Warning, /analysis/HF-Particle/HFTrigger/weights/wCalo/TMVAClassification_BDTG.weights.xml is written in an unsupported language. File is not indexed.
0001 <?xml version="1.0"?>
0002 <MethodSetup Method="BDT::BDTG">
0003 <GeneralInfo>
0004 <Info name="TMVA Release" value="4.2.1 [262657]"/>
0005 <Info name="ROOT Release" value="6.22/02 [398850]"/>
0006 <Info name="Creator" value="cdean"/>
0007 <Info name="Date" value="Tue Apr 20 16:50:37 2021"/>
0008 <Info name="Host" value="Linux cvmfswrite02.sdcc.bnl.gov 3.10.0-957.12.2.el7.x86_64 #1 SMP Tue May 14 15:23:27 CDT 2019 x86_64 x86_64 x86_64 GNU/Linux"/>
0009 <Info name="Dir" value="/gpfs/mnt/gpfs02/sphenix/user/cdean/scripts/HF_trigger_ML/TMVA/Odd/wCalo"/>
0010 <Info name="Training events" value="22240"/>
0011 <Info name="TrainingTime" value="9.46727109e+00"/>
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">1000</Option>
0022 <Option name="MaxDepth" modified="Yes">2</Option>
0023 <Option name="MinNodeSize" modified="Yes">2.5%</Option>
0024 <Option name="nCuts" modified="Yes">20</Option>
0025 <Option name="BoostType" modified="Yes">Grad</Option>
0026 <Option name="AdaBoostR2Loss" modified="No">quadratic</Option>
0027 <Option name="UseBaggedBoost" modified="Yes">True</Option>
0028 <Option name="Shrinkage" modified="Yes">1.000000e-01</Option>
0029 <Option name="AdaBoostBeta" modified="No">5.000000e-01</Option>
0030 <Option name="UseRandomisedTrees" modified="No">False</Option>
0031 <Option name="UseNvars" modified="No">3</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">pray</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="No">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="7">
0061 <Variable VarIndex="0" Expression="min(track_1_IP,track_2_IP)" Label="minTrackDCA_3D" Title="track-vertex 3D DCA, min" Unit="units" Internal="minTrackDCA_3D" Type="F" Min="1.00307306e-03" Max="4.82119274e+00"/>
0062 <Variable VarIndex="1" Expression="min(abs(track_1_IP_xy),abs(track_2_IP_xy))" Label="minTrackDCA_2D" Title="track-vertex 2D DCA, min" Unit="units" Internal="minTrackDCA_2D" Type="F" Min="1.74363377e-05" Max="4.26682329e+00"/>
0063 <Variable VarIndex="2" Expression="max(track_1_IP,track_2_IP)" Label="maxTrackDCA_3D" Title="track-vertex 3D DCA, max" Unit="units" Internal="maxTrackDCA_3D" Type="F" Min="3.83873377e-03" Max="4.99581957e+00"/>
0064 <Variable VarIndex="3" Expression="max(abs(track_1_IP_xy),abs(track_2_IP_xy))" Label="maxTrackDCA_2D" Title="track-vertex 2D DCA, max" Unit="units" Internal="maxTrackDCA_2D" Type="F" Min="9.33057163e-05" Max="4.89962578e+00"/>
0065 <Variable VarIndex="4" Expression="max(track_1_EMCAL_energy_cluster,track_2_EMCAL_energy_cluster)" Label="maxTrackEMCALcluster" Title="track EMCAL cluster, max" Unit="units" Internal="maxTrackEMCALcluster" Type="F" Min="3.03516388e-02" Max="5.75867653e+00"/>
0066 <Variable VarIndex="5" Expression="track_1_track_2_DCA" Label="track_1_track_2_DCA" Title="track-track 3D DCA" Unit="units" Internal="track_1_track_2_DCA" Type="F" Min="1.57269469e-07" Max="4.99997623e-02"/>
0067 <Variable VarIndex="6" Expression="INTT_meanHits" Label="INTT_meanHits" Title="INTT avg. hits" Unit="units" Internal="INTT_meanHits" Type="F" Min="0.00000000e+00" Max="9.30000000e+01"/>
0068 </Variables>
0069 <Spectators NSpec="0"/>
0070 <Classes NClass="2">
0071 <Class Name="Signal" Index="0"/>
0072 <Class Name="Background" Index="1"/>
0073 </Classes>
0074 <Transformations NTransformations="0"/>
0075 <MVAPdfs/>
0076 <Weights NTrees="1000" AnalysisType="1">
0077 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="0">
0078 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4155209958553314e-01" cType="1" res="5.3164856508374214e-03" rms="4.9997174739837646e-01" purity="5.0531649589538574e-01" nType="0">
0079 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.2830504775047302e-01" cType="1" res="-2.7795994281768799e-01" rms="4.1561794281005859e-01" purity="2.2204005718231201e-01" nType="0">
0080 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.6891151964664459e-02" rms="2.4748370051383972e-01" purity="6.5544225275516510e-02" nType="-99"/>
0081 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3860158175230026e-02" rms="4.7046491503715515e-01" purity="3.3069920539855957e-01" nType="-99"/>
0082 </Node>
0083 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.4267883300781250e-01" cType="1" res="1.4319114387035370e-01" rms="4.7905772924423218e-01" purity="6.4319115877151489e-01" nType="0">
0084 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.2305688410997391e-03" rms="4.9830356240272522e-01" purity="5.4115283489227295e-01" nType="-99"/>
0085 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5703599005937576e-02" rms="4.1524416208267212e-01" purity="7.7851796150207520e-01" nType="-99"/>
0086 </Node>
0087 </Node>
0088 </BinaryTree>
0089 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="1">
0090 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.1285833418369293e-01" cType="1" res="-6.2779248692095280e-03" rms="4.9012061953544617e-01" purity="4.9353846907615662e-01" nType="0">
0091 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.4184579253196716e-01" cType="1" res="-2.1299554407596588e-01" rms="4.3712520599365234e-01" purity="2.6990640163421631e-01" nType="0">
0092 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.6754689663648605e-02" rms="3.9021962881088257e-01" purity="1.9407179951667786e-01" nType="-99"/>
0093 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4210944995284081e-02" rms="4.9013134837150574e-01" purity="4.2468458414077759e-01" nType="-99"/>
0094 </Node>
0095 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.8398967981338501e-01" cType="1" res="1.5730293095111847e-01" rms="4.6747195720672607e-01" purity="6.7050409317016602e-01" nType="0">
0096 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5902753919363022e-02" rms="4.9260607361793518e-01" purity="5.8411175012588501e-01" nType="-99"/>
0097 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6099351495504379e-02" rms="3.9509889483451843e-01" purity="8.0634021759033203e-01" nType="-99"/>
0098 </Node>
0099 </Node>
0100 </BinaryTree>
0101 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="2">
0102 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4219344556331635e-01" cType="1" res="1.7548471689224243e-02" rms="4.8217460513114929e-01" purity="5.1667439937591553e-01" nType="0">
0103 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.8388322591781616e-01" cType="1" res="-2.1276795864105225e-01" rms="4.2200964689254761e-01" purity="2.3828929662704468e-01" nType="0">
0104 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.3134009242057800e-02" rms="3.8625264167785645e-01" purity="1.8795655667781830e-01" nType="-99"/>
0105 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5066226013004780e-02" rms="4.8188990354537964e-01" purity="3.7785571813583374e-01" nType="-99"/>
0106 </Node>
0107 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="6.7230778932571411e-01" cType="1" res="1.3380660116672516e-01" rms="4.6867915987968445e-01" purity="6.5719640254974365e-01" nType="0">
0108 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4501103200018406e-02" rms="4.9081248044967651e-01" purity="5.8358079195022583e-01" nType="-99"/>
0109 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2850853651762009e-02" rms="3.8910198211669922e-01" purity="8.1015282869338989e-01" nType="-99"/>
0110 </Node>
0111 </Node>
0112 </BinaryTree>
0113 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="3">
0114 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3495733737945557e-01" cType="1" res="9.0915588662028313e-03" rms="4.7652477025985718e-01" purity="5.0982320308685303e-01" nType="0">
0115 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.5704937279224396e-01" cType="1" res="-1.2684981524944305e-01" rms="4.5586034655570984e-01" purity="3.2860878109931946e-01" nType="0">
0116 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1381366550922394e-02" rms="4.1636213660240173e-01" purity="2.3525805771350861e-01" nType="-99"/>
0117 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.4519292898476124e-03" rms="4.9242523312568665e-01" purity="5.1836204528808594e-01" nType="-99"/>
0118 </Node>
0119 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.8673624992370605e-01" cType="1" res="1.3777086138725281e-01" rms="4.5963308215141296e-01" purity="6.8135702610015869e-01" nType="0">
0120 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.8986843466991559e-05" rms="4.9945530295372009e-01" purity="5.1938116550445557e-01" nType="-99"/>
0121 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8506172597408295e-02" rms="4.3241915106773376e-01" purity="7.4255561828613281e-01" nType="-99"/>
0122 </Node>
0123 </Node>
0124 </BinaryTree>
0125 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="4">
0126 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4101780354976654e-01" cType="1" res="-8.0150074791163206e-04" rms="4.6959322690963745e-01" purity="5.0246918201446533e-01" nType="0">
0127 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.7485818862915039e-01" cType="1" res="-1.9717395305633545e-01" rms="4.0281155705451965e-01" purity="2.1894234418869019e-01" nType="0">
0128 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.3729802370071411e-02" rms="3.5102334618568420e-01" purity="1.5025237202644348e-01" nType="-99"/>
0129 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.4251041039824486e-03" rms="4.7890323400497437e-01" purity="4.0333053469657898e-01" nType="-99"/>
0130 </Node>
0131 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.4473288655281067e-01" cType="1" res="9.3623250722885132e-02" rms="4.7018474340438843e-01" purity="6.3880169391632080e-01" nType="0">
0132 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0910689830780029e-02" rms="4.9447211623191833e-01" purity="4.5714789628982544e-01" nType="-99"/>
0133 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7513764798641205e-02" rms="4.5461124181747437e-01" purity="6.8961477279663086e-01" nType="-99"/>
0134 </Node>
0135 </Node>
0136 </BinaryTree>
0137 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="5">
0138 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3340438306331635e-01" cType="1" res="-1.9329603528603911e-03" rms="4.6525102853775024e-01" purity="4.9902975559234619e-01" nType="0">
0139 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.7619392871856689e-01" cType="1" res="-1.4081865549087524e-01" rms="4.3508115410804749e-01" purity="2.8788220882415771e-01" nType="0">
0140 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1609853506088257e-02" rms="3.9704772830009460e-01" purity="2.1497686207294464e-01" nType="-99"/>
0141 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5611898561473936e-04" rms="4.8752704262733459e-01" purity="4.6457636356353760e-01" nType="-99"/>
0142 </Node>
0143 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.5853623747825623e-01" cType="1" res="1.2101370841264725e-01" rms="4.5641288161277771e-01" purity="6.8594527244567871e-01" nType="0">
0144 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.1298166662454605e-03" rms="4.9420666694641113e-01" purity="5.7615441083908081e-01" nType="-99"/>
0145 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.0427867323160172e-02" rms="4.0350833535194397e-01" purity="7.9186707735061646e-01" nType="-99"/>
0146 </Node>
0147 </Node>
0148 </BinaryTree>
0149 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="6">
0150 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.2452294826507568e-01" cType="1" res="8.0523360520601273e-03" rms="4.6379178762435913e-01" purity="5.0702142715454102e-01" nType="0">
0151 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4868377447128296e-01" cType="1" res="-9.4394728541374207e-02" rms="4.4584035873413086e-01" purity="3.1937852501869202e-01" nType="0">
0152 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1165594235062599e-02" rms="4.2087870836257935e-01" purity="2.5323885679244995e-01" nType="-99"/>
0153 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8678661212325096e-02" rms="4.7605037689208984e-01" purity="6.1222529411315918e-01" nType="-99"/>
0154 </Node>
0155 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="9.7955030202865601e-01" cType="1" res="9.8938621580600739e-02" rms="4.6045407652854919e-01" purity="6.7348945140838623e-01" nType="0">
0156 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4974761754274368e-02" rms="4.7587877511978149e-01" purity="6.3634467124938965e-01" nType="-99"/>
0157 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9146421253681183e-02" rms="3.4537383913993835e-01" purity="8.6007606983184814e-01" nType="-99"/>
0158 </Node>
0159 </Node>
0160 </BinaryTree>
0161 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="7">
0162 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3527272045612335e-01" cType="1" res="4.9929565284401178e-04" rms="4.6279013156890869e-01" purity="4.9806737899780273e-01" nType="0">
0163 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="4.2889830470085144e-01" cType="1" res="-8.7534368038177490e-02" rms="4.4595888257026672e-01" purity="3.1759914755821228e-01" nType="0">
0164 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3184472471475601e-02" rms="4.0638411045074463e-01" purity="2.2428162395954132e-01" nType="-99"/>
0165 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2896217675879598e-04" rms="4.8006358742713928e-01" purity="4.4399690628051758e-01" nType="-99"/>
0166 </Node>
0167 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.4277491569519043e-01" cType="1" res="8.3359070122241974e-02" rms="4.6304529905319214e-01" purity="6.6792917251586914e-01" nType="0">
0168 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.7452912703156471e-03" rms="4.9006959795951843e-01" purity="5.9173464775085449e-01" nType="-99"/>
0169 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1008066609501839e-02" rms="4.1249534487724304e-01" purity="7.8123992681503296e-01" nType="-99"/>
0170 </Node>
0171 </Node>
0172 </BinaryTree>
0173 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="8">
0174 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4121485650539398e-01" cType="1" res="-9.5228059217333794e-03" rms="4.5357105135917664e-01" purity="4.9265456199645996e-01" nType="0">
0175 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.5904533863067627e-01" cType="1" res="-1.4758107066154480e-01" rms="3.9411455392837524e-01" purity="2.1605299413204193e-01" nType="0">
0176 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4800408184528351e-02" rms="3.4485837817192078e-01" purity="1.4587029814720154e-01" nType="-99"/>
0177 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.8354375176131725e-03" rms="4.8154404759407043e-01" purity="4.3775603175163269e-01" nType="-99"/>
0178 </Node>
0179 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.4267883300781250e-01" cType="1" res="5.8407299220561981e-02" rms="4.6533092856407166e-01" purity="6.2875348329544067e-01" nType="0">
0180 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5899882894009352e-04" rms="4.9136269092559814e-01" purity="5.2568894624710083e-01" nType="-99"/>
0181 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0741220340132713e-02" rms="4.1217446327209473e-01" purity="7.7253365516662598e-01" nType="-99"/>
0182 </Node>
0183 </Node>
0184 </BinaryTree>
0185 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="9">
0186 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="4.5806980133056641e-01" cType="1" res="-1.2517869472503662e-03" rms="4.5487976074218750e-01" purity="4.9774208664894104e-01" nType="0">
0187 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4545915424823761e-01" cType="1" res="-7.1315817534923553e-02" rms="4.5141211152076721e-01" purity="3.7521237134933472e-01" nType="0">
0188 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0540914982557297e-02" rms="3.4749653935432434e-01" purity="1.4741888642311096e-01" nType="-99"/>
0189 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3147259596735239e-03" rms="4.9400091171264648e-01" purity="5.1588666439056396e-01" nType="-99"/>
0190 </Node>
0191 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.3621845245361328e-01" cType="1" res="8.0622702836990356e-02" rms="4.4513836503028870e-01" purity="6.4092630147933960e-01" nType="0">
0192 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4617406995967031e-03" rms="4.7182705998420715e-01" purity="3.8791462779045105e-01" nType="-99"/>
0193 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5440214201807976e-02" rms="4.2842793464660645e-01" purity="7.4555295705795288e-01" nType="-99"/>
0194 </Node>
0195 </Node>
0196 </BinaryTree>
0197 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="10">
0198 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4177670478820801e-01" cType="1" res="1.1354272253811359e-02" rms="4.5173749327659607e-01" purity="5.1294225454330444e-01" nType="0">
0199 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.2884689867496490e-01" cType="1" res="-8.9871041476726532e-02" rms="4.1565793752670288e-01" purity="2.4699571728706360e-01" nType="0">
0200 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9257997423410416e-02" rms="2.8914824128150940e-01" purity="9.6506990492343903e-02" nType="-99"/>
0201 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5628069415688515e-03" rms="4.6640291810035706e-01" purity="3.4823802113533020e-01" nType="-99"/>
0202 </Node>
0203 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="7.9871243238449097e-01" cType="1" res="6.1469178646802902e-02" rms="4.6040859818458557e-01" purity="6.4460778236389160e-01" nType="0">
0204 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.0125944912433624e-03" rms="4.8103612661361694e-01" purity="5.8781015872955322e-01" nType="-99"/>
0205 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3100757747888565e-02" rms="3.7930682301521301e-01" purity="8.1672859191894531e-01" nType="-99"/>
0206 </Node>
0207 </Node>
0208 </BinaryTree>
0209 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="11">
0210 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7619392871856689e-01" cType="1" res="-4.9733971245586872e-03" rms="4.5057389140129089e-01" purity="4.9051833152770996e-01" nType="0">
0211 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.3848567903041840e-01" cType="1" res="-5.0620567053556442e-02" rms="4.5539852976799011e-01" purity="3.8970890641212463e-01" nType="0">
0212 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0448723584413528e-02" rms="4.1859948635101318e-01" purity="2.7403628826141357e-01" nType="-99"/>
0213 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1821314294356853e-04" rms="4.6739506721496582e-01" purity="4.5424240827560425e-01" nType="-99"/>
0214 </Node>
0215 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.0156145095825195e-01" cType="1" res="7.9722784459590912e-02" rms="4.2879724502563477e-01" purity="6.7756539583206177e-01" nType="0">
0216 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7331460043787956e-03" rms="4.7956457734107971e-01" purity="4.2572155594825745e-01" nType="-99"/>
0217 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0372016131877899e-02" rms="3.8968309760093689e-01" purity="8.1048429012298584e-01" nType="-99"/>
0218 </Node>
0219 </Node>
0220 </BinaryTree>
0221 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="12">
0222 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4143452942371368e-01" cType="1" res="6.0033970512449741e-03" rms="4.4831842184066772e-01" purity="5.0557577610015869e-01" nType="0">
0223 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4738385677337646e-01" cType="1" res="-8.3414070308208466e-02" rms="4.0670096874237061e-01" purity="2.4012365937232971e-01" nType="0">
0224 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8288882225751877e-02" rms="3.7911340594291687e-01" purity="1.8876224756240845e-01" nType="-99"/>
0225 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5845820084214211e-02" rms="4.9202316999435425e-01" purity="5.4150176048278809e-01" nType="-99"/>
0226 </Node>
0227 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.8673624992370605e-01" cType="1" res="5.0350856035947800e-02" rms="4.6119993925094604e-01" purity="6.3722926378250122e-01" nType="0">
0228 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6463350988924503e-03" rms="4.9205014109611511e-01" purity="4.8512575030326843e-01" nType="-99"/>
0229 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7804762348532677e-02" rms="4.4325673580169678e-01" purity="7.0543974637985229e-01" nType="-99"/>
0230 </Node>
0231 </Node>
0232 </BinaryTree>
0233 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="13">
0234 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4253976345062256e-01" cType="1" res="-2.9813594301231205e-04" rms="4.4901379942893982e-01" purity="4.9763342738151550e-01" nType="0">
0235 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.9284893572330475e-02" cType="1" res="-8.4258593618869781e-02" rms="4.0269070863723755e-01" purity="2.3316566646099091e-01" nType="0">
0236 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5968154221773148e-02" rms="2.3270550370216370e-01" purity="5.6542959064245224e-02" nType="-99"/>
0237 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.6708702147006989e-03" rms="4.3616837263107300e-01" purity="2.9322820901870728e-01" nType="-99"/>
0238 </Node>
0239 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.4665139913558960e-01" cType="1" res="4.2168587446212769e-02" rms="4.6497294306755066e-01" purity="6.3139975070953369e-01" nType="0">
0240 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4537600800395012e-02" rms="4.5534157752990723e-01" purity="6.5467971563339233e-01" nType="-99"/>
0241 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3240981176495552e-03" rms="4.8204571008682251e-01" purity="5.7454931735992432e-01" nType="-99"/>
0242 </Node>
0243 </Node>
0244 </BinaryTree>
0245 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="14">
0246 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3340438306331635e-01" cType="1" res="1.1040186509490013e-02" rms="4.4779416918754578e-01" purity="5.0769668817520142e-01" nType="0">
0247 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.2992767393589020e-01" cType="1" res="-4.0370199829339981e-02" rms="4.3629813194274902e-01" purity="3.2479950785636902e-01" nType="0">
0248 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1174788028001785e-02" rms="3.2815498113632202e-01" purity="1.3130304217338562e-01" nType="-99"/>
0249 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.0396026452071965e-04" rms="4.5897912979125977e-01" purity="3.8902771472930908e-01" nType="-99"/>
0250 </Node>
0251 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.3817582987248898e-03" cType="1" res="6.0088485479354858e-02" rms="4.5308816432952881e-01" purity="6.8219047784805298e-01" nType="0">
0252 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7575653046369553e-02" rms="4.1446542739868164e-01" purity="7.5485682487487793e-01" nType="-99"/>
0253 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.5624439418315887e-03" rms="4.6084284782409668e-01" purity="6.6394901275634766e-01" nType="-99"/>
0254 </Node>
0255 </Node>
0256 </BinaryTree>
0257 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="15">
0258 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3495733737945557e-01" cType="1" res="-8.2063786685466766e-03" rms="4.4303596019744873e-01" purity="4.9302136898040771e-01" nType="0">
0259 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.2380331009626389e-01" cType="1" res="-6.4383216202259064e-02" rms="4.2357110977172852e-01" purity="2.9873466491699219e-01" nType="0">
0260 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0684288591146469e-02" rms="3.6816588044166565e-01" purity="1.8495671451091766e-01" nType="-99"/>
0261 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3311851439066231e-04" rms="4.6750292181968689e-01" purity="4.2194530367851257e-01" nType="-99"/>
0262 </Node>
0263 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="1.7583939433097839e-01" cType="1" res="4.4421680271625519e-02" rms="4.5426586270332336e-01" purity="6.7503470182418823e-01" nType="0">
0264 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9801888391375542e-02" rms="4.8456797003746033e-01" purity="3.7610462307929993e-01" nType="-99"/>
0265 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4120984822511673e-02" rms="4.4670534133911133e-01" purity="7.0439028739929199e-01" nType="-99"/>
0266 </Node>
0267 </Node>
0268 </BinaryTree>
0269 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="16">
0270 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.4895258545875549e-01" cType="1" res="1.3354721479117870e-02" rms="4.4163563847541809e-01" purity="5.1792132854461670e-01" nType="0">
0271 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.7074014246463776e-01" cType="1" res="-2.1234044805169106e-02" rms="4.4108724594116211e-01" purity="4.2772501707077026e-01" nType="0">
0272 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6633540391921997e-02" rms="4.0880408883094788e-01" purity="2.5215065479278564e-01" nType="-99"/>
0273 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.8540906757116318e-03" rms="4.6652719378471375e-01" purity="6.0497033596038818e-01" nType="-99"/>
0274 </Node>
0275 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="9.0000000000000000e+00" cType="1" res="9.4213724136352539e-02" rms="4.3224847316741943e-01" purity="7.2877562046051025e-01" nType="0">
0276 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8477342352271080e-03" rms="4.5974841713905334e-01" purity="6.1674559116363525e-01" nType="-99"/>
0277 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6918224990367889e-02" rms="4.2092940211296082e-01" purity="7.5508600473403931e-01" nType="-99"/>
0278 </Node>
0279 </Node>
0280 </BinaryTree>
0281 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="17">
0282 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.0017345249652863e-01" cType="1" res="5.9313834644854069e-03" rms="4.4669786095619202e-01" purity="5.0645101070404053e-01" nType="0">
0283 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.8005190789699554e-01" cType="1" res="-1.0248319059610367e-01" rms="4.0957924723625183e-01" purity="2.7904233336448669e-01" nType="0">
0284 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9144847542047501e-02" rms="3.5184696316719055e-01" purity="1.6806678473949432e-01" nType="-99"/>
0285 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6928411833941936e-03" rms="4.9699440598487854e-01" purity="5.4506033658981323e-01" nType="-99"/>
0286 </Node>
0287 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="2.7861438691616058e-02" rms="4.5067694783210754e-01" purity="5.5245125293731689e-01" nType="0">
0288 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4528981409966946e-02" rms="4.2657303810119629e-01" purity="4.6883252263069153e-01" nType="-99"/>
0289 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1155679821968079e-02" rms="4.5353209972381592e-01" purity="5.7182586193084717e-01" nType="-99"/>
0290 </Node>
0291 </Node>
0292 </BinaryTree>
0293 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="18">
0294 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4519009888172150e-01" cType="1" res="-5.0714304670691490e-03" rms="4.3845447897911072e-01" purity="5.0083088874816895e-01" nType="0">
0295 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="-8.1160016357898712e-02" rms="3.8771551847457886e-01" purity="2.0963864028453827e-01" nType="0">
0296 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.6684441864490509e-02" rms="2.2448199987411499e-01" purity="4.9913968890905380e-02" nType="-99"/>
0297 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4570788480341434e-02" rms="4.0478330850601196e-01" purity="2.3696424067020416e-01" nType="-99"/>
0298 </Node>
0299 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="7.9872429370880127e-01" cType="1" res="3.2240301370620728e-02" rms="4.5669147372245789e-01" purity="6.4362347126007080e-01" nType="0">
0300 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8574916757643223e-03" rms="4.7908547520637512e-01" purity="5.8357435464859009e-01" nType="-99"/>
0301 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6345331221818924e-02" rms="3.7095376849174500e-01" purity="8.2732743024826050e-01" nType="-99"/>
0302 </Node>
0303 </Node>
0304 </BinaryTree>
0305 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="19">
0306 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7590639591217041e-01" cType="1" res="-7.3873350629583001e-05" rms="4.3883553147315979e-01" purity="5.0314813852310181e-01" nType="0">
0307 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.6018508374691010e-01" cType="1" res="-3.1029378995299339e-02" rms="4.4043871760368347e-01" purity="4.0924277901649475e-01" nType="0">
0308 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9923131465911865e-02" rms="3.6330199241638184e-01" purity="1.9231992959976196e-01" nType="-99"/>
0309 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.8851037435233593e-04" rms="4.4932332634925842e-01" purity="4.5238006114959717e-01" nType="-99"/>
0310 </Node>
0311 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="5.8253601193428040e-02" rms="4.2978236079216003e-01" purity="6.8008804321289062e-01" nType="0">
0312 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1974586416035891e-03" rms="4.2376509308815002e-01" purity="6.4177131652832031e-01" nType="-99"/>
0313 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9224030897021294e-02" rms="4.3063542246818542e-01" purity="6.9733655452728271e-01" nType="-99"/>
0314 </Node>
0315 </Node>
0316 </BinaryTree>
0317 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="20">
0318 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="8.4895616769790649e-01" cType="1" res="-7.3511912487447262e-03" rms="4.4177046418190002e-01" purity="4.9299642443656921e-01" nType="0">
0319 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.8644684553146362e-01" cType="1" res="-2.5624856352806091e-02" rms="4.4643062353134155e-01" purity="4.3804353475570679e-01" nType="0">
0320 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9070075601339340e-02" rms="3.8662654161453247e-01" purity="2.3052340745925903e-01" nType="-99"/>
0321 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0051297722384334e-03" rms="4.5601317286491394e-01" purity="4.8432210087776184e-01" nType="-99"/>
0322 </Node>
0323 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7335489653050900e-03" cType="1" res="7.1727618575096130e-02" rms="4.1176509857177734e-01" purity="7.3080372810363770e-01" nType="0">
0324 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1106445938348770e-02" rms="3.8829949498176575e-01" purity="7.6039808988571167e-01" nType="-99"/>
0325 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.4782755002379417e-03" rms="4.2238226532936096e-01" purity="7.1118062734603882e-01" nType="-99"/>
0326 </Node>
0327 </Node>
0328 </BinaryTree>
0329 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="21">
0330 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7619392871856689e-01" cType="1" res="8.9710047468543053e-03" rms="4.3676492571830750e-01" purity="5.1516640186309814e-01" nType="0">
0331 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="4.3567436933517456e-01" cType="1" res="-3.4014351665973663e-02" rms="4.4188943505287170e-01" purity="3.9849108457565308e-01" nType="0">
0332 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5289471484720707e-02" rms="4.2106395959854126e-01" purity="3.1169173121452332e-01" nType="-99"/>
0333 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5464892908930779e-03" rms="4.8201531171798706e-01" purity="6.1584633588790894e-01" nType="-99"/>
0334 </Node>
0335 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="8.2323074340820312e-01" cType="1" res="7.9336129128932953e-02" rms="4.1882809996604919e-01" purity="7.0615875720977783e-01" nType="0">
0336 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1268165893852711e-02" rms="4.5036864280700684e-01" purity="6.3279736042022705e-01" nType="-99"/>
0337 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5036893784999847e-02" rms="3.9308869838714600e-01" purity="7.5888478755950928e-01" nType="-99"/>
0338 </Node>
0339 </Node>
0340 </BinaryTree>
0341 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="22">
0342 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="6.2260441482067108e-03" rms="4.4244977831840515e-01" purity="5.0452554225921631e-01" nType="0">
0343 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="3.9560335874557495e-01" cType="1" res="-8.7147571146488190e-02" rms="4.2417037487030029e-01" purity="3.7267461419105530e-01" nType="0">
0344 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0768180266022682e-02" rms="3.9343529939651489e-01" purity="2.4464191496372223e-01" nType="-99"/>
0345 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8500229604542255e-03" rms="4.6793571114540100e-01" purity="6.0531872510910034e-01" nType="-99"/>
0346 </Node>
0347 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3340438306331635e-01" cType="1" res="2.6278652250766754e-02" rms="4.4372212886810303e-01" purity="5.3284144401550293e-01" nType="0">
0348 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3313043639063835e-03" rms="4.3816483020782471e-01" purity="3.4289994835853577e-01" nType="-99"/>
0349 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3289267197251320e-02" rms="4.4617578387260437e-01" purity="7.0196729898452759e-01" nType="-99"/>
0350 </Node>
0351 </Node>
0352 </BinaryTree>
0353 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="23">
0354 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.1783074736595154e-01" cType="1" res="7.6587176881730556e-03" rms="4.3970474600791931e-01" purity="5.1021683216094971e-01" nType="0">
0355 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.0328762009739876e-02" cType="1" res="-3.2386615872383118e-02" rms="4.2271125316619873e-01" purity="2.9938805103302002e-01" nType="0">
0356 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5615596920251846e-02" rms="3.2609689235687256e-01" purity="1.5091410279273987e-01" nType="-99"/>
0357 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4120296109467745e-03" rms="4.4078072905540466e-01" purity="3.3836045861244202e-01" nType="-99"/>
0358 </Node>
0359 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.4714286804199219e+01" cType="1" res="3.9899110794067383e-02" rms="4.5034298300743103e-01" purity="6.7995452880859375e-01" nType="0">
0360 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0937526822090149e-02" rms="4.4686767458915710e-01" purity="6.8831497430801392e-01" nType="-99"/>
0361 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8445577472448349e-02" rms="4.8493537306785583e-01" purity="5.5143845081329346e-01" nType="-99"/>
0362 </Node>
0363 </Node>
0364 </BinaryTree>
0365 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="24">
0366 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="8.7229609489440918e-03" rms="4.4363760948181152e-01" purity="5.0801223516464233e-01" nType="0">
0367 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="4.0408375859260559e-01" cType="1" res="-5.9415321797132492e-02" rms="4.2172616720199585e-01" purity="4.0404915809631348e-01" nType="0">
0368 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7541466057300568e-02" rms="3.9177656173706055e-01" purity="2.5411930680274963e-01" nType="-99"/>
0369 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.4183164611458778e-03" rms="4.5651277899742126e-01" purity="6.6015028953552246e-01" nType="-99"/>
0370 </Node>
0371 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.5237354934215546e-02" cType="1" res="2.3387866094708443e-02" rms="4.4685670733451843e-01" purity="5.3038746118545532e-01" nType="0">
0372 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4265454635024071e-03" rms="4.4623026251792908e-01" purity="5.2404236793518066e-01" nType="-99"/>
0373 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6420347392559052e-02" rms="4.4881388545036316e-01" purity="6.5943956375122070e-01" nType="-99"/>
0374 </Node>
0375 </Node>
0376 </BinaryTree>
0377 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="25">
0378 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="2.5466769002377987e-03" rms="4.4262552261352539e-01" purity="5.0189846754074097e-01" nType="0">
0379 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="6.3688129186630249e-01" cType="1" res="-6.4779028296470642e-02" rms="4.0726208686828613e-01" purity="4.0006172657012939e-01" nType="0">
0380 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7216427028179169e-02" rms="4.0207651257514954e-01" purity="2.7356818318367004e-01" nType="-99"/>
0381 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0196947492659092e-02" rms="3.9927172660827637e-01" purity="6.8940788507461548e-01" nType="-99"/>
0382 </Node>
0383 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="1.0270551443099976e+00" cType="1" res="1.8007177859544754e-02" rms="4.4893115758895874e-01" purity="5.2528405189514160e-01" nType="0">
0384 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8269282300025225e-03" rms="4.5374208688735962e-01" purity="4.9183362722396851e-01" nType="-99"/>
0385 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2520150989294052e-02" rms="4.0724343061447144e-01" purity="7.5666302442550659e-01" nType="-99"/>
0386 </Node>
0387 </Node>
0388 </BinaryTree>
0389 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="26">
0390 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="8.2744497060775757e-01" cType="1" res="-2.7848198078572750e-03" rms="4.3601131439208984e-01" purity="4.9647536873817444e-01" nType="0">
0391 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="6.8298742175102234e-02" cType="1" res="-2.2136632353067398e-02" rms="4.4389659166336060e-01" purity="4.2684781551361084e-01" nType="0">
0392 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.7798899710178375e-02" rms="3.0889782309532166e-01" purity="8.3918303251266479e-02" nType="-99"/>
0393 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9930225573480129e-03" rms="4.4716423749923706e-01" purity="4.4316285848617554e-01" nType="-99"/>
0394 </Node>
