree" boostWeight="3.7520275502281925e-01" itree="711">
10271 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9032789468765259e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8616823554039001e-01" nType="0">
10272 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="3.1126299500465393e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3836854696273804e-01" nType="1"/>
10273 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.4013674259185791e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7827808260917664e-01" nType="0">
10274 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1476299762725830e-01" nType="1"/>
10275 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.4412459731101990e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1544876098632812e-02" nType="-1"/>
10276 </Node>
10277 </Node>
10278 </BinaryTree>
10279 <BinaryTree type="DecisionTree" boostWeight="3.7083444665742604e-01" itree="712">
10280 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2805111408233643e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4927918910980225e-01" nType="0">
10281 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.0697134733200073e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0864404439926147e-01" nType="0">
10282 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5704023838043213e-01" nType="1"/>
10283 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5177596807479858e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7875682115554810e-01" nType="-1"/>
10284 </Node>
10285 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0384298563003540e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7023425698280334e-01" nType="0">
10286 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6260820627212524e-01" nType="1"/>
10287 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.1910919398069382e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6946655511856079e-01" nType="-1"/>
10288 </Node>
10289 </Node>
10290 </BinaryTree>
10291 <BinaryTree type="DecisionTree" boostWeight="2.2783175541644010e-01" itree="713">
10292 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.3009638786315918e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2472668886184692e-01" nType="0">
10293 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.9727149009704590e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5452442169189453e-01" nType="0">
10294 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5031542778015137e-01" nType="1"/>
10295 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.5963587760925293e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8854994773864746e-01" nType="0">
10296 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1343238353729248e-01" nType="1"/>
10297 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2671062350273132e-01" nType="-1"/>
10298 </Node>
10299 </Node>
10300 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.4474732875823975e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4238025546073914e-01" nType="0">
10301 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8918764591217041e-01" nType="1"/>
10302 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.5022619068622589e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4017852544784546e-01" nType="-1"/>
10303 </Node>
10304 </Node>
10305 </BinaryTree>
10306 <BinaryTree type="DecisionTree" boostWeight="3.8681918617920891e-01" itree="714">
10307 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1421257019042969e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0347021818161011e-01" nType="0">
10308 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.4386484622955322e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2890012264251709e-01" nType="0">
10309 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.6790099143981934e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1468503475189209e-01" nType="0">
10310 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6223279237747192e-01" nType="1"/>
10311 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0242279767990112e-01" nType="-1"/>
10312 </Node>
10313 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.1292303800582886e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8099012374877930e-01" nType="0">
10314 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9459013938903809e-01" nType="1"/>
10315 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1608921885490417e-01" nType="-1"/>
10316 </Node>
10317 </Node>
10318 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3450258970260620e-01" nType="-1"/>
10319 </Node>
10320 </BinaryTree>
10321 <BinaryTree type="DecisionTree" boostWeight="2.7354158113884636e-01" itree="715">
10322 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8549158573150635e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2787420749664307e-01" nType="0">
10323 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3569128513336182e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2736741304397583e-01" nType="0">
10324 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7720203399658203e-01" nType="1"/>
10325 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.6023086309432983e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0639975070953369e-01" nType="0">
10326 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6302168369293213e-01" nType="1"/>
10327 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7534048557281494e-01" nType="-1"/>
10328 </Node>
10329 </Node>
10330 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="7.6784217357635498e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3855255544185638e-01" nType="-1"/>
10331 </Node>
10332 </BinaryTree>
10333 <BinaryTree type="DecisionTree" boostWeight="3.9621889335031851e-01" itree="716">
10334 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1204394102096558e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7620827555656433e-01" nType="0">
10335 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.5981416925787926e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5032808184623718e-01" nType="0">
10336 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9784716367721558e-01" nType="1"/>
10337 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7550559025257826e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7996023893356323e-01" nType="-1"/>
10338 </Node>
10339 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8896213769912720e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8981506824493408e-01" nType="0">
10340 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.7773918509483337e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1648104190826416e-01" nType="0">
10341 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2139225006103516e-01" nType="1"/>
10342 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10343 </Node>
10344 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.1887385845184326e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7927511036396027e-01" nType="-1"/>
10345 </Node>
10346 </Node>
10347 </BinaryTree>
10348 <BinaryTree type="DecisionTree" boostWeight="3.1726017350857072e-01" itree="717">
10349 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8215895891189575e-01" nType="0">
10350 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="8.9198404550552368e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0766111612319946e-01" nType="1"/>
10351 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5228341102600098e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3716582655906677e-01" nType="0">
10352 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4083381891250610e-01" nType="1"/>
10353 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.2219526767730713e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2462533712387085e-01" nType="0">
10354 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7942348718643188e-01" nType="1"/>
10355 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4854134917259216e-01" nType="-1"/>
10356 </Node>
10357 </Node>
10358 </Node>
10359 </BinaryTree>
10360 <BinaryTree type="DecisionTree" boostWeight="2.5858401882558824e-01" itree="718">
10361 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3322921752929688e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1566278934478760e-01" nType="0">
10362 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.1122368574142456e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5150943994522095e-01" nType="0">
10363 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="8.8327474892139435e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7734650373458862e-01" nType="0">
10364 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6117771863937378e-01" nType="1"/>
10365 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9318104982376099e-01" nType="-1"/>
10366 </Node>
10367 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5334960818290710e-01" nType="-1"/>
10368 </Node>
10369 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7582349777221680e-02" nType="-1"/>
10370 </Node>
10371 </BinaryTree>
10372 <BinaryTree type="DecisionTree" boostWeight="3.6100447185787288e-01" itree="719">
10373 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2979639768600464e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9990943670272827e-01" nType="0">
10374 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.5675717778503895e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7597386837005615e-01" nType="0">
10375 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.0323110818862915e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1611492633819580e-01" nType="1"/>
10376 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2461810372769833e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1415050625801086e-01" nType="0">
10377 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3346061706542969e-01" nType="1"/>
10378 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6206267476081848e-01" nType="-1"/>
10379 </Node>
10380 </Node>
10381 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.6000385284423828e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5816764831542969e-01" nType="0">
10382 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.4122819900512695e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7770414352416992e-01" nType="0">
10383 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2822681665420532e-01" nType="1"/>
10384 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5563328862190247e-01" nType="-1"/>
10385 </Node>
10386 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.5846090316772461e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0688668191432953e-02" nType="-1"/>
10387 </Node>
10388 </Node>
10389 </BinaryTree>
10390 <BinaryTree type="DecisionTree" boostWeight="5.3865039821271243e-01" itree="720">
10391 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164066553115845e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5222135782241821e-01" nType="0">
10392 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4707756042480469e-01" nType="0">
10393 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.7436224222183228e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5933467149734497e-01" nType="1"/>
10394 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.3565807044506073e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8629554510116577e-01" nType="0">
10395 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4077597856521606e-01" nType="1"/>
10396 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7234770655632019e-02" nType="-1"/>
10397 </Node>
10398 </Node>
10399 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7664310932159424e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6737056970596313e-01" nType="0">
10400 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.1786796569824219e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7519265413284302e-01" nType="0">
10401 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7787435054779053e-01" nType="1"/>
10402 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2826625406742096e-01" nType="-1"/>
10403 </Node>
10404 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.1617972850799561e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3226910829544067e-01" nType="0">
10405 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0558614730834961e-01" nType="1"/>
10406 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2334641814231873e-01" nType="-1"/>
10407 </Node>
10408 </Node>
10409 </Node>
10410 </BinaryTree>
10411 <BinaryTree type="DecisionTree" boostWeight="4.8564858618830753e-01" itree="721">
10412 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.7981820106506348e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4222142696380615e-01" nType="0">
10413 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8051457405090332e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3164907693862915e-01" nType="0">
10414 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.2448120117187500e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0557224750518799e-01" nType="0">
10415 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0878812074661255e-01" nType="1"/>
10416 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6763536334037781e-01" nType="-1"/>
10417 </Node>
10418 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.5128654241561890e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0845773220062256e-01" nType="-1"/>
10419 </Node>
10420 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="6.1515398025512695e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5371992588043213e-01" nType="-1"/>
10421 </Node>
10422 </BinaryTree>
10423 <BinaryTree type="DecisionTree" boostWeight="2.9745428323947659e-01" itree="722">
10424 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.7599825263023376e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9327352046966553e-01" nType="0">
10425 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="3.6485135555267334e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8015013933181763e-01" nType="1"/>
10426 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="2.4938254058361053e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5641055107116699e-01" nType="0">
10427 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.3005770444869995e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8280895948410034e-01" nType="1"/>
10428 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.1371960639953613e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3123152256011963e-01" nType="0">
10429 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6769239902496338e-01" nType="1"/>
10430 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10431 </Node>
10432 </Node>
10433 </Node>
10434 </BinaryTree>
10435 <BinaryTree type="DecisionTree" boostWeight="2.8374937212295775e-01" itree="723">
10436 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1419648170471191e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9784800410270691e-01" nType="0">
10437 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.2068533897399902e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2827477455139160e-01" nType="0">
10438 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.0962990522384644e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9052419662475586e-01" nType="0">
10439 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1052283048629761e-01" nType="1"/>
10440 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9189025163650513e-01" nType="-1"/>
10441 </Node>
10442 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.2552993297576904e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2239466905593872e-01" nType="-1"/>
10443 </Node>
10444 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6247207820415497e-02" nType="-1"/>
10445 </Node>
10446 </BinaryTree>
10447 <BinaryTree type="DecisionTree" boostWeight="1.8126044626781507e-01" itree="724">
10448 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6084871292114258e-01" nType="0">
10449 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.4024288654327393e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3093476295471191e-01" nType="1"/>
10450 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.4006059169769287e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2286273241043091e-01" nType="0">
10451 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.2789064645767212e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3696250915527344e-01" nType="0">
10452 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4067232608795166e-01" nType="1"/>
10453 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9519383907318115e-01" nType="-1"/>
10454 </Node>
10455 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.2672301530838013e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8663015365600586e-01" nType="0">
10456 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3925269842147827e-01" nType="1"/>
10457 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10458 </Node>
10459 </Node>
10460 </Node>
10461 </BinaryTree>
10462 <BinaryTree type="DecisionTree" boostWeight="4.3903157424069583e-01" itree="725">
10463 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7577358484268188e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3344571590423584e-01" nType="0">
10464 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0159240961074829e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1379381418228149e-01" nType="0">
10465 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.8489439114928246e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4774202108383179e-01" nType="1"/>
10466 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1224669218063354e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7102717757225037e-01" nType="-1"/>
10467 </Node>
10468 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8369121551513672e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3299505114555359e-01" nType="0">
10469 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3488735258579254e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2126020193099976e-01" nType="0">
10470 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5169576406478882e-01" nType="1"/>
10471 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0810550563037395e-03" nType="-1"/>
10472 </Node>
10473 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.4778270721435547e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2184768915176392e-01" nType="-1"/>
10474 </Node>
10475 </Node>
10476 </BinaryTree>
10477 <BinaryTree type="DecisionTree" boostWeight="2.9395046050241491e-01" itree="726">
10478 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6563193202018738e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4452786445617676e-01" nType="0">
10479 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.6373281478881836e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8278334736824036e-01" nType="0">
10480 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.2651138938963413e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2956156730651855e-01" nType="1"/>
10481 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.7512683868408203e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1591304540634155e-01" nType="-1"/>
10482 </Node>
10483 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.2215062379837036e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2528000771999359e-01" nType="-1"/>
10484 </Node>
10485 </BinaryTree>
10486 <BinaryTree type="DecisionTree" boostWeight="4.0892159907230374e-01" itree="727">
10487 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8553180694580078e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8704388141632080e-01" nType="0">
10488 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.1453603506088257e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3067090511322021e-01" nType="0">
10489 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.1074026823043823e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6330947875976562e-01" nType="1"/>
10490 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.6119743585586548e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3465449810028076e-01" nType="0">
10491 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5621036291122437e-01" nType="1"/>
10492 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9646708667278290e-01" nType="-1"/>
10493 </Node>
10494 </Node>
10495 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.5636702775955200e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4520923495292664e-01" nType="0">
10496 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6269979476928711e-01" nType="1"/>
10497 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8718903064727783e-01" nType="-1"/>
10498 </Node>
10499 </Node>
10500 </BinaryTree>
10501 <BinaryTree type="DecisionTree" boostWeight="4.2008172557288620e-01" itree="728">
10502 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164066553115845e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8081612586975098e-01" nType="0">
10503 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.0290585756301880e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8217126131057739e-01" nType="0">
10504 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7221930027008057e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0375477075576782e-01" nType="1"/>
10505 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="5.3899192810058594e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6817687153816223e-01" nType="0">
10506 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2294325828552246e-01" nType="1"/>
10507 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3279392123222351e-01" nType="-1"/>
10508 </Node>
10509 </Node>
10510 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.0747371315956116e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3384680747985840e-01" nType="0">
10511 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.7693269252777100e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0238009691238403e-01" nType="0">
10512 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9774382114410400e-01" nType="1"/>
10513 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2555532455444336e-01" nType="-1"/>
10514 </Node>
10515 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.0911958217620850e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4221293628215790e-01" nType="-1"/>
10516 </Node>
10517 </Node>
10518 </BinaryTree>
10519 <BinaryTree type="DecisionTree" boostWeight="2.8121826092601043e-01" itree="729">
10520 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0672011375427246e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7769566774368286e-01" nType="0">
10521 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
10522 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.6283037662506104e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6322503089904785e-01" nType="0">
10523 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.8122864961624146e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1453219652175903e-01" nType="0">
10524 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5241788625717163e-01" nType="1"/>
10525 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0275236964225769e-01" nType="-1"/>
10526 </Node>
10527 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="9.4954949617385864e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0317406654357910e-01" nType="0">
10528 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7635200023651123e-01" nType="1"/>
10529 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4383087754249573e-01" nType="-1"/>
10530 </Node>
10531 </Node>
10532 </Node>
10533 </BinaryTree>
10534 <BinaryTree type="DecisionTree" boostWeight="3.5805407201807088e-01" itree="730">
10535 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6141734123229980e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7142371535301208e-01" nType="0">
10536 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.5314831733703613e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9395805597305298e-01" nType="0">
10537 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.9361509382724762e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5375125408172607e-01" nType="0">
10538 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0692884922027588e-01" nType="1"/>
10539 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3780577778816223e-01" nType="-1"/>
10540 </Node>
10541 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.4084258079528809e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3834772706031799e-01" nType="0">
10542 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1676063537597656e-01" nType="1"/>
10543 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6941125988960266e-01" nType="-1"/>
10544 </Node>
10545 </Node>
10546 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.4022445678710938e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0490238070487976e-01" nType="-1"/>
10547 </Node>
10548 </BinaryTree>
10549 <BinaryTree type="DecisionTree" boostWeight="7.8935196048960699e-01" itree="731">
10550 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6772482395172119e-01" nType="0">
10551 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.3157593086361885e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4068477153778076e-01" nType="1"/>
10552 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.3916661143302917e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0756466984748840e-01" nType="0">
10553 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="8.6496584117412567e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4065198302268982e-01" nType="0">
10554 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8983110189437866e-01" nType="1"/>
10555 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7882998287677765e-01" nType="-1"/>
10556 </Node>
10557 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10558 </Node>
10559 </Node>
10560 </BinaryTree>
10561 <BinaryTree type="DecisionTree" boostWeight="2.6379219154700295e-01" itree="732">
10562 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4276569366455078e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1788204908370972e-01" nType="0">
10563 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.1310567855834961e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3399491310119629e-01" nType="0">
10564 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0069437026977539e-01" nType="1"/>
10565 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.8716900348663330e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0474542379379272e-01" nType="0">
10566 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2897642850875854e-01" nType="1"/>
10567 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4182628393173218e-01" nType="-1"/>
10568 </Node>
10569 </Node>
10570 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4140630662441254e-02" nType="-1"/>
10571 </Node>
10572 </BinaryTree>
10573 <BinaryTree type="DecisionTree" boostWeight="2.1977972314624486e-01" itree="733">
10574 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0545152425765991e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5227038860321045e-01" nType="0">
10575 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4071677923202515e-01" nType="1"/>
10576 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.8000216484069824e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3292650580406189e-01" nType="0">
10577 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="3.0275875329971313e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6920272707939148e-01" nType="0">
10578 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9880157709121704e-01" nType="1"/>
10579 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4597139954566956e-01" nType="-1"/>
10580 </Node>
10581 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.8185233771800995e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8079947829246521e-01" nType="-1"/>
10582 </Node>
10583 </Node>
10584 </BinaryTree>
10585 <BinaryTree type="DecisionTree" boostWeight="2.1106744174781425e-01" itree="734">
10586 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0670465230941772e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0948077440261841e-01" nType="0">
10587 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
10588 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.1338363885879517e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9262812733650208e-01" nType="0">
10589 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.8285549879074097e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4934879541397095e-01" nType="0">
10590 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3477083444595337e-01" nType="1"/>
10591 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9462867379188538e-01" nType="-1"/>
10592 </Node>
10593 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.5659427642822266e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4419136643409729e-01" nType="-1"/>
10594 </Node>
10595 </Node>
10596 </BinaryTree>
10597 <BinaryTree type="DecisionTree" boostWeight="3.2665490179095996e-01" itree="735">
10598 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8344302177429199e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5776069164276123e-01" nType="0">
10599 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.2849636077880859e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3828760385513306e-01" nType="0">
10600 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.0136842727661133e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5972958803176880e-01" nType="1"/>
10601 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.0844167709350586e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8691124320030212e-01" nType="0">
10602 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3480505943298340e-01" nType="1"/>
10603 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6685476303100586e-01" nType="-1"/>
10604 </Node>
10605 </Node>
10606 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.6888787746429443e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9891326427459717e-01" nType="0">
10607 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.1415485143661499e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4689989089965820e-01" nType="-1"/>
10608 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.4292483329772949e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8046989440917969e-01" nType="0">
10609 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7736035585403442e-01" nType="1"/>
10610 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6060662269592285e-01" nType="-1"/>
10611 </Node>
10612 </Node>
10613 </Node>
10614 </BinaryTree>
10615 <BinaryTree type="DecisionTree" boostWeight="4.1136193298910873e-01" itree="736">
10616 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.9517364501953125e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9959737062454224e-01" nType="0">
10617 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8716586828231812e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6815185546875000e-01" nType="0">
10618 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.9392888247966766e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2984727621078491e-01" nType="1"/>
10619 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4827124476432800e-01" nType="-1"/>
10620 </Node>
10621 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8500177860260010e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1361507773399353e-01" nType="0">
10622 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.5724730491638184e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0598677396774292e-01" nType="0">
10623 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4609985351562500e-01" nType="1"/>
10624 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7143137454986572e-01" nType="-1"/>
10625 </Node>
10626 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.4886959791183472e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8487226366996765e-01" nType="-1"/>
10627 </Node>
10628 </Node>
10629 </BinaryTree>
10630 <BinaryTree type="DecisionTree" boostWeight="6.2053972168217320e-01" itree="737">
10631 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6929874420166016e-01" nType="0">
10632 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7136528491973877e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0191198587417603e-01" nType="0">
10633 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.7269737720489502e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0387932062149048e-01" nType="0">
10634 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4603675603866577e-01" nType="1"/>
10635 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0406975746154785e-01" nType="-1"/>
10636 </Node>
10637 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.1625824123620987e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8127403855323792e-01" nType="0">
10638 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4732718467712402e-01" nType="1"/>
10639 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5587600469589233e-01" nType="-1"/>
10640 </Node>
10641 </Node>
10642 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7727169990539551e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4716421365737915e-01" nType="0">
10643 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.1405040323734283e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2745313048362732e-01" nType="0">
10644 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7385754585266113e-01" nType="1"/>
10645 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2067963480949402e-01" nType="-1"/>
10646 </Node>
10647 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2543427348136902e-01" nType="-1"/>
10648 </Node>
10649 </Node>
10650 </BinaryTree>
10651 <BinaryTree type="DecisionTree" boostWeight="4.7294856645692063e-01" itree="738">
10652 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.2780929803848267e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6991827487945557e-01" nType="0">
10653 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.5668095350265503e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2258243560791016e-01" nType="0">
10654 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.1729283332824707e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0313223600387573e-01" nType="0">
10655 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1849750280380249e-01" nType="1"/>
10656 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7717788815498352e-01" nType="-1"/>
10657 </Node>
10658 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8600606918334961e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8984766006469727e-01" nType="0">
10659 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6323355436325073e-01" nType="1"/>
10660 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6244071125984192e-01" nType="-1"/>
10661 </Node>
10662 </Node>
10663 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10664 </Node>
10665 </BinaryTree>
10666 <BinaryTree type="DecisionTree" boostWeight="1.3980989810931316e-01" itree="739">
10667 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.1122368574142456e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1116836071014404e-01" nType="0">
10668 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0119600296020508e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2764987945556641e-01" nType="0">
10669 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.4137697406113148e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5413012504577637e-01" nType="1"/>
10670 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.4704161882400513e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0584816932678223e-01" nType="0">
10671 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6350233554840088e-01" nType="1"/>
10672 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8242139816284180e-01" nType="-1"/>
10673 </Node>
10674 </Node>
10675 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10676 </Node>
10677 </BinaryTree>
10678 <BinaryTree type="DecisionTree" boostWeight="2.9577539912418366e-01" itree="740">
10679 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2979639768600464e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5277919769287109e-01" nType="0">
10680 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0403282642364502e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9610759019851685e-01" nType="1"/>
10681 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.5659437179565430e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2230083942413330e-01" nType="0">
10682 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.4036171436309814e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5424410104751587e-01" nType="0">
10683 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9205615520477295e-01" nType="1"/>
10684 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9617118835449219e-01" nType="-1"/>
10685 </Node>
10686 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.5094225883483887e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7844215035438538e-01" nType="-1"/>
10687 </Node>
10688 </Node>
10689 </BinaryTree>
10690 <BinaryTree type="DecisionTree" boostWeight="3.6989301572687516e-01" itree="741">
10691 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1116544008255005e-01" nType="0">
10692 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0251183509826660e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2895752191543579e-01" nType="1"/>
10693 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.6141719818115234e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6185141801834106e-01" nType="0">
10694 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.2164070606231689e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0466990470886230e-01" nType="0">
10695 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9708476066589355e-01" nType="1"/>
10696 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4712070226669312e-01" nType="-1"/>
10697 </Node>
10698 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1150753021240234e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1149159073829651e-01" nType="-1"/>
10699 </Node>
10700 </Node>
10701 </BinaryTree>
10702 <BinaryTree type="DecisionTree" boostWeight="4.3449158777827207e-01" itree="742">
10703 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.3462533950805664e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8911442756652832e-01" nType="0">
10704 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.3135497458279133e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3029842376708984e-01" nType="1"/>
10705 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.8922181129455566e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4375255703926086e-01" nType="0">
10706 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5168890953063965e-01" nType="1"/>
10707 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.5164066553115845e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9045805931091309e-01" nType="-1"/>
10708 </Node>
10709 </Node>
10710 </BinaryTree>
10711 <BinaryTree type="DecisionTree" boostWeight="5.6061335298818871e-01" itree="743">
10712 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2038743495941162e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1631375551223755e-01" nType="0">
10713 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9910515546798706e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9666582345962524e-01" nType="0">
10714 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.7394642829895020e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3070842027664185e-01" nType="1"/>
10715 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.2572820298373699e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9987643957138062e-01" nType="0">
10716 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
10717 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4848055839538574e-01" nType="-1"/>
10718 </Node>
10719 </Node>
10720 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0868284702301025e-01" nType="0">
10721 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.8076264858245850e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2373229265213013e-01" nType="1"/>
10722 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.5822949409484863e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7783005535602570e-01" nType="0">
10723 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1893299818038940e-01" nType="1"/>
10724 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0369771718978882e-01" nType="-1"/>
10725 </Node>
10726 </Node>
10727 </Node>
10728 </BinaryTree>
10729 <BinaryTree type="DecisionTree" boostWeight="2.9798134935455850e-01" itree="744">
10730 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6586686372756958e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7049912810325623e-01" nType="0">
10731 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.8821459412574768e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7611604928970337e-01" nType="0">
10732 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.5167780518531799e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7174395322799683e-01" nType="1"/>
10733 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1522297859191895e-01" nType="-1"/>
10734 </Node>
10735 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.6610490083694458e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2963835597038269e-01" nType="0">
10736 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.6896476745605469e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1798089742660522e-01" nType="1"/>
10737 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.6451597213745117e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7541049718856812e-01" nType="-1"/>
10738 </Node>
10739 </Node>
10740 </BinaryTree>
10741 <BinaryTree type="DecisionTree" boostWeight="2.8365723321053327e-01" itree="745">
10742 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7879004478454590e-01" nType="0">
10743 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.0505582094192505e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6256400346755981e-01" nType="0">
10744 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
10745 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.1003892421722412e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6297250986099243e-01" nType="0">
10746 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8575440645217896e-01" nType="1"/>
10747 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8864466547966003e-01" nType="-1"/>
10748 </Node>
10749 </Node>
10750 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.7776954174041748e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4663786888122559e-01" nType="0">
10751 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.2198711633682251e-01" nType="1"/>
10752 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.2044926881790161e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3049442768096924e-01" nType="0">
10753 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4984563589096069e-01" nType="1"/>
10754 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6249065399169922e-01" nType="-1"/>
10755 </Node>
10756 </Node>
10757 </Node>
10758 </BinaryTree>
10759 <BinaryTree type="DecisionTree" boostWeight="2.8008217461576995e-01" itree="746">
10760 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7581887245178223e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3664970397949219e-01" nType="0">
10761 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7188227176666260e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6669008731842041e-01" nType="0">
10762 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4110275506973267e-01" nType="1"/>
10763 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.8621681928634644e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3534561395645142e-01" nType="0">
10764 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3985234498977661e-01" nType="1"/>
10765 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1627860069274902e-01" nType="-1"/>
10766 </Node>
10767 </Node>
10768 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.1465139389038086e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4101036190986633e-01" nType="-1"/>
10769 </Node>
10770 </BinaryTree>
10771 <BinaryTree type="DecisionTree" boostWeight="4.8064833374596200e-01" itree="747">
10772 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7552700042724609e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0296831130981445e-01" nType="0">