0395 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7539765946567059e-03" cType="1" res="6.8166889250278473e-02" rms="3.9781901240348816e-01" purity="7.5175881385803223e-01" nType="0">
0396 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6208011433482170e-02" rms="3.9693120121955872e-01" purity="7.5815254449844360e-01" nType="-99"/>
0397 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2223644182085991e-02" rms="3.9676007628440857e-01" purity="7.4790638685226440e-01" nType="-99"/>
0398 </Node>
0399 </Node>
0400 </BinaryTree>
0401 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="27">
0402 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.0952416360378265e-02" cType="1" res="4.1719567961990833e-03" rms="4.3682089447975159e-01" purity="5.0966256856918335e-01" nType="0">
0403 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.7637280225753784e-01" cType="1" res="-1.1073997244238853e-02" rms="4.3416237831115723e-01" purity="4.8011836409568787e-01" nType="0">
0404 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.2464432343840599e-03" rms="4.3409982323646545e-01" purity="3.7905856966972351e-01" nType="-99"/>
0405 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.3537092432379723e-03" rms="4.3073660135269165e-01" purity="6.7107373476028442e-01" nType="-99"/>
0406 </Node>
0407 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.3000000000000000e+01" cType="1" res="6.2714770436286926e-02" rms="4.4202265143394470e-01" purity="6.2310910224914551e-01" nType="0">
0408 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4313782341778278e-03" rms="4.2421886324882507e-01" purity="5.4690939188003540e-01" nType="-99"/>
0409 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3250248283147812e-02" rms="4.4630330801010132e-01" purity="6.6231238842010498e-01" nType="-99"/>
0410 </Node>
0411 </Node>
0412 </BinaryTree>
0413 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="28">
0414 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="4.2918586730957031e-01" cType="1" res="-9.8547423258423805e-03" rms="4.3964383006095886e-01" purity="4.8940080404281616e-01" nType="0">
0415 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.8245829641819000e-01" cType="1" res="-4.0527455508708954e-02" rms="4.3645635247230530e-01" purity="3.5935196280479431e-01" nType="0">
0416 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9403747990727425e-02" rms="3.7756881117820740e-01" purity="1.9676020741462708e-01" nType="-99"/>
0417 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4031029790639877e-03" rms="4.5274433493614197e-01" purity="4.1700738668441772e-01" nType="-99"/>
0418 </Node>
0419 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.3809217382222414e-03" cType="1" res="2.2743957117199898e-02" rms="4.4067221879959106e-01" purity="6.2761557102203369e-01" nType="0">
0420 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2861918434500694e-02" rms="4.4432258605957031e-01" purity="6.6575008630752563e-01" nType="-99"/>
0421 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0419969223439693e-04" rms="4.3720948696136475e-01" purity="6.1601227521896362e-01" nType="-99"/>
0422 </Node>
0423 </Node>
0424 </BinaryTree>
0425 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="29">
0426 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3495733737945557e-01" cType="1" res="-4.0467795915901661e-03" rms="4.3125751614570618e-01" purity="5.0113004446029663e-01" nType="0">
0427 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="7.9409338533878326e-02" cType="1" res="-4.5168925076723099e-02" rms="4.1570428013801575e-01" purity="2.8851509094238281e-01" nType="0">
0428 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3233791589736938e-02" rms="3.2806691527366638e-01" purity="1.3663844764232635e-01" nType="-99"/>
0429 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9836782962083817e-03" rms="4.4241285324096680e-01" purity="3.4856852889060974e-01" nType="-99"/>
0430 </Node>
0431 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.0952416360378265e-02" cType="1" res="3.2154537737369537e-02" rms="4.4133943319320679e-01" purity="6.8830275535583496e-01" nType="0">
0432 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1566023826599121e-03" rms="4.4715508818626404e-01" purity="6.6692352294921875e-01" nType="-99"/>
0433 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9652467221021652e-02" rms="4.2087590694427490e-01" purity="7.4669724702835083e-01" nType="-99"/>
0434 </Node>
0435 </Node>
0436 </BinaryTree>
0437 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="30">
0438 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.1716603636741638e-01" cType="1" res="9.6386962104588747e-04" rms="4.3702262639999390e-01" purity="5.0440376996994019e-01" nType="0">
0439 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.1388150602579117e-01" cType="1" res="-2.9989251866936684e-02" rms="4.1880172491073608e-01" purity="2.9165148735046387e-01" nType="0">
0440 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6404595002532005e-02" rms="3.4922385215759277e-01" purity="1.6576941311359406e-01" nType="-99"/>
0441 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.0082279853522778e-03" rms="4.6700429916381836e-01" purity="4.0983724594116211e-01" nType="-99"/>
0442 </Node>
0443 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1903665028512478e-02" cType="1" res="2.5637738406658173e-02" rms="4.4949603080749512e-01" purity="6.7399644851684570e-01" nType="0">
0444 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2248842287808657e-03" rms="4.5235043764114380e-01" purity="6.4115661382675171e-01" nType="-99"/>
0445 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2845907360315323e-02" rms="4.4489210844039917e-01" purity="7.0186740159988403e-01" nType="-99"/>
0446 </Node>
0447 </Node>
0448 </BinaryTree>
0449 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="31">
0450 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3340438306331635e-01" cType="1" res="-6.3526267185807228e-03" rms="4.3719530105590820e-01" purity="4.9095219373703003e-01" nType="0">
0451 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.0238094329833984e+01" cType="1" res="-3.0499169602990150e-02" rms="4.1830742359161377e-01" purity="2.9227027297019958e-01" nType="0">
0452 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6819009557366371e-02" rms="3.8807493448257446e-01" purity="2.5451698899269104e-01" nType="-99"/>
0453 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.1594847142696381e-03" rms="4.6201023459434509e-01" purity="3.6142975091934204e-01" nType="-99"/>
0454 </Node>
0455 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5304520800709724e-03" cType="1" res="1.5537225641310215e-02" rms="4.5252680778503418e-01" purity="6.7106568813323975e-01" nType="0">
0456 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4653274342417717e-03" rms="4.5141592621803284e-01" purity="6.4760017395019531e-01" nType="-99"/>
0457 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5641806945204735e-03" rms="4.5209863781929016e-01" purity="6.8767744302749634e-01" nType="-99"/>
0458 </Node>
0459 </Node>
0460 </BinaryTree>
0461 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="32">
0462 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.2469694912433624e-01" cType="1" res="-1.2375687249004841e-02" rms="4.2793008685112000e-01" purity="4.9181634187698364e-01" nType="0">
0463 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3771920241415501e-03" cType="1" res="-4.7698449343442917e-02" rms="4.0267884731292725e-01" purity="2.6651978492736816e-01" nType="0">
0464 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1748898588120937e-03" rms="4.3955084681510925e-01" purity="3.4552448987960815e-01" nType="-99"/>
0465 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8423303961753845e-02" rms="3.8694319128990173e-01" purity="2.4064986407756805e-01" nType="-99"/>
0466 </Node>
0467 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.2026215791702271e-01" cType="1" res="1.6579721122980118e-02" rms="4.4548404216766357e-01" purity="6.7650055885314941e-01" nType="0">
0468 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.5397378057241440e-03" rms="4.4282066822052002e-01" purity="6.8518388271331787e-01" nType="-99"/>
0469 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1943247169256210e-02" rms="4.5543113350868225e-01" purity="6.2478953599929810e-01" nType="-99"/>
0470 </Node>
0471 </Node>
0472 </BinaryTree>
0473 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="33">
0474 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.0938602983951569e-02" cType="1" res="1.3947157189249992e-02" rms="4.4073769450187683e-01" purity="5.0952380895614624e-01" nType="0">
0475 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.1625538170337677e-01" cType="1" res="8.3708798047155142e-04" rms="4.3810233473777771e-01" purity="4.7982725501060486e-01" nType="0">
0476 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1040658727288246e-03" rms="4.1833066940307617e-01" purity="2.7943873405456543e-01" nType="-99"/>
0477 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4559901580214500e-03" rms="4.5460718870162964e-01" purity="6.6257268190383911e-01" nType="-99"/>
0478 </Node>
0479 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.0006130933761597e-02" cType="1" res="6.6123850643634796e-02" rms="4.4728165864944458e-01" purity="6.2771290540695190e-01" nType="0">
0480 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5839244946837425e-02" rms="4.2859572172164917e-01" purity="6.7576611042022705e-01" nType="-99"/>
0481 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2252792734652758e-03" rms="4.6449592709541321e-01" purity="5.6699764728546143e-01" nType="-99"/>
0482 </Node>
0483 </Node>
0484 </BinaryTree>
0485 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="34">
0486 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.5437255501747131e-01" cType="1" res="6.8503813818097115e-03" rms="4.3775022029876709e-01" purity="5.0303655862808228e-01" nType="0">
0487 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.8915708661079407e-01" cType="1" res="1.7379723489284515e-02" rms="4.3200606107711792e-01" purity="4.7861763834953308e-01" nType="0">
0488 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9425244107842445e-03" rms="4.3010482192039490e-01" purity="4.7692871093750000e-01" nType="-99"/>
0489 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9656520113348961e-02" rms="4.4899430871009827e-01" purity="5.1595157384872437e-01" nType="-99"/>
0490 </Node>
0491 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="8.6714571714401245e-01" cType="1" res="-3.6224883049726486e-02" rms="4.5798996090888977e-01" purity="6.0293382406234741e-01" nType="0">
0492 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9509004205465317e-02" rms="4.6830537915229797e-01" purity="4.7172668576240540e-01" nType="-99"/>
0493 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1252813041210175e-02" rms="4.3181198835372925e-01" purity="7.1986508369445801e-01" nType="-99"/>
0494 </Node>
0495 </Node>
0496 </BinaryTree>
0497 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="35">
0498 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.3466711044311523e+00" cType="1" res="-3.6792575847357512e-03" rms="4.3346759676933289e-01" purity="4.9624425172805786e-01" nType="0">
0499 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.2801976501941681e-01" cType="1" res="-1.0243943892419338e-02" rms="4.3410655856132507e-01" purity="4.7643777728080750e-01" nType="0">
0500 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6536945477128029e-02" rms="3.7141442298889160e-01" purity="1.9545070827007294e-01" nType="-99"/>
0501 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9816227722913027e-03" rms="4.5507693290710449e-01" purity="5.8708626031875610e-01" nType="-99"/>
0502 </Node>
0503 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9707724452018738e-02" rms="4.1561082005500793e-01" purity="7.5501799583435059e-01" nType="-99"/>
0504 </Node>
0505 </BinaryTree>
0506 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="36">
0507 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="1.4062632806599140e-02" rms="4.3325677514076233e-01" purity="5.1845318078994751e-01" nType="0">
0508 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4380348175764084e-02" rms="3.6020439863204956e-01" purity="2.3904813826084137e-01" nType="-99"/>
0509 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.4895258545875549e-01" cType="1" res="2.1066036075353622e-02" rms="4.3428280949592590e-01" purity="5.2915358543395996e-01" nType="0">
0510 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9719260744750500e-03" rms="4.3618643283843994e-01" purity="4.4461628794670105e-01" nType="-99"/>
0511 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2501844204962254e-02" rms="4.2819055914878845e-01" purity="7.2777825593948364e-01" nType="-99"/>
0512 </Node>
0513 </Node>
0514 </BinaryTree>
0515 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="37">
0516 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4307407438755035e-01" cType="1" res="5.1833195611834526e-03" rms="4.3465134501457214e-01" purity="5.0955629348754883e-01" nType="0">
0517 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.7071548104286194e-01" cType="1" res="-3.0177852138876915e-02" rms="3.8870531320571899e-01" purity="2.2734972834587097e-01" nType="0">
0518 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9119847826659679e-03" rms="3.8965550065040588e-01" purity="2.3422785103321075e-01" nType="-99"/>
0519 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2830821126699448e-02" rms="3.4721130132675171e-01" purity="1.5122348070144653e-01" nType="-99"/>
0520 </Node>
0521 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.3133389651775360e-01" cType="1" res="2.2349214181303978e-02" rms="4.5429557561874390e-01" purity="6.4655196666717529e-01" nType="0">
0522 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4201615005731583e-02" rms="4.4678479433059692e-01" purity="6.7832881212234497e-01" nType="-99"/>
0523 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0089492793194950e-04" rms="4.5698222517967224e-01" purity="6.2916994094848633e-01" nType="-99"/>
0524 </Node>
0525 </Node>
0526 </BinaryTree>
0527 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="38">
0528 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3845336399972439e-03" cType="1" res="3.1121619977056980e-03" rms="4.3750968575477600e-01" purity="5.0148862600326538e-01" nType="0">
0529 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.9294259836897254e-03" cType="1" res="5.7142913341522217e-02" rms="4.4045421481132507e-01" purity="5.3478336334228516e-01" nType="0">
0530 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8407216295599937e-02" rms="4.4207561016082764e-01" purity="5.5491167306900024e-01" nType="-99"/>
0531 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0500294156372547e-02" rms="4.1725510358810425e-01" purity="4.1229373216629028e-01" nType="-99"/>
0532 </Node>
0533 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="-1.1748739518225193e-02" rms="4.3552252650260925e-01" purity="4.9233108758926392e-01" nType="0">
0534 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5379022359848022e-02" rms="3.8113063573837280e-01" purity="2.6441305875778198e-01" nType="-99"/>
0535 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4931326732039452e-03" rms="4.3696379661560059e-01" purity="5.0263035297393799e-01" nType="-99"/>
0536 </Node>
0537 </Node>
0538 </BinaryTree>
0539 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="39">
0540 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7528066635131836e-01" cType="1" res="7.7064125798642635e-03" rms="4.3124040961265564e-01" purity="5.1446831226348877e-01" nType="0">
0541 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4532292783260345e-01" cType="1" res="-1.0608860291540623e-02" rms="4.3360787630081177e-01" purity="4.1517907381057739e-01" nType="0">
0542 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1412231028079987e-02" rms="3.2786133885383606e-01" purity="1.3952164351940155e-01" nType="-99"/>
0543 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.5141121372580528e-03" rms="4.7952470183372498e-01" purity="5.6845879554748535e-01" nType="-99"/>
0544 </Node>
0545 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.4748325645923615e-03" cType="1" res="4.0242977440357208e-02" rms="4.2506054043769836e-01" purity="6.9085282087326050e-01" nType="0">
0546 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8449245020747185e-02" rms="4.2761906981468201e-01" purity="6.9358921051025391e-01" nType="-99"/>
0547 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8982653273269534e-04" rms="4.1825196146965027e-01" purity="6.8744134902954102e-01" nType="-99"/>
0548 </Node>
0549 </Node>
0550 </BinaryTree>
0551 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="40">
0552 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="-3.1393789686262608e-03" rms="4.3532449007034302e-01" purity="4.9525770545005798e-01" nType="0">
0553 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2048778384923935e-02" rms="3.4300687909126282e-01" purity="2.1457037329673767e-01" nType="-99"/>
0554 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1905716732144356e-02" cType="1" res="2.7411726769059896e-03" rms="4.3764135241508484e-01" purity="5.0662821531295776e-01" nType="0">
0555 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4150473549962044e-03" rms="4.3215027451515198e-01" purity="4.4951471686363220e-01" nType="-99"/>
0556 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.7790676839649677e-03" rms="4.4307923316955566e-01" purity="5.7753157615661621e-01" nType="-99"/>
0557 </Node>
0558 </Node>
0559 </BinaryTree>
0560 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="41">
0561 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3806402459740639e-03" cType="1" res="-4.2503508739173412e-03" rms="4.2788913846015930e-01" purity="5.0097709894180298e-01" nType="0">
0562 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.2470454676076770e-03" cType="1" res="4.7699179500341415e-02" rms="4.2649248242378235e-01" purity="5.4224175214767456e-01" nType="0">
0563 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8196342280134559e-03" rms="4.1810294985771179e-01" purity="5.1284259557723999e-01" nType="-99"/>
0564 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1753827109932899e-02" rms="4.3065124750137329e-01" purity="5.6867396831512451e-01" nType="-99"/>
0565 </Node>
0566 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.6003935337066650e-01" cType="1" res="-1.9017359241843224e-02" rms="4.2713358998298645e-01" purity="4.8924735188484192e-01" nType="0">
0567 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.8946519643068314e-03" rms="4.2431107163429260e-01" purity="4.4789361953735352e-01" nType="-99"/>
0568 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1178127489984035e-02" rms="4.3643411993980408e-01" purity="7.1604949235916138e-01" nType="-99"/>
0569 </Node>
0570 </Node>
0571 </BinaryTree>
0572 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="42">
0573 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.3918601274490356e+00" cType="1" res="-7.2272126562893391e-03" rms="4.3122130632400513e-01" purity="4.9309882521629333e-01" nType="0">
0574 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="4.2527535557746887e-01" cType="1" res="-1.3470986858010292e-02" rms="4.3271878361701965e-01" purity="4.7550192475318909e-01" nType="0">
0575 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.2622075676918030e-03" rms="4.2553564906120300e-01" purity="3.8256862759590149e-01" nType="-99"/>
0576 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.8792250454425812e-03" rms="4.4689610600471497e-01" purity="6.8857622146606445e-01" nType="-99"/>
0577 </Node>
0578 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5208616629242897e-02" rms="3.9298316836357117e-01" purity="7.7609640359878540e-01" nType="-99"/>
0579 </Node>
0580 </BinaryTree>
0581 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="43">
0582 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3780004121363163e-03" cType="1" res="-7.5281606987118721e-03" rms="4.3126112222671509e-01" purity="4.9222564697265625e-01" nType="0">
0583 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4758138656616211e-01" cType="1" res="4.8804547637701035e-02" rms="4.2769166827201843e-01" purity="5.5239611864089966e-01" nType="0">
0584 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.4551139473915100e-03" rms="4.4270026683807373e-01" purity="4.6388450264930725e-01" nType="-99"/>
0585 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3960908651351929e-02" rms="3.6854466795921326e-01" purity="8.1491017341613770e-01" nType="-99"/>
0586 </Node>
0587 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.0639555454254150e-01" cType="1" res="-2.4033177644014359e-02" rms="4.3090865015983582e-01" purity="4.7459620237350464e-01" nType="0">
0588 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.5456587150692940e-03" rms="4.2737433314323425e-01" purity="4.3291705846786499e-01" nType="-99"/>
0589 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3730427250266075e-02" rms="4.4254353642463684e-01" purity="7.2249639034271240e-01" nType="-99"/>
0590 </Node>
0591 </Node>
0592 </BinaryTree>
0593 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="44">
0594 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.1217184066772461e+00" cType="1" res="7.2486307471990585e-03" rms="4.3141135573387146e-01" purity="5.1240462064743042e-01" nType="0">
0595 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.2577764987945557e-02" cType="1" res="-1.2524385238066316e-04" rms="4.3602457642555237e-01" purity="4.8061585426330566e-01" nType="0">
0596 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9820106923580170e-02" rms="3.4313839673995972e-01" purity="1.8432810902595520e-01" nType="-99"/>
0597 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4686526264995337e-03" rms="4.3994548916816711e-01" purity="4.9748623371124268e-01" nType="-99"/>
0598 </Node>
0599 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.1079997718334198e-01" cType="1" res="6.9981686770915985e-02" rms="3.8428321480751038e-01" purity="7.8284710645675659e-01" nType="0">
0600 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8687519952654839e-02" rms="4.0080192685127258e-01" purity="7.2634798288345337e-01" nType="-99"/>
0601 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0620053857564926e-02" rms="3.6665526032447815e-01" purity="8.2759553194046021e-01" nType="-99"/>
0602 </Node>
0603 </Node>
0604 </BinaryTree>
0605 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="45">
0606 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.1913443803787231e-01" cType="1" res="4.0803225710988045e-03" rms="4.3112125992774963e-01" purity="5.1017326116561890e-01" nType="0">
0607 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+00" cType="1" res="1.2960441410541534e-02" rms="4.2938870191574097e-01" purity="5.0282770395278931e-01" nType="0">
0608 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7344645932316780e-02" rms="3.4385913610458374e-01" purity="2.6255285739898682e-01" nType="-99"/>
0609 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4603031128644943e-03" rms="4.3207758665084839e-01" purity="5.1321035623550415e-01" nType="-99"/>
0610 </Node>
0611 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="6.7470359802246094e-01" cType="1" res="-8.8469803333282471e-02" rms="4.3819674849510193e-01" purity="5.8672904968261719e-01" nType="0">
0612 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6696051955223083e-02" rms="4.3307462334632874e-01" purity="4.0975800156593323e-01" nType="-99"/>
0613 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1098028197884560e-03" rms="4.2743787169456482e-01" purity="7.0012003183364868e-01" nType="-99"/>
0614 </Node>
0615 </Node>
0616 </BinaryTree>
0617 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="46">
0618 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.2639128565788269e-01" cType="1" res="-5.6700268760323524e-04" rms="4.2277333140373230e-01" purity="5.0971454381942749e-01" nType="0">
0619 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="7.6810851693153381e-02" cType="1" res="-2.7038281783461571e-02" rms="4.0126365423202515e-01" purity="2.8477159142494202e-01" nType="0">
0620 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5812430083751678e-02" rms="2.9761493206024170e-01" purity="9.8708376288414001e-02" nType="-99"/>
0621 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1717763310298324e-04" rms="4.2871722579002380e-01" purity="3.5174441337585449e-01" nType="-99"/>
0622 </Node>
0623 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.7000000000000000e+01" cType="1" res="2.1050989627838135e-02" rms="4.3837517499923706e-01" purity="6.9341617822647095e-01" nType="0">
0624 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5566888507455587e-03" rms="4.4112783670425415e-01" purity="6.8289929628372192e-01" nType="-99"/>
0625 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5210079960525036e-02" rms="4.2477038502693176e-01" purity="7.3503029346466064e-01" nType="-99"/>
0626 </Node>
0627 </Node>
0628 </BinaryTree>
0629 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="47">
0630 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3053590953350067e-01" cType="1" res="5.5329976603388786e-03" rms="4.3084222078323364e-01" purity="5.0991654396057129e-01" nType="0">
0631 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.9810822606086731e-01" cType="1" res="2.1688537672162056e-02" rms="4.1059502959251404e-01" purity="4.2961940169334412e-01" nType="0">
0632 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.3200426995754242e-03" rms="3.7491041421890259e-01" purity="2.0177459716796875e-01" nType="-99"/>
0633 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4421066269278526e-02" rms="4.3492534756660461e-01" purity="6.2335073947906494e-01" nType="-99"/>
0634 </Node>
0635 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="-1.6310330480337143e-02" rms="4.5588347315788269e-01" purity="6.1848348379135132e-01" nType="0">
0636 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.5740486606955528e-03" rms="4.5035701990127563e-01" purity="6.4960747957229614e-01" nType="-99"/>
0637 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8996821716427803e-02" rms="4.5638343691825867e-01" purity="5.7530528306961060e-01" nType="-99"/>
0638 </Node>
0639 </Node>
0640 </BinaryTree>
0641 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="48">
0642 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="-1.4480064855888486e-03" rms="4.3416330218315125e-01" purity="4.9733060598373413e-01" nType="0">
0643 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6784250289201736e-02" rms="3.4540668129920959e-01" purity="2.2436034679412842e-01" nType="-99"/>
0644 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.4974827766418457e-01" cType="1" res="3.4962564241141081e-03" rms="4.3652305006980896e-01" purity="5.0800001621246338e-01" nType="0">
0645 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9030779842287302e-03" rms="4.2951115965843201e-01" purity="4.8545387387275696e-01" nType="-99"/>
0646 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.1881157346069813e-03" rms="4.6401211619377136e-01" purity="6.0512948036193848e-01" nType="-99"/>
0647 </Node>
0648 </Node>
0649 </BinaryTree>
0650 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="49">
0651 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.7955304384231567e+00" cType="1" res="-8.1563164712861180e-04" rms="4.3667301535606384e-01" purity="4.9592036008834839e-01" nType="0">
0652 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.4626587629318237e-01" cType="1" res="-5.1700151525437832e-03" rms="4.3757033348083496e-01" purity="4.8099106550216675e-01" nType="0">
0653 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3911399766802788e-03" rms="4.3001964688301086e-01" purity="4.6694129705429077e-01" nType="-99"/>
0654 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8579589203000069e-02" rms="4.6703583002090454e-01" purity="5.5178219079971313e-01" nType="-99"/>
0655 </Node>
0656 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0339580252766609e-02" rms="4.1086483001708984e-01" purity="7.7725392580032349e-01" nType="-99"/>
0657 </Node>
0658 </BinaryTree>
0659 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="50">
0660 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.6004444956779480e-01" cType="1" res="2.7518151910044253e-04" rms="4.2820239067077637e-01" purity="5.0081819295883179e-01" nType="0">
0661 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.4626587629318237e-01" cType="1" res="-1.1001825332641602e-02" rms="4.2582872509956360e-01" purity="4.5603188872337341e-01" nType="0">
0662 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.3192466041073203e-04" rms="4.1911900043487549e-01" purity="4.5714113116264343e-01" nType="-99"/>
0663 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3254020139575005e-02" rms="4.8207724094390869e-01" purity="4.4427573680877686e-01" nType="-99"/>
0664 </Node>
0665 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="7.7840214967727661e-01" cType="1" res="5.7722829282283783e-02" rms="4.3558710813522339e-01" purity="7.2896969318389893e-01" nType="0">
0666 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1954284533858299e-03" rms="4.8248222470283508e-01" purity="6.2395322322845459e-01" nType="-99"/>
0667 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0458554849028587e-02" rms="4.1460689902305603e-01" purity="7.6579529047012329e-01" nType="-99"/>
0668 </Node>
0669 </Node>
0670 </BinaryTree>
0671 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="51">
0672 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.8372658491134644e+00" cType="1" res="1.2755720876157284e-02" rms="4.3194493651390076e-01" purity="5.1115518808364868e-01" nType="0">
0673 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.2970999777317047e-01" cType="1" res="1.5996849164366722e-02" rms="4.3095931410789490e-01" purity="5.1055276393890381e-01" nType="0">
0674 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6810191124677658e-03" rms="3.8349375128746033e-01" purity="2.2398561239242554e-01" nType="-99"/>
0675 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.4271145276725292e-03" rms="4.5119932293891907e-01" purity="6.4819628000259399e-01" nType="-99"/>
0676 </Node>
0677 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4700611829757690e-02" rms="4.5069265365600586e-01" purity="5.3233563899993896e-01" nType="-99"/>
0678 </Node>
0679 </BinaryTree>
0680 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="52">
0681 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.8631526231765747e-01" cType="1" res="-8.3221821114420891e-03" rms="4.3003231287002563e-01" purity="4.9453976750373840e-01" nType="0">
0682 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.4728161543607712e-02" cType="1" res="-3.9501246064901352e-02" rms="4.1157194972038269e-01" purity="3.2913729548454285e-01" nType="0">
0683 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.5134702026844025e-02" rms="1.4956705272197723e-01" purity="0.0000000000000000e+00" nType="-99"/>
0684 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.4613570682704449e-03" rms="4.2231485247612000e-01" purity="3.5794192552566528e-01" nType="-99"/>
0685 </Node>
0686 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.8792897462844849e-01" cType="1" res="6.5014827996492386e-03" rms="4.3775838613510132e-01" purity="5.7317811250686646e-01" nType="0">
0687 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5453760065138340e-03" rms="4.3705859780311584e-01" purity="5.5875831842422485e-01" nType="-99"/>
0688 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0623766109347343e-02" rms="4.3925660848617554e-01" purity="6.6618776321411133e-01" nType="-99"/>
0689 </Node>
0690 </Node>
0691 </BinaryTree>
0692 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="53">
0693 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3108851909637451e-01" cType="1" res="-6.1044194735586643e-03" rms="4.3425744771957397e-01" purity="4.8737344145774841e-01" nType="0">
0694 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.2000000000000000e+01" cType="1" res="1.2242413125932217e-02" rms="4.1922628879547119e-01" purity="4.1145199537277222e-01" nType="0">
0695 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.4945601150393486e-03" rms="4.2158770561218262e-01" purity="4.2054590582847595e-01" nType="-99"/>
0696 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4127071015536785e-02" rms="3.9369508624076843e-01" purity="3.3846524357795715e-01" nType="-99"/>
0697 </Node>
0698 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.4012565612792969e+00" cType="1" res="-3.2671552151441574e-02" rms="4.5383155345916748e-01" purity="5.9731149673461914e-01" nType="0">
0699 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1294373311102390e-02" rms="4.5693764090538025e-01" purity="5.7069814205169678e-01" nType="-99"/>
0700 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2069242075085640e-02" rms="4.2773565649986267e-01" purity="7.4034065008163452e-01" nType="-99"/>
0701 </Node>
0702 </Node>
0703 </BinaryTree>
0704 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="54">
0705 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.3332664519548416e-02" cType="1" res="1.4858707785606384e-02" rms="4.3123713135719299e-01" purity="5.1621741056442261e-01" nType="0">
0706 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.1746721360832453e-03" cType="1" res="4.7022528015077114e-03" rms="4.2669236660003662e-01" purity="4.9257948994636536e-01" nType="0">
0707 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1335392482578754e-02" rms="4.3455511331558228e-01" purity="5.2955502271652222e-01" nType="-99"/>
0708 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7233764305710793e-03" rms="4.2144981026649475e-01" purity="4.7440728545188904e-01" nType="-99"/>
0709 </Node>
0710 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3528422415256500e-01" cType="1" res="6.5536074340343475e-02" rms="4.4981956481933594e-01" purity="6.3416278362274170e-01" nType="0">
0711 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1322967261075974e-02" rms="4.8132744431495667e-01" purity="4.6333485841751099e-01" nType="-99"/>
0712 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5900649428367615e-03" rms="4.2940235137939453e-01" purity="7.2229206562042236e-01" nType="-99"/>
0713 </Node>
0714 </Node>
0715 </BinaryTree>
0716 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="55">
0717 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6050864458084106e-01" cType="1" res="-1.3096386566758156e-02" rms="4.2808538675308228e-01" purity="4.8916855454444885e-01" nType="0">
0718 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.0276828408241272e-01" cType="1" res="-3.1808938365429640e-03" rms="4.1889744997024536e-01" purity="4.7293347120285034e-01" nType="0">
0719 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.2234991714358330e-03" rms="4.0892738103866577e-01" purity="3.6432814598083496e-01" nType="-99"/>
0720 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3562426902353764e-02" rms="4.3377545475959778e-01" purity="7.0762193202972412e-01" nType="-99"/>
0721 </Node>
0722 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.0014487504959106e-01" cType="1" res="-5.9143681079149246e-02" rms="4.6563899517059326e-01" purity="5.6456381082534790e-01" nType="0">
0723 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6104121953248978e-02" rms="4.4041115045547485e-01" purity="4.1409736871719360e-01" nType="-99"/>
0724 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7261785687878728e-03" rms="4.6436825394630432e-01" purity="6.2144696712493896e-01" nType="-99"/>
0725 </Node>
0726 </Node>
0727 </BinaryTree>
0728 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="56">
0729 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="2.0319867134094238e-01" cType="1" res="1.2078323401510715e-02" rms="4.2628058791160583e-01" purity="5.1672410964965820e-01" nType="0">
0730 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3789138067513704e-03" cType="1" res="-1.8399853433948010e-04" rms="4.2058923840522766e-01" purity="4.4241946935653687e-01" nType="0">
0731 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3081051409244537e-02" rms="4.3425354361534119e-01" purity="4.9172702431678772e-01" nType="-99"/>
0732 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2136567644774914e-03" rms="4.1502675414085388e-01" purity="4.2723542451858521e-01" nType="-99"/>
0733 </Node>
0734 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.6337220668792725e-01" cType="1" res="4.2831949889659882e-02" rms="4.3872573971748352e-01" purity="7.0307844877243042e-01" nType="0">
0735 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4864247292280197e-02" rms="4.3966135382652283e-01" purity="7.1120142936706543e-01" nType="-99"/>
0736 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3585061319172382e-03" rms="4.3120080232620239e-01" purity="6.8089658021926880e-01" nType="-99"/>
0737 </Node>
0738 </Node>
0739 </BinaryTree>
0740 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="57">
0741 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.3472386598587036e+00" cType="1" res="-6.9798657204955816e-04" rms="4.2747738957405090e-01" purity="5.0490325689315796e-01" nType="0">
0742 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.5166310667991638e-01" cType="1" res="4.5338138006627560e-03" rms="4.2617437243461609e-01" purity="5.0447410345077515e-01" nType="0">
0743 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8753660153597593e-03" rms="4.1694301366806030e-01" purity="3.9741167426109314e-01" nType="-99"/>
0744 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.4268146418035030e-03" rms="4.4003134965896606e-01" purity="6.8442565202713013e-01" nType="-99"/>
0745 </Node>
0746 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9646994546055794e-02" rms="4.3962100148200989e-01" purity="5.1462841033935547e-01" nType="-99"/>
0747 </Node>
0748 </BinaryTree>