10773 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.5304700136184692e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8087843656539917e-01" nType="0">
10774 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0165520906448364e-01" nType="1"/>
10775 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.9035457372665405e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1972181797027588e-01" nType="-1"/>
10776 </Node>
10777 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="2.0516397431492805e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8447600603103638e-01" nType="0">
10778 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.2946533281356096e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6906298398971558e-01" nType="0">
10779 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0394051074981689e-01" nType="1"/>
10780 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3036324083805084e-01" nType="-1"/>
10781 </Node>
10782 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4187105894088745e-01" nType="-1"/>
10783 </Node>
10784 </Node>
10785 </BinaryTree>
10786 <BinaryTree type="DecisionTree" boostWeight="4.5728591573698629e-01" itree="748">
10787 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6491688489913940e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4346973299980164e-01" nType="0">
10788 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.8777518868446350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3096430301666260e-01" nType="0">
10789 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.6388984322547913e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8777905702590942e-01" nType="1"/>
10790 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1538947522640228e-01" nType="-1"/>
10791 </Node>
10792 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.3037052154541016e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0551203489303589e-01" nType="0">
10793 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.2509211897850037e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8840215802192688e-01" nType="0">
10794 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3139387369155884e-01" nType="1"/>
10795 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9804670810699463e-01" nType="-1"/>
10796 </Node>
10797 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.4043102264404297e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2577836513519287e-01" nType="-1"/>
10798 </Node>
10799 </Node>
10800 </BinaryTree>
10801 <BinaryTree type="DecisionTree" boostWeight="4.6601101354482838e-01" itree="749">
10802 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6640944480895996e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7331490516662598e-01" nType="0">
10803 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3643546104431152e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1784464120864868e-01" nType="0">
10804 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.6963869333267212e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0308759212493896e-01" nType="1"/>
10805 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.5301947593688965e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5559528470039368e-01" nType="0">
10806 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3664224147796631e-01" nType="1"/>
10807 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1505363583564758e-01" nType="-1"/>
10808 </Node>
10809 </Node>
10810 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5177596807479858e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8498685956001282e-01" nType="0">
10811 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6101776361465454e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1140273809432983e-01" nType="0">
10812 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4052110910415649e-01" nType="1"/>
10813 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10814 </Node>
10815 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10816 </Node>
10817 </Node>
10818 </BinaryTree>
10819 <BinaryTree type="DecisionTree" boostWeight="3.8118789852821289e-01" itree="750">
10820 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.1941868066787720e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5751836299896240e-01" nType="0">
10821 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3977495022118092e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2802302837371826e-01" nType="0">
10822 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.4545602798461914e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0984119176864624e-01" nType="1"/>
10823 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8684415817260742e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7379022836685181e-01" nType="0">
10824 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9967567920684814e-01" nType="1"/>
10825 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5545256733894348e-01" nType="-1"/>
10826 </Node>
10827 </Node>
10828 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2168369889259338e-01" nType="0">
10829 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6101695895195007e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8167797923088074e-01" nType="0">
10830 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5032410621643066e-01" nType="1"/>
10831 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4625247120857239e-01" nType="-1"/>
10832 </Node>
10833 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.9968264698982239e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7017333507537842e-01" nType="0">
10834 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6209391355514526e-01" nType="1"/>
10835 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9529908299446106e-01" nType="-1"/>
10836 </Node>
10837 </Node>
10838 </Node>
10839 </BinaryTree>
10840 <BinaryTree type="DecisionTree" boostWeight="3.6126249996243287e-01" itree="751">
10841 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.7098264694213867e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0354868173599243e-01" nType="0">
10842 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.4378814697265625e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3246437311172485e-01" nType="0">
10843 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7128260135650635e-01" nType="1"/>
10844 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.4493020057678223e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3951930999755859e-01" nType="0">
10845 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9694677591323853e-01" nType="1"/>
10846 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4081735610961914e-01" nType="-1"/>
10847 </Node>
10848 </Node>
10849 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6706062555313110e-01" nType="0">
10850 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3177160024642944e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2992600202560425e-01" nType="0">
10851 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7045617103576660e-01" nType="1"/>
10852 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8660368323326111e-01" nType="-1"/>
10853 </Node>
10854 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.1347906589508057e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9052060842514038e-01" nType="-1"/>
10855 </Node>
10856 </Node>
10857 </BinaryTree>
10858 <BinaryTree type="DecisionTree" boostWeight="3.8456916752151321e-01" itree="752">
10859 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6141719818115234e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2110463380813599e-01" nType="0">
10860 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0672011375427246e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7409334182739258e-01" nType="0">
10861 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="4.5850712060928345e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9332072734832764e-01" nType="0">
10862 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5429425239562988e-01" nType="1"/>
10863 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2997778058052063e-01" nType="-1"/>
10864 </Node>
10865 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3924932479858398e-01" nType="-1"/>
10866 </Node>
10867 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.4689615249633789e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1614411473274231e-01" nType="-1"/>
10868 </Node>
10869 </BinaryTree>
10870 <BinaryTree type="DecisionTree" boostWeight="2.4943512911933161e-01" itree="753">
10871 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7500257492065430e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9701556563377380e-01" nType="0">
10872 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.3835449218750000e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2491682767868042e-01" nType="0">
10873 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4053400754928589e-01" nType="1"/>
10874 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.5676999092102051e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9149537086486816e-01" nType="0">
10875 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4237675666809082e-01" nType="1"/>
10876 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8898662328720093e-01" nType="-1"/>
10877 </Node>
10878 </Node>
10879 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="7.9938836395740509e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0046465992927551e-01" nType="0">
10880 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.7602910995483398e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3409335613250732e-01" nType="0">
10881 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2143427133560181e-01" nType="1"/>
10882 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9125549495220184e-01" nType="-1"/>
10883 </Node>
10884 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6149226129055023e-02" nType="-1"/>
10885 </Node>
10886 </Node>
10887 </BinaryTree>
10888 <BinaryTree type="DecisionTree" boostWeight="3.9632691667709308e-01" itree="754">
10889 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4658240079879761e-01" nType="0">
10890 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
10891 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.3545948266983032e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9078303575515747e-01" nType="0">
10892 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0276693105697632e-01" nType="1"/>
10893 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.4263986945152283e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4686487913131714e-01" nType="0">
10894 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5892308950424194e-01" nType="1"/>
10895 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7766364812850952e-01" nType="-1"/>
10896 </Node>
10897 </Node>
10898 </Node>
10899 </BinaryTree>
10900 <BinaryTree type="DecisionTree" boostWeight="3.4362041144622024e-01" itree="755">
10901 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.8990921974182129e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1370346546173096e-01" nType="0">
10902 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.0146225690841675e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1821430921554565e-01" nType="0">
10903 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.5411733388900757e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5259408950805664e-01" nType="1"/>
10904 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1418888717889786e-01" nType="-1"/>
10905 </Node>
10906 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3679919838905334e-01" nType="0">
10907 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.0921674966812134e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0956460237503052e-01" nType="0">
10908 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0967382192611694e-01" nType="1"/>
10909 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8152462840080261e-01" nType="-1"/>
10910 </Node>
10911 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7125597000122070e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5806775093078613e-01" nType="-1"/>
10912 </Node>
10913 </Node>
10914 </BinaryTree>
10915 <BinaryTree type="DecisionTree" boostWeight="4.5883153876098565e-01" itree="756">
10916 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5697370767593384e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8756799697875977e-01" nType="0">
10917 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2155778110027313e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8044996261596680e-01" nType="0">
10918 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.6052394509315491e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7314158678054810e-01" nType="1"/>
10919 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.2524471282958984e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7568601369857788e-01" nType="0">
10920 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5573145151138306e-01" nType="1"/>
10921 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
10922 </Node>
10923 </Node>
10924 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.8008154630661011e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3923006057739258e-01" nType="0">
10925 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.5981416925787926e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1127035021781921e-01" nType="0">
10926 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5350822210311890e-01" nType="1"/>
10927 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4344613552093506e-01" nType="-1"/>
10928 </Node>
10929 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.7258592247962952e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4875347316265106e-01" nType="-1"/>
10930 </Node>
10931 </Node>
10932 </BinaryTree>
10933 <BinaryTree type="DecisionTree" boostWeight="4.1521922288264757e-01" itree="757">
10934 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8065533638000488e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7553765773773193e-01" nType="0">
10935 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3823132514953613e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9678119421005249e-01" nType="0">
10936 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.5717458724975586e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4377810955047607e-01" nType="1"/>
10937 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2315107583999634e-01" nType="-1"/>
10938 </Node>
10939 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7175607681274414e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4295078516006470e-01" nType="0">
10940 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.8734057545661926e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1661866903305054e-01" nType="0">
10941 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5881472826004028e-01" nType="1"/>
10942 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9972305893898010e-01" nType="-1"/>
10943 </Node>
10944 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9976425170898438e-01" nType="-1"/>
10945 </Node>
10946 </Node>
10947 </BinaryTree>
10948 <BinaryTree type="DecisionTree" boostWeight="4.8584130549601129e-01" itree="758">
10949 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6491688489913940e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3395011425018311e-01" nType="0">
10950 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.9570699930191040e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6396534442901611e-01" nType="0">
10951 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1186336278915405e-01" nType="1"/>
10952 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1515539139509201e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9978002905845642e-01" nType="0">
10953 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3851541280746460e-01" nType="1"/>
10954 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9551031589508057e-01" nType="-1"/>
10955 </Node>
10956 </Node>
10957 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.5000916719436646e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0360362529754639e-01" nType="-1"/>
10958 </Node>
10959 </BinaryTree>
10960 <BinaryTree type="DecisionTree" boostWeight="5.2533114117506852e-01" itree="759">
10961 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="8.5647373199462891e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2192268371582031e-01" nType="0">
10962 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.0731468796730042e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6847084164619446e-01" nType="0">
10963 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.5461646020412445e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6969615221023560e-01" nType="0">
10964 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8221338987350464e-01" nType="1"/>
10965 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3061831593513489e-01" nType="-1"/>
10966 </Node>
10967 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.1241281032562256e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9470297098159790e-01" nType="0">
10968 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9591271877288818e-01" nType="1"/>
10969 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5643584132194519e-01" nType="-1"/>
10970 </Node>
10971 </Node>
10972 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.0760450363159180e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7208868265151978e-01" nType="-1"/>
10973 </Node>
10974 </BinaryTree>
10975 <BinaryTree type="DecisionTree" boostWeight="4.6260989606598946e-01" itree="760">
10976 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0318473577499390e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6288356184959412e-01" nType="0">
10977 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
10978 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.8860739469528198e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3739560246467590e-01" nType="0">
10979 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.8549158573150635e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8580851554870605e-01" nType="0">
10980 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7162764072418213e-01" nType="1"/>
10981 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9934447109699249e-01" nType="-1"/>
10982 </Node>
10983 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.4862937927246094e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8985235095024109e-01" nType="-1"/>
10984 </Node>
10985 </Node>
10986 </BinaryTree>
10987 <BinaryTree type="DecisionTree" boostWeight="2.8170661958204152e-01" itree="761">
10988 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.5403168201446533e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7076570987701416e-01" nType="0">
10989 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="9.5698630809783936e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1210861206054688e-01" nType="1"/>
10990 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.1400054931640625e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8833028078079224e-01" nType="-1"/>
10991 </Node>
10992 </BinaryTree>
10993 <BinaryTree type="DecisionTree" boostWeight="4.3412984133877225e-01" itree="762">
10994 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2153583765029907e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1935958862304688e-01" nType="0">
10995 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.9797695875167847e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2049776315689087e-01" nType="0">
10996 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6618804931640625e-01" nType="1"/>
10997 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.7251621484756470e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9441167116165161e-01" nType="0">
10998 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5836733579635620e-01" nType="1"/>
10999 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5235464572906494e-01" nType="-1"/>
11000 </Node>
11001 </Node>
11002 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8820772171020508e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3241334557533264e-01" nType="0">
11003 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.5893938541412354e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2458169460296631e-01" nType="1"/>
11004 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.0444598197937012e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7083285748958588e-01" nType="-1"/>
11005 </Node>
11006 </Node>
11007 </BinaryTree>
11008 <BinaryTree type="DecisionTree" boostWeight="3.4707543678175529e-01" itree="763">
11009 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8070878982543945e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9120261669158936e-01" nType="0">
11010 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4085519313812256e-01" nType="0">
11011 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.1600496768951416e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7882021665573120e-01" nType="1"/>
11012 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.0877019166946411e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6885695457458496e-01" nType="0">
11013 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5920549631118774e-01" nType="1"/>
11014 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7526949644088745e-01" nType="-1"/>
11015 </Node>
11016 </Node>
11017 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.5165081024169922e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0907902121543884e-01" nType="0">
11018 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3734999895095825e-01" nType="1"/>
11019 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.8922634124755859e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2657579779624939e-01" nType="-1"/>
11020 </Node>
11021 </Node>
11022 </BinaryTree>
11023 <BinaryTree type="DecisionTree" boostWeight="4.1790603889107819e-01" itree="764">
11024 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4033333659172058e-01" nType="0">
11025 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.5935508310794830e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8153784275054932e-01" nType="0">
11026 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.7095396071672440e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5435278415679932e-01" nType="1"/>