0749 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="58">
0750 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="4.3808487057685852e-01" cType="1" res="-8.0596907064318657e-03" rms="4.2885336279869080e-01" purity="4.9053493142127991e-01" nType="0">
0751 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.0952319502830505e-02" cType="1" res="-2.9874639585614204e-02" rms="4.2511439323425293e-01" purity="3.5786488652229309e-01" nType="0">
0752 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3200715184211731e-02" rms="4.0913060307502747e-01" purity="3.1695261597633362e-01" nType="-99"/>
0753 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1810467578470707e-02" rms="4.7309127449989319e-01" purity="5.1489090919494629e-01" nType="-99"/>
0754 </Node>
0755 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.1571428298950195e+01" cType="1" res="1.5368637628853321e-02" rms="4.3160670995712280e-01" purity="6.3301688432693481e-01" nType="0">
0756 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2974101118743420e-02" rms="4.1134804487228394e-01" purity="6.6136926412582397e-01" nType="-99"/>
0757 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.2885996885597706e-04" rms="4.4070848822593689e-01" purity="6.1829155683517456e-01" nType="-99"/>
0758 </Node>
0759 </Node>
0760 </BinaryTree>
0761 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="59">
0762 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7903034090995789e-01" cType="1" res="-9.2260343953967094e-03" rms="4.2812412977218628e-01" purity="4.8777821660041809e-01" nType="0">
0763 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.1484454870223999e-01" cType="1" res="-2.9208216816186905e-02" rms="4.1793197393417358e-01" purity="3.7496423721313477e-01" nType="0">
0764 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8661567270755768e-03" rms="4.1339290142059326e-01" purity="3.7479758262634277e-01" nType="-99"/>
0765 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8579279333353043e-02" rms="4.4701164960861206e-01" purity="3.7762951850891113e-01" nType="-99"/>
0766 </Node>
0767 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1902341619133949e-02" cType="1" res="2.2969583049416542e-02" rms="4.4215846061706543e-01" purity="6.6954594850540161e-01" nType="0">
0768 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0900200363248587e-03" rms="4.4477736949920654e-01" purity="6.2917035818099976e-01" nType="-99"/>
0769 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2180740013718605e-02" rms="4.3822056055068970e-01" purity="7.0039135217666626e-01" nType="-99"/>
0770 </Node>
0771 </Node>
0772 </BinaryTree>
0773 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="60">
0774 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.5906201004981995e-01" cType="1" res="-1.0538504458963871e-02" rms="4.3255218863487244e-01" purity="4.8429301381111145e-01" nType="0">
0775 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.7624236904084682e-03" cType="1" res="2.7076208498328924e-03" rms="4.2475983500480652e-01" purity="4.7084590792655945e-01" nType="0">
0776 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.9879074841737747e-03" rms="4.3010842800140381e-01" purity="4.7676602005958557e-01" nType="-99"/>
0777 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7731082886457443e-03" rms="4.2010906338691711e-01" purity="4.6727529168128967e-01" nType="-99"/>
0778 </Node>
0779 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="8.5868275165557861e-01" cType="1" res="-7.0142246782779694e-02" rms="4.6132361888885498e-01" purity="5.4480105638504028e-01" nType="0">
0780 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2867606729269028e-02" rms="4.6905252337455750e-01" purity="3.9640057086944580e-01" nType="-99"/>
0781 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8410077579319477e-04" rms="4.4325754046440125e-01" purity="6.8376153707504272e-01" nType="-99"/>
0782 </Node>
0783 </Node>
0784 </BinaryTree>
0785 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="61">
0786 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.6198571324348450e-01" cType="1" res="4.8007029108703136e-03" rms="4.3041235208511353e-01" purity="4.9769666790962219e-01" nType="0">
0787 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.4974827766418457e-01" cType="1" res="-3.4862034954130650e-03" rms="4.2887488007545471e-01" purity="4.6033656597137451e-01" nType="0">
0788 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1009423760697246e-03" rms="4.2521399259567261e-01" purity="4.6160891652107239e-01" nType="-99"/>
0789 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0113913342356682e-02" rms="4.5875793695449829e-01" purity="4.4640651345252991e-01" nType="-99"/>
0790 </Node>
0791 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="7.8854387998580933e-01" cType="1" res="5.3963292390108109e-02" rms="4.3619731068611145e-01" purity="7.1933805942535400e-01" nType="0">
0792 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5832738727331161e-02" rms="4.0491124987602234e-01" purity="7.7098482847213745e-01" nType="-99"/>
0793 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.7837264183908701e-04" rms="4.5790842175483704e-01" purity="6.7113035917282104e-01" nType="-99"/>
0794 </Node>
0795 </Node>
0796 </BinaryTree>
0797 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="62">
0798 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.4285517856478691e-02" cType="1" res="-2.7444039005786180e-03" rms="4.2892065644264221e-01" purity="4.9077078700065613e-01" nType="0">
0799 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.7210831176489592e-03" cType="1" res="-1.8920751288533211e-02" rms="4.1966420412063599e-01" purity="4.3388393521308899e-01" nType="0">
0800 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.1964535638689995e-03" rms="4.3323600292205811e-01" purity="5.2155137062072754e-01" nType="-99"/>
0801 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4341009780764580e-02" rms="4.0625011920928955e-01" purity="3.7294512987136841e-01" nType="-99"/>
0802 </Node>
0803 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.4489866569638252e-02" cType="1" res="2.0664824172854424e-02" rms="4.4092324376106262e-01" purity="5.7309323549270630e-01" nType="0">
0804 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6354294493794441e-02" rms="4.2597919702529907e-01" purity="5.9707432985305786e-01" nType="-99"/>
0805 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8858729163184762e-03" rms="4.4738420844078064e-01" purity="5.5858206748962402e-01" nType="-99"/>
0806 </Node>
0807 </Node>
0808 </BinaryTree>
0809 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="63">
0810 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="7.5494959019124508e-03" rms="4.2677381634712219e-01" purity="5.0436574220657349e-01" nType="0">
0811 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="6.3688129186630249e-01" cType="1" res="-3.3668369054794312e-02" rms="3.9383625984191895e-01" purity="3.8852038979530334e-01" nType="0">
0812 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8006382510066032e-02" rms="3.9458379149436951e-01" purity="2.6872161030769348e-01" nType="-99"/>
0813 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1256875470280647e-02" rms="3.8147017359733582e-01" purity="6.8874770402908325e-01" nType="-99"/>
0814 </Node>
0815 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.3333332061767578e+01" cType="1" res="1.4095803722739220e-02" rms="4.3141162395477295e-01" purity="5.2276450395584106e-01" nType="0">
0816 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2224830724298954e-03" rms="4.3229955434799194e-01" purity="5.3217506408691406e-01" nType="-99"/>
0817 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0428661480545998e-02" rms="4.1950079798698425e-01" purity="4.4024398922920227e-01" nType="-99"/>
0818 </Node>
0819 </Node>
0820 </BinaryTree>
0821 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="64">
0822 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="8.4711140394210815e-01" cType="1" res="-6.8805250339210033e-03" rms="4.3294385075569153e-01" purity="4.8540681600570679e-01" nType="0">
0823 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="6.9185800850391388e-02" cType="1" res="-1.5305107459425926e-02" rms="4.3772405385971069e-01" purity="4.2734703421592712e-01" nType="0">
0824 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7407310456037521e-02" rms="2.6433411240577698e-01" purity="8.4148071706295013e-02" nType="-99"/>
0825 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2897429298609495e-03" rms="4.4326469302177429e-01" purity="4.4346725940704346e-01" nType="-99"/>
0826 </Node>
0827 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.2981259226799011e-01" cType="1" res="2.8495347127318382e-02" rms="4.1038304567337036e-01" purity="7.2920703887939453e-01" nType="0">
0828 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8190067261457443e-02" rms="4.1550165414810181e-01" purity="6.9611436128616333e-01" nType="-99"/>
0829 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.5239301659166813e-03" rms="3.9786729216575623e-01" purity="7.6909297704696655e-01" nType="-99"/>
0830 </Node>
0831 </Node>
0832 </BinaryTree>
0833 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="65">
0834 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7637280225753784e-01" cType="1" res="-7.9242801293730736e-03" rms="4.2419719696044922e-01" purity="4.8995131254196167e-01" nType="0">
0835 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.6666624695062637e-02" cType="1" res="-2.5555025786161423e-02" rms="4.2460909485816956e-01" purity="3.7978908419609070e-01" nType="0">
0836 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2714393436908722e-02" rms="4.1042435169219971e-01" purity="3.1118565797805786e-01" nType="-99"/>
0837 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7833352796733379e-03" rms="4.4480115175247192e-01" purity="4.9444034695625305e-01" nType="-99"/>
0838 </Node>
0839 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.3793100845068693e-03" cType="1" res="2.3119548335671425e-02" rms="4.2168310284614563e-01" purity="6.8392252922058105e-01" nType="0">
0840 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0945269912481308e-03" rms="4.3695411086082458e-01" purity="6.2958395481109619e-01" nType="-99"/>
0841 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.8182503134012222e-03" rms="4.1675180196762085e-01" purity="6.9715279340744019e-01" nType="-99"/>
0842 </Node>
0843 </Node>
0844 </BinaryTree>
0845 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="66">
0846 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.3468016386032104e+00" cType="1" res="7.2800489142537117e-03" rms="4.3483003973960876e-01" purity="4.9868291616439819e-01" nType="0">
0847 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.9849346876144409e-01" cType="1" res="3.0777403153479099e-03" rms="4.3503341078758240e-01" purity="4.7890794277191162e-01" nType="0">
0848 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4446854367852211e-03" rms="4.3407925963401794e-01" purity="4.8077443242073059e-01" nType="-99"/>
0849 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9601406306028366e-02" rms="4.3486699461936951e-01" purity="4.4082841277122498e-01" nType="-99"/>
0850 </Node>
0851 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4899338595569134e-02" rms="4.2886364459991455e-01" purity="7.4467432498931885e-01" nType="-99"/>
0852 </Node>
0853 </BinaryTree>
0854 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="67">
0855 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.6003935337066650e-01" cType="1" res="2.0113773643970490e-03" rms="4.2374059557914734e-01" purity="5.0484102964401245e-01" nType="0">
0856 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.9113781452178955e-01" cType="1" res="-7.3140296153724194e-03" rms="4.2271089553833008e-01" purity="4.6142944693565369e-01" nType="0">
0857 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3740780092775822e-03" rms="4.2171624302864075e-01" purity="4.4067001342773438e-01" nType="-99"/>
0858 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0675351619720459e-02" rms="4.1305053234100342e-01" purity="7.7406501770019531e-01" nType="-99"/>
0859 </Node>
0860 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.0915069580078125e-01" cType="1" res="5.0580464303493500e-02" rms="4.2577424645423889e-01" purity="7.3093980550765991e-01" nType="0">
0861 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1080330014228821e-02" rms="4.6472826600074768e-01" purity="6.5266394615173340e-01" nType="-99"/>
0862 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.8388907238841057e-03" rms="4.0243458747863770e-01" purity="7.7014547586441040e-01" nType="-99"/>
0863 </Node>
0864 </Node>
0865 </BinaryTree>
0866 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="68">
0867 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.5598096847534180e+00" cType="1" res="1.4619608409702778e-02" rms="4.2928269505500793e-01" purity="5.1108074188232422e-01" nType="0">
0868 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="8.9781183004379272e-01" cType="1" res="1.8378965556621552e-02" rms="4.2808997631072998e-01" purity="5.1137846708297729e-01" nType="0">
0869 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9755458235740662e-03" rms="4.2933616042137146e-01" purity="4.8124995827674866e-01" nType="-99"/>
0870 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9245043396949768e-02" rms="4.1264954209327698e-01" purity="7.6771026849746704e-01" nType="-99"/>
0871 </Node>
0872 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3975199088454247e-02" rms="4.4911482930183411e-01" purity="5.0234782695770264e-01" nType="-99"/>
0873 </Node>
0874 </BinaryTree>
0875 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="69">
0876 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4000000000000000e+01" cType="1" res="-4.5218006707727909e-03" rms="4.2665988206863403e-01" purity="5.0014406442642212e-01" nType="0">
0877 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.6857143402099609e+01" cType="1" res="-2.3079898674041033e-03" rms="4.2702955007553101e-01" purity="5.0339293479919434e-01" nType="0">
0878 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9423698540776968e-03" rms="4.2631396651268005e-01" purity="4.9848207831382751e-01" nType="-99"/>
0879 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8566544875502586e-02" rms="4.2698317766189575e-01" purity="6.1138993501663208e-01" nType="-99"/>
0880 </Node>
0881 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1949984133243561e-02" rms="4.0486827492713928e-01" purity="3.8207194209098816e-01" nType="-99"/>
0882 </Node>
0883 </BinaryTree>
0884 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="70">
0885 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.2981259226799011e-01" cType="1" res="-8.9279953390359879e-03" rms="4.2753359675407410e-01" purity="4.8834267258644104e-01" nType="0">
0886 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.0000000000000000e+01" cType="1" res="1.1786372400820255e-02" rms="4.0903115272521973e-01" purity="4.1817688941955566e-01" nType="0">
0887 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.4209192059934139e-03" rms="3.8563296198844910e-01" purity="3.7581738829612732e-01" nType="-99"/>
0888 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6997104510664940e-02" rms="4.3707367777824402e-01" purity="4.8253607749938965e-01" nType="-99"/>
0889 </Node>
0890 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.7429390549659729e-01" cType="1" res="-3.7995193153619766e-02" rms="4.5061957836151123e-01" purity="5.8680194616317749e-01" nType="0">
0891 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3722652345895767e-02" rms="4.4387277960777283e-01" purity="4.3252623081207275e-01" nType="-99"/>
0892 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9654962234199047e-03" rms="4.5068761706352234e-01" purity="6.5975230932235718e-01" nType="-99"/>
0893 </Node>
0894 </Node>
0895 </BinaryTree>
0896 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="71">
0897 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="-2.6601075660437346e-03" rms="4.2576602101325989e-01" purity="4.9805405735969543e-01" nType="0">
0898 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.1205669641494751e-01" cType="1" res="-1.4756770804524422e-02" rms="4.1569057106971741e-01" purity="4.8675245046615601e-01" nType="0">
0899 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4671830460429192e-02" rms="3.7252843379974365e-01" purity="2.1653135120868683e-01" nType="-99"/>
0900 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2595894988626242e-03" rms="4.4101160764694214e-01" purity="6.7034524679183960e-01" nType="-99"/>
0901 </Node>
0902 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.3000000000000000e+01" cType="1" res="2.7802161872386932e-02" rms="4.4869816303253174e-01" purity="5.2651417255401611e-01" nType="0">
0903 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4995289966464043e-02" rms="4.5335641503334045e-01" purity="5.6183236837387085e-01" nType="-99"/>
0904 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.9017570242285728e-03" rms="4.3371373414993286e-01" purity="4.5927473902702332e-01" nType="-99"/>
0905 </Node>
0906 </Node>
0907 </BinaryTree>
0908 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="72">
0909 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="6.6977608203887939e-01" cType="1" res="2.9786992818117142e-03" rms="4.2570275068283081e-01" purity="4.9524211883544922e-01" nType="0">
0910 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.0260491371154785e-01" cType="1" res="-2.5234476197510958e-03" rms="4.2721483111381531e-01" purity="4.7302722930908203e-01" nType="0">
0911 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.8874205462634563e-03" rms="4.2685529589653015e-01" purity="3.8231468200683594e-01" nType="-99"/>
0912 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.7347831316292286e-03" rms="4.2634946107864380e-01" purity="5.3493565320968628e-01" nType="-99"/>
0913 </Node>
0914 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7740920186042786e-02" rms="4.0036055445671082e-01" purity="7.6975876092910767e-01" nType="-99"/>
0915 </Node>
0916 </BinaryTree>
0917 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="73">
0918 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="6.9402102380990982e-03" rms="4.2135143280029297e-01" purity="5.0778621435165405e-01" nType="0">
0919 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4155209958553314e-01" cType="1" res="1.1476711370050907e-02" rms="4.2130199074745178e-01" purity="5.1313084363937378e-01" nType="0">
0920 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9058841541409492e-03" rms="3.7699997425079346e-01" purity="2.1898047626018524e-01" nType="-99"/>
0921 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9425062499940395e-03" rms="4.4026413559913635e-01" purity="6.5342295169830322e-01" nType="-99"/>
0922 </Node>
0923 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6922425255179405e-02" rms="4.0666648745536804e-01" purity="3.7510460615158081e-01" nType="-99"/>
0924 </Node>
0925 </BinaryTree>
0926 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="74">
0927 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.3918601274490356e+00" cType="1" res="6.1415159143507481e-03" rms="4.2349615693092346e-01" purity="5.0162786245346069e-01" nType="0">
0928 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.0940970405936241e-02" cType="1" res="1.4886416029185057e-03" rms="4.2582094669342041e-01" purity="4.8301708698272705e-01" nType="0">
0929 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3792427964508533e-03" rms="4.2273604869842529e-01" purity="4.4822666049003601e-01" nType="-99"/>
0930 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0175202041864395e-02" rms="4.3497803807258606e-01" purity="6.1439251899719238e-01" nType="-99"/>
0931 </Node>
0932 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2353790700435638e-02" rms="3.7859991192817688e-01" purity="7.8918540477752686e-01" nType="-99"/>
0933 </Node>
0934 </BinaryTree>
0935 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="75">
0936 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="-7.5078192166984081e-03" rms="4.2470136284828186e-01" purity="4.8586195707321167e-01" nType="0">
0937 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="7.6190476417541504e+00" cType="1" res="1.8064980395138264e-04" rms="4.2689266800880432e-01" purity="4.9609676003456116e-01" nType="0">
0938 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0323976166546345e-02" rms="3.7884005904197693e-01" purity="3.9586994051933289e-01" nType="-99"/>
0939 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8468534108251333e-03" rms="4.3500497937202454e-01" purity="5.1498717069625854e-01" nType="-99"/>
0940 </Node>
0941 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.6581193804740906e-01" cType="1" res="-8.4610827267169952e-02" rms="3.9385223388671875e-01" purity="3.8322290778160095e-01" nType="0">
0942 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4015338867902756e-02" rms="3.7016761302947998e-01" purity="2.2775119543075562e-01" nType="-99"/>
0943 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.3488716259598732e-03" rms="4.1565763950347900e-01" purity="5.9006768465042114e-01" nType="-99"/>
0944 </Node>
0945 </Node>
0946 </BinaryTree>
0947 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="76">
0948 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.6005169153213501e-01" cType="1" res="5.9774559922516346e-03" rms="4.2462971806526184e-01" purity="5.0272256135940552e-01" nType="0">
0949 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="7.9851490259170532e-01" cType="1" res="-8.0414913827553391e-04" rms="4.2423272132873535e-01" purity="4.5850476622581482e-01" nType="0">
0950 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2209290657192469e-03" rms="4.3000951409339905e-01" purity="3.8449797034263611e-01" nType="-99"/>
0951 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0889230296015739e-02" rms="4.0048924088478088e-01" purity="7.2021156549453735e-01" nType="-99"/>
0952 </Node>
0953 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.2344186305999756e-01" cType="1" res="4.1214931756258011e-02" rms="4.2494812607765198e-01" purity="7.3247951269149780e-01" nType="0">
0954 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1288980022072792e-02" rms="4.4022303819656372e-01" purity="6.4807742834091187e-01" nType="-99"/>
0955 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6093274578452110e-02" rms="4.1776078939437866e-01" purity="7.5507879257202148e-01" nType="-99"/>
0956 </Node>
0957 </Node>
0958 </BinaryTree>
0959 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="77">
0960 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6115490794181824e-01" cType="1" res="1.3201952911913395e-02" rms="4.2893615365028381e-01" purity="5.0717085599899292e-01" nType="0">
0961 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="7.5659435987472534e-01" cType="1" res="2.2693686187267303e-02" rms="4.2399919033050537e-01" purity="4.8716497421264648e-01" nType="0">
0962 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.2937319055199623e-03" rms="4.2232966423034668e-01" purity="4.8026633262634277e-01" nType="-99"/>
0963 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0991727709770203e-02" rms="4.4685941934585571e-01" purity="6.3803118467330933e-01" nType="-99"/>
0964 </Node>
0965 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="8.7239229679107666e-01" cType="1" res="-2.9111705720424652e-02" rms="4.4784602522850037e-01" purity="5.9635597467422485e-01" nType="0">
0966 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3241212591528893e-02" rms="4.5487764477729797e-01" purity="4.4810947775840759e-01" nType="-99"/>
0967 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1064946241676807e-03" rms="4.3359750509262085e-01" purity="7.2035616636276245e-01" nType="-99"/>
0968 </Node>
0969 </Node>
0970 </BinaryTree>
0971 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="78">
0972 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="1.6212522983551025e-02" rms="4.2889514565467834e-01" purity="5.1756024360656738e-01" nType="0">
0973 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.9246402662247419e-03" cType="1" res="6.5544992685317993e-02" rms="4.3031671643257141e-01" purity="5.8599478006362915e-01" nType="0">
0974 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0247029140591621e-02" rms="4.3240317702293396e-01" purity="5.9859400987625122e-01" nType="-99"/>
0975 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.9382001897320151e-04" rms="4.1298750042915344e-01" purity="5.1562583446502686e-01" nType="-99"/>
0976 </Node>
0977 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.1859423965215683e-02" cType="1" res="1.3271999778226018e-03" rms="4.2734834551811218e-01" purity="4.9691122770309448e-01" nType="0">
0978 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9595121741294861e-03" rms="4.2250564694404602e-01" purity="4.5432844758033752e-01" nType="-99"/>
0979 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.7806388512253761e-03" rms="4.3939769268035889e-01" purity="6.2455058097839355e-01" nType="-99"/>
0980 </Node>
0981 </Node>
0982 </BinaryTree>
0983 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="79">
0984 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="1.2239061295986176e-02" rms="4.2876243591308594e-01" purity="5.0977194309234619e-01" nType="0">
0985 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.6746945679187775e-01" cType="1" res="-2.5013659149408340e-02" rms="3.9876413345336914e-01" purity="4.0973630547523499e-01" nType="0">
0986 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0281895995140076e-02" rms="3.5621836781501770e-01" purity="2.6100164651870728e-01" nType="-99"/>
0987 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.4560263678431511e-03" rms="4.5307433605194092e-01" purity="6.5568119287490845e-01" nType="-99"/>
0988 </Node>
0989 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.8094557821750641e-02" cType="1" res="2.0875507965683937e-02" rms="4.3496671319007874e-01" purity="5.3296357393264771e-01" nType="0">
0990 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.0225694216787815e-03" rms="4.3173709511756897e-01" purity="5.3123623132705688e-01" nType="-99"/>
0991 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.3838636055588722e-03" rms="4.5840260386466980e-01" purity="5.4797208309173584e-01" nType="-99"/>
0992 </Node>
0993 </Node>
0994 </BinaryTree>
0995 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="80">
0996 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="-6.3057700172066689e-03" rms="4.2971882224082947e-01" purity="4.8744720220565796e-01" nType="0">
0997 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.7347545623779297e-01" cType="1" res="1.4650238677859306e-02" rms="4.1676914691925049e-01" purity="4.8190760612487793e-01" nType="0">
0998 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.7741072960197926e-03" rms="3.8907113671302795e-01" purity="3.2813936471939087e-01" nType="-99"/>
0999 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5059984289109707e-02" rms="4.4740051031112671e-01" purity="6.9018733501434326e-01" nType="-99"/>
1000 </Node>
1001 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.2233319282531738e-01" cType="1" res="-1.9607035443186760e-02" rms="4.3721881508827209e-01" purity="4.9096333980560303e-01" nType="0">
1002 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5227630976587534e-03" rms="4.2137634754180908e-01" purity="4.3005305528640747e-01" nType="-99"/>
1003 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4378488995134830e-02" rms="4.5473268628120422e-01" purity="5.7272768020629883e-01" nType="-99"/>
1004 </Node>
1005 </Node>
1006 </BinaryTree>
1007 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="81">
1008 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.8960160017013550e-01" cType="1" res="-4.6007442288100719e-03" rms="4.2658698558807373e-01" purity="4.9233177304267883e-01" nType="0">
1009 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.5948956608772278e-01" cType="1" res="1.9573094323277473e-03" rms="4.2505550384521484e-01" purity="4.8006552457809448e-01" nType="0">
1010 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9683209247887135e-03" rms="4.2302006483078003e-01" purity="4.3897157907485962e-01" nType="-99"/>
1011 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4462220482528210e-02" rms="4.3297320604324341e-01" purity="7.3189467191696167e-01" nType="-99"/>
1012 </Node>
1013 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9409039020538330e+00" cType="1" res="-5.4603349417448044e-02" rms="4.3484818935394287e-01" purity="5.8585739135742188e-01" nType="0">
1014 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7245556712150574e-02" rms="4.4433960318565369e-01" purity="4.7341999411582947e-01" nType="-99"/>
1015 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1160628870129585e-02" rms="4.0202715992927551e-01" purity="6.9999921321868896e-01" nType="-99"/>
1016 </Node>
1017 </Node>
1018 </BinaryTree>
1019 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="82">
1020 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="9.0267034247517586e-03" rms="4.3136867880821228e-01" purity="5.0558012723922729e-01" nType="0">
1021 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2306712344288826e-02" rms="3.4225448966026306e-01" purity="2.7943876385688782e-01" nType="-99"/>
1022 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.0343171954154968e-01" cType="1" res="1.2613173574209213e-02" rms="4.3451747298240662e-01" purity="5.1552522182464600e-01" nType="0">
1023 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.6876739040017128e-03" rms="4.3161714076995850e-01" purity="4.0645945072174072e-01" nType="-99"/>
1024 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7025550631806254e-04" rms="4.3592756986618042e-01" purity="5.8136141300201416e-01" nType="-99"/>
1025 </Node>
1026 </Node>
1027 </BinaryTree>
1028 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="83">
1029 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="9.7861867398023605e-03" rms="4.3378520011901855e-01" purity="5.0543975830078125e-01" nType="0">
1030 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.7612152993679047e-03" cType="1" res="-3.5634286701679230e-02" rms="3.9890146255493164e-01" purity="3.8390386104583740e-01" nType="0">
1031 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1985611207783222e-03" rms="3.9132463932037354e-01" purity="4.3047979474067688e-01" nType="-99"/>
1032 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0073793828487396e-02" rms="3.9984279870986938e-01" purity="3.5278126597404480e-01" nType="-99"/>
1033 </Node>
1034 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.2619047164916992e+01" cType="1" res="1.9715717062354088e-02" rms="4.4042041897773743e-01" purity="5.3200912475585938e-01" nType="0">
1035 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7769709229469299e-02" rms="4.4700941443443298e-01" purity="5.7760274410247803e-01" nType="-99"/>
1036 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.4933208310976624e-04" rms="4.3703469634056091e-01" purity="5.1681393384933472e-01" nType="-99"/>
1037 </Node>
1038 </Node>
1039 </BinaryTree>
1040 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="84">
1041 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.0269604921340942e+00" cType="1" res="-1.6908987890928984e-03" rms="4.2784333229064941e-01" purity="4.9621924757957458e-01" nType="0">
1042 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="7.8106522560119629e-02" cType="1" res="-1.1035044677555561e-02" rms="4.3205773830413818e-01" purity="4.5150765776634216e-01" nType="0">
1043 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9103531986474991e-02" rms="2.4091947078704834e-01" purity="7.5841940939426422e-02" nType="-99"/>
1044 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1966247111558914e-03" rms="4.3810766935348511e-01" purity="4.6944987773895264e-01" nType="-99"/>
1045 </Node>
1046 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.3378777503967285e-01" cType="1" res="5.5952627211809158e-02" rms="3.9602077007293701e-01" purity="7.7204287052154541e-01" nType="0">
1047 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8983954340219498e-02" rms="4.5905181765556335e-01" purity="6.2266033887863159e-01" nType="-99"/>
1048 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.3062583580613136e-03" rms="3.6468067765235901e-01" purity="8.2842516899108887e-01" nType="-99"/>
1049 </Node>
1050 </Node>
1051 </BinaryTree>
1052 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="85">
1053 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810507263988256e-03" cType="1" res="-7.9717030748724937e-03" rms="4.2707157135009766e-01" purity="4.8095798492431641e-01" nType="0">
1054 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.4021769533865154e-04" cType="1" res="2.7752300724387169e-02" rms="4.3784099817276001e-01" purity="5.1849037408828735e-01" nType="0">
1055 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5810515284538269e-02" rms="4.7461080551147461e-01" purity="6.0155016183853149e-01" nType="-99"/>
1056 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3230314943939447e-03" rms="4.2645055055618286e-01" purity="5.0176703929901123e-01" nType="-99"/>
1057 </Node>
1058 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.4507252871990204e-01" cType="1" res="-1.7896076664328575e-02" rms="4.2349669337272644e-01" purity="4.7053125500679016e-01" nType="0">
1059 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5242205932736397e-02" rms="3.5405638813972473e-01" purity="1.7309390008449554e-01" nType="-99"/>
1060 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.9411757653579116e-04" rms="4.5228421688079834e-01" purity="6.1283898353576660e-01" nType="-99"/>
1061 </Node>
1062 </Node>
1063 </BinaryTree>
1064 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="86">
1065 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8095172494649887e-02" cType="1" res="9.2480826424434781e-04" rms="4.3308934569358826e-01" purity="4.9701663851737976e-01" nType="0">
1066 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.3108851909637451e-01" cType="1" res="8.6782984435558319e-03" rms="4.3047049641609192e-01" purity="4.9774014949798584e-01" nType="0">
1067 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.0051297768950462e-03" rms="4.1852274537086487e-01" purity="4.1176435351371765e-01" nType="-99"/>
1068 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1681156940758228e-03" rms="4.4558569788932800e-01" purity="6.1450320482254028e-01" nType="-99"/>
1069 </Node>
1070 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.2072042822837830e-02" cType="1" res="-7.0023208856582642e-02" rms="4.5019629597663879e-01" purity="4.9039599299430847e-01" nType="0">
1071 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6738783121109009e-02" rms="4.1823723912239075e-01" purity="4.1494449973106384e-01" nType="-99"/>
1072 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.3743661418557167e-03" rms="4.6015456318855286e-01" purity="5.2433127164840698e-01" nType="-99"/>
1073 </Node>
1074 </Node>
1075 </BinaryTree>
1076 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="87">
1077 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1907607316970825e-02" cType="1" res="9.4586722552776337e-03" rms="4.2693313956260681e-01" purity="5.1035779714584351e-01" nType="0">
1078 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="5.6663360446691513e-03" cType="1" res="-5.7314881123602390e-03" rms="4.2223459482192993e-01" purity="4.4900700449943542e-01" nType="0">
1079 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8952920800074935e-03" rms="4.2501968145370483e-01" purity="4.8457396030426025e-01" nType="-99"/>
1080 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0271802544593811e-02" rms="4.1341799497604370e-01" purity="3.5960626602172852e-01" nType="-99"/>
1081 </Node>
1082 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="2.6756061241030693e-02" rms="4.3157067894935608e-01" purity="5.8021926879882812e-01" nType="0">
1083 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5578486323356628e-03" rms="4.2993447184562683e-01" purity="5.9210592508316040e-01" nType="-99"/>
1084 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2098900973796844e-02" rms="4.4208815693855286e-01" purity="4.4986888766288757e-01" nType="-99"/>
1085 </Node>
1086 </Node>
1087 </BinaryTree>
1088 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="88">
1089 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3813962470740080e-03" cType="1" res="6.0462900437414646e-03" rms="4.3516990542411804e-01" purity="4.9657264351844788e-01" nType="0">
1090 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.7333333969116211e+01" cType="1" res="-3.7910424172878265e-02" rms="4.3042090535163879e-01" purity="4.6308693289756775e-01" nType="0">
1091 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6661578789353371e-02" rms="4.2599698901176453e-01" purity="4.3477565050125122e-01" nType="-99"/>
1092 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4518903568387032e-02" rms="4.3344441056251526e-01" purity="5.6843703985214233e-01" nType="-99"/>
1093 </Node>
1094 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.1477134525775909e-01" cType="1" res="1.6426157206296921e-02" rms="4.3563690781593323e-01" purity="5.0447994470596313e-01" nType="0">
1095 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5461277216672897e-02" rms="4.2482215166091919e-01" purity="3.8149473071098328e-01" nType="-99"/>
1096 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3266061432659626e-03" rms="4.3801122903823853e-01" purity="5.3950643539428711e-01" nType="-99"/>
1097 </Node>
1098 </Node>
1099 </BinaryTree>
1100 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="89">
1101 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.3999596834182739e+00" cType="1" res="3.3970556687563658e-03" rms="4.2750185728073120e-01" purity="4.9807682633399963e-01" nType="0">
1102 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.5018815994262695e-01" cType="1" res="-2.4382732808589935e-03" rms="4.3027344346046448e-01" purity="4.7246283292770386e-01" nType="0">
1103 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7053260235115886e-03" rms="4.2662757635116577e-01" purity="4.6084123849868774e-01" nType="-99"/>
1104 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2690160423517227e-02" rms="4.4723758101463318e-01" purity="5.3886151313781738e-01" nType="-99"/>
1105 </Node>
1106 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9156502559781075e-02" rms="3.8752546906471252e-01" purity="7.9541736841201782e-01" nType="-99"/>
1107 </Node>
1108 </BinaryTree>
1109 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="90">
1110 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="4.5835736393928528e-01" cType="1" res="-2.8923752252012491e-03" rms="4.1785719990730286e-01" purity="5.0516176223754883e-01" nType="0">
1111 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.9714375138282776e-01" cType="1" res="-1.8460223451256752e-02" rms="4.2733168601989746e-01" purity="3.6914485692977905e-01" nType="0">
1112 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.9612218067049980e-03" rms="4.2438629269599915e-01" purity="3.5223472118377686e-01" nType="-99"/>
1113 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0506291873753071e-02" rms="4.4454094767570496e-01" purity="4.9998712539672852e-01" nType="-99"/>
1114 </Node>
1115 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.0011107623577118e-01" cType="1" res="1.4552794396877289e-02" rms="4.0626999735832214e-01" purity="6.5758091211318970e-01" nType="0">
1116 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.1334436759352684e-03" rms="4.4811519980430603e-01" purity="3.6924594640731812e-01" nType="-99"/>
1117 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0257151909172535e-02" rms="3.8199362158775330e-01" purity="8.0198723077774048e-01" nType="-99"/>
1118 </Node>
1119 </Node>
1120 </BinaryTree>
1121 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="91">
1122 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.6077330112457275e+00" cType="1" res="3.4072415437549353e-03" rms="4.2870944738388062e-01" purity="5.0225293636322021e-01" nType="0">
1123 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="8.5337068885564804e-03" rms="4.2864674329757690e-01" purity="5.0257170200347900e-01" nType="0">
1124 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1200938392430544e-03" rms="4.2856624722480774e-01" purity="5.0795298814773560e-01" nType="-99"/>
1125 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1169345825910568e-02" rms="4.2089375853538513e-01" purity="3.5181048512458801e-01" nType="-99"/>
1126 </Node>
1127 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0169190615415573e-02" rms="4.0301653742790222e-01" purity="4.9299469590187073e-01" nType="-99"/>
1128 </Node>
1129 </BinaryTree>
1130 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="92">
1131 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.8372658491134644e+00" cType="1" res="6.7516854032874107e-03" rms="4.2545136809349060e-01" purity="5.0773298740386963e-01" nType="0">
1132 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.1196744441986084e-01" cType="1" res="1.0574655607342720e-02" rms="4.2402070760726929e-01" purity="5.0911337137222290e-01" nType="0">
1133 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3681574859656394e-04" rms="4.2142361402511597e-01" purity="4.7881537675857544e-01" nType="-99"/>
1134 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7058890312910080e-02" rms="4.3537947535514832e-01" purity="6.9734728336334229e-01" nType="-99"/>
1135 </Node>
1136 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3694759011268616e-02" rms="4.5327547192573547e-01" purity="4.5626926422119141e-01" nType="-99"/>
1137 </Node>
1138 </BinaryTree>
1139 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="93">
1140 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="-5.6490516290068626e-03" rms="4.2376643419265747e-01" purity="4.9144813418388367e-01" nType="0">
1141 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.8666666030883789e+01" cType="1" res="-1.8787117674946785e-02" rms="4.2214381694793701e-01" purity="4.7814261913299561e-01" nType="0">
1142 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3669321779161692e-03" rms="4.1583514213562012e-01" purity="4.8688575625419617e-01" nType="-99"/>
1143 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5328249894082546e-02" rms="4.3771654367446899e-01" purity="4.5242431759834290e-01" nType="-99"/>
1144 </Node>
1145 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.2333332061767578e+01" cType="1" res="5.7977356016635895e-02" rms="4.2584168910980225e-01" purity="5.5588549375534058e-01" nType="0">
1146 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8702391535043716e-02" rms="4.2799308896064758e-01" purity="5.7632553577423096e-01" nType="-99"/>
1147 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6186662726104259e-03" rms="4.0887734293937683e-01" purity="4.6069258451461792e-01" nType="-99"/>
1148 </Node>
1149 </Node>
1150 </BinaryTree>
1151 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="94">
1152 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7926548123359680e-01" cType="1" res="3.3809202723205090e-03" rms="4.3112924695014954e-01" purity="4.9777469038963318e-01" nType="0">
1153 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.1913021653890610e-01" cType="1" res="-8.0705964937806129e-03" rms="4.2199736833572388e-01" purity="4.0040564537048340e-01" nType="0">
1154 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.6365894377231598e-03" rms="4.1321057081222534e-01" purity="3.6035373806953430e-01" nType="-99"/>
1155 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7036456614732742e-02" rms="4.3729105591773987e-01" purity="5.0092011690139771e-01" nType="-99"/>
1156 </Node>
1157 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3623272776603699e-01" cType="1" res="2.2997548803687096e-02" rms="4.4565507769584656e-01" purity="6.6456937789916992e-01" nType="0">
1158 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2827757298946381e-02" rms="4.6931612491607666e-01" purity="5.1924180984497070e-01" nType="-99"/>
1159 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3365968372672796e-03" rms="4.4077047705650330e-01" purity="6.8206411600112915e-01" nType="-99"/>
1160 </Node>
1161 </Node>
1162 </BinaryTree>
1163 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="95">
1164 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1902572587132454e-02" cType="1" res="4.5400215312838554e-03" rms="4.2417347431182861e-01" purity="5.0834119319915771e-01" nType="0">
1165 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="5.6687771575525403e-04" cType="1" res="-9.4847548753023148e-03" rms="4.1760569810867310e-01" purity="4.5357072353363037e-01" nType="0">
1166 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6687067225575447e-02" rms="4.2923831939697266e-01" purity="5.9762960672378540e-01" nType="-99"/>
1167 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0385063514113426e-03" rms="4.1516485810279846e-01" purity="4.3475347757339478e-01" nType="-99"/>
1168 </Node>
1169 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.3720131479203701e-02" cType="1" res="2.1953260526061058e-02" rms="4.3155539035797119e-01" purity="5.7634449005126953e-01" nType="0">
1170 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4072928130626678e-02" rms="4.5693305134773254e-01" purity="6.0216617584228516e-01" nType="-99"/>
1171 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8330946806818247e-03" rms="4.2739063501358032e-01" purity="5.7379698753356934e-01" nType="-99"/>
1172 </Node>
1173 </Node>
1174 </BinaryTree>
1175 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="96">
1176 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3099896311759949e-01" cType="1" res="1.0585698299109936e-02" rms="4.3020772933959961e-01" purity="5.0762528181076050e-01" nType="0">
1177 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="2.7119083330035210e-02" rms="4.1864675283432007e-01" purity="4.2891371250152588e-01" nType="0">
1178 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2281680256128311e-02" rms="3.2323288917541504e-01" purity="2.1865946054458618e-01" nType="-99"/>
1179 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1130306869745255e-02" rms="4.2951270937919617e-01" purity="4.6071952581405640e-01" nType="-99"/>
1180 </Node>
1181 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.2428571701049805e+01" cType="1" res="-1.1990635655820370e-02" rms="4.4451791048049927e-01" purity="6.1510580778121948e-01" nType="0">
1182 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.8605847880244255e-03" rms="4.3758237361907959e-01" purity="6.3736575841903687e-01" nType="-99"/>
1183 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.9767584577202797e-03" rms="4.4744196534156799e-01" purity="6.0039514303207397e-01" nType="-99"/>
1184 </Node>
1185 </Node>
1186 </BinaryTree>
1187 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="97">
1188 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="8.2770228385925293e-01" cType="1" res="5.1853717304766178e-03" rms="4.2324167490005493e-01" purity="5.0522106885910034e-01" nType="0">
1189 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.0653232038021088e-01" cType="1" res="-2.7347716968506575e-03" rms="4.3227234482765198e-01" purity="4.3502900004386902e-01" nType="0">
1190 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1564552336931229e-02" rms="3.4920623898506165e-01" purity="1.2705785036087036e-01" nType="-99"/>
1191 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1858229991048574e-03" rms="4.3765228986740112e-01" purity="4.6062776446342468e-01" nType="-99"/>
1192 </Node>
1193 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.3142857551574707e+01" cType="1" res="3.3350117504596710e-02" rms="3.8812795281410217e-01" purity="7.5483053922653198e-01" nType="0">
1194 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2903408855199814e-02" rms="3.6041229963302612e-01" purity="7.9897820949554443e-01" nType="-99"/>
1195 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.2200601203367114e-05" rms="4.0462851524353027e-01" purity="7.2143852710723877e-01" nType="-99"/>
1196 </Node>
1197 </Node>
1198 </BinaryTree>
1199 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="98">
1200 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0290761590003967e-01" cType="1" res="8.3802929148077965e-03" rms="4.3019399046897888e-01" purity="5.0731992721557617e-01" nType="0">
1201 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.6591179221868515e-02" cType="1" res="3.7186808884143829e-02" rms="4.3043333292007446e-01" purity="4.0991172194480896e-01" nType="0">
1202 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0215115994215012e-02" rms="2.3424223065376282e-01" purity="8.1121832132339478e-02" nType="-99"/>
1203 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2408496811985970e-02" rms="4.4035464525222778e-01" purity="4.3609720468521118e-01" nType="-99"/>
1204 </Node>
1205 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="-1.0195138864219189e-02" rms="4.2901507019996643e-01" purity="5.7013207674026489e-01" nType="0">
1206 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7439614981412888e-02" rms="4.0377092361450195e-01" purity="4.5425909757614136e-01" nType="-99"/>
1207 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3328889326658100e-04" rms="4.3305441737174988e-01" purity="5.9313648939132690e-01" nType="-99"/>
1208 </Node>
1209 </Node>
1210 </BinaryTree>
1211 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="99">
1212 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.0637990832328796e-01" cType="1" res="1.2950568925589323e-03" rms="4.2462390661239624e-01" purity="5.0213396549224854e-01" nType="0">
1213 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="-7.1281110867857933e-03" rms="4.2556491494178772e-01" purity="4.6610644459724426e-01" nType="0">
1214 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.3767779394984245e-03" rms="4.1050964593887329e-01" purity="4.3305933475494385e-01" nType="-99"/>
1215 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3687984105199575e-03" rms="4.3964958190917969e-01" purity="5.0021505355834961e-01" nType="-99"/>
1216 </Node>
1217 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.3039426803588867e-01" cType="1" res="5.8225460350513458e-02" rms="4.1373607516288757e-01" purity="7.4563652276992798e-01" nType="0">
1218 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2545287162065506e-02" rms="3.8185057044029236e-01" purity="8.0795460939407349e-01" nType="-99"/>
1219 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.1437668045982718e-04" rms="4.2798414826393127e-01" purity="6.9584530591964722e-01" nType="-99"/>
1220 </Node>
1221 </Node>
1222 </BinaryTree>
1223 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="100">
1224 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.7304139137268066e+00" cType="1" res="2.7392276097089052e-03" rms="4.2789837718009949e-01" purity="4.9754476547241211e-01" nType="0">
1225 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="8.2369786500930786e-01" cType="1" res="-1.7368893604725599e-03" rms="4.2859995365142822e-01" purity="4.8180916905403137e-01" nType="0">
1226 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3900498161092401e-03" rms="4.2732241749763489e-01" purity="4.6891850233078003e-01" nType="-99"/>
1227 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0628577098250389e-02" rms="4.3507573008537292e-01" purity="6.2424123287200928e-01" nType="-99"/>
1228 </Node>
1229 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2000556811690331e-02" rms="4.0602487325668335e-01" purity="7.8745496273040771e-01" nType="-99"/>
1230 </Node>
1231 </BinaryTree>
1232 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="101">
1233 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7633969224989414e-03" cType="1" res="-9.5654679462313652e-03" rms="4.2585545778274536e-01" purity="4.8782888054847717e-01" nType="0">
1234 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.3142856597900391e+01" cType="1" res="1.7745135352015495e-02" rms="4.2837420105934143e-01" purity="4.9357461929321289e-01" nType="0">
1235 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.7661452814936638e-04" rms="4.2032518982887268e-01" purity="4.6480867266654968e-01" nType="-99"/>
1236 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8403621390461922e-02" rms="4.4403710961341858e-01" purity="5.6751632690429688e-01" nType="-99"/>
1237 </Node>
1238 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.5196986198425293e+00" cType="1" res="-2.5382513180375099e-02" rms="4.2358544468879700e-01" purity="4.8450121283531189e-01" nType="0">
1239 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5825980380177498e-03" rms="4.2080396413803101e-01" purity="4.7809407114982605e-01" nType="-99"/>
1240 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8652358800172806e-02" rms="4.6635285019874573e-01" purity="6.0771679878234863e-01" nType="-99"/>
1241 </Node>
1242 </Node>
1243 </BinaryTree>
1244 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="102">
1245 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.8047620058059692e-01" cType="1" res="-3.6093851085752249e-03" rms="4.2810845375061035e-01" purity="4.9543663859367371e-01" nType="0">
1246 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.1845024228096008e-01" cType="1" res="-1.5311735682189465e-02" rms="4.2065668106079102e-01" purity="3.9092770218849182e-01" nType="0">
1247 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8380252877250314e-03" rms="4.1700547933578491e-01" purity="3.8988626003265381e-01" nType="-99"/>
1248 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4868586808443069e-02" rms="4.5359259843826294e-01" purity="4.0742674469947815e-01" nType="-99"/>
1249 </Node>
1250 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.6571428298950195e+01" cType="1" res="1.5411925502121449e-02" rms="4.3928688764572144e-01" purity="6.6530811786651611e-01" nType="0">
1251 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.8436646213522181e-05" rms="4.4487738609313965e-01" purity="6.4943248033523560e-01" nType="-99"/>
1252 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1326288580894470e-02" rms="4.0612667798995972e-01" purity="7.3694342374801636e-01" nType="-99"/>
1253 </Node>
1254 </Node>
1255 </BinaryTree>
1256 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="103">
1257 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.0947158113121986e-02" cType="1" res="-2.6265740394592285e-02" rms="4.2084652185440063e-01" purity="4.7197118401527405e-01" nType="0">
1258 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="4.5835736393928528e-01" cType="1" res="-3.4836046397686005e-02" rms="4.1486909985542297e-01" purity="4.4194883108139038e-01" nType="0">
1259 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5099190175533295e-02" rms="3.9940845966339111e-01" purity="3.0654075741767883e-01" nType="-99"/>
1260 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4910212960094213e-03" rms="4.3087729811668396e-01" purity="6.0050368309020996e-01" nType="-99"/>
1261 </Node>
1262 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.9969965815544128e-01" cType="1" res="6.6791027784347534e-03" rms="4.4152781367301941e-01" purity="5.8737921714782715e-01" nType="0">
1263 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3699689880013466e-02" rms="4.5627138018608093e-01" purity="5.3811246156692505e-01" nType="-99"/>
1264 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4367708005011082e-02" rms="4.1628032922744751e-01" purity="6.4460778236389160e-01" nType="-99"/>
1265 </Node>
1266 </Node>
1267 </BinaryTree>
1268 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="104">
1269 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3357838392257690e-01" cType="1" res="-6.2437923625111580e-03" rms="4.1556999087333679e-01" purity="4.9619048833847046e-01" nType="0">
1270 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.1135954409837723e-01" cType="1" res="-2.9016816988587379e-02" rms="3.9081329107284546e-01" purity="2.7646189928054810e-01" nType="0">
1271 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6912357658147812e-02" rms="3.1175240874290466e-01" purity="1.3214989006519318e-01" nType="-99"/>
1272 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8289840556681156e-03" rms="4.3936637043952942e-01" purity="3.9076370000839233e-01" nType="-99"/>
1273 </Node>
1274 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.3333335071802139e-02" cType="1" res="1.3783103786408901e-02" rms="4.3519803881645203e-01" purity="6.8942266702651978e-01" nType="0">
1275 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.4578494057059288e-03" rms="4.3162074685096741e-01" purity="6.9617563486099243e-01" nType="-99"/>
1276 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.4055375084280968e-03" rms="4.4642856717109680e-01" purity="6.6094744205474854e-01" nType="-99"/>
1277 </Node>
1278 </Node>
1279 </BinaryTree>
1280 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="105">
1281 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3340438306331635e-01" cType="1" res="3.0814246274530888e-03" rms="4.2892289161682129e-01" purity="4.9973917007446289e-01" nType="0">
1282 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="4.4532693922519684e-02" cType="1" res="2.0509624853730202e-02" rms="4.1953232884407043e-01" purity="3.1932029128074646e-01" nType="0">
1283 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6484077572822571e-02" rms="2.7232009172439575e-01" purity="7.8512877225875854e-02" nType="-99"/>
1284 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.4094956293702126e-03" rms="4.3219599127769470e-01" purity="3.4918883442878723e-01" nType="-99"/>
1285 </Node>
1286 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.8571428298950195e+01" cType="1" res="-1.3087181374430656e-02" rms="4.3683320283889771e-01" purity="6.6711860895156860e-01" nType="0">
1287 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3635009527206421e-03" rms="4.3104285001754761e-01" purity="6.8045067787170410e-01" nType="-99"/>
1288 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2255668640136719e-02" rms="4.4549959897994995e-01" purity="6.4183717966079712e-01" nType="-99"/>
1289 </Node>
1290 </Node>
1291 </BinaryTree>
1292 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="106">
1293 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.1913443803787231e-01" cType="1" res="6.7000389099121094e-03" rms="4.2872044444084167e-01" purity="4.9647694826126099e-01" nType="0">
1294 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.5099376738071442e-02" cType="1" res="1.3286741450428963e-02" rms="4.2742997407913208e-01" purity="4.9011161923408508e-01" nType="0">
1295 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.2108657807111740e-03" rms="4.1470438241958618e-01" purity="3.9005115628242493e-01" nType="-99"/>
1296 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6433158675208688e-04" rms="4.3873009085655212e-01" purity="5.8565908670425415e-01" nType="-99"/>
1297 </Node>
1298 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9028614759445190e+00" cType="1" res="-6.3099436461925507e-02" rms="4.3609330058097839e-01" purity="5.6393015384674072e-01" nType="0">
1299 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.5278098434209824e-02" rms="4.4314083456993103e-01" purity="4.0581282973289490e-01" nType="-99"/>
1300 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1164106912910938e-03" rms="4.1423842310905457e-01" purity="6.5978831052780151e-01" nType="-99"/>
1301 </Node>
1302 </Node>
1303 </BinaryTree>
1304 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="107">
1305 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="-9.8599120974540710e-03" rms="4.2736223340034485e-01" purity="4.7886675596237183e-01" nType="0">
1306 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.5230239629745483e-02" cType="1" res="2.1603966597467661e-03" rms="4.2785659432411194e-01" purity="4.8695671558380127e-01" nType="0">
1307 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.3321216516196728e-04" rms="4.2607763409614563e-01" purity="4.7717624902725220e-01" nType="-99"/>
1308 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4493429809808731e-02" rms="4.4784632325172424e-01" purity="6.5616542100906372e-01" nType="-99"/>
1309 </Node>
1310 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.9666666030883789e+01" cType="1" res="-4.4427573680877686e-02" rms="4.2404276132583618e-01" purity="4.5560184121131897e-01" nType="0">
1311 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5119537487626076e-02" rms="4.1978657245635986e-01" purity="4.0104687213897705e-01" nType="-99"/>
1312 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5174375271890312e-05" rms="4.2221471667289734e-01" purity="4.9995592236518860e-01" nType="-99"/>
1313 </Node>
1314 </Node>
1315 </BinaryTree>
1316 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="108">
1317 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="2.9252527747303247e-03" rms="4.3252986669540405e-01" purity="4.8945692181587219e-01" nType="0">
1318 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.2571430206298828e+01" cType="1" res="-2.0667782519012690e-03" rms="4.3178045749664307e-01" purity="4.8733684420585632e-01" nType="0">
1319 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1439296435564756e-04" rms="4.3228915333747864e-01" purity="4.8983243107795715e-01" nType="-99"/>
1320 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1798886358737946e-02" rms="4.1025239229202271e-01" purity="4.2430120706558228e-01" nType="-99"/>
1321 </Node>
1322 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.2217592000961304e-01" cType="1" res="6.9575019180774689e-02" rms="4.3698412179946899e-01" purity="5.1776242256164551e-01" nType="0">
1323 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2090518623590469e-02" rms="4.5310097932815552e-01" purity="4.6123370528221130e-01" nType="-99"/>
1324 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.3438760116696358e-03" rms="4.1716337203979492e-01" purity="5.6743752956390381e-01" nType="-99"/>
1325 </Node>
1326 </Node>
1327 </BinaryTree>
1328 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="109">
1329 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7891783714294434e-01" cType="1" res="-6.6447607241570950e-04" rms="4.2650035023689270e-01" purity="4.9837523698806763e-01" nType="0">
1330 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.7283236384391785e-01" cType="1" res="-1.3319046236574650e-02" rms="4.2046338319778442e-01" purity="3.9490708708763123e-01" nType="0">
1331 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.5916584357619286e-03" rms="4.1274994611740112e-01" purity="3.0054214596748352e-01" nType="-99"/>
1332 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0406946763396263e-02" rms="4.4018873572349548e-01" purity="7.0373451709747314e-01" nType="-99"/>
1333 </Node>
1334 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="6.7493838071823120e-01" cType="1" res="2.0486170426011086e-02" rms="4.3558403849601746e-01" purity="6.7131036520004272e-01" nType="0">
1335 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0784517042338848e-02" rms="4.3407216668128967e-01" purity="6.5698087215423584e-01" nType="-99"/>
1336 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1703863274306059e-03" rms="4.3589740991592407e-01" purity="6.8726509809494019e-01" nType="-99"/>
1337 </Node>
1338 </Node>
1339 </BinaryTree>
1340 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="110">
1341 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3357838392257690e-01" cType="1" res="1.5665898099541664e-02" rms="4.3245583772659302e-01" purity="5.0628077983856201e-01" nType="0">
1342 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.3357478380203247e-01" cType="1" res="3.8224160671234131e-02" rms="4.2501351237297058e-01" purity="3.4237492084503174e-01" nType="0">
1343 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3232306810095906e-03" rms="3.8403978943824768e-01" purity="2.1970823407173157e-01" nType="-99"/>
1344 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1522421389818192e-02" rms="4.6502020955085754e-01" purity="4.9210715293884277e-01" nType="-99"/>
1345 </Node>
1346 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="2.0350718498229980e-01" cType="1" res="-6.7150667309761047e-03" rms="4.3857002258300781e-01" purity="6.6889846324920654e-01" nType="0">
1347 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.1011030599474907e-03" rms="4.4244700670242310e-01" purity="6.4094918966293335e-01" nType="-99"/>
1348 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2372988536953926e-03" rms="4.3395262956619263e-01" purity="6.9160914421081543e-01" nType="-99"/>
1349 </Node>
1350 </Node>
1351 </BinaryTree>
1352 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="111">
1353 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.1477134525775909e-01" cType="1" res="1.0784414596855640e-02" rms="4.2662152647972107e-01" purity="5.0564062595367432e-01" nType="0">
1354 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.8838180601596832e-01" cType="1" res="-3.3248428255319595e-02" rms="3.8774168491363525e-01" purity="2.7783453464508057e-01" nType="0">
1355 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7256231978535652e-02" rms="3.6970797181129456e-01" purity="2.2806005179882050e-01" nType="-99"/>
1356 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0889849625527859e-02" rms="4.3013063073158264e-01" purity="4.3218436837196350e-01" nType="-99"/>
1357 </Node>
1358 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.3319674432277679e-02" cType="1" res="2.1118286997079849e-02" rms="4.3459728360176086e-01" purity="5.5910342931747437e-01" nType="0">
1359 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5960123687982559e-03" rms="4.3525624275207520e-01" purity="5.5436861515045166e-01" nType="-99"/>
1360 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1874709278345108e-02" rms="4.2476797103881836e-01" purity="5.8572757244110107e-01" nType="-99"/>
1361 </Node>
1362 </Node>
1363 </BinaryTree>
1364 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="112">
1365 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4231101572513580e-01" cType="1" res="1.6087925760075450e-03" rms="4.2396670579910278e-01" purity="4.9501663446426392e-01" nType="0">
1366 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.0649412870407104e-01" cType="1" res="-2.1547179669141769e-02" rms="3.7519758939743042e-01" purity="2.1585762500762939e-01" nType="0">
1367 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6496616899967194e-02" rms="2.4656611680984497e-01" purity="6.2628082931041718e-02" nType="-99"/>
1368 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2400809209793806e-03" rms="4.1311264038085938e-01" purity="2.7760308980941772e-01" nType="-99"/>
1369 </Node>
1370 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3513345420360565e-01" cType="1" res="1.3369951397180557e-02" rms="4.4624283909797668e-01" purity="6.3680440187454224e-01" nType="0">
1371 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3268822804093361e-02" rms="4.6402689814567566e-01" purity="5.1550781726837158e-01" nType="-99"/>
1372 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6805933885043487e-05" rms="4.3991231918334961e-01" purity="6.7311757802963257e-01" nType="-99"/>
1373 </Node>
1374 </Node>
1375 </BinaryTree>
1376 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="113">
1377 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="7.2810607962310314e-03" rms="4.2611378431320190e-01" purity="5.0552624464035034e-01" nType="0">
1378 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2755922377109528e-01" cType="1" res="-7.8492397442460060e-03" rms="4.2405453324317932e-01" purity="4.8600229620933533e-01" nType="0">
1379 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1323699038475752e-03" rms="4.0433076024055481e-01" purity="4.0456080436706543e-01" nType="-99"/>
1380 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.8017747253179550e-03" rms="4.4763499498367310e-01" purity="5.9192097187042236e-01" nType="-99"/>
1381 </Node>
1382 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1894797906279564e-02" cType="1" res="5.2412681281566620e-02" rms="4.2904001474380493e-01" purity="5.6376385688781738e-01" nType="0">
1383 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.9855637848377228e-03" rms="4.1812038421630859e-01" purity="5.1458144187927246e-01" nType="-99"/>
1384 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1653098985552788e-02" rms="4.4070905447006226e-01" purity="6.2917357683181763e-01" nType="-99"/>
1385 </Node>
1386 </Node>
1387 </BinaryTree>
1388 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="114">
1389 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.8571497648954391e-02" cType="1" res="-7.2831027209758759e-03" rms="4.1957893967628479e-01" purity="4.9105796217918396e-01" nType="0">
1390 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.1751670166850090e-02" cType="1" res="-1.6393024474382401e-02" rms="4.1301688551902771e-01" purity="4.5944666862487793e-01" nType="0">
1391 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2370837870985270e-03" rms="4.1157156229019165e-01" purity="4.5687118172645569e-01" nType="-99"/>
1392 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6545433551073074e-02" rms="4.2492505908012390e-01" purity="4.8603364825248718e-01" nType="-99"/>
1393 </Node>
1394 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="7.0718473196029663e-01" cType="1" res="2.4292726069688797e-02" rms="4.4011235237121582e-01" purity="6.0062569379806519e-01" nType="0">
1395 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.7814984619617462e-03" rms="4.3952065706253052e-01" purity="5.7766431570053101e-01" nType="-99"/>
1396 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.5360826924443245e-03" rms="4.3763059377670288e-01" purity="6.8544685840606689e-01" nType="-99"/>
1397 </Node>
1398 </Node>
1399 </BinaryTree>
1400 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="115">
1401 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.1887394785881042e-01" cType="1" res="-1.8031353829428554e-04" rms="4.1804161667823792e-01" purity="5.0212597846984863e-01" nType="0">
1402 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.8786244094371796e-01" cType="1" res="-1.8621947616338730e-02" rms="3.8988563418388367e-01" purity="2.8299200534820557e-01" nType="0">
1403 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0703722089529037e-03" rms="3.7769123911857605e-01" purity="2.4635709822177887e-01" nType="-99"/>
1404 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3369986787438393e-02" rms="4.5272415876388550e-01" purity="5.1625716686248779e-01" nType="-99"/>
1405 </Node>
1406 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="8.6190471649169922e+00" cType="1" res="1.4876179397106171e-02" rms="4.3912047147750854e-01" purity="6.8103581666946411e-01" nType="0">
1407 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1311383917927742e-02" rms="4.2662605643272400e-01" purity="6.6792726516723633e-01" nType="-99"/>
1408 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5098021831363440e-03" rms="4.4218936562538147e-01" purity="6.8474876880645752e-01" nType="-99"/>
1409 </Node>
1410 </Node>
1411 </BinaryTree>
1412 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="116">
1413 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.8272156715393066e-01" cType="1" res="-6.1542741023004055e-03" rms="4.2331796884536743e-01" purity="4.9172183871269226e-01" nType="0">
1414 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2798728942871094e-01" cType="1" res="-2.0273992791771889e-02" rms="4.1641551256179810e-01" purity="3.8134959340095520e-01" nType="0">
1415 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0510806643869728e-04" rms="4.0026918053627014e-01" purity="3.6181798577308655e-01" nType="-99"/>
1416 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3580431938171387e-02" rms="4.6924191713333130e-01" purity="4.6290555596351624e-01" nType="-99"/>
1417 </Node>
1418 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.8700519204139709e-01" cType="1" res="1.6654849052429199e-02" rms="4.3326553702354431e-01" purity="6.7001813650131226e-01" nType="0">
1419 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.7326906397938728e-03" rms="4.4885116815567017e-01" purity="5.6345415115356445e-01" nType="-99"/>
1420 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1422204785048962e-02" rms="4.2203158140182495e-01" purity="7.2584384679794312e-01" nType="-99"/>
1421 </Node>
1422 </Node>
1423 </BinaryTree>
1424 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="117">
1425 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="9.0007221698760986e-01" cType="1" res="-5.5683059617877007e-03" rms="4.2116838693618774e-01" purity="4.9104914069175720e-01" nType="0">
1426 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2537566721439362e-01" cType="1" res="-1.0093961842358112e-02" rms="4.2194584012031555e-01" purity="4.7346949577331543e-01" nType="0">
1427 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0086450492963195e-03" rms="4.0307995676994324e-01" purity="4.0577736496925354e-01" nType="-99"/>
1428 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.4243256822228432e-03" rms="4.4790562987327576e-01" purity="5.7469689846038818e-01" nType="-99"/>
1429 </Node>
1430 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8639266490936279e-02" rms="4.0045505762100220e-01" purity="7.8485679626464844e-01" nType="-99"/>
1431 </Node>
1432 </BinaryTree>
1433 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="118">
1434 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.2841445654630661e-02" cType="1" res="9.3049891293048859e-03" rms="4.2867463827133179e-01" purity="5.0103616714477539e-01" nType="0">
1435 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="7.7142858505249023e+00" cType="1" res="3.2982460688799620e-03" rms="4.2634895443916321e-01" purity="4.8963811993598938e-01" nType="0">
1436 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.1059971600770950e-03" rms="3.8307628035545349e-01" purity="3.8478413224220276e-01" nType="-99"/>
1437 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4416055530309677e-03" rms="4.3320956826210022e-01" purity="5.0801438093185425e-01" nType="-99"/>
1438 </Node>
1439 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.3538835644721985e-02" cType="1" res="8.4089636802673340e-02" rms="4.4997474551200867e-01" purity="6.4294296503067017e-01" nType="0">
1440 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4304132461547852e-02" rms="4.8113086819648743e-01" purity="5.8711934089660645e-01" nType="-99"/>
1441 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.0626569427549839e-03" rms="4.1444244980812073e-01" purity="6.8321865797042847e-01" nType="-99"/>
1442 </Node>
1443 </Node>
1444 </BinaryTree>
1445 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="119">
1446 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1939265727996826e-01" cType="1" res="2.1712236106395721e-02" rms="4.2757955193519592e-01" purity="5.2418255805969238e-01" nType="0">
1447 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.6126095056533813e-01" cType="1" res="2.9752796515822411e-02" rms="4.2441794276237488e-01" purity="4.8990744352340698e-01" nType="0">
1448 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0395521298050880e-02" rms="4.1554355621337891e-01" purity="4.8768442869186401e-01" nType="-99"/>
1449 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3097268529236317e-02" rms="4.9740108847618103e-01" purity="5.1226264238357544e-01" nType="-99"/>
1450 </Node>
1451 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.7414231300354004e-01" cType="1" res="-5.7751666754484177e-03" rms="4.3709993362426758e-01" purity="6.4135527610778809e-01" nType="0">
1452 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8106646835803986e-02" rms="4.4627946615219116e-01" purity="6.1885422468185425e-01" nType="-99"/>
1453 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.3157665058970451e-03" rms="4.3143868446350098e-01" purity="6.4944022893905640e-01" nType="-99"/>