11027 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8262307643890381e-01" nType="-1"/>
11028 </Node>
11029 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.0544367432594299e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9654023051261902e-01" nType="0">
11030 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.1857920289039612e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1170086860656738e-01" nType="0">
11031 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2671490907669067e-01" nType="1"/>
11032 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8391721844673157e-01" nType="-1"/>
11033 </Node>
11034 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.1756656169891357e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4044711887836456e-01" nType="-1"/>
11035 </Node>
11036 </Node>
11037 </BinaryTree>
11038 <BinaryTree type="DecisionTree" boostWeight="5.7579650264485815e-01" itree="765">
11039 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177674293518066e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2803182601928711e-01" nType="0">
11040 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5258169174194336e-01" nType="0">
11041 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="2.6087778806686401e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8056448698043823e-01" nType="0">
11042 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5592955350875854e-01" nType="1"/>
11043 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3453568220138550e-01" nType="-1"/>
11044 </Node>
11045 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.4077829271554947e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5135647058486938e-01" nType="0">
11046 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6053056716918945e-01" nType="1"/>
11047 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0495963096618652e-01" nType="-1"/>
11048 </Node>
11049 </Node>
11050 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.6393121480941772e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4484841823577881e-01" nType="0">
11051 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="7.4447244405746460e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5079423189163208e-01" nType="0">
11052 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7943816184997559e-01" nType="1"/>
11053 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6989011764526367e-01" nType="-1"/>
11054 </Node>
11055 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.9640278220176697e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3273983001708984e-01" nType="0">
11056 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5427705049514771e-01" nType="1"/>
11057 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5686383247375488e-01" nType="-1"/>
11058 </Node>
11059 </Node>
11060 </Node>
11061 </BinaryTree>
11062 <BinaryTree type="DecisionTree" boostWeight="4.8751442538533551e-01" itree="766">
11063 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.6002534031867981e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6791284084320068e-01" nType="0">
11064 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3156366348266602e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8486863374710083e-01" nType="0">
11065 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.4097083508968353e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7569365501403809e-01" nType="1"/>
11066 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="6.9054462015628815e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3982272148132324e-01" nType="0">
11067 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0261514186859131e-01" nType="1"/>
11068 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6002832651138306e-01" nType="-1"/>
11069 </Node>
11070 </Node>
11071 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11072 </Node>
11073 </BinaryTree>
11074 <BinaryTree type="DecisionTree" boostWeight="2.8945493239368397e-01" itree="767">
11075 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8070878982543945e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9462488293647766e-01" nType="0">
11076 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1711825132369995e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4540848731994629e-01" nType="0">
11077 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.8060758113861084e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7084280252456665e-01" nType="1"/>
11078 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7555510625243187e-02" nType="-1"/>
11079 </Node>
11080 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.1219735145568848e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8116837143898010e-01" nType="0">
11081 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.7678003311157227e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7303090095520020e-01" nType="0">
11082 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4973272085189819e-01" nType="1"/>
11083 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8693752586841583e-01" nType="-1"/>
11084 </Node>
11085 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2976339459419250e-01" nType="-1"/>
11086 </Node>
11087 </Node>
11088 </BinaryTree>
11089 <BinaryTree type="DecisionTree" boostWeight="2.4872379499277691e-01" itree="768">
11090 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.7774579524993896e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8909777402877808e-01" nType="0">
11091 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.7489362955093384e-01" nType="1"/>
11092 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="3.1143671274185181e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6706631779670715e-01" nType="0">
11093 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.5388521552085876e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8326614499092102e-01" nType="0">
11094 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7140620946884155e-01" nType="1"/>
11095 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3017816543579102e-01" nType="-1"/>
11096 </Node>
11097 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11098 </Node>
11099 </Node>
11100 </BinaryTree>
11101 <BinaryTree type="DecisionTree" boostWeight="2.5854099519669937e-01" itree="769">
11102 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2834860086441040e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9352401494979858e-01" nType="0">
11103 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.9534292221069336e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5422735214233398e-01" nType="0">
11104 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2137364149093628e-01" nType="1"/>
11105 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="4.5544558763504028e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0790154933929443e-01" nType="0">
11106 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3166884183883667e-01" nType="1"/>
11107 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2943736910820007e-01" nType="-1"/>
11108 </Node>
11109 </Node>
11110 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.8835837021470070e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6769366860389709e-01" nType="0">
11111 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="4.6888235956430435e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1410204172134399e-01" nType="0">
11112 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9508612155914307e-01" nType="1"/>
11113 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9627811312675476e-01" nType="-1"/>
11114 </Node>
11115 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.1492741852998734e-01" nType="-1"/>
11116 </Node>
11117 </Node>
11118 </BinaryTree>
11119 <BinaryTree type="DecisionTree" boostWeight="3.3747688066187809e-01" itree="770">
11120 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6606868505477905e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4465950131416321e-01" nType="0">
11121 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.1494164615869522e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8304605484008789e-01" nType="0">
11122 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3567054271697998e-01" nType="1"/>
11123 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.0124753229320049e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6378696560859680e-01" nType="-1"/>
11124 </Node>
11125 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.1031441688537598e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4214536249637604e-02" nType="-1"/>
11126 </Node>
11127 </BinaryTree>
11128 <BinaryTree type="DecisionTree" boostWeight="2.0811432749935146e-01" itree="771">
11129 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2996454238891602e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5085909366607666e-01" nType="0">
11130 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0406985282897949e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7391501665115356e-01" nType="1"/>
11131 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.4141582250595093e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2243000268936157e-01" nType="0">
11132 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3739554882049561e-01" nType="1"/>
11133 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.4276569366455078e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9306377768516541e-01" nType="0">
11134 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9962112903594971e-01" nType="1"/>
11135 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6729028224945068e-01" nType="-1"/>
11136 </Node>
11137 </Node>
11138 </Node>
11139 </BinaryTree>
11140 <BinaryTree type="DecisionTree" boostWeight="5.3418857398311859e-01" itree="772">
11141 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5990356802940369e-01" nType="0">
11142 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.4735394865274429e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8460694551467896e-01" nType="0">
11143 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6397618055343628e-01" nType="1"/>
11144 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.4101867564022541e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1173102855682373e-01" nType="0">
11145 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2423043251037598e-01" nType="1"/>
11146 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1455772519111633e-01" nType="-1"/>
11147 </Node>
11148 </Node>
11149 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7500247955322266e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6586418747901917e-01" nType="0">
11150 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.3835444450378418e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1034051775932312e-01" nType="0">
11151 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4476345777511597e-01" nType="1"/>
11152 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.6689922809600830e-01" nType="-1"/>
11153 </Node>
11154 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11155 </Node>
11156 </Node>
11157 </BinaryTree>
11158 <BinaryTree type="DecisionTree" boostWeight="1.5599997235756630e-01" itree="773">
11159 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="8.5459022521972656e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7985258698463440e-01" nType="0">
11160 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.9934225082397461e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0482010841369629e-01" nType="0">
11161 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4214997291564941e-01" nType="1"/>
11162 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.2995107173919678e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8426175117492676e-01" nType="0">
11163 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9245886802673340e-01" nType="1"/>
11164 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7009131312370300e-01" nType="-1"/>
11165 </Node>
11166 </Node>
11167 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.0739123344421387e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7310004830360413e-01" nType="0">
11168 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.5563777923583984e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9470183849334717e-01" nType="0">
11169 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1844799518585205e-01" nType="1"/>
11170 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0666758716106415e-01" nType="-1"/>
11171 </Node>
11172 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0983058065176010e-02" nType="-1"/>
11173 </Node>
11174 </Node>
11175 </BinaryTree>
11176 <BinaryTree type="DecisionTree" boostWeight="2.7107656752505455e-01" itree="774">
11177 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.3537977337837219e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7353913784027100e-01" nType="0">
11178 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.8638159334659576e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9537303447723389e-01" nType="0">
11179 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.6189401745796204e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7739396095275879e-01" nType="1"/>
11180 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.7648043632507324e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2250260114669800e-01" nType="0">
11181 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1311545372009277e-01" nType="1"/>
11182 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8253792524337769e-01" nType="-1"/>
11183 </Node>
11184 </Node>
11185 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11186 </Node>
11187 </BinaryTree>
11188 <BinaryTree type="DecisionTree" boostWeight="3.4252454114617842e-01" itree="775">
11189 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7500262260437012e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4496324062347412e-01" nType="0">
11190 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3518331050872803e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8700412511825562e-01" nType="0">
11191 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.3624434471130371e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8552243709564209e-01" nType="1"/>
11192 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.8349879980087280e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3026623129844666e-01" nType="0">
11193 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4116302728652954e-01" nType="1"/>
11194 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1698974072933197e-01" nType="-1"/>
11195 </Node>
11196 </Node>
11197 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5609476089477539e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8606476783752441e-01" nType="0">
11198 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2764430046081543e-01" nType="1"/>
11199 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.3605909347534180e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0733337998390198e-01" nType="-1"/>
11200 </Node>
11201 </Node>
11202 </BinaryTree>
11203 <BinaryTree type="DecisionTree" boostWeight="3.4787602323880729e-01" itree="776">
11204 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3269964456558228e-01" nType="0">
11205 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.4200787544250488e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7705348730087280e-01" nType="0">
11206 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.5313394144177437e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3156491518020630e-01" nType="1"/>
11207 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7736833691596985e-01" nType="-1"/>
11208 </Node>
11209 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5164066553115845e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0836433172225952e-01" nType="0">
11210 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6726391315460205e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0811172127723694e-01" nType="0">
11211 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9999150037765503e-01" nType="1"/>
11212 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11213 </Node>
11214 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4122372865676880e-01" nType="-1"/>
11215 </Node>
11216 </Node>
11217 </BinaryTree>
11218 <BinaryTree type="DecisionTree" boostWeight="3.9551619139372318e-01" itree="777">
11219 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3730941414833069e-01" nType="0">
11220 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.2468314170837402e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7513564825057983e-01" nType="0">
11221 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11222 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.4760311469435692e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4241818189620972e-01" nType="0">
11223 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0035580396652222e-01" nType="1"/>
11224 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0431509017944336e-01" nType="-1"/>
11225 </Node>
11226 </Node>
11227 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.6141729354858398e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4692874550819397e-01" nType="0">
11228 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.5314829349517822e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7294721603393555e-01" nType="0">
11229 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2241178750991821e-01" nType="1"/>
11230 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7855283021926880e-01" nType="-1"/>
11231 </Node>
11232 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.8282685503363609e-03" nType="-1"/>
11233 </Node>
11234 </Node>
11235 </BinaryTree>
11236 <BinaryTree type="DecisionTree" boostWeight="5.9209240060437618e-01" itree="778">
11237 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2051004171371460e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3454942107200623e-01" nType="0">
11238 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.4025820419192314e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4616373777389526e-01" nType="0">
11239 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.9934011697769165e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1021658182144165e-01" nType="0">
11240 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7085280418395996e-01" nType="1"/>
11241 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9487647712230682e-01" nType="-1"/>
11242 </Node>
11243 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="2.9393765144050121e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9387345314025879e-01" nType="0">
11244 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5888611078262329e-01" nType="1"/>
11245 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7922746986150742e-02" nType="-1"/>
11246 </Node>
11247 </Node>
11248 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8549158573150635e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7803921699523926e-01" nType="0">
11249 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.1265825033187866e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3826646208763123e-01" nType="0">
11250 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4569771289825439e-01" nType="1"/>
11251 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2357664853334427e-01" nType="-1"/>
11252 </Node>
11253 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.2681517899036407e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9704134911298752e-02" nType="-1"/>
11254 </Node>
11255 </Node>
11256 </BinaryTree>
11257 <BinaryTree type="DecisionTree" boostWeight="2.8038027975334007e-01" itree="779">
11258 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6141719818115234e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3284901976585388e-01" nType="0">
11259 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.7736859321594238e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5832282304763794e-01" nType="0">
11260 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8047075271606445e-01" nType="1"/>
11261 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="4.7245612740516663e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2229276895523071e-01" nType="0">
11262 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1742123365402222e-01" nType="1"/>
11263 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1086325049400330e-01" nType="-1"/>
11264 </Node>
11265 </Node>
11266 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.4687377929687500e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7541911602020264e-01" nType="0">
11267 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5944550037384033e-01" nType="1"/>
11268 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.9696130752563477e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4843766391277313e-01" nType="-1"/>
11269 </Node>
11270 </Node>
11271 </BinaryTree>
11272 <BinaryTree type="DecisionTree" boostWeight="4.0865108287783847e-01" itree="780">
11273 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9032776355743408e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2045559883117676e-01" nType="0">
11274 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.2663578987121582e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3732391595840454e-01" nType="0">
11275 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1552758216857910e-01" nType="1"/>
11276 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.6125156283378601e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8886408805847168e-01" nType="0">
11277 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3026490211486816e-01" nType="1"/>
11278 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3978995084762573e-01" nType="-1"/>
11279 </Node>
11280 </Node>
11281 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7667422294616699e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6943849921226501e-01" nType="0">
11282 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.5892124176025391e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3387588858604431e-01" nType="0">
11283 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1816056966781616e-01" nType="1"/>
11284 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3861961960792542e-01" nType="-1"/>
11285 </Node>
11286 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4873934686183929e-01" nType="-1"/>