1454 </Node>
1455 </Node>
1456 </BinaryTree>
1457 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="120">
1458 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.9849346876144409e-01" cType="1" res="6.1016217805445194e-03" rms="4.2842012643814087e-01" purity="5.0117897987365723e-01" nType="0">
1459 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.4582708775997162e-02" cType="1" res="1.1233851313591003e-02" rms="4.2700999975204468e-01" purity="4.9544093012809753e-01" nType="0">
1460 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.9787710458040237e-03" rms="4.1306769847869873e-01" purity="4.0677824616432190e-01" nType="-99"/>
1461 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0181820727884769e-03" rms="4.3914791941642761e-01" purity="5.8075982332229614e-01" nType="-99"/>
1462 </Node>
1463 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8821024894714355e+00" cType="1" res="-5.2615568041801453e-02" rms="4.3999460339546204e-01" purity="5.6682771444320679e-01" nType="0">
1464 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5064257681369781e-02" rms="4.5072486996650696e-01" purity="4.2857155203819275e-01" nType="-99"/>
1465 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1374893151223660e-03" rms="4.2042943835258484e-01" purity="6.5909832715988159e-01" nType="-99"/>
1466 </Node>
1467 </Node>
1468 </BinaryTree>
1469 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="121">
1470 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1904825456440449e-02" cType="1" res="-4.1213184595108032e-03" rms="4.1801869869232178e-01" purity="4.9863058328628540e-01" nType="0">
1471 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="6.4199012517929077e-01" cType="1" res="-2.0047629252076149e-02" rms="4.0954801440238953e-01" purity="4.3725574016571045e-01" nType="0">
1472 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1901555582880974e-02" rms="3.9517956972122192e-01" purity="3.2613494992256165e-01" nType="-99"/>
1473 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.9532768577337265e-03" rms="4.3446207046508789e-01" purity="6.7389380931854248e-01" nType="-99"/>
1474 </Node>
1475 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.9116576313972473e-02" cType="1" res="1.5045259147882462e-02" rms="4.2720404267311096e-01" purity="5.7249236106872559e-01" nType="0">
1476 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6816577240824699e-03" rms="4.2019659280776978e-01" purity="5.8685779571533203e-01" nType="-99"/>
1477 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4943095855414867e-02" rms="4.4684335589408875e-01" purity="5.1428836584091187e-01" nType="-99"/>
1478 </Node>
1479 </Node>
1480 </BinaryTree>
1481 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="122">
1482 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="-3.2168340403586626e-03" rms="4.2855304479598999e-01" purity="4.9198368191719055e-01" nType="0">
1483 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1450506448745728e+00" cType="1" res="1.1678127339109778e-03" rms="4.2810085415840149e-01" purity="4.9778914451599121e-01" nType="0">
1484 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.6560804629698396e-04" rms="4.2621275782585144e-01" purity="4.8263245820999146e-01" nType="-99"/>
1485 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2447185814380646e-02" rms="4.4546449184417725e-01" purity="6.6414105892181396e-01" nType="-99"/>
1486 </Node>
1487 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.5476188659667969e+01" cType="1" res="-4.4773329049348831e-02" rms="4.3060410022735596e-01" purity="4.3696081638336182e-01" nType="0">
1488 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2065976411104202e-02" rms="4.0316876769065857e-01" purity="3.8488653302192688e-01" nType="-99"/>
1489 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4918368328362703e-03" rms="4.3692395091056824e-01" purity="4.5718297362327576e-01" nType="-99"/>
1490 </Node>
1491 </Node>
1492 </BinaryTree>
1493 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="123">
1494 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.8372658491134644e+00" cType="1" res="-4.4052023440599442e-03" rms="4.2273956537246704e-01" purity="4.9483981728553772e-01" nType="0">
1495 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="3.9794805645942688e-01" cType="1" res="-1.1859700316563249e-03" rms="4.2237877845764160e-01" purity="4.9517288804054260e-01" nType="0">
1496 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8289369549602270e-03" rms="4.1737371683120728e-01" purity="3.9263918995857239e-01" nType="-99"/>
1497 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.4377011731266975e-03" rms="4.3132513761520386e-01" purity="7.0713645219802856e-01" nType="-99"/>
1498 </Node>
1499 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9821576550602913e-02" rms="4.2044630646705627e-01" purity="4.8354008793830872e-01" nType="-99"/>
1500 </Node>
1501 </BinaryTree>
1502 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="124">
1503 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.7492649555206299e+00" cType="1" res="-2.0104014765820466e-05" rms="4.2593532800674438e-01" purity="4.9327871203422546e-01" nType="0">
1504 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.3416097760200500e-01" cType="1" res="3.4511161502450705e-03" rms="4.2578497529029846e-01" purity="4.9324530363082886e-01" nType="0">
1505 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5356083642691374e-03" rms="4.1981276869773865e-01" purity="3.7495329976081848e-01" nType="-99"/>
1506 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.8404416777193546e-03" rms="4.3425247073173523e-01" purity="6.7872059345245361e-01" nType="-99"/>
1507 </Node>
1508 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8827229514718056e-02" rms="4.1672694683074951e-01" purity="4.9430167675018311e-01" nType="-99"/>
1509 </Node>
1510 </BinaryTree>
1511 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="125">
1512 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.7000000000000000e+01" cType="1" res="1.2143834494054317e-02" rms="4.2919933795928955e-01" purity="5.0414073467254639e-01" nType="0">
1513 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.5183843374252319e+00" cType="1" res="5.9745099861174822e-04" rms="4.2665293812751770e-01" purity="4.9148243665695190e-01" nType="0">
1514 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6313041560351849e-03" rms="4.2447328567504883e-01" purity="4.8609408736228943e-01" nType="-99"/>
1515 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0622193589806557e-02" rms="4.5479577779769897e-01" purity="6.0343730449676514e-01" nType="-99"/>
1516 </Node>
1517 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.1292926371097565e-01" cType="1" res="5.8651950210332870e-02" rms="4.3622279167175293e-01" purity="5.5512750148773193e-01" nType="0">
1518 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6248784735798836e-02" rms="4.3008238077163696e-01" purity="5.1976567506790161e-01" nType="-99"/>
1519 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2168703880161047e-04" rms="4.3930402398109436e-01" purity="6.0795044898986816e-01" nType="-99"/>
1520 </Node>
1521 </Node>
1522 </BinaryTree>
1523 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="126">
1524 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="8.9781183004379272e-01" cType="1" res="-1.9938165787607431e-03" rms="4.2593878507614136e-01" purity="4.9774026870727539e-01" nType="0">
1525 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.3667176961898804e-01" cType="1" res="-1.1569344438612461e-02" rms="4.2770084738731384e-01" purity="4.5521694421768188e-01" nType="0">
1526 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7211546655744314e-03" rms="4.2322981357574463e-01" purity="4.4698083400726318e-01" nType="-99"/>
1527 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8646325916051865e-02" rms="4.7666561603546143e-01" purity="5.6160336732864380e-01" nType="-99"/>
1528 </Node>
1529 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.1784183382987976e-03" cType="1" res="5.4610218852758408e-02" rms="4.1083607077598572e-01" purity="7.4910926818847656e-01" nType="0">
1530 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4909276515245438e-02" rms="3.9188897609710693e-01" purity="7.8492903709411621e-01" nType="-99"/>
1531 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6293980926275253e-03" rms="4.2085447907447815e-01" purity="7.2470694780349731e-01" nType="-99"/>
1532 </Node>
1533 </Node>
1534 </BinaryTree>
1535 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="127">
1536 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.9857143402099609e+01" cType="1" res="1.3465004041790962e-02" rms="4.2203342914581299e-01" purity="5.1690763235092163e-01" nType="0">
1537 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.5285713195800781e+01" cType="1" res="1.9572552293539047e-02" rms="4.2167320847511292e-01" purity="5.2441519498825073e-01" nType="0">
1538 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2464239522814751e-03" rms="4.2150145769119263e-01" purity="5.2042549848556519e-01" nType="-99"/>
1539 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7682932093739510e-02" rms="4.1597896814346313e-01" purity="6.2636160850524902e-01" nType="-99"/>
1540 </Node>
1541 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9792980998754501e-02" rms="3.9515814185142517e-01" purity="3.0594223737716675e-01" nType="-99"/>
1542 </Node>
1543 </BinaryTree>
1544 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="128">
1545 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3813962470740080e-03" cType="1" res="7.7791120857000351e-03" rms="4.2979490756988525e-01" purity="5.0413388013839722e-01" nType="0">
1546 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.3451921343803406e-01" cType="1" res="4.4143885374069214e-02" rms="4.4207718968391418e-01" purity="5.4138135910034180e-01" nType="0">
1547 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2880965620279312e-02" rms="4.5249164104461670e-01" purity="4.4581127166748047e-01" nType="-99"/>
1548 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.4228533990681171e-03" rms="4.3610250949859619e-01" purity="5.7142829895019531e-01" nType="-99"/>
1549 </Node>
1550 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.5465055853128433e-02" cType="1" res="-2.3090862669050694e-03" rms="4.2577493190765381e-01" purity="4.9380078911781311e-01" nType="0">
1551 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4591340702027082e-04" rms="4.2520767450332642e-01" purity="4.9127018451690674e-01" nType="-99"/>
1552 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8577938899397850e-02" rms="4.2966842651367188e-01" purity="5.3722685575485229e-01" nType="-99"/>
1553 </Node>
1554 </Node>
1555 </BinaryTree>
1556 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="129">
1557 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="6.0922591947019100e-03" rms="4.2539748549461365e-01" purity="5.0611287355422974e-01" nType="0">
1558 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.2067749500274658e-01" cType="1" res="3.6843020468950272e-02" rms="4.1086682677268982e-01" purity="5.7357412576675415e-01" nType="0">
1559 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2802517972886562e-02" rms="3.8165527582168579e-01" purity="2.7513051033020020e-01" nType="-99"/>
1560 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4417226426303387e-02" rms="4.1452646255493164e-01" purity="6.3428241014480591e-01" nType="-99"/>
1561 </Node>
1562 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="-2.9373464640229940e-03" rms="4.2915260791778564e-01" purity="4.8630362749099731e-01" nType="0">
1563 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2992554344236851e-02" rms="3.8776621222496033e-01" purity="3.6048659682273865e-01" nType="-99"/>
1564 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7129692714661360e-03" rms="4.3758276104927063e-01" purity="5.1530122756958008e-01" nType="-99"/>
1565 </Node>
1566 </Node>
1567 </BinaryTree>
1568 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="130">
1569 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4523811340332031e+01" cType="1" res="-2.0577801391482353e-02" rms="4.2341917753219604e-01" purity="4.7347307205200195e-01" nType="0">
1570 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0476113557815552e-02" cType="1" res="-2.5523353368043900e-02" rms="4.2135110497474670e-01" purity="4.6999502182006836e-01" nType="0">
1571 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.4508550092577934e-03" rms="4.2040389776229858e-01" purity="4.6950951218605042e-01" nType="-99"/>
1572 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3163793608546257e-02" rms="4.2754974961280823e-01" purity="4.7610861063003540e-01" nType="-99"/>
1573 </Node>
1574 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3132374286651611e-02" rms="4.5684015750885010e-01" purity="5.7472354173660278e-01" nType="-99"/>
1575 </Node>
1576 </BinaryTree>
1577 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="131">
1578 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7926548123359680e-01" cType="1" res="2.0274198614060879e-03" rms="4.2331832647323608e-01" purity="5.0411355495452881e-01" nType="0">
1579 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.9618182778358459e-01" cType="1" res="-1.0091206058859825e-02" rms="4.1295200586318970e-01" purity="4.0523681044578552e-01" nType="0">
1580 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.7218155860900879e-03" rms="4.1110360622406006e-01" purity="3.1249040365219116e-01" nType="-99"/>
1581 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1425222977995872e-02" rms="4.0642243623733521e-01" purity="7.6317703723907471e-01" nType="-99"/>
1582 </Node>
1583 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.0238094329833984e+01" cType="1" res="2.1719286218285561e-02" rms="4.3892890214920044e-01" purity="6.6478085517883301e-01" nType="0">
1584 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1305384337902069e-02" rms="4.3658444285392761e-01" purity="6.8168413639068604e-01" nType="-99"/>
1585 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0522432625293732e-02" rms="4.3914386630058289e-01" purity="6.1902219057083130e-01" nType="-99"/>
1586 </Node>
1587 </Node>
1588 </BinaryTree>
1589 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="132">
1590 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="7.4445828795433044e-03" rms="4.2493647336959839e-01" purity="5.1117849349975586e-01" nType="0">
1591 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1142857551574707e+01" cType="1" res="-2.1229434758424759e-02" rms="4.1300731897354126e-01" purity="4.5771691203117371e-01" nType="0">
1592 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0601758044213057e-03" rms="4.0954980254173279e-01" purity="4.5393785834312439e-01" nType="-99"/>
1593 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7480377107858658e-02" rms="4.2434260249137878e-01" purity="4.7355213761329651e-01" nType="-99"/>
1594 </Node>
1595 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.3738602399826050e+00" cType="1" res="2.5845075026154518e-02" rms="4.3141549825668335e-01" purity="5.4548549652099609e-01" nType="0">
1596 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.8807696700096130e-03" rms="4.2946961522102356e-01" purity="5.4714232683181763e-01" nType="-99"/>
1597 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0628182217478752e-02" rms="4.6073052287101746e-01" purity="5.0794112682342529e-01" nType="-99"/>
1598 </Node>
1599 </Node>
1600 </BinaryTree>
1601 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="133">
1602 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4260780811309814e+00" cType="1" res="-1.3973054476082325e-02" rms="4.1937711834907532e-01" purity="4.8347520828247070e-01" nType="0">
1603 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.4605210423469543e-01" cType="1" res="-2.0352480933070183e-02" rms="4.1825178265571594e-01" purity="4.5728525519371033e-01" nType="0">
1604 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2436971087008715e-03" rms="4.1126507520675659e-01" purity="4.4935801625251770e-01" nType="-99"/>
1605 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9522603601217270e-02" rms="4.6035769581794739e-01" purity="5.1355671882629395e-01" nType="-99"/>
1606 </Node>
1607 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5339789986610413e-03" cType="1" res="3.4219928085803986e-02" rms="4.2469748854637146e-01" purity="6.8132543563842773e-01" nType="0">
1608 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2081644963473082e-03" rms="4.3252485990524292e-01" purity="6.3787198066711426e-01" nType="-99"/>
1609 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4027266763150692e-02" rms="4.1821849346160889e-01" purity="7.1036028861999512e-01" nType="-99"/>
1610 </Node>
1611 </Node>
1612 </BinaryTree>
1613 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="134">
1614 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.6181055232882500e-02" cType="1" res="-3.5329789388924837e-03" rms="4.2271494865417480e-01" purity="4.9186998605728149e-01" nType="0">
1615 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.1189324557781219e-02" cType="1" res="-1.2527604587376118e-02" rms="4.1808399558067322e-01" purity="4.5610716938972473e-01" nType="0">
1616 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3366585373878479e-03" rms="4.1799399256706238e-01" purity="4.5362797379493713e-01" nType="-99"/>
1617 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7942398786544800e-02" rms="4.1557505726814270e-01" purity="4.9028867483139038e-01" nType="-99"/>
1618 </Node>
1619 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.4857142448425293e+01" cType="1" res="2.3182526230812073e-02" rms="4.3508481979370117e-01" purity="5.9809124469757080e-01" nType="0">
1620 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.3126181960105896e-03" rms="4.2600840330123901e-01" purity="5.3873288631439209e-01" nType="-99"/>
1621 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5578773804008961e-02" rms="4.3795341253280640e-01" purity="6.4332556724548340e-01" nType="-99"/>
1622 </Node>
1623 </Node>
1624 </BinaryTree>
1625 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="135">
1626 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="1.3133027590811253e-02" rms="4.2504739761352539e-01" purity="5.0604039430618286e-01" nType="0">
1627 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.3989398479461670e-01" cType="1" res="2.3639567196369171e-02" rms="4.1903564333915710e-01" purity="5.0932914018630981e-01" nType="0">
1628 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9925213679671288e-03" rms="4.2077654600143433e-01" purity="4.8001521825790405e-01" nType="-99"/>
1629 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8700862303376198e-02" rms="4.0007951855659485e-01" purity="7.6964294910430908e-01" nType="-99"/>
1630 </Node>
1631 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.0405440926551819e-01" cType="1" res="-1.9786418415606022e-03" rms="4.3310135602951050e-01" purity="5.0131022930145264e-01" nType="0">
1632 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8402773421257734e-03" rms="4.2926269769668579e-01" purity="4.8142346739768982e-01" nType="-99"/>
1633 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4674925245344639e-02" rms="4.5234748721122742e-01" purity="6.2583017349243164e-01" nType="-99"/>
1634 </Node>
1635 </Node>
1636 </BinaryTree>
1637 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="136">
1638 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0476087480783463e-02" cType="1" res="-1.1409163707867265e-03" rms="4.2005556821823120e-01" purity="4.9708536267280579e-01" nType="0">
1639 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.1563244275748730e-02" cType="1" res="3.4650899469852448e-03" rms="4.1784879565238953e-01" purity="4.9518176913261414e-01" nType="0">
1640 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7977216523140669e-03" rms="4.1472670435905457e-01" purity="4.4243294000625610e-01" nType="-99"/>
1641 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.0155242681503296e-03" rms="4.2160764336585999e-01" purity="5.7260328531265259e-01" nType="-99"/>
1642 </Node>
1643 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.4857142448425293e+01" cType="1" res="-5.3815521299839020e-02" rms="4.4110709428787231e-01" purity="5.1885509490966797e-01" nType="0">
1644 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5597633793950081e-02" rms="4.0949320793151855e-01" purity="4.7565817832946777e-01" nType="-99"/>
1645 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2801420204341412e-03" rms="4.6238490939140320e-01" purity="5.5447155237197876e-01" nType="-99"/>
1646 </Node>
1647 </Node>
1648 </BinaryTree>
1649 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="137">
1650 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7620246186852455e-03" cType="1" res="2.2192586213350296e-02" rms="4.2788273096084595e-01" purity="5.2072989940643311e-01" nType="0">
1651 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1571428298950195e+01" cType="1" res="4.9527961760759354e-02" rms="4.3063795566558838e-01" purity="5.2868866920471191e-01" nType="0">
1652 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5196925271302462e-03" rms="3.7750464677810669e-01" purity="4.4743767380714417e-01" nType="-99"/>
1653 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9387602806091309e-02" rms="4.4939973950386047e-01" purity="5.6388777494430542e-01" nType="-99"/>
1654 </Node>
1655 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.8899051547050476e-01" cType="1" res="6.0338964685797691e-03" rms="4.2542043328285217e-01" purity="5.1602530479431152e-01" nType="0">
1656 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4657494872808456e-03" rms="4.1777053475379944e-01" purity="3.9259493350982666e-01" nType="-99"/>
1657 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.2124277725815773e-03" rms="4.3393841385841370e-01" purity="6.8706119060516357e-01" nType="-99"/>
1658 </Node>
1659 </Node>
1660 </BinaryTree>
1661 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="138">
1662 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.8181337118148804e-01" cType="1" res="-8.6181219667196274e-03" rms="4.2354840040206909e-01" purity="4.8673123121261597e-01" nType="0">
1663 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.6496422886848450e-01" cType="1" res="-1.8744209781289101e-02" rms="4.1244488954544067e-01" purity="3.8725614547729492e-01" nType="0">
1664 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8279736861586571e-02" rms="3.1810909509658813e-01" purity="1.3873286545276642e-01" nType="-99"/>
1665 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.6504762293770909e-04" rms="4.5018145442008972e-01" purity="5.0721335411071777e-01" nType="-99"/>
1666 </Node>
1667 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.1798446774482727e-01" cType="1" res="8.8585158810019493e-03" rms="4.4151040911674500e-01" purity="6.5841543674468994e-01" nType="0">
1668 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1831547617912292e-02" rms="4.7655490040779114e-01" purity="4.9919098615646362e-01" nType="-99"/>
1669 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0147556895390153e-03" rms="4.3556895852088928e-01" purity="6.7604225873947144e-01" nType="-99"/>
1670 </Node>
1671 </Node>
1672 </BinaryTree>
1673 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="139">
1674 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.8372658491134644e+00" cType="1" res="5.2747027948498726e-03" rms="4.1870954632759094e-01" purity="5.0705504417419434e-01" nType="0">
1675 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.3810744285583496e-01" cType="1" res="7.9141668975353241e-03" rms="4.1847157478332520e-01" purity="5.0760376453399658e-01" nType="0">
1676 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8315881974995136e-03" rms="3.7630170583724976e-01" purity="2.1838201582431793e-01" nType="-99"/>
1677 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4107269495725632e-03" rms="4.3752726912498474e-01" purity="6.5087360143661499e-01" nType="-99"/>
1678 </Node>
1679 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4449652060866356e-02" rms="4.1591605544090271e-01" purity="4.8690870404243469e-01" nType="-99"/>
1680 </Node>
1681 </BinaryTree>
1682 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="140">
1683 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5237936079502106e-02" cType="1" res="7.1707791648805141e-03" rms="4.2580646276473999e-01" purity="5.0236749649047852e-01" nType="0">
1684 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.4459121525287628e-02" cType="1" res="3.9564631879329681e-03" rms="4.2434769868850708e-01" purity="4.9529191851615906e-01" nType="0">
1685 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5617710780352354e-03" rms="4.1952037811279297e-01" purity="4.9281060695648193e-01" nType="-99"/>
1686 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1500900611281395e-02" rms="4.6190616488456726e-01" purity="5.1720464229583740e-01" nType="-99"/>
1687 </Node>
1688 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9110318273305893e-02" rms="4.4927793741226196e-01" purity="6.4453268051147461e-01" nType="-99"/>
1689 </Node>
1690 </BinaryTree>
1691 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="141">
1692 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0469150990247726e-02" cType="1" res="-2.7534251566976309e-03" rms="4.2299270629882812e-01" purity="4.9529930949211121e-01" nType="0">
1693 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.6608740687370300e-02" cType="1" res="-7.8197391703724861e-03" rms="4.2213284969329834e-01" purity="4.8145365715026855e-01" nType="0">
1694 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3381366152316332e-03" rms="4.2089611291885376e-01" purity="4.8194280266761780e-01" nType="-99"/>
1695 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1862974390387535e-02" rms="4.4729718565940857e-01" purity="4.6826109290122986e-01" nType="-99"/>
1696 </Node>
1697 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.2285714149475098e+01" cType="1" res="4.3901160359382629e-02" rms="4.2802053689956665e-01" purity="6.2280088663101196e-01" nType="0">
1698 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2573320679366589e-03" rms="4.0785706043243408e-01" purity="5.3681868314743042e-01" nType="-99"/>
1699 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8296297639608383e-02" rms="4.3434229493141174e-01" purity="6.6356718540191650e-01" nType="-99"/>
1700 </Node>
1701 </Node>
1702 </BinaryTree>
1703 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="142">
1704 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="9.7039397805929184e-03" rms="4.1927158832550049e-01" purity="5.1464360952377319e-01" nType="0">
1705 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1428571701049805e+01" cType="1" res="1.2320479378104210e-02" rms="4.1988882422447205e-01" purity="5.1876837015151978e-01" nType="0">
1706 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.9934645220637321e-03" rms="4.1149619221687317e-01" purity="4.9932888150215149e-01" nType="-99"/>
1707 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8957284414209425e-04" rms="4.2405861616134644e-01" purity="5.2949494123458862e-01" nType="-99"/>
1708 </Node>
1709 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6175411641597748e-02" rms="3.9601904153823853e-01" purity="4.0421164035797119e-01" nType="-99"/>
1710 </Node>
1711 </BinaryTree>
1712 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="143">
1713 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.1193647384643555e+00" cType="1" res="6.6663492470979691e-03" rms="4.2807498574256897e-01" purity="4.9829599261283875e-01" nType="0">
1714 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="1.2954621575772762e-02" rms="4.3073239922523499e-01" purity="4.8039555549621582e-01" nType="0">
1715 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2303878553211689e-02" rms="3.6856085062026978e-01" purity="3.3412122726440430e-01" nType="-99"/>
1716 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6927748955786228e-03" rms="4.3950763344764709e-01" purity="5.0452768802642822e-01" nType="-99"/>
1717 </Node>
1718 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.0485423505306244e-01" cType="1" res="-6.0715023428201675e-02" rms="3.9221113920211792e-01" purity="6.9010657072067261e-01" nType="0">
1719 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0838949382305145e-02" rms="4.4577410817146301e-01" purity="3.3347386121749878e-01" nType="-99"/>
1720 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0640729237347841e-03" rms="3.5423758625984192e-01" purity="8.3979213237762451e-01" nType="-99"/>
1721 </Node>
1722 </Node>
1723 </BinaryTree>
1724 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="144">
1725 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.1218785047531128e+00" cType="1" res="1.0273188352584839e-02" rms="4.2115741968154907e-01" purity="5.1383161544799805e-01" nType="0">
1726 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.2803018391132355e-02" cType="1" res="1.4555716887116432e-02" rms="4.2240768671035767e-01" purity="4.9849829077720642e-01" nType="0">
1727 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5705226957798004e-02" rms="1.9592580199241638e-01" purity="4.4440682977437973e-02" nType="-99"/>
1728 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6513869203627110e-03" rms="4.2836239933967590e-01" purity="5.1872694492340088e-01" nType="-99"/>
1729 </Node>
1730 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.0272710919380188e-01" cType="1" res="-3.8281045854091644e-02" rms="4.0354719758033752e-01" purity="6.8767744302749634e-01" nType="0">
1731 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8992265686392784e-02" rms="4.2800396680831909e-01" purity="4.6447652578353882e-01" nType="-99"/>
1732 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1102228462696075e-03" rms="3.8736155629158020e-01" purity="8.1037080287933350e-01" nType="-99"/>
1733 </Node>
1734 </Node>
1735 </BinaryTree>
1736 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="145">
1737 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1904624290764332e-02" cType="1" res="-2.0031733438372612e-03" rms="4.1794064640998840e-01" purity="5.0392925739288330e-01" nType="0">
1738 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="5.1006413996219635e-03" cType="1" res="-2.3176301270723343e-02" rms="4.0274640917778015e-01" purity="4.3578884005546570e-01" nType="0">
1739 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2076527713797987e-04" rms="4.0379184484481812e-01" purity="4.8818525671958923e-01" nType="-99"/>
1740 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0577384158968925e-02" rms="3.9598625898361206e-01" purity="3.1860274076461792e-01" nType="-99"/>
1741 </Node>
1742 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1976795196533203e+00" cType="1" res="2.2770233452320099e-02" rms="4.3373516201972961e-01" purity="5.8365625143051147e-01" nType="0">
1743 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9260115697979927e-03" rms="4.3220674991607666e-01" purity="5.5291813611984253e-01" nType="-99"/>
1744 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9646339118480682e-02" rms="4.3674460053443909e-01" purity="7.2744470834732056e-01" nType="-99"/>
1745 </Node>
1746 </Node>
1747 </BinaryTree>
1748 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="146">
1749 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.3603399991989136e+00" cType="1" res="-3.5499860532581806e-03" rms="4.2430019378662109e-01" purity="4.9810594320297241e-01" nType="0">
1750 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.9359324872493744e-01" cType="1" res="1.3977760681882501e-03" rms="4.2372849583625793e-01" purity="4.9730861186981201e-01" nType="0">
1751 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2126656994223595e-03" rms="4.0824097394943237e-01" purity="4.0687006711959839e-01" nType="-99"/>
1752 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5086812935769558e-03" rms="4.4007879495620728e-01" purity="6.0358673334121704e-01" nType="-99"/>
1753 </Node>
1754 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8244065120816231e-02" rms="4.2286917567253113e-01" purity="5.1496577262878418e-01" nType="-99"/>
1755 </Node>
1756 </BinaryTree>
1757 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="147">
1758 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="6.4857953786849976e-01" cType="1" res="1.3897347263991833e-02" rms="4.2880934476852417e-01" purity="5.1719659566879272e-01" nType="0">
1759 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.1838492751121521e-02" cType="1" res="2.2548757493495941e-02" rms="4.2644959688186646e-01" purity="4.8481312394142151e-01" nType="0">
1760 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6986817121505737e-02" rms="3.2510343194007874e-01" purity="1.2199890613555908e-01" nType="-99"/>
1761 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.9429959878325462e-03" rms="4.3659099936485291e-01" purity="5.2932047843933105e-01" nType="-99"/>
1762 </Node>
1763 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.2045189142227173e+00" cType="1" res="-2.6506027206778526e-02" rms="4.3740236759185791e-01" purity="6.6843211650848389e-01" nType="0">
1764 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6929268613457680e-02" rms="4.5596116781234741e-01" purity="5.6408989429473877e-01" nType="-99"/>
1765 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0932303033769131e-02" rms="4.0940985083580017e-01" purity="7.5487083196640015e-01" nType="-99"/>
1766 </Node>
1767 </Node>
1768 </BinaryTree>
1769 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="148">
1770 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="-3.0107384081929922e-03" rms="4.2216587066650391e-01" purity="4.9636343121528625e-01" nType="0">
1771 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.2849011719226837e-02" cType="1" res="-7.2808470577001572e-03" rms="4.2124703526496887e-01" purity="4.9408161640167236e-01" nType="0">
1772 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2669047359377146e-03" rms="4.1926738619804382e-01" purity="4.8217594623565674e-01" nType="-99"/>
1773 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3514694757759571e-02" rms="4.4062325358390808e-01" purity="6.4082318544387817e-01" nType="-99"/>
1774 </Node>
1775 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7671212814748287e-03" cType="1" res="4.9273367971181870e-02" rms="4.2983245849609375e-01" purity="5.2430212497711182e-01" nType="0">
1776 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2633516937494278e-02" rms="4.0853431820869446e-01" purity="6.2347370386123657e-01" nType="-99"/>
1777 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.1844255803152919e-04" rms="4.3761315941810608e-01" purity="4.5041832327842712e-01" nType="-99"/>
1778 </Node>
1779 </Node>
1780 </BinaryTree>
1781 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="149">
1782 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5237924903631210e-02" cType="1" res="-1.3207394629716873e-02" rms="4.2503336071968079e-01" purity="4.8591157793998718e-01" nType="0">
1783 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.5000547170639038e-01" cType="1" res="-8.9775025844573975e-03" rms="4.2408540844917297e-01" purity="4.8628693819046021e-01" nType="0">
1784 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1049967724829912e-04" rms="4.1977378726005554e-01" purity="4.6823361515998840e-01" nType="-99"/>
1785 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2849891558289528e-02" rms="4.4051247835159302e-01" purity="5.6756770610809326e-01" nType="-99"/>
1786 </Node>
1787 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3004730939865112e-02" rms="4.3467253446578979e-01" purity="4.7595301270484924e-01" nType="-99"/>
1788 </Node>
1789 </BinaryTree>
1790 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="150">
1791 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.5073843002319336e-01" cType="1" res="-1.4969714917242527e-02" rms="4.1737097501754761e-01" purity="4.7750160098075867e-01" nType="0">
1792 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.5841832160949707e-01" cType="1" res="-2.5886459276080132e-02" rms="4.0955254435539246e-01" purity="3.9248415827751160e-01" nType="0">
1793 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1896377429366112e-02" rms="3.9631900191307068e-01" purity="2.7660661935806274e-01" nType="-99"/>
1794 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1490279361605644e-03" rms="4.3782609701156616e-01" purity="6.7544525861740112e-01" nType="-99"/>
1795 </Node>
1796 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.3595188558101654e-01" cType="1" res="1.2306416407227516e-02" rms="4.3509832024574280e-01" purity="6.8992263078689575e-01" nType="0">
1797 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9686730578541756e-02" rms="4.4352272152900696e-01" purity="6.4203619956970215e-01" nType="-99"/>
1798 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.2393505834043026e-03" rms="4.3153670430183411e-01" purity="6.9919371604919434e-01" nType="-99"/>
1799 </Node>
1800 </Node>
1801 </BinaryTree>
1802 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="151">
1803 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.1428558975458145e-02" cType="1" res="-8.4133334457874298e-03" rms="4.2217072844505310e-01" purity="4.8793148994445801e-01" nType="0">
1804 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8916612863540649e+00" cType="1" res="3.1528077088296413e-03" rms="4.2111113667488098e-01" purity="4.6818807721138000e-01" nType="0">
1805 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6160071613267064e-04" rms="4.2044371366500854e-01" purity="4.5269352197647095e-01" nType="-99"/>
1806 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6822772100567818e-02" rms="4.2544180154800415e-01" purity="6.8732148408889771e-01" nType="-99"/>
1807 </Node>
1808 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="-3.8587130606174469e-02" rms="4.2343792319297791e-01" purity="5.3943824768066406e-01" nType="0">