11287 </Node>
11288 </Node>
11289 </BinaryTree>
11290 <BinaryTree type="DecisionTree" boostWeight="4.0070115467737039e-01" itree="781">
11291 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5000785589218140e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8850306868553162e-01" nType="0">
11292 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7131247520446777e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4821177721023560e-01" nType="0">
11293 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="9.1698950529098511e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4211114645004272e-01" nType="0">
11294 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1157362461090088e-01" nType="1"/>
11295 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8145971298217773e-01" nType="-1"/>
11296 </Node>
11297 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.0667846500873566e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0613737702369690e-01" nType="0">
11298 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3238093852996826e-01" nType="1"/>
11299 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1012657284736633e-01" nType="-1"/>
11300 </Node>
11301 </Node>
11302 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0328238010406494e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8447767496109009e-01" nType="0">
11303 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5041234493255615e-01" nType="1"/>
11304 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="5.4018819332122803e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5879066586494446e-01" nType="0">
11305 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2829211950302124e-01" nType="1"/>
11306 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0867999792098999e-01" nType="-1"/>
11307 </Node>
11308 </Node>
11309 </Node>
11310 </BinaryTree>
11311 <BinaryTree type="DecisionTree" boostWeight="5.9224878142048576e-01" itree="782">
11312 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.7811799049377441e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0918191671371460e-01" nType="0">
11313 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.8449411392211914e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5912961959838867e-01" nType="0">
11314 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.9412665367126465e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0530112981796265e-01" nType="1"/>
11315 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.3670164108276367e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1735404729843140e-01" nType="0">
11316 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8563976287841797e-01" nType="1"/>
11317 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4284695684909821e-01" nType="-1"/>
11318 </Node>
11319 </Node>
11320 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.4389311075210571e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7146192193031311e-01" nType="0">
11321 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7379995584487915e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7942849397659302e-01" nType="0">
11322 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7562791109085083e-01" nType="1"/>
11323 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7836871147155762e-01" nType="-1"/>
11324 </Node>
11325 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.2524143457412720e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4732346832752228e-01" nType="-1"/>
11326 </Node>
11327 </Node>
11328 </BinaryTree>
11329 <BinaryTree type="DecisionTree" boostWeight="3.4013070258325750e-01" itree="783">
11330 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5130296945571899e-01" nType="0">
11331 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="9.5435045659542084e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3824439048767090e-01" nType="0">
11332 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.3914729356765747e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2819676399230957e-01" nType="1"/>
11333 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.0134932994842529e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7301617264747620e-01" nType="0">
11334 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11335 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7092879414558411e-01" nType="-1"/>
11336 </Node>
11337 </Node>
11338 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7240490913391113e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8739576339721680e-01" nType="0">
11339 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.3522160053253174e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0731116533279419e-01" nType="0">
11340 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0357283353805542e-01" nType="1"/>
11341 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5488744974136353e-01" nType="-1"/>
11342 </Node>
11343 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1957008540630341e-01" nType="-1"/>
11344 </Node>
11345 </Node>
11346 </BinaryTree>
11347 <BinaryTree type="DecisionTree" boostWeight="4.1012188674180655e-01" itree="784">
11348 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1227086782455444e-01" nType="0">
11349 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.4474732875823975e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3404488563537598e-01" nType="0">
11350 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7107808589935303e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7240449190139771e-01" nType="0">
11351 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11352 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0413835644721985e-01" nType="-1"/>
11353 </Node>
11354 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.0008949041366577e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2050018310546875e-01" nType="0">
11355 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6084054708480835e-01" nType="1"/>
11356 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5673341155052185e-01" nType="-1"/>
11357 </Node>
11358 </Node>
11359 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8912750482559204e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6563795804977417e-01" nType="0">
11360 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.6864501833915710e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7018238902091980e-01" nType="0">
11361 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4994237422943115e-01" nType="1"/>
11362 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7628829702734947e-02" nType="-1"/>
11363 </Node>
11364 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.7634920477867126e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6888967156410217e-01" nType="-1"/>
11365 </Node>
11366 </Node>
11367 </BinaryTree>
11368 <BinaryTree type="DecisionTree" boostWeight="4.0129600326609588e-01" itree="785">
11369 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164191722869873e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5770451426506042e-01" nType="0">
11370 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.3469371795654297e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1826765537261963e-01" nType="0">
11371 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.6914783716201782e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8695694208145142e-01" nType="1"/>
11372 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7076458930969238e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5316593647003174e-01" nType="-1"/>
11373 </Node>
11374 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.5526445508003235e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6324399709701538e-01" nType="0">
11375 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7190581560134888e-01" nType="1"/>
11376 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.0240298509597778e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1821590662002563e-01" nType="-1"/>
11377 </Node>
11378 </Node>
11379 </BinaryTree>
11380 <BinaryTree type="DecisionTree" boostWeight="2.6371204080150140e-01" itree="786">
11381 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6586686372756958e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7678285837173462e-01" nType="0">
11382 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.5668095350265503e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2769804000854492e-01" nType="0">
11383 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.4095191955566406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8862113952636719e-01" nType="1"/>
11384 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.3116284608840942e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0666019916534424e-01" nType="0">
11385 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1616340875625610e-01" nType="1"/>
11386 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6717981100082397e-01" nType="-1"/>
11387 </Node>
11388 </Node>
11389 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.3294904232025146e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2054840475320816e-01" nType="-1"/>
11390 </Node>
11391 </BinaryTree>
11392 <BinaryTree type="DecisionTree" boostWeight="3.3142682222861219e-01" itree="787">
11393 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1220070123672485e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4115653634071350e-01" nType="0">
11394 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.4042497873306274e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6569534540176392e-01" nType="0">
11395 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8273482322692871e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3537311553955078e-01" nType="1"/>
11396 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.1788704395294189e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1150655746459961e-01" nType="0">
11397 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11398 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5763272047042847e-01" nType="-1"/>
11399 </Node>
11400 </Node>
11401 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.4954925775527954e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3326992392539978e-01" nType="0">
11402 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.5127099752426147e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6619486808776855e-01" nType="0">
11403 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0860294103622437e-01" nType="1"/>
11404 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7495342493057251e-01" nType="-1"/>
11405 </Node>
11406 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.2918682098388672e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7577602863311768e-01" nType="-1"/>
11407 </Node>
11408 </Node>
11409 </BinaryTree>
11410 <BinaryTree type="DecisionTree" boostWeight="3.7741535564228929e-01" itree="788">
11411 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5164191722869873e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8137372732162476e-01" nType="0">
11412 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.8593345880508423e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7211214303970337e-01" nType="0">
11413 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0687477588653564e-01" nType="1"/>
11414 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.6559828817844391e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4183328151702881e-01" nType="0">
11415 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9776163101196289e-01" nType="1"/>
11416 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2450993955135345e-01" nType="-1"/>
11417 </Node>
11418 </Node>
11419 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5141396522521973e-01" nType="0">
11420 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="6.5281977877020836e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6909322738647461e-01" nType="0">
11421 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11422 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0096784234046936e-01" nType="-1"/>
11423 </Node>
11424 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.6174958944320679e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9579570889472961e-01" nType="-1"/>
11425 </Node>
11426 </Node>
11427 </BinaryTree>
11428 <BinaryTree type="DecisionTree" boostWeight="2.6391066468820434e-01" itree="789">
11429 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0670465230941772e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0425797700881958e-01" nType="0">
11430 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11431 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.5551846623420715e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8551791906356812e-01" nType="0">
11432 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.1000680923461914e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0440812110900879e-01" nType="0">
11433 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0179802179336548e-01" nType="1"/>
11434 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3555310368537903e-01" nType="-1"/>
11435 </Node>
11436 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11437 </Node>
11438 </Node>
11439 </BinaryTree>
11440 <BinaryTree type="DecisionTree" boostWeight="3.3910688770388353e-01" itree="790">
11441 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.6141734123229980e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2784234285354614e-01" nType="0">
11442 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.3449189662933350e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6929516792297363e-01" nType="0">
11443 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="3.4138210117816925e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1320370435714722e-01" nType="0">
11444 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4186480045318604e-01" nType="1"/>
11445 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9620738625526428e-01" nType="-1"/>
11446 </Node>
11447 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="7.2164225578308105e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1212124228477478e-01" nType="0">
11448 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2119567394256592e-01" nType="1"/>
11449 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9225471019744873e-02" nType="-1"/>
11450 </Node>
11451 </Node>
11452 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.5276247024536133e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3958065211772919e-01" nType="-1"/>
11453 </Node>
11454 </BinaryTree>
11455 <BinaryTree type="DecisionTree" boostWeight="4.2877574264102797e-01" itree="791">
11456 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2068533897399902e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3276249170303345e-01" nType="0">
11457 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8663386106491089e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4957221746444702e-01" nType="1"/>
11458 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.8549146652221680e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9455893635749817e-01" nType="-1"/>
11459 </Node>
11460 </BinaryTree>
11461 <BinaryTree type="DecisionTree" boostWeight="4.4627598376118283e-01" itree="792">
11462 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1240729093551636e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0644996166229248e-01" nType="0">
11463 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0015525817871094e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6295667886734009e-01" nType="0">
11464 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11465 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.6050792932510376e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4402695894241333e-01" nType="0">
11466 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8344720602035522e-01" nType="1"/>
11467 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6057617664337158e-01" nType="-1"/>
11468 </Node>
11469 </Node>
11470 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8549146652221680e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6346351504325867e-01" nType="0">
11471 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.7623862028121948e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3037649393081665e-01" nType="0">
11472 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5350049734115601e-01" nType="1"/>
11473 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2536506056785583e-01" nType="-1"/>
11474 </Node>
11475 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1867591738700867e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.5946343541145325e-01" nType="-1"/>
11476 </Node>
11477 </Node>
11478 </BinaryTree>
11479 <BinaryTree type="DecisionTree" boostWeight="2.4095542809268669e-01" itree="793">
11480 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.1141960620880127e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8413666486740112e-01" nType="0">
11481 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.0113432407379150e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0473537445068359e-01" nType="1"/>
11482 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11483 </Node>
11484 </BinaryTree>
11485 <BinaryTree type="DecisionTree" boostWeight="1.9364394252544828e-01" itree="794">
11486 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.4326546788215637e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6895635128021240e-01" nType="0">
11487 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7489271163940430e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9453350901603699e-01" nType="0">
11488 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.4099048078060150e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2995944023132324e-01" nType="1"/>
11489 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.9724130630493164e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0199780464172363e-01" nType="0">
11490 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5494829416275024e-01" nType="1"/>
11491 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8254193067550659e-01" nType="-1"/>
11492 </Node>
11493 </Node>
11494 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="4.7636359930038452e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0526021718978882e-01" nType="-1"/>
11495 </Node>
11496 </BinaryTree>
11497 <BinaryTree type="DecisionTree" boostWeight="4.4790419746634491e-01" itree="795">
11498 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4814803600311279e-01" nType="0">
11499 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.7935299873352051e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3968988656997681e-01" nType="1"/>
11500 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9035457372665405e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6514097452163696e-01" nType="0">
11501 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6167338490486145e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5687273144721985e-01" nType="0">
11502 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5275171995162964e-01" nType="1"/>
11503 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4860105339903384e-06" nType="-1"/>
11504 </Node>
11505 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7727169990539551e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5817269086837769e-01" nType="-1"/>
11506 </Node>
11507 </Node>
11508 </BinaryTree>
11509 <BinaryTree type="DecisionTree" boostWeight="3.9005067109529468e-01" itree="796">
11510 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8137726783752441e-01" nType="0">
11511 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.0524693652987480e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3037835359573364e-01" nType="0">
11512 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11513 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1305416822433472e-01" nType="-1"/>
11514 </Node>
11515 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3300063133239746e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3993463516235352e-01" nType="0">
11516 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="5.9222483634948730e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6321978569030762e-01" nType="0">
11517 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2937223911285400e-01" nType="1"/>
11518 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3023279905319214e-01" nType="-1"/>
11519 </Node>
11520 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11521 </Node>
11522 </Node>
11523 </BinaryTree>
11524 <BinaryTree type="DecisionTree" boostWeight="3.7793229182599269e-01" itree="797">
11525 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7008794546127319e-01" nType="0">
11526 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3582700490951538e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0239446163177490e-01" nType="0">
11527 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.8159624338150024e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8591749668121338e-01" nType="1"/>
11528 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="8.3046384155750275e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9117810130119324e-01" nType="0">
11529 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.9106082916259766e-01" nType="1"/>
11530 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7895963788032532e-01" nType="-1"/>
11531 </Node>
11532 </Node>
11533 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.9461266994476318e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8037618994712830e-01" nType="0">
11534 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5259885787963867e-01" nType="1"/>
11535 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.4857249259948730e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5379022359848022e-01" nType="-1"/>
11536 </Node>
11537 </Node>
11538 </BinaryTree>
11539 <BinaryTree type="DecisionTree" boostWeight="4.2372129959692401e-01" itree="798">
11540 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.1943399906158447e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4198861718177795e-01" nType="0">
11541 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.7215414047241211e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1238884925842285e-01" nType="0">
11542 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4638706445693970e-01" nType="1"/>