1809 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7877038568258286e-02" rms="4.0830624103546143e-01" purity="5.0707542896270752e-01" nType="-99"/>
1810 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0595688838511705e-03" rms="4.3742641806602478e-01" purity="5.7495933771133423e-01" nType="-99"/>
1811 </Node>
1812 </Node>
1813 </BinaryTree>
1814 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="152">
1815 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1899985373020172e-02" cType="1" res="4.4763027690351009e-03" rms="4.2122766375541687e-01" purity="5.0548201799392700e-01" nType="0">
1816 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.1333416914567351e-03" cType="1" res="-1.2687144801020622e-02" rms="4.1030678153038025e-01" purity="4.4635933637619019e-01" nType="0">
1817 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1793360114097595e-02" rms="4.2266067862510681e-01" purity="5.7317543029785156e-01" nType="-99"/>
1818 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.6299123466014862e-03" rms="4.0575966238975525e-01" purity="4.1337385773658752e-01" nType="-99"/>
1819 </Node>
1820 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.3714531436562538e-02" cType="1" res="2.5317749008536339e-02" rms="4.3320637941360474e-01" purity="5.7727414369583130e-01" nType="0">
1821 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.3226443231105804e-02" rms="4.7247409820556641e-01" purity="6.1837083101272583e-01" nType="-99"/>
1822 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6065895799547434e-03" rms="4.2596930265426636e-01" purity="5.7285171747207642e-01" nType="-99"/>
1823 </Node>
1824 </Node>
1825 </BinaryTree>
1826 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="153">
1827 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1431123651564121e-03" cType="1" res="3.3423304557800293e-03" rms="4.2167174816131592e-01" purity="5.0030744075775146e-01" nType="0">
1828 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.1936457157135010e-01" cType="1" res="1.9048949703574181e-02" rms="4.2068451642990112e-01" purity="4.7843602299690247e-01" nType="0">
1829 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.9005028344690800e-03" rms="4.1993206739425659e-01" purity="4.7460722923278809e-01" nType="-99"/>
1830 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6833135858178139e-02" rms="4.2267772555351257e-01" purity="5.3393632173538208e-01" nType="-99"/>
1831 </Node>
1832 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.5453466176986694e-01" cType="1" res="-9.5615452155470848e-03" rms="4.2204391956329346e-01" purity="5.1827603578567505e-01" nType="0">
1833 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5225392766296864e-02" rms="3.4948420524597168e-01" purity="1.8611164391040802e-01" nType="-99"/>
1834 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1239703744649887e-03" rms="4.4497337937355042e-01" purity="6.4058059453964233e-01" nType="-99"/>
1835 </Node>
1836 </Node>
1837 </BinaryTree>
1838 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="154">
1839 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="7.9851490259170532e-01" cType="1" res="-5.2230176515877247e-03" rms="4.1779702901840210e-01" purity="4.9132487177848816e-01" nType="0">
1840 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.9604243636131287e-01" cType="1" res="-1.5252146869897842e-02" rms="4.2409816384315491e-01" purity="4.1552555561065674e-01" nType="0">
1841 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.3666805401444435e-03" rms="4.1253849864006042e-01" purity="3.4032183885574341e-01" nType="-99"/>
1842 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0050156852230430e-03" rms="4.4170832633972168e-01" purity="5.3866297006607056e-01" nType="-99"/>
1843 </Node>
1844 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.5201900899410248e-01" cType="1" res="2.8425905853509903e-02" rms="3.9406356215476990e-01" purity="7.4564045667648315e-01" nType="0">
1845 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6885347664356232e-02" rms="3.9475089311599731e-01" purity="7.2050696611404419e-01" nType="-99"/>
1846 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0255259461700916e-02" rms="3.8602137565612793e-01" purity="7.8850984573364258e-01" nType="-99"/>
1847 </Node>
1848 </Node>
1849 </BinaryTree>
1850 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="155">
1851 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1766185760498047e-01" cType="1" res="2.4606699589639902e-03" rms="4.1980844736099243e-01" purity="5.0122785568237305e-01" nType="0">
1852 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.6657831668853760e-01" cType="1" res="-7.2644618339836597e-03" rms="4.1395878791809082e-01" purity="4.4547235965728760e-01" nType="0">
1853 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6827396359294653e-03" rms="4.0259966254234314e-01" purity="4.2615830898284912e-01" nType="-99"/>
1854 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7740720883011818e-02" rms="4.5009070634841919e-01" purity="5.2153623104095459e-01" nType="-99"/>
1855 </Node>
1856 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.3456545174121857e-01" cType="1" res="3.2436735928058624e-02" rms="4.3598428368568420e-01" purity="6.7308473587036133e-01" nType="0">
1857 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7741873860359192e-02" rms="4.4266891479492188e-01" purity="5.7439273595809937e-01" nType="-99"/>
1858 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7281756997108459e-03" rms="4.3289145827293396e-01" purity="7.0329475402832031e-01" nType="-99"/>
1859 </Node>
1860 </Node>
1861 </BinaryTree>
1862 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="156">
1863 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="-1.6525901155546308e-03" rms="4.2072787880897522e-01" purity="4.9885460734367371e-01" nType="0">
1864 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.0952381134033203e+01" cType="1" res="-1.2205617502331734e-02" rms="4.1646531224250793e-01" purity="4.8333746194839478e-01" nType="0">
1865 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4057530788704753e-03" rms="4.1586178541183472e-01" purity="4.9004462361335754e-01" nType="-99"/>
1866 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3326257020235062e-02" rms="4.0963628888130188e-01" purity="3.7619951367378235e-01" nType="-99"/>
1867 </Node>
1868 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.4279974624514580e-02" cType="1" res="2.4317726492881775e-02" rms="4.2993664741516113e-01" purity="5.3704112768173218e-01" nType="0">
1869 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3223429210484028e-02" rms="4.3576771020889282e-01" purity="5.2413117885589600e-01" nType="-99"/>
1870 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.3697330877184868e-03" rms="4.1536015272140503e-01" purity="5.6043559312820435e-01" nType="-99"/>
1871 </Node>
1872 </Node>
1873 </BinaryTree>
1874 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="157">
1875 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="4.4238618575036526e-03" rms="4.2468404769897461e-01" purity="4.9873819947242737e-01" nType="0">
1876 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.5238095283508301e+01" cType="1" res="8.8530676439404488e-03" rms="4.2546448111534119e-01" purity="5.0392264127731323e-01" nType="0">
1877 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.1515149213373661e-04" rms="4.1125005483627319e-01" purity="4.7827011346817017e-01" nType="-99"/>
1878 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.0276086442172527e-03" rms="4.4163423776626587e-01" purity="5.3496140241622925e-01" nType="-99"/>
1879 </Node>
1880 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.4273238368332386e-02" cType="1" res="-3.8044977933168411e-02" rms="4.1473245620727539e-01" purity="4.4902801513671875e-01" nType="0">
1881 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.4960139570757747e-04" rms="4.2199289798736572e-01" purity="4.6181359887123108e-01" nType="-99"/>
1882 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8568003326654434e-02" rms="3.8953188061714172e-01" purity="4.2294761538505554e-01" nType="-99"/>
1883 </Node>
1884 </Node>
1885 </BinaryTree>
1886 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="158">
1887 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7891783714294434e-01" cType="1" res="-5.7667330838739872e-03" rms="4.1805803775787354e-01" purity="4.9323159456253052e-01" nType="0">
1888 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.6581626534461975e-01" cType="1" res="-1.9064290449023247e-02" rms="4.0608605742454529e-01" purity="3.9046525955200195e-01" nType="0">
1889 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0537097230553627e-02" rms="3.9720851182937622e-01" purity="3.2205745577812195e-01" nType="-99"/>
1890 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2823776341974735e-02" rms="4.3336343765258789e-01" purity="6.6989153623580933e-01" nType="-99"/>
1891 </Node>
1892 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.8966473639011383e-02" cType="1" res="1.6227785497903824e-02" rms="4.3625214695930481e-01" purity="6.6320991516113281e-01" nType="0">
1893 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.2728240415453911e-03" rms="4.3723401427268982e-01" purity="6.6206860542297363e-01" nType="-99"/>
1894 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8721618950366974e-03" rms="4.3237817287445068e-01" purity="6.6511100530624390e-01" nType="-99"/>
1895 </Node>
1896 </Node>
1897 </BinaryTree>
1898 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="159">
1899 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1452672481536865e+00" cType="1" res="-2.8708591125905514e-03" rms="4.2045077681541443e-01" purity="4.9313855171203613e-01" nType="0">
1900 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.2856961488723755e-02" cType="1" res="-6.9421832449734211e-03" rms="4.2018094658851624e-01" purity="4.7901275753974915e-01" nType="0">
1901 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0737137421965599e-03" rms="4.1778689622879028e-01" purity="4.7040158510208130e-01" nType="-99"/>
1902 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3422098010778427e-02" rms="4.4876214861869812e-01" purity="6.0232204198837280e-01" nType="-99"/>
1903 </Node>
1904 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.8468614816665649e+00" cType="1" res="4.6196110546588898e-02" rms="4.2060121893882751e-01" purity="6.6338032484054565e-01" nType="0">
1905 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9656365737318993e-02" rms="4.2097908258438110e-01" purity="7.1701627969741821e-01" nType="-99"/>
1906 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9688200922682881e-04" rms="4.1545155644416809e-01" purity="5.8465737104415894e-01" nType="-99"/>
1907 </Node>
1908 </Node>
1909 </BinaryTree>
1910 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="160">
1911 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4253976345062256e-01" cType="1" res="7.6472829096019268e-03" rms="4.2917421460151672e-01" purity="4.9665266275405884e-01" nType="0">
1912 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.4417186677455902e-02" cType="1" res="4.2911563068628311e-02" rms="4.0417334437370300e-01" purity="2.7872839570045471e-01" nType="0">
1913 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3764787465333939e-02" rms="2.9221543669700623e-01" purity="1.0352580994367599e-01" nType="-99"/>
1914 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7575550824403763e-02" rms="4.2311969399452209e-01" purity="3.1705480813980103e-01" nType="-99"/>
1915 </Node>
1916 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.1000000000000000e+01" cType="1" res="-1.2026345357298851e-02" rms="4.4128564000129700e-01" purity="6.1823064088821411e-01" nType="0">
1917 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2041071895509958e-03" rms="4.4278302788734436e-01" purity="6.2547034025192261e-01" nType="-99"/>
1918 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6843702644109726e-02" rms="4.2641466856002808e-01" purity="5.6517046689987183e-01" nType="-99"/>
1919 </Node>
1920 </Node>
1921 </BinaryTree>
1922 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="161">
1923 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="1.0263176634907722e-02" rms="4.1895157098770142e-01" purity="5.0870949029922485e-01" nType="0">
1924 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.0202836710959673e-03" cType="1" res="3.9457265287637711e-02" rms="4.1058310866355896e-01" purity="5.7464849948883057e-01" nType="0">
1925 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0049633458256721e-02" rms="4.1509196162223816e-01" purity="6.1683785915374756e-01" nType="-99"/>
1926 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7450704472139478e-03" rms="4.0347152948379517e-01" purity="5.3443950414657593e-01" nType="-99"/>
1927 </Node>
1928 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.7328561991453171e-02" cType="1" res="1.1972032953053713e-03" rms="4.2110487818717957e-01" purity="4.8823270201683044e-01" nType="0">
1929 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7157433796674013e-03" rms="4.1363725066184998e-01" purity="4.4519543647766113e-01" nType="-99"/>
1930 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1098054759204388e-03" rms="4.3726292252540588e-01" purity="5.9084093570709229e-01" nType="-99"/>
1931 </Node>
1932 </Node>
1933 </BinaryTree>
1934 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="162">
1935 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="1.2839685194194317e-02" rms="4.2915904521942139e-01" purity="5.0579768419265747e-01" nType="0">
1936 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.1666666030883789e+01" cType="1" res="9.0393992140889168e-03" rms="4.3064942955970764e-01" purity="5.0143313407897949e-01" nType="0">
1937 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7632756866514683e-03" rms="4.3147301673889160e-01" purity="5.0595849752426147e-01" nType="-99"/>
1938 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2307360321283340e-02" rms="3.8448297977447510e-01" purity="3.7844786047935486e-01" nType="-99"/>
1939 </Node>
1940 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.0583170056343079e-01" cType="1" res="5.7578369975090027e-02" rms="4.0855866670608521e-01" purity="5.5718010663986206e-01" nType="0">
1941 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3298754822462797e-03" rms="3.9722409844398499e-01" purity="3.7055537104606628e-01" nType="-99"/>
1942 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4106182157993317e-02" rms="4.1011485457420349e-01" purity="6.5566563606262207e-01" nType="-99"/>
1943 </Node>
1944 </Node>
1945 </BinaryTree>
1946 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="163">
1947 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8095172494649887e-02" cType="1" res="2.0835089962929487e-03" rms="4.2474514245986938e-01" purity="4.9846804141998291e-01" nType="0">
1948 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.8361077308654785e-01" cType="1" res="9.0016024187207222e-03" rms="4.2157134413719177e-01" purity="4.9982768297195435e-01" nType="0">
1949 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7864361442625523e-03" rms="4.2375573515892029e-01" purity="4.2976048588752747e-01" nType="-99"/>
1950 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5130571126937866e-03" rms="4.1533005237579346e-01" purity="6.5374648571014404e-01" nType="-99"/>
1951 </Node>
1952 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.9291723966598511e-01" cType="1" res="-6.6389255225658417e-02" rms="4.4925677776336670e-01" purity="4.8501098155975342e-01" nType="0">
1953 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0462203547358513e-02" rms="4.6283340454101562e-01" purity="3.2373866438865662e-01" nType="-99"/>
1954 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7270073555409908e-03" rms="4.3005317449569702e-01" purity="6.4588725566864014e-01" nType="-99"/>
1955 </Node>
1956 </Node>
1957 </BinaryTree>
1958 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="164">
1959 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1228660345077515e+00" cType="1" res="-5.9646187582984567e-04" rms="4.2796179652214050e-01" purity="4.8885622620582581e-01" nType="0">
1960 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.0668102651834488e-01" cType="1" res="3.3200043253600597e-03" rms="4.2827728390693665e-01" purity="4.8391914367675781e-01" nType="0">
1961 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9692608192563057e-03" rms="4.1700339317321777e-01" purity="4.0101984143257141e-01" nType="-99"/>
1962 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7164144925773144e-03" rms="4.4119343161582947e-01" purity="5.8907407522201538e-01" nType="-99"/>
1963 </Node>
1964 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1910500936210155e-02" cType="1" res="-6.0819085687398911e-02" rms="4.1849130392074585e-01" purity="5.6477189064025879e-01" nType="0">
1965 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8371067717671394e-02" rms="4.0180563926696777e-01" purity="5.0877207517623901e-01" nType="-99"/>
1966 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.9879246875643730e-03" rms="4.2845284938812256e-01" purity="6.1020678281784058e-01" nType="-99"/>
1967 </Node>
1968 </Node>
1969 </BinaryTree>
1970 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="165">
1971 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.4451342225074768e-01" cType="1" res="9.7677800804376602e-03" rms="4.2886981368064880e-01" purity="5.0313746929168701e-01" nType="0">
1972 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="6.1217524111270905e-02" cType="1" res="3.7618901580572128e-02" rms="4.2867952585220337e-01" purity="3.6672446131706238e-01" nType="0">
1973 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.6854233145713806e-02" rms="1.9485621154308319e-01" purity="2.2059267386794090e-02" nType="-99"/>
1974 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5115579590201378e-02" rms="4.4347187876701355e-01" purity="4.0508344769477844e-01" nType="-99"/>
1975 </Node>
1976 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="-4.4231637730263174e-04" rms="4.2848634719848633e-01" purity="5.5314582586288452e-01" nType="0">
1977 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2329198652878404e-03" rms="4.2664682865142822e-01" purity="5.5295783281326294e-01" nType="-99"/>
1978 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1492121741175652e-02" rms="4.5747137069702148e-01" purity="5.5727106332778931e-01" nType="-99"/>
1979 </Node>
1980 </Node>
1981 </BinaryTree>
1982 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="166">
1983 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.6571428298950195e+01" cType="1" res="1.4368807896971703e-03" rms="4.2125448584556580e-01" purity="5.0316172838211060e-01" nType="0">
1984 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.3523809432983398e+01" cType="1" res="1.0205730795860291e-02" rms="4.2234820127487183e-01" purity="5.0869512557983398e-01" nType="0">
1985 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0491778375580907e-03" rms="4.1928780078887939e-01" purity="4.9970626831054688e-01" nType="-99"/>
1986 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9080338999629021e-02" rms="4.4799405336380005e-01" purity="6.0371887683868408e-01" nType="-99"/>
1987 </Node>
1988 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6657114028930664e-02" cType="1" res="-3.7937965244054794e-02" rms="4.1402494907379150e-01" purity="4.7831502556800842e-01" nType="0">
1989 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8554031848907471e-02" rms="4.0172749757766724e-01" purity="4.1984531283378601e-01" nType="-99"/>
1990 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4470455721020699e-03" rms="4.2837628722190857e-01" purity="5.7371622323989868e-01" nType="-99"/>
1991 </Node>
1992 </Node>
1993 </BinaryTree>
1994 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="167">
1995 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.0544633865356445e+00" cType="1" res="1.3897313736379147e-02" rms="4.2371356487274170e-01" purity="5.1158851385116577e-01" nType="0">
1996 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.2799645960330963e-01" cType="1" res="1.8780039623379707e-02" rms="4.2749041318893433e-01" purity="4.8874247074127197e-01" nType="0">
1997 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2692320160567760e-02" rms="3.4680306911468506e-01" purity="1.9264712929725647e-01" nType="-99"/>
1998 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2075811438262463e-03" rms="4.3383762240409851e-01" purity="5.1613509654998779e-01" nType="-99"/>
1999 </Node>
2000 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.1385735273361206e-01" cType="1" res="-2.9120843857526779e-02" rms="3.8619777560234070e-01" purity="7.1286839246749878e-01" nType="0">
2001 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9815142974257469e-02" rms="4.5213222503662109e-01" purity="3.8911455869674683e-01" nType="-99"/>
2002 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7532576136291027e-03" rms="3.4650236368179321e-01" purity="8.4865808486938477e-01" nType="-99"/>
2003 </Node>
2004 </Node>
2005 </BinaryTree>
2006 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="168">
2007 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5219533145427704e-02" cType="1" res="-1.3846248388290405e-02" rms="4.2156013846397400e-01" purity="4.8762416839599609e-01" nType="0">
2008 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.9046051502227783e+00" cType="1" res="-1.8156515434384346e-02" rms="4.2019093036651611e-01" purity="4.7952851653099060e-01" nType="0">
2009 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.4948382787406445e-03" rms="4.2052176594734192e-01" purity="4.6148833632469177e-01" nType="-99"/>
2010 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4674010686576366e-02" rms="4.0910056233406067e-01" purity="7.1241861581802368e-01" nType="-99"/>
2011 </Node>
2012 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8240470439195633e-02" rms="4.3920925259590149e-01" purity="6.4838534593582153e-01" nType="-99"/>
2013 </Node>
2014 </BinaryTree>
2015 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="169">
2016 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="8.4868377447128296e-01" cType="1" res="-8.5488148033618927e-03" rms="4.1603624820709229e-01" purity="4.9374103546142578e-01" nType="0">
2017 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.2000000000000000e+01" cType="1" res="-1.6162410378456116e-02" rms="4.2362073063850403e-01" purity="4.2906740307807922e-01" nType="0">
2018 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2996326442807913e-03" rms="4.2406111955642700e-01" purity="4.4077184796333313e-01" nType="-99"/>
2019 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2616567090153694e-02" rms="4.1275230050086975e-01" purity="3.1833159923553467e-01" nType="-99"/>
2020 </Node>
2021 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.2494468092918396e-01" cType="1" res="2.1583378314971924e-02" rms="3.8307282328605652e-01" purity="7.4969863891601562e-01" nType="0">
2022 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3602277263998985e-02" rms="3.8515403866767883e-01" purity="7.2217726707458496e-01" nType="-99"/>
2023 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4412050154060125e-03" rms="3.7801709771156311e-01" purity="7.8395247459411621e-01" nType="-99"/>
2024 </Node>
2025 </Node>
2026 </BinaryTree>
2027 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="170">
2028 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="-2.1516340784728527e-03" rms="4.1691368818283081e-01" purity="5.0049000978469849e-01" nType="0">
2029 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.5255500078201294e-01" cType="1" res="-6.2429946847259998e-03" rms="4.1591444611549377e-01" purity="4.9800398945808411e-01" nType="0">
2030 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6952150985598564e-03" rms="4.1285350918769836e-01" purity="4.5404100418090820e-01" nType="-99"/>
2031 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2081916257739067e-03" rms="4.2733824253082275e-01" purity="6.8448668718338013e-01" nType="-99"/>
2032 </Node>
2033 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.6706640720367432e-01" cType="1" res="4.4811777770519257e-02" rms="4.2540785670280457e-01" purity="5.2902668714523315e-01" nType="0">
2034 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8310582265257835e-02" rms="4.3720510601997375e-01" purity="4.4996035099029541e-01" nType="-99"/>
2035 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8396991072222590e-03" rms="4.0497538447380066e-01" purity="6.4180338382720947e-01" nType="-99"/>
2036 </Node>
2037 </Node>
2038 </BinaryTree>
2039 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="171">
2040 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8087960332632065e-02" cType="1" res="-3.7433183752000332e-04" rms="4.1665890812873840e-01" purity="4.9729934334754944e-01" nType="0">
2041 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.7926548123359680e-01" cType="1" res="-6.2801027670502663e-03" rms="4.1328257322311401e-01" purity="4.8359632492065430e-01" nType="0">
2042 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.9773726388812065e-03" rms="3.9938753843307495e-01" purity="3.7796366214752197e-01" nType="-99"/>
2043 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9760392867028713e-03" rms="4.3495309352874756e-01" purity="6.6539180278778076e-01" nType="-99"/>
2044 </Node>
2045 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.7546815872192383e-01" cType="1" res="4.4290684163570404e-02" rms="4.3879199028015137e-01" purity="6.0093450546264648e-01" nType="0">
2046 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9425243139266968e-02" rms="4.3706309795379639e-01" purity="5.6462228298187256e-01" nType="-99"/>
2047 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5962195619940758e-03" rms="4.3480685353279114e-01" purity="6.7458713054656982e-01" nType="-99"/>
2048 </Node>
2049 </Node>
2050 </BinaryTree>
2051 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="172">
2052 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.4286542311310768e-02" cType="1" res="7.3212226852774620e-03" rms="4.3008971214294434e-01" purity="4.9707758426666260e-01" nType="0">
2053 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2494468092918396e-01" cType="1" res="2.5016777217388153e-02" rms="4.2814430594444275e-01" purity="4.7536575794219971e-01" nType="0">
2054 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3595668599009514e-02" rms="4.1607737541198730e-01" purity="4.1480672359466553e-01" nType="-99"/>
2055 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7541220188140869e-03" rms="4.4618409872055054e-01" purity="5.8136165142059326e-01" nType="-99"/>
2056 </Node>
2057 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.5282913446426392e-01" cType="1" res="-2.2312892600893974e-02" rms="4.3170666694641113e-01" purity="5.3343760967254639e-01" nType="0">
2058 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0618783310055733e-02" rms="3.6504900455474854e-01" purity="1.7875327169895172e-01" nType="-99"/>
2059 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2832313552498817e-03" rms="4.4865831732749939e-01" purity="6.3827866315841675e-01" nType="-99"/>
2060 </Node>
2061 </Node>
2062 </BinaryTree>
2063 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="173">
2064 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1537595987319946e-01" cType="1" res="-1.6275547677651048e-03" rms="4.2391619086265564e-01" purity="4.8285597562789917e-01" nType="0">
2065 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.6936709284782410e-01" cType="1" res="9.6487663686275482e-03" rms="4.1604939103126526e-01" purity="4.5190271735191345e-01" nType="0">
2066 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1426640711724758e-03" rms="4.0875008702278137e-01" purity="4.5141127705574036e-01" nType="-99"/>
2067 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1701708436012268e-02" rms="4.8072406649589539e-01" purity="4.5755192637443542e-01" nType="-99"/>
2068 </Node>
2069 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="2.0346119999885559e-01" cType="1" res="-4.3405126780271530e-02" rms="4.4941046833992004e-01" purity="5.9753465652465820e-01" nType="0">
2070 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3132808506488800e-02" rms="4.6650397777557373e-01" purity="4.7058793902397156e-01" nType="-99"/>
2071 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9950126558542252e-03" rms="4.3898418545722961e-01" purity="6.5868723392486572e-01" nType="-99"/>
2072 </Node>
2073 </Node>
2074 </BinaryTree>
2075 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="174">
2076 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.4000000000000000e+01" cType="1" res="2.4950359947979450e-03" rms="4.2180147767066956e-01" purity="4.9458998441696167e-01" nType="0">
2077 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.6640921831130981e+00" cType="1" res="-6.6875219345092773e-03" rms="4.1352200508117676e-01" purity="4.8675689101219177e-01" nType="0">
2078 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0469792070798576e-04" rms="4.1168975830078125e-01" purity="4.7731602191925049e-01" nType="-99"/>
2079 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0871646702289581e-02" rms="4.2813584208488464e-01" purity="5.9503358602523804e-01" nType="-99"/>
2080 </Node>
2081 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.1415531635284424e-02" cType="1" res="2.8550814837217331e-02" rms="4.4342169165611267e-01" purity="5.1681667566299438e-01" nType="0">
2082 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2509763240814209e-02" rms="4.4570153951644897e-01" purity="5.0897866487503052e-01" nType="-99"/>
2083 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.2859309837222099e-03" rms="4.3278905749320984e-01" purity="5.3770887851715088e-01" nType="-99"/>
2084 </Node>
2085 </Node>
2086 </BinaryTree>
2087 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="175">
2088 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.9849346876144409e-01" cType="1" res="1.7132386565208435e-02" rms="4.2981225252151489e-01" purity="5.1133292913436890e-01" nType="0">
2089 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.1707325726747513e-02" cType="1" res="2.1236825734376907e-02" rms="4.2969217896461487e-01" purity="5.0339680910110474e-01" nType="0">
2090 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4680491760373116e-02" rms="4.2005538940429688e-01" purity="3.8300845026969910e-01" nType="-99"/>
2091 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9931268654763699e-03" rms="4.3291944265365601e-01" purity="5.4930812120437622e-01" nType="-99"/>
2092 </Node>
2093 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6668129712343216e-02" cType="1" res="-2.6139242574572563e-02" rms="4.2869174480438232e-01" purity="5.9500050544738770e-01" nType="0">
2094 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.7902694940567017e-03" rms="4.1772562265396118e-01" purity="6.4201360940933228e-01" nType="-99"/>
2095 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7126578390598297e-02" rms="4.2553466558456421e-01" purity="5.0355303287506104e-01" nType="-99"/>
2096 </Node>
2097 </Node>
2098 </BinaryTree>
2099 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="176">
2100 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="7.4751782417297363e-01" cType="1" res="5.9511833824217319e-03" rms="4.1986200213432312e-01" purity="5.0596821308135986e-01" nType="0">
2101 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.4735199213027954e-01" cType="1" res="1.9562242086976767e-03" rms="4.2034170031547546e-01" purity="4.8911681771278381e-01" nType="0">
2102 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4113405961543322e-03" rms="4.1363358497619629e-01" purity="4.8388573527336121e-01" nType="-99"/>
2103 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.6577536314725876e-03" rms="4.5750701427459717e-01" purity="5.2158784866333008e-01" nType="-99"/>
2104 </Node>
2105 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6789000481367111e-02" rms="4.0790748596191406e-01" purity="7.5910449028015137e-01" nType="-99"/>
2106 </Node>
2107 </BinaryTree>
2108 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="177">
2109 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="8.8578796386718750e-01" cType="1" res="-1.3244062662124634e-02" rms="4.1953271627426147e-01" purity="4.8814296722412109e-01" nType="0">
2110 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.2000000000000000e+01" cType="1" res="-2.1326981484889984e-02" rms="4.2412957549095154e-01" purity="4.3023785948753357e-01" nType="0">
2111 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3159108608961105e-03" rms="4.2534935474395752e-01" purity="4.3915820121765137e-01" nType="-99"/>
2112 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7183911055326462e-02" rms="4.1058844327926636e-01" purity="3.5227254033088684e-01" nType="-99"/>
2113 </Node>
2114 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="1.2334245443344116e+00" cType="1" res="2.2102033719420433e-02" rms="3.9687982201576233e-01" purity="7.4135857820510864e-01" nType="0">
2115 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4418809674680233e-02" rms="3.9923793077468872e-01" purity="7.5517481565475464e-01" nType="-99"/>
2116 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.4653865993022919e-03" rms="3.8942587375640869e-01" purity="7.2045087814331055e-01" nType="-99"/>
2117 </Node>
2118 </Node>
2119 </BinaryTree>
2120 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="178">
2121 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0290761590003967e-01" cType="1" res="1.2430269271135330e-02" rms="4.2902350425720215e-01" purity="5.0233584642410278e-01" nType="0">
2122 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.4462286233901978e-01" cType="1" res="3.0071724206209183e-02" rms="4.3083250522613525e-01" purity="3.8652321696281433e-01" nType="0">
2123 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1912886053323746e-02" rms="4.2095726728439331e-01" purity="3.6717811226844788e-01" nType="-99"/>
2124 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.8576238378882408e-03" rms="4.8119905591011047e-01" purity="5.0740253925323486e-01" nType="-99"/>
2125 </Node>
2126 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.6191713288426399e-02" cType="1" res="1.3144213007763028e-03" rms="4.2750602960586548e-01" purity="5.7530915737152100e-01" nType="0">
2127 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2563298009335995e-03" rms="4.2634460330009460e-01" purity="5.6680375337600708e-01" nType="-99"/>
2128 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9806813523173332e-03" rms="4.2937636375427246e-01" purity="6.0514581203460693e-01" nType="-99"/>
2129 </Node>
2130 </Node>
2131 </BinaryTree>
2132 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="179">
2133 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.7925359010696411e+00" cType="1" res="-5.4882131516933441e-03" rms="4.1932293772697449e-01" purity="4.9513587355613708e-01" nType="0">
2134 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.1931616067886353e+00" cType="1" res="-9.6768029034137726e-03" rms="4.1938945651054382e-01" purity="4.8672440648078918e-01" nType="0">
2135 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7079802928492427e-03" rms="4.1742396354675293e-01" purity="4.7819530963897705e-01" nType="-99"/>
2136 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9053831696510315e-02" rms="4.4886204600334167e-01" purity="6.4025592803955078e-01" nType="-99"/>
2137 </Node>
2138 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2814951837062836e-02" rms="4.0604948997497559e-01" purity="6.8847978115081787e-01" nType="-99"/>
2139 </Node>
2140 </BinaryTree>
2141 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="180">
2142 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="-4.3226694688200951e-03" rms="4.2284005880355835e-01" purity="4.9141198396682739e-01" nType="0">
2143 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.0938602983951569e-02" cType="1" res="-1.0631113313138485e-02" rms="4.2135146260261536e-01" purity="4.8770922422409058e-01" nType="0">
2144 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.4277894087135792e-03" rms="4.1536718606948853e-01" purity="4.5942956209182739e-01" nType="-99"/>
2145 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.0538655854761600e-03" rms="4.4297701120376587e-01" purity="6.0317182540893555e-01" nType="-99"/>
2146 </Node>
2147 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.4236324429512024e-01" cType="1" res="6.7367106676101685e-02" rms="4.3299296498298645e-01" purity="5.3349071741104126e-01" nType="0">
2148 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7279263138771057e-02" rms="4.2115968465805054e-01" purity="4.3946918845176697e-01" nType="-99"/>
2149 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4871661812067032e-03" rms="4.3515411019325256e-01" purity="6.0199779272079468e-01" nType="-99"/>
2150 </Node>
2151 </Node>
2152 </BinaryTree>
2153 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="181">
2154 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="5.9273503720760345e-03" rms="4.1693782806396484e-01" purity="5.1069575548171997e-01" nType="0">
2155 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2608798742294312e-01" cType="1" res="2.2560674697160721e-02" rms="4.1046759486198425e-01" purity="5.1919567584991455e-01" nType="0">
2156 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2683736858889461e-03" rms="3.9962694048881531e-01" purity="3.7841415405273438e-01" nType="-99"/>
2157 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0358877480030060e-02" rms="4.2051735520362854e-01" purity="6.6446679830551147e-01" nType="-99"/>
2158 </Node>
2159 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.8862575292587280e-01" cType="1" res="-1.4799133874475956e-02" rms="4.2395016551017761e-01" purity="5.0010424852371216e-01" nType="0">
2160 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4823004603385925e-03" rms="4.2180788516998291e-01" purity="5.0011581182479858e-01" nType="-99"/>