11543 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.6009442806243896e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8194304704666138e-01" nType="0">
11544 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0787276029586792e-01" nType="1"/>
11545 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11546 </Node>
11547 </Node>
11548 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.3777048587799072e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6763259768486023e-01" nType="0">
11549 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.8259713649749756e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4261711835861206e-01" nType="0">
11550 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4852353334426880e-01" nType="1"/>
11551 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8365876674652100e-01" nType="-1"/>
11552 </Node>
11553 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.4322403073310852e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8920564055442810e-01" nType="0">
11554 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1491483449935913e-01" nType="1"/>
11555 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9566245377063751e-01" nType="-1"/>
11556 </Node>
11557 </Node>
11558 </Node>
11559 </BinaryTree>
11560 <BinaryTree type="DecisionTree" boostWeight="2.8207263066803018e-01" itree="799">
11561 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8984829187393188e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5346733927726746e-01" nType="0">
11562 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.7828387022018433e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1060765981674194e-01" nType="0">
11563 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1286687850952148e-01" nType="1"/>
11564 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.8065528869628906e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4996675848960876e-01" nType="-1"/>
11565 </Node>
11566 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="2.1669479086995125e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7990162372589111e-01" nType="0">
11567 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="5.4160398431122303e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4524595737457275e-01" nType="0">
11568 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11569 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3141136765480042e-01" nType="-1"/>
11570 </Node>
11571 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9594589769840240e-02" nType="-1"/>
11572 </Node>
11573 </Node>
11574 </BinaryTree>
11575 <BinaryTree type="DecisionTree" boostWeight="3.9772528295850013e-01" itree="800">
11576 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2425456643104553e-01" nType="0">
11577 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.7105875015258789e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6862384080886841e-01" nType="0">
11578 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.7075489759445190e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6001677513122559e-01" nType="0">
11579 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3287856578826904e-01" nType="1"/>
11580 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8373076319694519e-01" nType="-1"/>
11581 </Node>
11582 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.1308856606483459e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0177414417266846e-01" nType="-1"/>
11583 </Node>
11584 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.5693031251430511e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3761641383171082e-01" nType="0">
11585 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1036229133605957e-01" nType="1"/>
11586 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="8.1880016326904297e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8811356425285339e-01" nType="-1"/>
11587 </Node>
11588 </Node>
11589 </BinaryTree>
11590 <BinaryTree type="DecisionTree" boostWeight="3.2219526733518705e-01" itree="801">
11591 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3403711318969727e-01" nType="0">
11592 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.8859442323446274e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0652427673339844e-01" nType="1"/>
11593 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5164251327514648e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8992714285850525e-01" nType="0">
11594 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3642370223999023e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5866211652755737e-01" nType="0">
11595 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9245109558105469e-01" nType="1"/>
11596 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11597 </Node>
11598 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.9639785289764404e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3293446898460388e-01" nType="-1"/>
11599 </Node>
11600 </Node>
11601 </BinaryTree>
11602 <BinaryTree type="DecisionTree" boostWeight="2.1873692261260702e-01" itree="802">
11603 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1421256065368652e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5263624191284180e-01" nType="0">
11604 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.5231904983520508e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6738338470458984e-01" nType="0">
11605 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2713603973388672e-01" nType="1"/>
11606 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.7356994152069092e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4971621036529541e-01" nType="0">
11607 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3130966424942017e-01" nType="1"/>
11608 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5033446550369263e-01" nType="-1"/>
11609 </Node>
11610 </Node>
11611 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="1.5095996856689453e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6682879626750946e-01" nType="-1"/>
11612 </Node>
11613 </BinaryTree>
11614 <BinaryTree type="DecisionTree" boostWeight="5.6258860906042829e-01" itree="803">
11615 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177745819091797e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2974826097488403e-01" nType="0">
11616 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.6600303053855896e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3186516761779785e-01" nType="0">
11617 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.2943174690008163e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8438234329223633e-01" nType="1"/>
11618 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11619 </Node>
11620 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="5.2475857734680176e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9798069000244141e-01" nType="0">
11621 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.7666993141174316e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3067090511322021e-01" nType="0">
11622 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4445658922195435e-01" nType="1"/>
11623 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6055728793144226e-01" nType="-1"/>
11624 </Node>
11625 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.4111901521682739e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2962140440940857e-01" nType="0">
11626 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11627 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8698921203613281e-01" nType="-1"/>
11628 </Node>
11629 </Node>
11630 </Node>
11631 </BinaryTree>
11632 <BinaryTree type="DecisionTree" boostWeight="6.3311584992883763e-01" itree="804">
11633 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4529908895492554e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4931057691574097e-01" nType="0">
11634 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.0059447288513184e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3372901678085327e-01" nType="0">
11635 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.4780005216598511e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9655621051788330e-01" nType="1"/>
11636 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="7.7941942214965820e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4795504808425903e-01" nType="0">
11637 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4367237091064453e-01" nType="1"/>
11638 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9227868318557739e-01" nType="-1"/>
11639 </Node>
11640 </Node>
11641 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7467486858367920e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1553310751914978e-01" nType="0">
11642 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.3085317611694336e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8407954573631287e-01" nType="0">
11643 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2215989828109741e-01" nType="1"/>
11644 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1995764374732971e-01" nType="-1"/>
11645 </Node>
11646 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.7457314729690552e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2234356999397278e-02" nType="-1"/>
11647 </Node>
11648 </Node>
11649 </BinaryTree>
11650 <BinaryTree type="DecisionTree" boostWeight="4.3639877820253337e-01" itree="805">
11651 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.7106313705444336e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9315714836120605e-01" nType="0">
11652 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.1155776977539062e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4752229452133179e-01" nType="0">
11653 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="8.0304813385009766e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8572752475738525e-01" nType="1"/>
11654 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7889478802680969e-01" nType="-1"/>
11655 </Node>
11656 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.6605247259140015e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3243902921676636e-01" nType="0">
11657 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.0846372842788696e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4807158708572388e-01" nType="0">
11658 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4367990493774414e-01" nType="1"/>
11659 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11660 </Node>
11661 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="8.6396777629852295e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9278346300125122e-01" nType="0">
11662 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3023642301559448e-01" nType="1"/>
11663 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3176702260971069e-01" nType="-1"/>
11664 </Node>
11665 </Node>
11666 </Node>
11667 </BinaryTree>
11668 <BinaryTree type="DecisionTree" boostWeight="4.5855798229932182e-01" itree="806">
11669 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177596807479858e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7330698370933533e-01" nType="0">
11670 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.7201485633850098e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8691209554672241e-01" nType="0">
11671 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.5343288481235504e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5049883127212524e-01" nType="1"/>
11672 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.1919632554054260e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4872045516967773e-01" nType="0">
11673 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.5421105623245239e-01" nType="1"/>
11674 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8714268803596497e-01" nType="-1"/>
11675 </Node>
11676 </Node>
11677 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.1218538284301758e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3103609085083008e-01" nType="0">
11678 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6101776361465454e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0487762689590454e-01" nType="0">
11679 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5931028127670288e-01" nType="1"/>
11680 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7755554914474487e-01" nType="-1"/>
11681 </Node>
11682 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="4.0886256098747253e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.3296786844730377e-01" nType="0">
11683 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9952807426452637e-01" nType="1"/>
11684 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7761370539665222e-01" nType="-1"/>
11685 </Node>
11686 </Node>
11687 </Node>
11688 </BinaryTree>
11689 <BinaryTree type="DecisionTree" boostWeight="3.5434185924800649e-01" itree="807">
11690 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2068533897399902e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2841961383819580e-01" nType="0">
11691 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.7277116775512695e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1527681350708008e-01" nType="0">
11692 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8263744190335274e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9040012359619141e-01" nType="1"/>
11693 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2654070258140564e-01" nType="-1"/>
11694 </Node>
11695 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7500262260437012e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5634443163871765e-01" nType="0">
11696 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7950189113616943e-01" nType="1"/>
11697 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1255632638931274e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0133992433547974e-01" nType="-1"/>
11698 </Node>
11699 </Node>
11700 </BinaryTree>
11701 <BinaryTree type="DecisionTree" boostWeight="4.2216424956911819e-01" itree="808">
11702 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.0444991111755371e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1667410731315613e-01" nType="0">
11703 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.5434436798095703e-01" nType="1"/>
11704 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9883592128753662e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8147130608558655e-01" nType="0">
11705 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="2.8401815891265869e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8578825592994690e-01" nType="0">
11706 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6816570758819580e-01" nType="1"/>
11707 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1314506530761719e-01" nType="-1"/>
11708 </Node>
11709 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="7.6436263322830200e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0899562537670135e-01" nType="-1"/>
11710 </Node>
11711 </Node>
11712 </BinaryTree>
11713 <BinaryTree type="DecisionTree" boostWeight="5.1919932537086810e-01" itree="809">
11714 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2038743495941162e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0782563686370850e-01" nType="0">
11715 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3914729356765747e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9272071123123169e-01" nType="0">
11716 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.8771899938583374e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.4328889846801758e-01" nType="1"/>
11717 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.2090005278587341e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9845737218856812e-01" nType="0">
11718 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0631784200668335e-01" nType="1"/>
11719 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3130753040313721e-01" nType="-1"/>
11720 </Node>
11721 </Node>
11722 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.3734815418720245e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9820846915245056e-01" nType="0">
11723 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5257847309112549e-01" nType="1"/>
11724 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.3074299693107605e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5041195154190063e-01" nType="-1"/>
11725 </Node>
11726 </Node>
11727 </BinaryTree>
11728 <BinaryTree type="DecisionTree" boostWeight="4.0517014522765760e-01" itree="810">
11729 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.8990939855575562e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0384410619735718e-01" nType="0">
11730 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.0650999546051025e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8302094936370850e-01" nType="0">
11731 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11732 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="8.7722578048706055e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5427768230438232e-01" nType="0">
11733 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0713180303573608e-01" nType="1"/>
11734 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3324744701385498e-01" nType="-1"/>
11735 </Node>
11736 </Node>
11737 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.6958161592483521e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2414649724960327e-01" nType="0">
11738 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.7789610624313354e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9397822618484497e-01" nType="0">
11739 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6969643831253052e-01" nType="1"/>
11740 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3373003602027893e-01" nType="-1"/>
11741 </Node>
11742 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.9211283326148987e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.2287588715553284e-01" nType="-1"/>
11743 </Node>
11744 </Node>
11745 </BinaryTree>
11746 <BinaryTree type="DecisionTree" boostWeight="5.3536722445254925e-01" itree="811">
11747 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8549158573150635e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2599581480026245e-01" nType="0">
11748 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.0727058053016663e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9802540540695190e-01" nType="0">
11749 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.1054522991180420e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4927157163619995e-01" nType="1"/>
11750 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.2958078384399414e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6456100940704346e-01" nType="0">
11751 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5334614515304565e-01" nType="1"/>
11752 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1815675497055054e-01" nType="-1"/>
11753 </Node>
11754 </Node>
11755 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.3578143119812012e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0289992094039917e-01" nType="0">
11756 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0152870416641235e-01" nType="1"/>
11757 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.5160918235778809e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0729007422924042e-01" nType="-1"/>
11758 </Node>
11759 </Node>
11760 </BinaryTree>
11761 <BinaryTree type="DecisionTree" boostWeight="1.7770691664521640e-01" itree="812">
11762 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4276569366455078e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0805878639221191e-01" nType="0">
11763 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.0181649208068848e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2189117670059204e-01" nType="0">
11764 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2346820831298828e-01" nType="1"/>
11765 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.3716168403625488e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0651913881301880e-01" nType="0">
11766 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4486697912216187e-01" nType="1"/>
11767 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6213013529777527e-01" nType="-1"/>
11768 </Node>
11769 </Node>
11770 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2500421404838562e-02" nType="-1"/>
11771 </Node>
11772 </BinaryTree>
11773 <BinaryTree type="DecisionTree" boostWeight="3.4117103430503049e-01" itree="813">
11774 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.5718673467636108e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6466180682182312e-01" nType="0">
11775 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.6167789995670319e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9040246009826660e-01" nType="0">
11776 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3561394214630127e-01" nType="1"/>
11777 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.7984378337860107e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9085480570793152e-01" nType="-1"/>
11778 </Node>
11779 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11780 </Node>
11781 </BinaryTree>
11782 <BinaryTree type="DecisionTree" boostWeight="2.4822515306924908e-01" itree="814">
11783 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.0672011375427246e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9978345632553101e-01" nType="0">
11784 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.0921303033828735e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1576769351959229e-01" nType="0">
11785 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="3.8114316761493683e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5415803194046021e-01" nType="0">
11786 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4403885602951050e-01" nType="1"/>
11787 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6657127141952515e-01" nType="-1"/>
11788 </Node>
11789 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="9.5206058025360107e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6141473054885864e-01" nType="0">
11790 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7960345745086670e-01" nType="1"/>
11791 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7673539519309998e-01" nType="-1"/>
11792 </Node>
11793 </Node>
11794 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4063724279403687e-01" nType="-1"/>
11795 </Node>
11796 </BinaryTree>
11797 <BinaryTree type="DecisionTree" boostWeight="5.0608540415513870e-01" itree="815">
11798 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1777696609497070e-01" nType="0">
11799 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0044738054275513e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1912902593612671e-01" nType="0">
11800 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11801 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="9.6337455511093140e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8665951490402222e-01" nType="0">
11802 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4168890714645386e-01" nType="1"/>
11803 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2190381884574890e-01" nType="-1"/>
11804 </Node>
11805 </Node>
11806 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9000133275985718e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8012716174125671e-01" nType="0">
11807 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="5.4272788763046265e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8299095034599304e-01" nType="0">
11808 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3572990894317627e-01" nType="1"/>
11809 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1059609949588776e-01" nType="-1"/>
11810 </Node>
11811 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.5810088813304901e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4600888788700104e-01" nType="0">
11812 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2549254894256592e-01" nType="1"/>
11813 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3291391134262085e-02" nType="-1"/>
11814 </Node>
11815 </Node>
11816 </Node>
11817 </BinaryTree>
11818 <BinaryTree type="DecisionTree" boostWeight="3.4055918446969863e-01" itree="816">
11819 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8070878982543945e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1567220687866211e-01" nType="0">
11820 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.2031345367431641e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8036013841629028e-01" nType="0">
11821 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="7.1121816635131836e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8715118169784546e-01" nType="1"/>
11822 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.4374736785888672e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.5042205452919006e-01" nType="-1"/>
11823 </Node>
11824 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7275528311729431e-01" nType="0">
11825 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.4493670463562012e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3722393512725830e-01" nType="0">
11826 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0064574480056763e-01" nType="1"/>
11827 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5399415493011475e-01" nType="-1"/>
11828 </Node>
11829 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.4548754692077637e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1745156645774841e-01" nType="0">
11830 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2072244882583618e-01" nType="1"/>
11831 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3563965260982513e-02" nType="-1"/>
11832 </Node>
11833 </Node>
11834 </Node>
11835 </BinaryTree>
11836 <BinaryTree type="DecisionTree" boostWeight="4.6809151769160240e-01" itree="817">
11837 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2948120832443237e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0473070740699768e-01" nType="0">
11838 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
11839 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.8769769072532654e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4496077895164490e-01" nType="0">
11840 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.5369344949722290e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8922929763793945e-01" nType="0">
11841 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6413829326629639e-01" nType="1"/>
11842 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0972582101821899e-01" nType="-1"/>
11843 </Node>
11844 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.0206611752510071e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9879519492387772e-02" nType="-1"/>
11845 </Node>
11846 </Node>
11847 </BinaryTree>
11848 <BinaryTree type="DecisionTree" boostWeight="1.5548405160074028e-01" itree="818">
11849 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.0401996612548828e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4920283555984497e-01" nType="0">
11850 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.3121668815612793e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.1944427490234375e-01" nType="1"/>
11851 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="5.4243865013122559e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3195959925651550e-01" nType="-1"/>
11852 </Node>
11853 </BinaryTree>
11854 <BinaryTree type="DecisionTree" boostWeight="4.0956932453452422e-01" itree="819">
11855 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035472869873047e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0094515085220337e-01" nType="0">
11856 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8091286718845367e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1781889200210571e-01" nType="0">
11857 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.1760754585266113e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9948011636734009e-01" nType="1"/>
11858 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.5144354104995728e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.2726778686046600e-01" nType="0">
11859 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3868442773818970e-01" nType="1"/>
11860 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11861 </Node>
11862 </Node>
11863 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.7668764591217041e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7999323010444641e-01" nType="0">
11864 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="6.5906101465225220e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3225353956222534e-01" nType="0">
11865 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7008457183837891e-01" nType="1"/>
11866 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9819071888923645e-01" nType="-1"/>
11867 </Node>
11868 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1324672698974609e-01" nType="-1"/>
11869 </Node>
11870 </Node>
11871 </BinaryTree>
11872 <BinaryTree type="DecisionTree" boostWeight="3.8584872168904338e-01" itree="820">
11873 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6563193202018738e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3503871560096741e-01" nType="0">
11874 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.8461308479309082e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7130745649337769e-01" nType="0">
11875 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="7.1662467718124390e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3808166980743408e-01" nType="0">
11876 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6158004999160767e-01" nType="1"/>
11877 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9525291323661804e-01" nType="-1"/>
11878 </Node>
11879 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="6.8636065721511841e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1312083601951599e-01" nType="0">
11880 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7405275106430054e-01" nType="1"/>
11881 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1936472654342651e-01" nType="-1"/>
11882 </Node>
11883 </Node>
11884 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="2.2215062379837036e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9575924873352051e-02" nType="-1"/>
11885 </Node>
11886 </BinaryTree>
11887 <BinaryTree type="DecisionTree" boostWeight="3.8178190431518677e-01" itree="821">
11888 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7581896781921387e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3658056259155273e-01" nType="0">
11889 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.1286625862121582e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5411695241928101e-01" nType="1"/>
11890 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.9453914165496826e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8208326101303101e-01" nType="0">
11891 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.1981625556945801e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4064357280731201e-01" nType="0">
11892 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5229111909866333e-01" nType="1"/>
11893 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8934952020645142e-01" nType="-1"/>
11894 </Node>
11895 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.8770380318164825e-01" nType="-1"/>
11896 </Node>
11897 </Node>
11898 </BinaryTree>
11899 <BinaryTree type="DecisionTree" boostWeight="3.9115480803990610e-01" itree="822">
11900 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="6.6624011993408203e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2782485485076904e-01" nType="0">
11901 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3644908905029297e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4079996347427368e-01" nType="0">
11902 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.6481266021728516e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1250026226043701e-01" nType="1"/>
11903 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4910275936126709e-01" nType="-1"/>
11904 </Node>
11905 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.1941868066787720e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8504970073699951e-01" nType="0">
11906 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.2688777446746826e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8265650868415833e-01" nType="0">
11907 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4845341444015503e-01" nType="1"/>
11908 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3177971541881561e-01" nType="-1"/>
11909 </Node>
11910 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.3506532907485962e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4505343437194824e-01" nType="-1"/>
11911 </Node>
11912 </Node>
11913 </BinaryTree>
11914 <BinaryTree type="DecisionTree" boostWeight="5.5059828324739812e-01" itree="823">
11915 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7356994152069092e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9996390342712402e-01" nType="0">
11916 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.6558508872985840e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.1414300203323364e-01" nType="1"/>
11917 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5164197683334351e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2947638034820557e-01" nType="0">
11918 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="4.4842812418937683e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1808747053146362e-01" nType="0">
11919 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9285639524459839e-01" nType="1"/>
11920 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7643513083457947e-01" nType="-1"/>
11921 </Node>
11922 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.7664310932159424e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1369054317474365e-01" nType="-1"/>
11923 </Node>
11924 </Node>
11925 </BinaryTree>
11926 <BinaryTree type="DecisionTree" boostWeight="4.0871521459040383e-01" itree="824">
11927 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.1943399906158447e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0800474882125854e-01" nType="0">
11928 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.3389201164245605e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.9007170200347900e-01" nType="0">
11929 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="3.5686991214752197e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4418467283248901e-01" nType="1"/>
11930 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.1860315799713135e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5425620079040527e-01" nType="0">
11931 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4431300163269043e-01" nType="1"/>
11932 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0683355927467346e-01" nType="-1"/>
11933 </Node>
11934 </Node>
11935 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.9591113328933716e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6653419733047485e-01" nType="0">
11936 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.3994572460651398e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5469983816146851e-01" nType="1"/>
11937 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1092737317085266e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4197884202003479e-01" nType="0">
11938 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9463787078857422e-01" nType="1"/>
11939 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9780123233795166e-01" nType="-1"/>
11940 </Node>
11941 </Node>
11942 </Node>
11943 </BinaryTree>
11944 <BinaryTree type="DecisionTree" boostWeight="4.3484699308431962e-01" itree="825">
11945 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5177471637725830e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9584623575210571e-01" nType="0">
11946 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.2637590765953064e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2823330163955688e-01" nType="0">
11947 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.7486613988876343e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0672373771667480e-01" nType="1"/>
11948 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="1.4006334543228149e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6703764200210571e-01" nType="0">
11949 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8380020856857300e-01" nType="1"/>
11950 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8104588389396667e-01" nType="-1"/>
11951 </Node>
11952 </Node>
11953 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.2737115859985352e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7057968378067017e-01" nType="0">
11954 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3372145891189575e-01" nType="1"/>
11955 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.5221841335296631e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2112711071968079e-01" nType="-1"/>
11956 </Node>
11957 </Node>
11958 </BinaryTree>
11959 <BinaryTree type="DecisionTree" boostWeight="3.6660612354533056e-01" itree="826">
11960 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.2019681930541992e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7602262496948242e-01" nType="0">
11961 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7981309890747070e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4362436532974243e-01" nType="0">
11962 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.2045276165008545e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.6079636812210083e-01" nType="1"/>
11963 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7756332159042358e-01" nType="-1"/>
11964 </Node>
11965 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.3199409246444702e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.6695012450218201e-01" nType="0">
11966 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8781700730323792e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.8792402744293213e-01" nType="1"/>
11967 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.7575595080852509e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7504858374595642e-01" nType="-1"/>
11968 </Node>
11969 </Node>
11970 </BinaryTree>
11971 <BinaryTree type="DecisionTree" boostWeight="3.3414396374281852e-01" itree="827">
11972 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9035469293594360e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9000152945518494e-01" nType="0">
11973 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.7376608848571777e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0647433996200562e-01" nType="0">
11974 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.3157593086361885e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3422369956970215e-01" nType="1"/>
11975 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.1657776832580566e-01" nType="-1"/>
11976 </Node>
11977 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.9547556638717651e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8722532987594604e-01" nType="0">
11978 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.5211478173732758e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6130734682083130e-01" nType="0">
11979 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5523902177810669e-01" nType="1"/>
11980 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0235297679901123e-01" nType="-1"/>
11981 </Node>
11982 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.2270219326019287e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9362127780914307e-01" nType="-1"/>
11983 </Node>
11984 </Node>
11985 </BinaryTree>
11986 <BinaryTree type="DecisionTree" boostWeight="5.9433693952629629e-01" itree="828">
11987 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7515321969985962e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4181630015373230e-01" nType="0">
11988 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.3291774988174438e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4187220335006714e-01" nType="0">
11989 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="7.6132020950317383e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0575699806213379e-01" nType="0">
11990 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5733999013900757e-01" nType="1"/>
11991 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7501945197582245e-02" nType="-1"/>
11992 </Node>
11993 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.8524658083915710e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0740999281406403e-01" nType="0">
11994 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5752780437469482e-01" nType="1"/>
11995 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
11996 </Node>
11997 </Node>
11998 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.3075102195143700e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3007630705833435e-01" nType="0">
11999 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="8.7497884035110474e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3047574162483215e-01" nType="0">
12000 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.3406144380569458e-01" nType="1"/>
12001 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0650871992111206e-01" nType="-1"/>
12002 </Node>
12003 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="6.7285713739693165e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5805431604385376e-01" nType="0">
12004 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
12005 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2459978461265564e-01" nType="-1"/>
12006 </Node>
12007 </Node>
12008 </Node>
12009 </BinaryTree>
12010 <BinaryTree type="DecisionTree" boostWeight="2.4179916495048004e-01" itree="829">
12011 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.2373027801513672e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0084191560745239e-01" nType="0">
12012 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.1199922561645508e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1675552129745483e-01" nType="0">
12013 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="9.8419934511184692e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6341561079025269e-01" nType="0">
12014 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.6034089326858521e-01" nType="1"/>
12015 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0630158782005310e-01" nType="-1"/>
12016 </Node>
12017 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.9265491962432861e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5322892069816589e-01" nType="-1"/>
12018 </Node>
12019 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.4384333975613117e-02" nType="-1"/>
12020 </Node>
12021 </BinaryTree>
12022 <BinaryTree type="DecisionTree" boostWeight="4.2561943947934511e-01" itree="830">
12023 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7577358484268188e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4965639114379883e-01" nType="0">
12024 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.0400407947599888e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.7984533309936523e-01" nType="0">
12025 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.2495449520647526e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.8081717491149902e-01" nType="1"/>
12026 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="1.0126415491104126e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1788213253021240e-01" nType="0">
12027 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.4851343631744385e-01" nType="1"/>
12028 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7827721834182739e-01" nType="-1"/>
12029 </Node>
12030 </Node>
12031 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8553180694580078e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4689553976058960e-01" nType="0">
12032 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="6.7784410715103149e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0333523750305176e-01" nType="0">
12033 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8817754983901978e-01" nType="1"/>
12034 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9004862308502197e-01" nType="-1"/>
12035 </Node>
12036 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.1374089866876602e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9734034836292267e-02" nType="-1"/>
12037 </Node>
12038 </Node>
12039 </BinaryTree>
12040 <BinaryTree type="DecisionTree" boostWeight="5.2845378756048056e-01" itree="831">
12041 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8952827453613281e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6684202551841736e-01" nType="0">
12042 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.7264738082885742e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5178290605545044e-01" nType="0">
12043 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="6.7818385362625122e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5496832132339478e-01" nType="1"/>