2161 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7228208258748055e-02" rms="4.3413436412811279e-01" purity="4.9998712539672852e-01" nType="-99"/>
2162 </Node>
2163 </Node>
2164 </BinaryTree>
2165 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="182">
2166 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.9857143402099609e+01" cType="1" res="1.0335403494536877e-02" rms="4.2194661498069763e-01" purity="5.0413388013839722e-01" nType="0">
2167 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.5992544889450073e-01" cType="1" res="1.4265213161706924e-02" rms="4.2237746715545654e-01" purity="5.0959622859954834e-01" nType="0">
2168 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1982011385262012e-03" rms="4.2119520902633667e-01" purity="4.7466531395912170e-01" nType="-99"/>
2169 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3088317587971687e-02" rms="4.2756259441375732e-01" purity="7.2449576854705811e-01" nType="-99"/>
2170 </Node>
2171 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8730225041508675e-02" rms="4.0346217155456543e-01" purity="3.8687658309936523e-01" nType="-99"/>
2172 </Node>
2173 </BinaryTree>
2174 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="183">
2175 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="6.7507195472717285e-01" cType="1" res="3.9922376163303852e-03" rms="4.1990229487419128e-01" purity="5.0290161371231079e-01" nType="0">
2176 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.4732365012168884e-01" cType="1" res="-6.0155331157147884e-03" rms="4.1917806863784790e-01" purity="4.4973173737525940e-01" nType="0">
2177 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1827024864032865e-03" rms="4.1515338420867920e-01" purity="4.5716017484664917e-01" nType="-99"/>
2178 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8648324310779572e-02" rms="4.4557750225067139e-01" purity="3.6816710233688354e-01" nType="-99"/>
2179 </Node>
2180 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.8761891126632690e-01" cType="1" res="4.5941371470689774e-02" rms="4.2033991217613220e-01" purity="7.2577142715454102e-01" nType="0">
2181 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4364719167351723e-02" rms="4.4467347860336304e-01" purity="5.6764167547225952e-01" nType="-99"/>
2182 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9607698544859886e-02" rms="4.0818962454795837e-01" purity="7.6110887527465820e-01" nType="-99"/>
2183 </Node>
2184 </Node>
2185 </BinaryTree>
2186 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="184">
2187 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4255088567733765e+00" cType="1" res="1.6005827113986015e-02" rms="4.2708411812782288e-01" purity="5.1544076204299927e-01" nType="0">
2188 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.4204095602035522e-01" cType="1" res="2.2559963166713715e-02" rms="4.2545425891876221e-01" purity="5.0778663158416748e-01" nType="0">
2189 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3260839041322470e-03" rms="4.2140138149261475e-01" purity="3.3296450972557068e-01" nType="-99"/>
2190 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2889377772808075e-02" rms="4.2782667279243469e-01" purity="6.9230890274047852e-01" nType="-99"/>
2191 </Node>
2192 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.0945935845375061e-01" cType="1" res="-5.3066030144691467e-02" rms="4.3797355890274048e-01" purity="5.9610468149185181e-01" nType="0">
2193 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6945939287543297e-02" rms="4.4686335325241089e-01" purity="3.7588721513748169e-01" nType="-99"/>
2194 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.1975379250943661e-03" rms="4.3108788132667542e-01" purity="6.9336789846420288e-01" nType="-99"/>
2195 </Node>
2196 </Node>
2197 </BinaryTree>
2198 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="185">
2199 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="2.0319867134094238e-01" cType="1" res="1.8432663055136800e-03" rms="4.2153525352478027e-01" purity="5.0448417663574219e-01" nType="0">
2200 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="-6.0904952697455883e-03" rms="4.1409045457839966e-01" purity="4.3057715892791748e-01" nType="0">
2201 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2080505043268204e-03" rms="4.1308167576789856e-01" purity="4.2517048120498657e-01" nType="-99"/>
2202 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4301220886409283e-02" rms="4.2075476050376892e-01" purity="4.9211370944976807e-01" nType="-99"/>
2203 </Node>
2204 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.5461380481719971e+00" cType="1" res="2.1593267098069191e-02" rms="4.3889829516410828e-01" purity="6.8846535682678223e-01" nType="0">
2205 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.9608242958784103e-03" rms="4.4205498695373535e-01" purity="6.8448674678802490e-01" nType="-99"/>
2206 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2397259473800659e-02" rms="4.1497007012367249e-01" purity="7.1087378263473511e-01" nType="-99"/>
2207 </Node>
2208 </Node>
2209 </BinaryTree>
2210 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="186">
2211 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="4.3808487057685852e-01" cType="1" res="-3.3780883532017469e-03" rms="4.1882130503654480e-01" purity="4.9245163798332214e-01" nType="0">
2212 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.6640257835388184e-01" cType="1" res="-2.2929457947611809e-02" rms="4.1567397117614746e-01" purity="3.5487052798271179e-01" nType="0">
2213 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6715271174907684e-02" rms="3.3699575066566467e-01" purity="1.6022409498691559e-01" nType="-99"/>
2214 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8143949564546347e-03" rms="4.3382495641708374e-01" purity="4.0931403636932373e-01" nType="-99"/>
2215 </Node>
2216 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.6148075237870216e-02" cType="1" res="1.7708728089928627e-02" rms="4.2117342352867126e-01" purity="6.4083760976791382e-01" nType="0">
2217 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.3784277774393559e-03" rms="4.2398774623870850e-01" purity="6.3230925798416138e-01" nType="-99"/>
2218 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3394216336309910e-03" rms="4.0948989987373352e-01" purity="6.7047441005706787e-01" nType="-99"/>
2219 </Node>
2220 </Node>
2221 </BinaryTree>
2222 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="187">
2223 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="-6.0524297878146172e-03" rms="4.1937214136123657e-01" purity="4.8835149407386780e-01" nType="0">
2224 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.0847260951995850e+00" cType="1" res="-1.4231614768505096e-02" rms="4.1482800245285034e-01" purity="4.7623217105865479e-01" nType="0">
2225 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.7894219644367695e-03" rms="4.1276359558105469e-01" purity="4.4290682673454285e-01" nType="-99"/>
2226 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6010089144110680e-03" rms="4.2680799961090088e-01" purity="7.2287589311599731e-01" nType="-99"/>
2227 </Node>
2228 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.0212259292602539e-01" cType="1" res="1.3917885720729828e-02" rms="4.2961177229881287e-01" purity="5.1794207096099854e-01" nType="0">
2229 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1240488169714808e-04" rms="4.2948701977729797e-01" purity="4.7756642103195190e-01" nType="-99"/>
2230 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0353779196739197e-02" rms="4.2362534999847412e-01" purity="7.3803180456161499e-01" nType="-99"/>
2231 </Node>
2232 </Node>
2233 </BinaryTree>
2234 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="188">
2235 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4507252871990204e-01" cType="1" res="7.4067697860300541e-03" rms="4.1910767555236816e-01" purity="5.0978767871856689e-01" nType="0">
2236 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.7521733045578003e-01" cType="1" res="-1.3346100226044655e-02" rms="3.7395659089088440e-01" purity="2.3417040705680847e-01" nType="0">
2237 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1506034992635250e-02" rms="3.4884110093116760e-01" purity="1.7684471607208252e-01" nType="-99"/>
2238 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8219666555523872e-02" rms="4.5682638883590698e-01" purity="4.8266610503196716e-01" nType="-99"/>
2239 </Node>
2240 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.3853586912155151e-01" cType="1" res="1.7677584663033485e-02" rms="4.3937936425209045e-01" purity="6.4619350433349609e-01" nType="0">
2241 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.9861022531986237e-03" rms="4.6391129493713379e-01" purity="5.5572050809860229e-01" nType="-99"/>
2242 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8743502227589488e-04" rms="4.1087454557418823e-01" purity="7.4228048324584961e-01" nType="-99"/>
2243 </Node>
2244 </Node>
2245 </BinaryTree>
2246 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="189">
2247 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7903034090995789e-01" cType="1" res="7.6200556941330433e-03" rms="4.2067217826843262e-01" purity="5.0746685266494751e-01" nType="0">
2248 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.0501533150672913e-01" cType="1" res="-1.4226534403860569e-02" rms="4.1240924596786499e-01" purity="3.9015337824821472e-01" nType="0">
2249 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2584492368623614e-04" rms="3.9876934885978699e-01" purity="3.5527390241622925e-01" nType="-99"/>
2250 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5314497984945774e-02" rms="4.4873028993606567e-01" purity="4.9913692474365234e-01" nType="-99"/>
2251 </Node>
2252 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.1689113378524780e+00" cType="1" res="4.1318308562040329e-02" rms="4.3094238638877869e-01" purity="6.8842232227325439e-01" nType="0">
2253 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3747297227382660e-02" rms="4.2905831336975098e-01" purity="6.8448668718338013e-01" nType="-99"/>
2254 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0533333988860250e-03" rms="4.3450188636779785e-01" purity="7.0228326320648193e-01" nType="-99"/>
2255 </Node>
2256 </Node>
2257 </BinaryTree>
2258 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="190">
2259 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.8631526231765747e-01" cType="1" res="9.9742850288748741e-03" rms="4.2389032244682312e-01" purity="5.1039958000183105e-01" nType="0">
2260 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.6165505051612854e-01" cType="1" res="3.7648752331733704e-02" rms="4.2811450362205505e-01" purity="3.9855226874351501e-01" nType="0">
2261 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8203940019011497e-03" rms="3.9997842907905579e-01" purity="2.8150326013565063e-01" nType="-99"/>
2262 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9103758037090302e-02" rms="4.6706902980804443e-01" purity="5.9174513816833496e-01" nType="-99"/>
2263 </Node>
2264 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="1.2614536285400391e+00" cType="1" res="-4.9223601818084717e-03" rms="4.2084622383117676e-01" purity="5.7060486078262329e-01" nType="0">
2265 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0483386255800724e-03" rms="4.2582899332046509e-01" purity="5.3856337070465088e-01" nType="-99"/>
2266 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1366115659475327e-02" rms="3.7518998980522156e-01" purity="8.0050706863403320e-01" nType="-99"/>
2267 </Node>
2268 </Node>
2269 </BinaryTree>
2270 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="191">
2271 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="7.0142418146133423e-01" cType="1" res="7.7930772677063942e-03" rms="4.2011335492134094e-01" purity="5.1418846845626831e-01" nType="0">
2272 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.6712771058082581e-01" cType="1" res="1.2502711266279221e-02" rms="4.1935813426971436e-01" purity="4.8001292347908020e-01" nType="0">
2273 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.5055110240355134e-04" rms="4.1220152378082275e-01" purity="4.1458156704902649e-01" nType="-99"/>
2274 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1150959879159927e-02" rms="4.3758016824722290e-01" purity="6.6597145795822144e-01" nType="-99"/>
2275 </Node>
2276 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.7607997655868530e-01" cType="1" res="-1.5955820679664612e-02" rms="4.2310318350791931e-01" purity="6.8652272224426270e-01" nType="0">
2277 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7081288397312164e-02" rms="4.3390747904777527e-01" purity="5.7206767797470093e-01" nType="-99"/>
2278 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.4202952198684216e-03" rms="4.1185694932937622e-01" purity="7.3927325010299683e-01" nType="-99"/>
2279 </Node>
2280 </Node>
2281 </BinaryTree>
2282 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="192">
2283 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="9.5241507515311241e-03" cType="1" res="-5.5143696954473853e-04" rms="4.1951930522918701e-01" purity="5.0139355659484863e-01" nType="0">
2284 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.1909515857696533e+00" cType="1" res="1.7360320314764977e-02" rms="4.1429674625396729e-01" purity="4.8540589213371277e-01" nType="0">
2285 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.4390343613922596e-03" rms="4.1436263918876648e-01" purity="4.7060328722000122e-01" nType="-99"/>
2286 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.7366152331233025e-03" rms="4.0977045893669128e-01" purity="6.2436079978942871e-01" nType="-99"/>
2287 </Node>
2288 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.6000000000000000e+01" cType="1" res="-2.0705848932266235e-02" rms="4.2441624402999878e-01" purity="5.1938289403915405e-01" nType="0">
2289 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0090889669954777e-03" rms="4.2432135343551636e-01" purity="5.2875441312789917e-01" nType="-99"/>
2290 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9838088899850845e-02" rms="4.1513273119926453e-01" purity="3.6924597620964050e-01" nType="-99"/>
2291 </Node>
2292 </Node>
2293 </BinaryTree>
2294 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="193">
2295 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.3332664519548416e-02" cType="1" res="-4.4889170676469803e-03" rms="4.1452524065971375e-01" purity="5.0093358755111694e-01" nType="0">
2296 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.8688911199569702e-01" cType="1" res="-1.5986021608114243e-02" rms="4.1003140807151794e-01" purity="4.7283461689949036e-01" nType="0">
2297 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.5388951227068901e-03" rms="4.0308898687362671e-01" purity="3.8266545534133911e-01" nType="-99"/>
2298 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1130621898919344e-03" rms="4.2510265111923218e-01" purity="6.8722623586654663e-01" nType="-99"/>
2299 </Node>
2300 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.9078699946403503e-01" cType="1" res="4.6787410974502563e-02" rms="4.3027693033218384e-01" purity="6.2625300884246826e-01" nType="0">
2301 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1691577509045601e-02" rms="4.4071280956268311e-01" purity="5.7102560997009277e-01" nType="-99"/>
2302 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0031081037595868e-03" rms="4.1058808565139771e-01" purity="6.9968289136886597e-01" nType="-99"/>
2303 </Node>
2304 </Node>
2305 </BinaryTree>
2306 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="194">
2307 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="8.6023844778537750e-03" rms="4.2020061612129211e-01" purity="5.1078665256500244e-01" nType="0">
2308 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.7602825798094273e-03" cType="1" res="-6.3192253001034260e-03" rms="4.1033309698104858e-01" purity="4.6133083105087280e-01" nType="0">
2309 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5064816921949387e-02" rms="3.8392320275306702e-01" purity="4.0055769681930542e-01" nType="-99"/>
2310 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8568959571421146e-03" rms="4.2041310667991638e-01" purity="4.8930457234382629e-01" nType="-99"/>
2311 </Node>
2312 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.3782001733779907e+00" cType="1" res="1.6856526955962181e-02" rms="4.2533591389656067e-01" purity="5.3814393281936646e-01" nType="0">
2313 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6898081675171852e-03" rms="4.2478767037391663e-01" purity="5.3948563337326050e-01" nType="-99"/>
2314 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3415312170982361e-02" rms="4.2420563101768494e-01" purity="5.0778222084045410e-01" nType="-99"/>
2315 </Node>
2316 </Node>
2317 </BinaryTree>
2318 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="195">
2319 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5731425285339355e-01" cType="1" res="5.4021836258471012e-03" rms="4.1303628683090210e-01" purity="5.1257789134979248e-01" nType="0">
2320 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.4046795368194580e-01" cType="1" res="-2.3060536477714777e-03" rms="4.0700772404670715e-01" purity="4.7840738296508789e-01" nType="0">
2321 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1491432562470436e-03" rms="4.0165206789970398e-01" purity="4.8009285330772400e-01" nType="-99"/>
2322 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1316731125116348e-02" rms="4.5102053880691528e-01" purity="4.5704677700996399e-01" nType="-99"/>
2323 </Node>
2324 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1907449923455715e-02" cType="1" res="4.1328072547912598e-02" rms="4.3826082348823547e-01" purity="6.7183697223663330e-01" nType="0">
2325 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8268658313900232e-03" rms="4.3802595138549805e-01" purity="6.2145251035690308e-01" nType="-99"/>
2326 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7484826967120171e-02" rms="4.3648549914360046e-01" purity="7.1291798353195190e-01" nType="-99"/>
2327 </Node>
2328 </Node>
2329 </BinaryTree>
2330 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="196">
2331 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0475562214851379e-02" cType="1" res="-5.1526781171560287e-03" rms="4.1265609860420227e-01" purity="5.0557905435562134e-01" nType="0">
2332 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.5721877813339233e+00" cType="1" res="-1.1729496531188488e-02" rms="4.1006320714950562e-01" purity="4.9159032106399536e-01" nType="0">
2333 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2781974188983440e-03" rms="4.0948039293289185e-01" purity="4.7417888045310974e-01" nType="-99"/>
2334 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2351064942777157e-02" rms="4.1450563073158264e-01" purity="7.5257855653762817e-01" nType="-99"/>
2335 </Node>
2336 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.8473017215728760e-01" cType="1" res="5.5689860135316849e-02" rms="4.3118149042129517e-01" purity="6.3498908281326294e-01" nType="0">
2337 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3795071989297867e-02" rms="4.3823805451393127e-01" purity="5.7063585519790649e-01" nType="-99"/>
2338 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.4734596312046051e-03" rms="4.2529150843620300e-01" purity="6.7468696832656860e-01" nType="-99"/>
2339 </Node>
2340 </Node>
2341 </BinaryTree>
2342 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="197">
2343 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="9.2639094218611717e-03" rms="4.2010563611984253e-01" purity="5.1418656110763550e-01" nType="0">
2344 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="6.1292922496795654e-01" cType="1" res="3.2921910285949707e-02" rms="3.9692071080207825e-01" purity="4.7184699773788452e-01" nType="0">
2345 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4181717783212662e-03" rms="4.1674789786338806e-01" purity="3.2811659574508667e-01" nType="-99"/>
2346 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0260365679860115e-02" rms="3.5453873872756958e-01" purity="7.3393911123275757e-01" nType="-99"/>
2347 </Node>
2348 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.3041670322418213e-01" cType="1" res="3.1484065111726522e-03" rms="4.2567980289459229e-01" purity="5.2513116598129272e-01" nType="0">
2349 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0202036937698722e-03" rms="4.2440858483314514e-01" purity="4.8621031641960144e-01" nType="-99"/>
2350 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.0697268024086952e-03" rms="4.2994949221611023e-01" purity="6.9909268617630005e-01" nType="-99"/>
2351 </Node>
2352 </Node>
2353 </BinaryTree>
2354 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="198">
2355 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1356766857206821e-03" cType="1" res="-4.2592892423272133e-03" rms="4.1634291410446167e-01" purity="5.0438910722732544e-01" nType="0">
2356 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4755331277847290e-01" cType="1" res="-2.2346904501318932e-02" rms="4.0676286816596985e-01" purity="4.5892378687858582e-01" nType="0">
2357 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.5835151150822639e-03" rms="4.0965035557746887e-01" purity="3.7527135014533997e-01" nType="-99"/>
2358 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6292467527091503e-03" rms="3.9347881078720093e-01" purity="7.4862200021743774e-01" nType="-99"/>
2359 </Node>
2360 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.1754589229822159e-03" cType="1" res="9.9309524521231651e-03" rms="4.2316627502441406e-01" purity="5.4005795717239380e-01" nType="0">
2361 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5286446548998356e-02" rms="4.3984481692314148e-01" purity="4.5899847149848938e-01" nType="-99"/>
2362 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1300913756713271e-03" rms="4.2066860198974609e-01" purity="5.5032122135162354e-01" nType="-99"/>
2363 </Node>
2364 </Node>
2365 </BinaryTree>
2366 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="199">
2367 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.8743163347244263e-01" cType="1" res="3.9195027202367783e-03" rms="4.2023631930351257e-01" purity="5.0355887413024902e-01" nType="0">
2368 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.8485682606697083e-01" cType="1" res="8.3170169964432716e-03" rms="4.1521808505058289e-01" purity="4.9283742904663086e-01" nType="0">
2369 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8559938548132777e-04" rms="4.1269439458847046e-01" purity="4.6147775650024414e-01" nType="-99"/>
2370 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5329410322010517e-02" rms="4.3043559789657593e-01" purity="7.3446869850158691e-01" nType="-99"/>
2371 </Node>
2372 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.5723111629486084e+00" cType="1" res="-2.9154041782021523e-02" rms="4.5485249161720276e-01" purity="5.8419430255889893e-01" nType="0">
2373 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0934281870722771e-02" rms="4.6678417921066284e-01" purity="4.6691450476646423e-01" nType="-99"/>
2374 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4692233875393867e-02" rms="4.2242446541786194e-01" purity="7.6308935880661011e-01" nType="-99"/>
2375 </Node>
2376 </Node>
2377 </BinaryTree>
2378 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="200">
2379 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4579542875289917e-01" cType="1" res="3.4676893392315833e-06" rms="4.1667911410331726e-01" purity="5.0287854671478271e-01" nType="0">
2380 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0490462929010391e-01" cType="1" res="-2.7161939069628716e-02" rms="3.6563640832901001e-01" purity="2.1566827595233917e-01" nType="0">
2381 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8068341305479407e-03" rms="3.6297476291656494e-01" purity="2.1462100744247437e-01" nType="-99"/>
2382 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2393399849534035e-02" rms="3.6383476853370667e-01" purity="2.1737468242645264e-01" nType="-99"/>
2383 </Node>
2384 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.8702774643898010e-01" cType="1" res="1.3620724901556969e-02" rms="4.3941172957420349e-01" purity="6.4684903621673584e-01" nType="0">
2385 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2524575926363468e-02" rms="4.5578119158744812e-01" purity="5.6057131290435791e-01" nType="-99"/>
2386 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1248790435492992e-03" rms="4.2912957072257996e-01" purity="6.9143563508987427e-01" nType="-99"/>
2387 </Node>
2388 </Node>
2389 </BinaryTree>
2390 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="201">
2391 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.9947861433029175e-01" cType="1" res="9.8982248455286026e-03" rms="4.1878053545951843e-01" purity="5.1768326759338379e-01" nType="0">
2392 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.8177915811538696e-01" cType="1" res="-1.0377403348684311e-02" rms="4.1259315609931946e-01" purity="3.8169965147972107e-01" nType="0">
2393 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.8651262447237968e-03" rms="3.8374564051628113e-01" purity="2.7750349044799805e-01" nType="-99"/>
2394 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.1499161161482334e-03" rms="4.5922324061393738e-01" purity="5.7183510065078735e-01" nType="-99"/>
2395 </Node>
2396 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.7000000000000000e+01" cType="1" res="2.8192264959216118e-02" rms="4.2345345020294189e-01" purity="6.4037686586380005e-01" nType="0">
2397 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1495780199766159e-02" rms="4.1501560807228088e-01" purity="6.5201997756958008e-01" nType="-99"/>
2398 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2735997810959816e-03" rms="4.3314555287361145e-01" purity="6.2594300508499146e-01" nType="-99"/>
2399 </Node>
2400 </Node>
2401 </BinaryTree>
2402 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="202">
2403 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.2452294826507568e-01" cType="1" res="5.3513227030634880e-03" rms="4.3007493019104004e-01" purity="5.0638014078140259e-01" nType="0">
2404 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="7.4900977313518524e-02" cType="1" res="2.3518150672316551e-02" rms="4.1246932744979858e-01" purity="3.2159319519996643e-01" nType="0">
2405 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5000311657786369e-02" rms="3.2347753643989563e-01" purity="1.3665479421615601e-01" nType="-99"/>
2406 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1750034987926483e-02" rms="4.3610051274299622e-01" purity="3.8296860456466675e-01" nType="-99"/>
2407 </Node>
2408 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.2908052802085876e-01" cType="1" res="-1.0593489743769169e-02" rms="4.4434189796447754e-01" purity="6.6856545209884644e-01" nType="0">
2409 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1813216842710972e-02" rms="4.4496318697929382e-01" purity="6.6255736351013184e-01" nType="-99"/>
2410 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6916465079411864e-04" rms="4.4333955645561218e-01" purity="6.7114913463592529e-01" nType="-99"/>
2411 </Node>
2412 </Node>
2413 </BinaryTree>
2414 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="203">
2415 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="6.7237073183059692e-01" cType="1" res="-2.1078342571854591e-02" rms="4.1698202490806580e-01" purity="4.7747936844825745e-01" nType="0">
2416 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.0763713121414185e-01" cType="1" res="-3.3303089439868927e-02" rms="4.1898247599601746e-01" purity="3.8393470644950867e-01" nType="0">
2417 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.9581631794571877e-03" rms="4.0771967172622681e-01" purity="3.5298275947570801e-01" nType="-99"/>
2418 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9001686945557594e-02" rms="4.5763194561004639e-01" purity="5.0568759441375732e-01" nType="-99"/>
2419 </Node>
2420 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.7000000000000000e+01" cType="1" res="8.2265743985772133e-03" rms="4.1066789627075195e-01" purity="7.0172280073165894e-01" nType="0">
2421 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.3310261145234108e-03" rms="3.9960637688636780e-01" purity="7.1157115697860718e-01" nType="-99"/>
2422 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0769126974046230e-03" rms="4.2073932290077209e-01" purity="6.9114089012145996e-01" nType="-99"/>
2423 </Node>
2424 </Node>
2425 </BinaryTree>
2426 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="204">
2427 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7619392871856689e-01" cType="1" res="6.7721051163971424e-03" rms="4.2161172628402710e-01" purity="5.0943046808242798e-01" nType="0">
2428 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="1.7087334766983986e-02" rms="4.2663964629173279e-01" purity="4.2777562141418457e-01" nType="0">
2429 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4292028285562992e-03" rms="4.0433928370475769e-01" purity="3.7504300475120544e-01" nType="-99"/>
2430 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.5101678743958473e-03" rms="4.4018840789794922e-01" purity="4.6399644017219543e-01" nType="-99"/>
2431 </Node>
2432 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1890896596014500e-02" cType="1" res="-1.3135857880115509e-02" rms="4.1100320219993591e-01" purity="6.6702085733413696e-01" nType="0">
2433 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7837939085438848e-03" rms="4.2219802737236023e-01" purity="6.5492033958435059e-01" nType="-99"/>
2434 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2405176647007465e-02" rms="3.9311546087265015e-01" purity="6.8402504920959473e-01" nType="-99"/>
2435 </Node>
2436 </Node>
2437 </BinaryTree>
2438 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="205">
2439 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1209276914596558e+00" cType="1" res="-1.8744161352515221e-03" rms="4.2094007134437561e-01" purity="4.9910980463027954e-01" nType="0">
2440 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.2901092916727066e-02" cType="1" res="-6.9416323676705360e-03" rms="4.2156371474266052e-01" purity="4.8138535022735596e-01" nType="0">
2441 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.2926771827042103e-03" rms="4.1091629862785339e-01" purity="3.7106439471244812e-01" nType="-99"/>
2442 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.8549633249640465e-03" rms="4.2597565054893494e-01" purity="5.3682327270507812e-01" nType="-99"/>
2443 </Node>
2444 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1869215406477451e-02" cType="1" res="5.4353047162294388e-02" rms="4.0977311134338379e-01" purity="6.9578605890274048e-01" nType="0">
2445 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2567484527826309e-02" rms="3.9339649677276611e-01" purity="7.1168071031570435e-01" nType="-99"/>
2446 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2000909820199013e-03" rms="4.2458936572074890e-01" purity="6.7860913276672363e-01" nType="-99"/>
2447 </Node>
2448 </Node>
2449 </BinaryTree>
2450 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="206">
2451 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8095436990261078e-02" cType="1" res="-1.8624223303049803e-03" rms="4.1943320631980896e-01" purity="4.9539154767990112e-01" nType="0">
2452 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="7.9824250936508179e-01" cType="1" res="-6.6911187022924423e-03" rms="4.1607975959777832e-01" purity="4.8216775059700012e-01" nType="0">
2453 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4949930161237717e-03" rms="4.1790744662284851e-01" purity="4.0923318266868591e-01" nType="-99"/>
2454 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.1098927184939384e-03" rms="4.0789943933486938e-01" purity="7.3266220092773438e-01" nType="-99"/>
2455 </Node>
2456 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3940499126911163e-01" cType="1" res="3.4189853817224503e-02" rms="4.4200649857521057e-01" purity="5.9412378072738647e-01" nType="0">
2457 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5743646547198296e-02" rms="4.4578757882118225e-01" purity="4.6091586351394653e-01" nType="-99"/>
2458 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3062359541654587e-03" rms="4.3416404724121094e-01" purity="6.8448668718338013e-01" nType="-99"/>
2459 </Node>
2460 </Node>
2461 </BinaryTree>
2462 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="207">
2463 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.1000000000000000e+01" cType="1" res="7.8440578654408455e-03" rms="4.2370909452438354e-01" purity="5.0873005390167236e-01" nType="0">
2464 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0469214320182800e-02" cType="1" res="1.4900850132107735e-02" rms="4.2534270882606506e-01" purity="5.1715773344039917e-01" nType="0">
2465 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7035218924283981e-03" rms="4.2427253723144531e-01" purity="5.1460170745849609e-01" nType="-99"/>
2466 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2435104697942734e-02" rms="4.3233525753021240e-01" purity="5.4631781578063965e-01" nType="-99"/>
2467 </Node>
2468 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7436660528182983e-01" cType="1" res="-4.8002507537603378e-02" rms="4.0625077486038208e-01" purity="4.4203466176986694e-01" nType="0">
2469 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2746326401829720e-02" rms="3.9042249321937561e-01" purity="3.2835316658020020e-01" nType="-99"/>
2470 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.4929708130657673e-03" rms="4.2525097727775574e-01" purity="6.5255719423294067e-01" nType="-99"/>
2471 </Node>
2472 </Node>
2473 </BinaryTree>
2474 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="208">
2475 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7485818862915039e-01" cType="1" res="1.6562163364142179e-03" rms="4.2517733573913574e-01" purity="4.9333903193473816e-01" nType="0">
2476 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4101780354976654e-01" cType="1" res="1.0513750836253166e-02" rms="4.2659315466880798e-01" purity="4.1215610504150391e-01" nType="0">
2477 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.4356403201818466e-03" rms="3.3579239249229431e-01" purity="1.4992348849773407e-01" nType="-99"/>
2478 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.3008735887706280e-03" rms="4.7012928128242493e-01" purity="5.6311613321304321e-01" nType="-99"/>
2479 </Node>
2480 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="-1.6001945361495018e-02" rms="4.2178598046302795e-01" purity="6.5518319606781006e-01" nType="0">
2481 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.4277448952198029e-03" rms="4.2060634493827820e-01" purity="6.4154970645904541e-01" nType="-99"/>
2482 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7608774825930595e-02" rms="4.1801190376281738e-01" purity="7.2114783525466919e-01" nType="-99"/>
2483 </Node>
2484 </Node>
2485 </BinaryTree>
2486 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="209">
2487 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="-2.9108764138072729e-03" rms="4.1371035575866699e-01" purity="5.0586974620819092e-01" nType="0">
2488 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="8.0707663297653198e-01" cType="1" res="2.4380067363381386e-02" rms="4.0750545263290405e-01" purity="5.0359791517257690e-01" nType="0">
2489 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0577410459518433e-02" rms="4.0394786000251770e-01" purity="4.7998613119125366e-01" nType="-99"/>
2490 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4467827044427395e-02" rms="4.2141109704971313e-01" purity="6.5533787012100220e-01" nType="-99"/>
2491 </Node>
2492 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6428571701049805e+01" cType="1" res="-2.0310558378696442e-02" rms="4.1668620705604553e-01" purity="5.0731813907623291e-01" nType="0">
2493 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9698631018400192e-02" rms="4.0885964035987854e-01" purity="4.5198053121566772e-01" nType="-99"/>
2494 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3443910283967853e-03" rms="4.1773101687431335e-01" purity="5.2361416816711426e-01" nType="-99"/>
2495 </Node>
2496 </Node>
2497 </BinaryTree>
2498 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="210">
2499 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1905069462954998e-02" cType="1" res="-3.1484786886721849e-03" rms="4.1998255252838135e-01" purity="4.9748095870018005e-01" nType="0">
2500 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.0616229772567749e+00" cType="1" res="-2.2879283875226974e-02" rms="4.1475525498390198e-01" purity="4.2648839950561523e-01" nType="0">
2501 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.4250522777438164e-03" rms="4.1322109103202820e-01" purity="3.9957961440086365e-01" nType="-99"/>
2502 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2442182749509811e-02" rms="4.2463201284408569e-01" purity="7.2169321775436401e-01" nType="-99"/>
2503 </Node>
2504 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.3092605173587799e-01" cType="1" res="2.0146410912275314e-02" rms="4.2489370703697205e-01" purity="5.8129733800888062e-01" nType="0">
2505 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3165601994842291e-03" rms="4.1276878118515015e-01" purity="4.5882365107536316e-01" nType="-99"/>
2506 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0278359986841679e-02" rms="4.3363019824028015e-01" purity="6.8309795856475830e-01" nType="-99"/>
2507 </Node>
2508 </Node>
2509 </BinaryTree>
2510 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="211">
2511 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8088623434305191e-02" cType="1" res="-1.4063351787626743e-02" rms="4.1611450910568237e-01" purity="4.8932147026062012e-01" nType="0">
2512 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.7891783714294434e-01" cType="1" res="-8.1233819946646690e-03" rms="4.1379311680793762e-01" purity="4.8738166689872742e-01" nType="0">