12044 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.3371274948120117e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3954101502895355e-01" nType="-1"/>
12045 </Node>
12046 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.1050002574920654e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3014920353889465e-01" nType="0">
12047 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.3360457420349121e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9588007926940918e-01" nType="1"/>
12048 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.9123377203941345e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7724271118640900e-01" nType="-1"/>
12049 </Node>
12050 </Node>
12051 </BinaryTree>
12052 <BinaryTree type="DecisionTree" boostWeight="4.2687122804840333e-01" itree="832">
12053 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.6300368309020996e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6172031164169312e-01" nType="0">
12054 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="1.3109268620610237e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.0245260000228882e-01" nType="1"/>
12055 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.8070890903472900e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7122860550880432e-01" nType="0">
12056 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3370969295501709e-01" nType="1"/>
12057 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.4502688646316528e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0621007084846497e-01" nType="-1"/>
12058 </Node>
12059 </Node>
12060 </BinaryTree>
12061 <BinaryTree type="DecisionTree" boostWeight="4.0623089888990699e-01" itree="833">
12062 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.7245612740516663e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9710687398910522e-01" nType="0">
12063 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.2706838250160217e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2069749832153320e-01" nType="0">
12064 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.1987919807434082e-01" nType="1"/>
12065 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="6.2284505367279053e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7679015398025513e-01" nType="0">
12066 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6273373365402222e-01" nType="1"/>
12067 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9200142025947571e-01" nType="-1"/>
12068 </Node>
12069 </Node>
12070 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
12071 </Node>
12072 </BinaryTree>
12073 <BinaryTree type="DecisionTree" boostWeight="3.4935884694927610e-01" itree="834">
12074 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6527692675590515e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.4159802198410034e-01" nType="0">
12075 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.9813767671585083e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8035039901733398e-01" nType="0">
12076 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="9.1530102491378784e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3436859846115112e-01" nType="1"/>
12077 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7760568261146545e-01" nType="-1"/>
12078 </Node>
12079 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="3.3237728476524353e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0383293777704239e-01" nType="-1"/>
12080 </Node>
12081 </BinaryTree>
12082 <BinaryTree type="DecisionTree" boostWeight="3.3413993733048314e-01" itree="835">
12083 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="5.7106308937072754e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2176809310913086e-01" nType="0">
12084 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7088260650634766e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6493270397186279e-01" nType="0">
12085 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="5.8506142348051071e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.9471111297607422e-01" nType="1"/>
12086 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="2.0565299987792969e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9768653512001038e-01" nType="0">
12087 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6599193811416626e-01" nType="1"/>
12088 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.1762865185737610e-01" nType="-1"/>
12089 </Node>
12090 </Node>
12091 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.8188447952270508e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0171829462051392e-01" nType="0">
12092 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.3719694137573242e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3266513943672180e-01" nType="0">
12093 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6308689117431641e-01" nType="1"/>
12094 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0926769971847534e-01" nType="-1"/>
12095 </Node>
12096 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.6752871870994568e-01" nType="-1"/>
12097 </Node>
12098 </Node>
12099 </BinaryTree>
12100 <BinaryTree type="DecisionTree" boostWeight="2.6453241794365823e-01" itree="836">
12101 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4563598632812500e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.6764603257179260e-01" nType="0">
12102 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8969292640686035e-01" nType="0">
12103 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="3.7918824702501297e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3423738479614258e-01" nType="0">
12104 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2426811456680298e-01" nType="1"/>
12105 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4980230927467346e-01" nType="-1"/>
12106 </Node>
12107 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.0618837475776672e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8784364461898804e-01" nType="0">
12108 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2070707082748413e-01" nType="1"/>
12109 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.9262745529413223e-02" nType="-1"/>
12110 </Node>
12111 </Node>
12112 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.8599795699119568e-02" nType="-1"/>
12113 </Node>
12114 </BinaryTree>
12115 <BinaryTree type="DecisionTree" boostWeight="3.5669056818300865e-01" itree="837">
12116 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6581754088401794e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7495684027671814e-01" nType="0">
12117 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.0063946023583412e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0259649753570557e-01" nType="0">
12118 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="2.1884106099605560e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.2329447269439697e-01" nType="0">
12119 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.4211215972900391e-01" nType="1"/>
12120 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0356670022010803e-01" nType="-1"/>
12121 </Node>
12122 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="5.8060344308614731e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1313165426254272e-01" nType="0">
12123 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0871074199676514e-01" nType="1"/>
12124 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5872927904129028e-01" nType="-1"/>
12125 </Node>
12126 </Node>
12127 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="9.5177596807479858e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8013402223587036e-01" nType="-1"/>
12128 </Node>
12129 </BinaryTree>
12130 <BinaryTree type="DecisionTree" boostWeight="5.0376386120690020e-01" itree="838">
12131 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.2948120832443237e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9176527261734009e-01" nType="0">
12132 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.4279241487383842e-03" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1521706581115723e-01" nType="0">
12133 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6597586870193481e-01" nType="1"/>
12134 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="1.0323110818862915e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8945111632347107e-01" nType="-1"/>
12135 </Node>
12136 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.4082049131393433e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.5368481874465942e-01" nType="0">
12137 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8411878943443298e-01" nType="-1"/>
12138 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="2.4072302877902985e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0365484058856964e-01" nType="0">
12139 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2035611867904663e-01" nType="1"/>
12140 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.7569270730018616e-01" nType="-1"/>
12141 </Node>
12142 </Node>
12143 </Node>
12144 </BinaryTree>
12145 <BinaryTree type="DecisionTree" boostWeight="2.9222303661325716e-01" itree="839">
12146 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.3324798583984375e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.2634131908416748e-01" nType="0">
12147 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.0132970809936523e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.5114239454269409e-01" nType="0">
12148 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.9223148822784424e-01" nType="1"/>
12149 <Node pos="r" depth="2" NCoef="0" IVar="2" Cut="3.3716177940368652e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3294193744659424e-01" nType="0">
12150 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8957368135452271e-01" nType="1"/>
12151 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0073025822639465e-01" nType="-1"/>
12152 </Node>
12153 </Node>
12154 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6796997785568237e-02" nType="-1"/>
12155 </Node>
12156 </BinaryTree>
12157 <BinaryTree type="DecisionTree" boostWeight="3.1730129443711941e-01" itree="840">
12158 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.2447090148925781e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9322775006294250e-01" nType="0">
12159 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
12160 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.5139758586883545e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8013445734977722e-01" nType="0">
12161 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="1.0450632572174072e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.6835198402404785e-01" nType="0">
12162 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1789923906326294e-01" nType="1"/>
12163 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.9604474306106567e-01" nType="-1"/>
12164 </Node>
12165 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="2.8553180694580078e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.4819677472114563e-01" nType="-1"/>
12166 </Node>
12167 </Node>
12168 </BinaryTree>
12169 <BinaryTree type="DecisionTree" boostWeight="4.3807820785672980e-01" itree="841">
12170 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8969326019287109e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9689048528671265e-01" nType="0">
12171 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8675523996353149e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.2261282205581665e-01" nType="0">
12172 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
12173 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9069860577583313e-01" nType="-1"/>
12174 </Node>
12175 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.8549160957336426e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2959800362586975e-01" nType="0">
12176 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="4.4887290000915527e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5525507926940918e-01" nType="1"/>
12177 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="4.6606555581092834e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0545672774314880e-01" nType="-1"/>
12178 </Node>
12179 </Node>
12180 </BinaryTree>
12181 <BinaryTree type="DecisionTree" boostWeight="4.7305223391080009e-01" itree="842">
12182 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.1201008558273315e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7376354932785034e-01" nType="0">
12183 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.6030767709016800e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3596304655075073e-01" nType="0">
12184 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="2.8271439950913191e-03" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.0721813440322876e-01" nType="1"/>
12185 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.8813420534133911e-01" nType="-1"/>
12186 </Node>
12187 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="3.8070893287658691e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5815289020538330e-01" nType="0">
12188 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="9.0585702657699585e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.0340628623962402e-01" nType="0">
12189 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.5942203998565674e-01" nType="1"/>
12190 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9178807139396667e-01" nType="-1"/>
12191 </Node>
12192 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="6.1220812797546387e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="8.7486393749713898e-02" nType="-1"/>
12193 </Node>
12194 </Node>
12195 </BinaryTree>
12196 <BinaryTree type="DecisionTree" boostWeight="4.4860320103808637e-01" itree="843">
12197 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="3.8070890903472900e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.9849960207939148e-01" nType="0">
12198 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="9.3601353466510773e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3478988409042358e-01" nType="0">
12199 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="1.8278513848781586e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.0167254209518433e-01" nType="1"/>
12200 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="9.9911928176879883e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9669111967086792e-01" nType="-1"/>
12201 </Node>
12202 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.6315517425537109e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5460760593414307e-01" nType="0">
12203 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.8681331276893616e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7391530275344849e-01" nType="0">
12204 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3241329193115234e-01" nType="1"/>
12205 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3403732776641846e-01" nType="-1"/>
12206 </Node>
12207 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.3935176134109497e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7284386754035950e-01" nType="-1"/>
12208 </Node>
12209 </Node>
12210 </BinaryTree>
12211 <BinaryTree type="DecisionTree" boostWeight="5.0702170103674704e-01" itree="844">
12212 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="5.3467750549316406e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.3376400470733643e-01" nType="0">
12213 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.8785353302955627e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.0287886857986450e-01" nType="0">
12214 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7164888381958008e-01" nType="1"/>
12215 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="1.1274561285972595e-02" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5756992697715759e-01" nType="0">
12216 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1139661073684692e-01" nType="1"/>
12217 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.8650915622711182e-01" nType="-1"/>
12218 </Node>
12219 </Node>
12220 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.8103944659233093e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0482196807861328e-01" nType="0">
12221 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.8334931135177612e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8573846220970154e-01" nType="0">
12222 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.1314022541046143e-01" nType="1"/>
12223 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
12224 </Node>
12225 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
12226 </Node>
12227 </Node>
12228 </BinaryTree>
12229 <BinaryTree type="DecisionTree" boostWeight="3.9554709566048601e-01" itree="845">
12230 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.7531820535659790e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3167847394943237e-01" nType="0">
12231 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7332608699798584e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.8977508544921875e-01" nType="0">
12232 <Node pos="l" depth="2" NCoef="0" IVar="1" Cut="1.2535439804196358e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.2426682710647583e-01" nType="0">
12233 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
12234 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.7169089913368225e-01" nType="-1"/>
12235 </Node>
12236 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0488970279693604e-01" nType="-1"/>
12237 </Node>
12238 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="5.7106313705444336e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3937677741050720e-01" nType="-1"/>
12239 </Node>
12240 </BinaryTree>
12241 <BinaryTree type="DecisionTree" boostWeight="1.8217725990970840e-01" itree="846">
12242 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.5200071334838867e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.4292590022087097e-01" nType="0">
12243 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.2347526550292969e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.5435351133346558e-01" nType="0">
12244 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="1.1788356781005859e+01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.6043537855148315e-01" nType="0">
12245 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="9.4450014829635620e-01" nType="1"/>
12246 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.8359567523002625e-01" nType="-1"/>
12247 </Node>
12248 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="3.7893366813659668e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3690729141235352e-01" nType="-1"/>
12249 </Node>
12250 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.3516098260879517e-01" nType="-1"/>
12251 </Node>
12252 </BinaryTree>
12253 <BinaryTree type="DecisionTree" boostWeight="6.1316261179171672e-01" itree="847">
12254 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="7.3844969272613525e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.1744318008422852e-01" nType="0">
12255 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="2.7946798801422119e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3496401309967041e-01" nType="1"/>
12256 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9000121355056763e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0385535359382629e-01" nType="0">
12257 <Node pos="l" depth="2" NCoef="0" IVar="2" Cut="3.6955134868621826e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7633894681930542e-01" nType="0">
12258 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7398639917373657e-01" nType="1"/>
12259 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.2019488960504532e-01" nType="-1"/>
12260 </Node>
12261 <Node pos="r" depth="2" NCoef="0" IVar="0" Cut="3.1599441170692444e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.0188202857971191e-01" nType="0">
12262 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.3358041048049927e-01" nType="1"/>
12263 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.0250910520553589e-01" nType="-1"/>
12264 </Node>
12265 </Node>
12266 </Node>
12267 </BinaryTree>
12268 <BinaryTree type="DecisionTree" boostWeight="4.9304822118590624e-01" itree="848">
12269 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.8990936279296875e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.7593027353286743e-01" nType="0">
12270 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.1141960620880127e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.9848588705062866e-01" nType="0">
12271 <Node pos="l" depth="2" NCoef="0" IVar="0" Cut="8.7146192789077759e-01" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="6.3727194070816040e-01" nType="0">
12272 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.5406092405319214e-01" nType="1"/>
12273 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.2315635085105896e-01" nType="-1"/>
12274 </Node>
12275 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
12276 </Node>
12277 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.1148406267166138e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.9660904407501221e-01" nType="0">
12278 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="7.7295827865600586e-01" nType="1"/>
12279 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="5.2320784330368042e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.4720180034637451e-01" nType="-1"/>
12280 </Node>
12281 </Node>
12282 </BinaryTree>
12283 <BinaryTree type="DecisionTree" boostWeight="3.7481673974430829e-01" itree="849">
12284 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="3.1122368574142456e-01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.1097956895828247e-01" nType="0">
12285 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0109074115753174e+00" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.3302986025810242e-01" nType="0">
12286 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="1.0000000000000000e+00" nType="1"/>
12287 <Node pos="r" depth="2" NCoef="0" IVar="1" Cut="8.6653098464012146e-02" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="4.0221336483955383e-01" nType="0">
12288 <Node pos="l" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="5.7938253879547119e-01" nType="1"/>
12289 <Node pos="r" depth="3" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="3.3056542277336121e-01" nType="-1"/>
12290 </Node>
12291 </Node>
12292 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="0.0000000000000000e+00" nType="-1"/>
12293 </Node>
12294 </BinaryTree>
12295 </Weights>
12296 </MethodSetup>