2513 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.7149408385157585e-03" rms="4.0119701623916626e-01" purity="3.8342756032943726e-01" nType="-99"/>
2514 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1507906969636679e-03" rms="4.3392154574394226e-01" purity="6.6663777828216553e-01" nType="-99"/>
2515 </Node>
2516 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6904762268066406e+01" cType="1" res="-6.8339876830577850e-02" rms="4.3299725651741028e-01" purity="5.0704628229141235e-01" nType="0">
2517 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.4694806933403015e-03" rms="4.1346895694732666e-01" purity="5.4681050777435303e-01" nType="-99"/>
2518 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4063410013914108e-02" rms="4.5235437154769897e-01" purity="4.4932076334953308e-01" nType="-99"/>
2519 </Node>
2520 </Node>
2521 </BinaryTree>
2522 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="212">
2523 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.4539096951484680e-01" cType="1" res="1.3031828217208385e-02" rms="4.2065137624740601e-01" purity="5.0938844680786133e-01" nType="0">
2524 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.1074200049042702e-02" cType="1" res="2.2853303700685501e-02" rms="4.1720464825630188e-01" purity="4.8923799395561218e-01" nType="0">
2525 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1818378232419491e-02" rms="3.4162032604217529e-01" purity="2.9191553592681885e-01" nType="-99"/>
2526 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.8715413585305214e-03" rms="4.2874327301979065e-01" purity="5.2514779567718506e-01" nType="-99"/>
2527 </Node>
2528 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.8127708435058594e-01" cType="1" res="-2.7712246403098106e-02" rms="4.3228182196617126e-01" purity="5.9298211336135864e-01" nType="0">
2529 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6780787855386734e-02" rms="4.5283520221710205e-01" purity="4.3449875712394714e-01" nType="-99"/>
2530 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1537877144291997e-03" rms="4.1980618238449097e-01" purity="6.5290272235870361e-01" nType="-99"/>
2531 </Node>
2532 </Node>
2533 </BinaryTree>
2534 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="213">
2535 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3053590953350067e-01" cType="1" res="-1.6052996506914496e-03" rms="4.2092117667198181e-01" purity="4.9778056144714355e-01" nType="0">
2536 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="4.2889830470085144e-01" cType="1" res="1.2285027652978897e-02" rms="4.0248104929924011e-01" purity="4.2186540365219116e-01" nType="0">
2537 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0850491710007191e-03" rms="3.7259379029273987e-01" purity="3.0367657542228699e-01" nType="-99"/>
2538 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.5038432627916336e-03" rms="4.3438428640365601e-01" purity="5.6288737058639526e-01" nType="-99"/>
2539 </Node>
2540 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.3456545174121857e-01" cType="1" res="-2.0247943699359894e-02" rms="4.4378668069839478e-01" purity="5.9966868162155151e-01" nType="0">
2541 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.6775164343416691e-03" rms="4.5751827955245972e-01" purity="4.8626813292503357e-01" nType="-99"/>
2542 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.4624953344464302e-03" rms="4.3819695711135864e-01" purity="6.3453698158264160e-01" nType="-99"/>
2543 </Node>
2544 </Node>
2545 </BinaryTree>
2546 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="214">
2547 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="5.1028351299464703e-03" rms="4.2043510079383850e-01" purity="5.0630694627761841e-01" nType="0">
2548 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="4.3779730796813965e-01" cType="1" res="-9.4586769118905067e-03" rms="4.0502581000328064e-01" purity="4.6659404039382935e-01" nType="0">
2549 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.3584329113364220e-03" rms="3.8900116086006165e-01" purity="3.3117017149925232e-01" nType="-99"/>
2550 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8965791463851929e-03" rms="4.2216542363166809e-01" purity="6.2812125682830811e-01" nType="-99"/>
2551 </Node>
2552 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="6.2844407558441162e-01" cType="1" res="1.4758673496544361e-02" rms="4.3007719516754150e-01" purity="5.3264087438583374e-01" nType="0">
2553 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.5206705369055271e-03" rms="4.3834829330444336e-01" purity="4.6911182999610901e-01" nType="-99"/>
2554 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0269695930182934e-03" rms="4.0914347767829895e-01" purity="6.7461138963699341e-01" nType="-99"/>
2555 </Node>
2556 </Node>
2557 </BinaryTree>
2558 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="215">
2559 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.3326920121908188e-02" cType="1" res="-1.1404830729588866e-03" rms="4.1342428326606750e-01" purity="5.0270283222198486e-01" nType="0">
2560 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.7456918954849243e-02" cType="1" res="8.5778292268514633e-03" rms="4.0856736898422241e-01" purity="5.0020700693130493e-01" nType="0">
2561 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4026580611243844e-03" rms="4.0633046627044678e-01" purity="4.6209213137626648e-01" nType="-99"/>
2562 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3365724124014378e-02" rms="4.1256853938102722e-01" purity="6.1642318964004517e-01" nType="-99"/>
2563 </Node>
2564 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.8571428298950195e+01" cType="1" res="-5.8958407491445541e-02" rms="4.3676868081092834e-01" purity="5.1755148172378540e-01" nType="0">
2565 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.6346223466098309e-03" rms="4.3608769774436951e-01" purity="5.4474782943725586e-01" nType="-99"/>
2566 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1000997871160507e-02" rms="4.3126845359802246e-01" purity="4.6843948960304260e-01" nType="-99"/>
2567 </Node>
2568 </Node>
2569 </BinaryTree>
2570 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="216">
2571 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.5194871425628662e+00" cType="1" res="-9.1626150533556938e-03" rms="4.2195123434066772e-01" purity="4.8837402462959290e-01" nType="0">
2572 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.4465546011924744e-01" cType="1" res="-5.4209632799029350e-03" rms="4.2065587639808655e-01" purity="4.8077076673507690e-01" nType="0">
2573 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0263757780194283e-02" rms="3.9557155966758728e-01" purity="2.8127470612525940e-01" nType="-99"/>
2574 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1649606749415398e-03" rms="4.2826721072196960e-01" purity="5.4741686582565308e-01" nType="-99"/>
2575 </Node>
2576 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4349063634872437e-02" rms="4.4093805551528931e-01" purity="6.4696359634399414e-01" nType="-99"/>
2577 </Node>
2578 </BinaryTree>
2579 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="217">
2580 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3340438306331635e-01" cType="1" res="2.8709315229207277e-03" rms="4.2926585674285889e-01" purity="4.9198564887046814e-01" nType="0">
2581 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4751170873641968e-01" cType="1" res="2.8679344803094864e-02" rms="4.2097467184066772e-01" purity="3.2244718074798584e-01" nType="0">
2582 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1826532892882824e-02" rms="4.0961861610412598e-01" purity="2.9384705424308777e-01" nType="-99"/>
2583 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.9308951497077942e-03" rms="4.8059204220771790e-01" purity="4.9791279435157776e-01" nType="-99"/>
2584 </Node>
2585 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.2857006192207336e-02" cType="1" res="-2.2989444434642792e-02" rms="4.3588611483573914e-01" purity="6.6186541318893433e-01" nType="0">
2586 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.6428400352597237e-03" rms="4.3789401650428772e-01" purity="6.5392243862152100e-01" nType="-99"/>
2587 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.5446445047855377e-03" rms="4.1181823611259460e-01" purity="7.3612511157989502e-01" nType="-99"/>
2588 </Node>
2589 </Node>
2590 </BinaryTree>
2591 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="218">
2592 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7612152993679047e-03" cType="1" res="3.3712275326251984e-03" rms="4.1381412744522095e-01" purity="5.1040637493133545e-01" nType="0">
2593 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0803751908242702e-03" cType="1" res="3.1218636780977249e-02" rms="4.1243726015090942e-01" purity="5.3133523464202881e-01" nType="0">
2594 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3673507645726204e-03" rms="4.0467005968093872e-01" purity="5.3031122684478760e-01" nType="-99"/>
2595 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3552959561347961e-02" rms="4.5648083090782166e-01" purity="5.3905361890792847e-01" nType="-99"/>
2596 </Node>
2597 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.0639957785606384e-01" cType="1" res="-1.3732394203543663e-02" rms="4.1372942924499512e-01" purity="4.9755212664604187e-01" nType="0">
2598 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.2466971576213837e-03" rms="4.1187676787376404e-01" purity="4.5508861541748047e-01" nType="-99"/>
2599 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.3336170539259911e-03" rms="4.2023164033889771e-01" purity="7.3075908422470093e-01" nType="-99"/>
2600 </Node>
2601 </Node>
2602 </BinaryTree>
2603 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="219">
2604 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="-1.0993239702656865e-03" rms="4.2169746756553650e-01" purity="4.9602493643760681e-01" nType="0">
2605 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.0762126445770264e-01" cType="1" res="1.4467709697782993e-02" rms="4.1059195995330811e-01" purity="5.1317685842514038e-01" nType="0">
2606 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6875861957669258e-03" rms="4.0815392136573792e-01" purity="5.0724500417709351e-01" nType="-99"/>
2607 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2372998297214508e-02" rms="4.2404910922050476e-01" purity="5.7625305652618408e-01" nType="-99"/>
2608 </Node>
2609 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="7.9851490259170532e-01" cType="1" res="-2.3802233859896660e-02" rms="4.3639415502548218e-01" purity="4.7101056575775146e-01" nType="0">
2610 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7543723117560148e-03" rms="4.3833649158477783e-01" purity="4.2946043610572815e-01" nType="-99"/>
2611 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1981351077556610e-02" rms="4.2441648244857788e-01" purity="6.3793474435806274e-01" nType="-99"/>
2612 </Node>
2613 </Node>
2614 </BinaryTree>
2615 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="220">
2616 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="9.5231849700212479e-03" cType="1" res="9.5253223553299904e-03" rms="4.2439922690391541e-01" purity="5.0589287281036377e-01" nType="0">
2617 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.1363206207752228e-01" cType="1" res="2.5980867445468903e-02" rms="4.2609730362892151e-01" purity="4.8268413543701172e-01" nType="0">
2618 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4568449929356575e-02" rms="4.1506582498550415e-01" purity="3.3705598115921021e-01" nType="-99"/>
2619 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.2954483544453979e-04" rms="4.3770545721054077e-01" purity="6.6235017776489258e-01" nType="-99"/>
2620 </Node>
2621 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.4728237092494965e-01" cType="1" res="-9.4681372866034508e-03" rms="4.2163309454917908e-01" purity="5.3268110752105713e-01" nType="0">
2622 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6076052561402321e-02" rms="3.5760051012039185e-01" purity="1.7443677783012390e-01" nType="-99"/>
2623 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5937022231519222e-04" rms="4.3948602676391602e-01" purity="6.4793694019317627e-01" nType="-99"/>
2624 </Node>
2625 </Node>
2626 </BinaryTree>
2627 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="221">
2628 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.9044220447540283e-02" cType="1" res="1.8784401472657919e-03" rms="4.2509701848030090e-01" purity="4.9415436387062073e-01" nType="0">
2629 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.6269417032599449e-03" cType="1" res="1.2872016057372093e-02" rms="4.2260369658470154e-01" purity="4.7357425093650818e-01" nType="0">
2630 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.0610021725296974e-03" rms="4.2766764760017395e-01" purity="5.2768290042877197e-01" nType="-99"/>
2631 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1455287458375096e-03" rms="4.1764417290687561e-01" purity="4.2923879623413086e-01" nType="-99"/>
2632 </Node>
2633 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.5254690796136856e-02" cType="1" res="-2.2757492959499359e-02" rms="4.2961156368255615e-01" purity="5.4027324914932251e-01" nType="0">
2634 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3815768994390965e-02" rms="4.1657724976539612e-01" purity="5.1130211353302002e-01" nType="-99"/>
2635 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8819765429943800e-03" rms="4.4223257899284363e-01" purity="5.7475537061691284e-01" nType="-99"/>
2636 </Node>
2637 </Node>
2638 </BinaryTree>
2639 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="222">
2640 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4295650422573090e-01" cType="1" res="4.9252398312091827e-03" rms="4.1363221406936646e-01" purity="5.0713014602661133e-01" nType="0">
2641 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0404681414365768e-01" cType="1" res="-1.8099408596754074e-02" rms="3.7167078256607056e-01" purity="2.2150489687919617e-01" nType="0">
2642 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.8646717593073845e-03" rms="3.7002506852149963e-01" purity="2.3759867250919342e-01" nType="-99"/>
2643 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4868294596672058e-02" rms="3.6418154835700989e-01" purity="1.9422987103462219e-01" nType="-99"/>
2644 </Node>
2645 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="1.6506252810359001e-02" rms="4.3274167180061340e-01" purity="6.5079492330551147e-01" nType="0">
2646 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3606233298778534e-03" rms="4.3879178166389465e-01" purity="6.1144840717315674e-01" nType="-99"/>
2647 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.2203615456819534e-03" rms="4.2813384532928467e-01" purity="6.7539215087890625e-01" nType="-99"/>
2648 </Node>
2649 </Node>
2650 </BinaryTree>
2651 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="223">
2652 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7623142600059509e-03" cType="1" res="-2.3731107357889414e-03" rms="4.2056959867477417e-01" purity="4.9404579401016235e-01" nType="0">
2653 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.7377271056175232e-01" cType="1" res="-2.3817442357540131e-02" rms="4.1228500008583069e-01" purity="4.6056845784187317e-01" nType="0">
2654 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8607073947787285e-03" rms="4.0732884407043457e-01" purity="4.4558364152908325e-01" nType="-99"/>
2655 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3351089805364609e-02" rms="4.4598242640495300e-01" purity="6.0398101806640625e-01" nType="-99"/>
2656 </Node>
2657 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.3537512421607971e-02" cType="1" res="8.9860996231436729e-03" rms="4.2445388436317444e-01" purity="5.1177895069122314e-01" nType="0">
2658 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7569541018456221e-03" rms="4.2453765869140625e-01" purity="5.0670385360717773e-01" nType="-99"/>
2659 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1302713304758072e-02" rms="4.2017558217048645e-01" purity="5.6338489055633545e-01" nType="-99"/>
2660 </Node>
2661 </Node>
2662 </BinaryTree>
2663 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="224">
2664 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0260491371154785e-01" cType="1" res="7.1225655265152454e-03" rms="4.2482495307922363e-01" purity="5.0075131654739380e-01" nType="0">
2665 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.9878916442394257e-01" cType="1" res="2.7153074741363525e-02" rms="4.2261773347854614e-01" purity="3.9083850383758545e-01" nType="0">
2666 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5885930992662907e-03" rms="3.8813102245330811e-01" purity="2.7581202983856201e-01" nType="-99"/>
2667 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5099445357918739e-02" rms="4.4632741808891296e-01" purity="4.8479345440864563e-01" nType="-99"/>
2668 </Node>
2669 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="6.1717039346694946e-01" cType="1" res="-5.2862274460494518e-03" rms="4.2571404576301575e-01" purity="5.6884169578552246e-01" nType="0">
2670 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9375261403620243e-03" rms="4.3334603309631348e-01" purity="5.0786960124969482e-01" nType="-99"/>
2671 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.2937342338263988e-03" rms="3.9817568659782410e-01" purity="7.6826632022857666e-01" nType="-99"/>
2672 </Node>
2673 </Node>
2674 </BinaryTree>
2675 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="225">
2676 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.6190195232629776e-02" cType="1" res="-8.9401993900537491e-03" rms="4.2203998565673828e-01" purity="4.8497647047042847e-01" nType="0">
2677 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.1201111376285553e-02" cType="1" res="-1.9604783505201340e-02" rms="4.1743424534797668e-01" purity="4.4976389408111572e-01" nType="0">
2678 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9636609144508839e-03" rms="4.1919189691543579e-01" purity="4.4901543855667114e-01" nType="-99"/>
2679 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6411535218358040e-02" rms="3.8445273041725159e-01" purity="4.6017959713935852e-01" nType="-99"/>
2680 </Node>
2681 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.0943905413150787e-01" cType="1" res="2.2813986986875534e-02" rms="4.3391606211662292e-01" purity="5.8982306718826294e-01" nType="0">
2682 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5806268677115440e-02" rms="4.6068695187568665e-01" purity="4.9316698312759399e-01" nType="-99"/>
2683 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0908149415627122e-03" rms="4.2489486932754517e-01" purity="6.1413311958312988e-01" nType="-99"/>
2684 </Node>
2685 </Node>
2686 </BinaryTree>
2687 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="226">
2688 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="4.6879053115844727e-03" rms="4.2690441012382507e-01" purity="4.9549573659896851e-01" nType="0">
2689 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.6032595634460449e-01" cType="1" res="1.1336358264088631e-02" rms="4.2168080806732178e-01" purity="5.0415378808975220e-01" nType="0">
2690 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3610757887363434e-03" rms="4.1679245233535767e-01" purity="4.6240061521530151e-01" nType="-99"/>
2691 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5354289039969444e-03" rms="4.3719819188117981e-01" purity="6.4643204212188721e-01" nType="-99"/>
2692 </Node>
2693 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.1047015786170959e-01" cType="1" res="-1.9908640533685684e-02" rms="4.4483467936515808e-01" purity="4.6346449851989746e-01" nType="0">
2694 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5351566253229976e-03" rms="4.4138556718826294e-01" purity="4.3814992904663086e-01" nType="-99"/>
2695 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0170504003763199e-02" rms="4.4416016340255737e-01" purity="5.6063902378082275e-01" nType="-99"/>
2696 </Node>
2697 </Node>
2698 </BinaryTree>
2699 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="227">
2700 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.0722769498825073e-01" cType="1" res="6.3858805224299431e-03" rms="4.2514571547508240e-01" purity="5.0051522254943848e-01" nType="0">
2701 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="1.1780949309468269e-02" rms="4.2465317249298096e-01" purity="4.9368128180503845e-01" nType="0">
2702 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9702165415510535e-04" rms="4.2127379775047302e-01" purity="4.7948858141899109e-01" nType="-99"/>
2703 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1338164098560810e-02" rms="4.3363302946090698e-01" purity="5.3845179080963135e-01" nType="-99"/>
2704 </Node>
2705 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.7036468982696533e+00" cType="1" res="-5.2417702972888947e-02" rms="4.2607027292251587e-01" purity="5.7500183582305908e-01" nType="0">
2706 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2114160954952240e-02" rms="4.0702536702156067e-01" purity="4.7182118892669678e-01" nType="-99"/>
2707 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.5045043225400150e-04" rms="4.2510810494422913e-01" purity="6.2266033887863159e-01" nType="-99"/>
2708 </Node>
2709 </Node>
2710 </BinaryTree>
2711 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="228">
2712 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.2609831392765045e-01" cType="1" res="1.4715574681758881e-02" rms="4.2607417702674866e-01" purity="5.1186627149581909e-01" nType="0">
2713 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.2601091563701630e-02" cType="1" res="3.0406393110752106e-02" rms="4.1879755258560181e-01" purity="3.2691070437431335e-01" nType="0">
2714 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8702251836657524e-02" rms="4.1411283612251282e-01" purity="3.1243827939033508e-01" nType="-99"/>
2715 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1400722693651915e-04" rms="4.2167183756828308e-01" purity="3.4304732084274292e-01" nType="-99"/>
2716 </Node>
2717 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.7000000000000000e+01" cType="1" res="8.5634196875616908e-04" rms="4.3192574381828308e-01" purity="6.7523199319839478e-01" nType="0">
2718 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0399058014154434e-03" rms="4.3480852246284485e-01" purity="6.6068100929260254e-01" nType="-99"/>
2719 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3864835724234581e-02" rms="4.1587072610855103e-01" purity="7.3473137617111206e-01" nType="-99"/>
2720 </Node>
2721 </Node>
2722 </BinaryTree>
2723 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="229">
2724 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4253976345062256e-01" cType="1" res="2.7844284195452929e-03" rms="4.1257783770561218e-01" purity="5.0848275423049927e-01" nType="0">
2725 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.1644020676612854e-01" cType="1" res="-1.9935248419642448e-02" rms="3.6903047561645508e-01" purity="2.1831789612770081e-01" nType="0">
2726 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3412290960550308e-02" rms="2.9771119356155396e-01" purity="1.1167634278535843e-01" nType="-99"/>
2727 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.9470754824578762e-03" rms="4.3188780546188354e-01" purity="3.4010863304138184e-01" nType="-99"/>
2728 </Node>
2729 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.9285715103149414e+01" cType="1" res="1.3916366733610630e-02" rms="4.3188044428825378e-01" purity="6.5065449476242065e-01" nType="0">
2730 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.8264040164649487e-03" rms="4.2848819494247437e-01" purity="6.6137248277664185e-01" nType="-99"/>
2731 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8575302567332983e-03" rms="4.3736267089843750e-01" purity="6.2956923246383667e-01" nType="-99"/>
2732 </Node>
2733 </Node>
2734 </BinaryTree>
2735 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="230">
2736 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.3341667652130127e+00" cType="1" res="-3.8277721614576876e-04" rms="4.1494679450988770e-01" purity="5.0337702035903931e-01" nType="0">
2737 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.9618958234786987e-01" cType="1" res="2.6980037800967693e-03" rms="4.1396978497505188e-01" purity="5.0252485275268555e-01" nType="0">
2738 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.4233290292322636e-04" rms="4.1103336215019226e-01" purity="4.8592692613601685e-01" nType="-99"/>
2739 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7399106174707413e-02" rms="4.3953660130500793e-01" purity="6.8587034940719604e-01" nType="-99"/>
2740 </Node>
2741 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9120488315820694e-02" rms="4.3098211288452148e-01" purity="5.2339583635330200e-01" nType="-99"/>
2742 </Node>
2743 </BinaryTree>
2744 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="231">
2745 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4155209958553314e-01" cType="1" res="1.8472622614353895e-03" rms="4.2568925023078918e-01" purity="4.9854865670204163e-01" nType="0">
2746 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.1699544638395309e-01" cType="1" res="3.3939786255359650e-02" rms="3.9885243773460388e-01" purity="2.7085068821907043e-01" nType="0">
2747 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.2698265537619591e-03" rms="3.1991824507713318e-01" purity="1.3950675725936890e-01" nType="-99"/>
2748 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7247933894395828e-02" rms="4.3411135673522949e-01" purity="3.4356755018234253e-01" nType="-99"/>
2749 </Node>
2750 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.5695230960845947e+00" cType="1" res="-1.5463271178305149e-02" rms="4.3851101398468018e-01" purity="6.2136769294738770e-01" nType="0">
2751 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6094263885170221e-03" rms="4.3828928470611572e-01" purity="6.3085460662841797e-01" nType="-99"/>
2752 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2650750130414963e-02" rms="4.2900726199150085e-01" purity="4.2379972338676453e-01" nType="-99"/>
2753 </Node>
2754 </Node>
2755 </BinaryTree>
2756 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="232">
2757 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.5713650286197662e-02" cType="1" res="-1.4474702067673206e-02" rms="4.1610294580459595e-01" purity="4.8727655410766602e-01" nType="0">
2758 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.3053590953350067e-01" cType="1" res="-2.0991122350096703e-02" rms="4.1042888164520264e-01" purity="4.7115927934646606e-01" nType="0">
2759 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0755859315395355e-02" rms="3.8442814350128174e-01" purity="3.6722379922866821e-01" nType="-99"/>
2760 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1224763370119035e-04" rms="4.4235277175903320e-01" purity="6.1148548126220703e-01" nType="-99"/>
2761 </Node>
2762 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.0149915218353271e-01" cType="1" res="2.5455586612224579e-02" rms="4.4724100828170776e-01" purity="5.8603733777999878e-01" nType="0">
2763 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3630517758429050e-02" rms="4.4570487737655640e-01" purity="5.9093946218490601e-01" nType="-99"/>
2764 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4009353704750538e-02" rms="4.4166439771652222e-01" purity="5.7180684804916382e-01" nType="-99"/>
2765 </Node>
2766 </Node>
2767 </BinaryTree>
2768 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="233">
2769 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6006876230239868e-01" cType="1" res="-9.7628738731145859e-03" rms="4.2113769054412842e-01" purity="4.8480561375617981e-01" nType="0">
2770 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.0694444179534912e-01" cType="1" res="-1.7063593491911888e-02" rms="4.1479563713073730e-01" purity="4.4923856854438782e-01" nType="0">
2771 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0659826220944524e-03" rms="4.0724724531173706e-01" purity="3.8110288977622986e-01" nType="-99"/>
2772 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3142272830009460e-02" rms="4.2459216713905334e-01" purity="5.5926108360290527e-01" nType="-99"/>
2773 </Node>
2774 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.2093991935253143e-01" cType="1" res="1.8457086756825447e-02" rms="4.4367432594299316e-01" purity="6.2228512763977051e-01" nType="0">
2775 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0878912881016731e-02" rms="4.2994198203086853e-01" purity="5.4291486740112305e-01" nType="-99"/>
2776 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0364948906935751e-04" rms="4.4545334577560425e-01" purity="6.4445316791534424e-01" nType="-99"/>
2777 </Node>
2778 </Node>
2779 </BinaryTree>
2780 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="234">
2781 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.7412090301513672e-01" cType="1" res="3.0355646740645170e-03" rms="4.2549842596054077e-01" purity="4.9525630474090576e-01" nType="0">
2782 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.7408949136734009e-01" cType="1" res="-3.5092579200863838e-03" rms="4.2232525348663330e-01" purity="4.7029232978820801e-01" nType="0">
2783 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.6679455600678921e-04" rms="4.1938319802284241e-01" purity="4.4865292310714722e-01" nType="-99"/>
2784 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4151138253509998e-02" rms="4.3967148661613464e-01" purity="6.2626492977142334e-01" nType="-99"/>
2785 </Node>
2786 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.9965748786926270e-01" cType="1" res="4.4022437185049057e-02" rms="4.4266092777252197e-01" purity="6.5159291028976440e-01" nType="0">
2787 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2887269034981728e-02" rms="4.7252392768859863e-01" purity="5.7865041494369507e-01" nType="-99"/>
2788 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2217010371387005e-03" rms="4.0880790352821350e-01" purity="7.1510285139083862e-01" nType="-99"/>
2789 </Node>
2790 </Node>
2791 </BinaryTree>
2792 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="235">
2793 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.2755922377109528e-01" cType="1" res="5.3352885879576206e-03" rms="4.1804066300392151e-01" purity="5.0206977128982544e-01" nType="0">
2794 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.6000000000000000e+01" cType="1" res="2.4719543755054474e-02" rms="4.0532532334327698e-01" purity="4.4103214144706726e-01" nType="0">
2795 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4925064751878381e-03" rms="3.9558991789817810e-01" purity="3.6247462034225464e-01" nType="-99"/>
2796 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3637278228998184e-02" rms="4.1164776682853699e-01" purity="5.0649529695510864e-01" nType="-99"/>
2797 </Node>
2798 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.3585097789764404e-01" cType="1" res="-2.3305034264922142e-02" rms="4.3457001447677612e-01" purity="5.9225320816040039e-01" nType="0">
2799 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5422987751662731e-02" rms="4.4559660553932190e-01" purity="4.7277715802192688e-01" nType="-99"/>
2800 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4262927472591400e-03" rms="4.2275464534759521e-01" purity="6.8715596199035645e-01" nType="-99"/>
2801 </Node>
2802 </Node>
2803 </BinaryTree>
2804 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="236">
2805 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1892568320035934e-02" cType="1" res="7.9639367759227753e-03" rms="4.2265003919601440e-01" purity="5.0741356611251831e-01" nType="0">
2806 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.1196219921112061e+00" cType="1" res="-1.4354821294546127e-02" rms="4.1580635309219360e-01" purity="4.4227650761604309e-01" nType="0">
2807 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.9565776027739048e-03" rms="4.1696381568908691e-01" purity="4.0625056624412537e-01" nType="-99"/>
2808 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3561110943555832e-02" rms="4.0058916807174683e-01" purity="7.4883687496185303e-01" nType="-99"/>
2809 </Node>
2810 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.2699344456195831e-02" cType="1" res="3.4433774650096893e-02" rms="4.2912352085113525e-01" purity="5.8466553688049316e-01" nType="0">
2811 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1942320503294468e-02" rms="4.2869204282760620e-01" purity="5.8902281522750854e-01" nType="-99"/>
2812 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0527662001550198e-02" rms="4.2455759644508362e-01" purity="5.5581241846084595e-01" nType="-99"/>
2813 </Node>
2814 </Node>
2815 </BinaryTree>
2816 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="237">
2817 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.4000000000000000e+01" cType="1" res="-9.2523749917745590e-03" rms="4.1924041509628296e-01" purity="4.8842632770538330e-01" nType="0">
2818 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0461219847202301e-02" cType="1" res="-2.1731384098529816e-02" rms="4.1298341751098633e-01" purity="4.7095280885696411e-01" nType="0">
2819 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7880946658551693e-03" rms="4.1069379448890686e-01" purity="4.7009789943695068e-01" nType="-99"/>
2820 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9987652078270912e-02" rms="4.3579167127609253e-01" purity="4.8127669095993042e-01" nType="-99"/>
2821 </Node>
2822 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.8071751594543457e-02" cType="1" res="2.4620087817311287e-02" rms="4.3396627902984619e-01" purity="5.3585553169250488e-01" nType="0">
2823 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.1645689681172371e-03" rms="4.3397331237792969e-01" purity="5.3601431846618652e-01" nType="-99"/>
2824 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6375243663787842e-02" rms="4.2341616749763489e-01" purity="5.3445708751678467e-01" nType="-99"/>
2825 </Node>
2826 </Node>
2827 </BinaryTree>
2828 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="238">
2829 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.6026697158813477e+00" cType="1" res="-3.9586600905749947e-05" rms="4.1924011707305908e-01" purity="4.9457645416259766e-01" nType="0">
2830 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="7.5800217688083649e-02" cType="1" res="-2.6532330084592104e-03" rms="4.1878250241279602e-01" purity="4.8777097463607788e-01" nType="0">
2831 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.0426980704069138e-03" rms="3.9786320924758911e-01" purity="3.9109882712364197e-01" nType="-99"/>
2832 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8787000812590122e-03" rms="4.3388879299163818e-01" purity="5.6268393993377686e-01" nType="-99"/>
2833 </Node>
2834 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4297110028564930e-02" rms="4.2511904239654541e-01" purity="6.4285469055175781e-01" nType="-99"/>
2835 </Node>
2836 </BinaryTree>
2837 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="239">
2838 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.7376588582992554e-01" cType="1" res="-1.8955995328724384e-03" rms="4.2184403538703918e-01" purity="4.9273461103439331e-01" nType="0">
2839 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.4974827766418457e-01" cType="1" res="5.7360604405403137e-03" rms="4.1686424612998962e-01" purity="4.7489342093467712e-01" nType="0">
2840 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.9301285333931446e-04" rms="4.1242378950119019e-01" purity="4.6340700984001160e-01" nType="-99"/>
2841 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8932309001684189e-02" rms="4.4458615779876709e-01" purity="5.6766784191131592e-01" nType="-99"/>
2842 </Node>
2843 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.0856355428695679e+00" cType="1" res="-5.8280576020479202e-02" rms="4.5299085974693298e-01" purity="6.2455058097839355e-01" nType="0">
2844 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0153419822454453e-02" rms="4.7866952419281006e-01" purity="5.1700365543365479e-01" nType="-99"/>
2845 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.7173591814935207e-03" rms="4.3639349937438965e-01" purity="6.7612099647521973e-01" nType="-99"/>
2846 </Node>
2847 </Node>
2848 </BinaryTree>
2849 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="240">
2850 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6032595634460449e-01" cType="1" res="2.5831514503806829e-03" rms="4.2044207453727722e-01" purity="4.9613630771636963e-01" nType="0">
2851 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.5121688395738602e-02" cType="1" res="1.0165107436478138e-02" rms="4.1418766975402832e-01" purity="4.7962623834609985e-01" nType="0">
2852 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9228196470066905e-03" rms="4.1177880764007568e-01" purity="4.7221347689628601e-01" nType="-99"/>
2853 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8813123926520348e-02" rms="4.5496574044227600e-01" purity="6.2766158580780029e-01" nType="-99"/>
2854 </Node>
2855 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.1479957550764084e-03" cType="1" res="-3.1454842537641525e-02" rms="4.4585847854614258e-01" purity="5.7025551795959473e-01" nType="0">
2856 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0639894530177116e-02" rms="4.4108578562736511e-01" purity="5.0679898262023926e-01" nType="-99"/>
2857 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.5054110968485475e-04" rms="4.4599810242652893e-01" purity="6.0528349876403809e-01" nType="-99"/>
2858 </Node>
2859 </Node>
2860 </BinaryTree>
2861 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="241">
2862 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+00" cType="1" res="6.6416021436452866e-03" rms="4.2554938793182373e-01" purity="4.9483853578567505e-01" nType="0">
2863 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6627583652734756e-02" rms="3.4124261140823364e-01" purity="2.6198121905326843e-01" nType="-99"/>
2864 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.3095237731933594e+01" cType="1" res="9.2898719012737274e-03" rms="4.2877465486526489e-01" purity="5.0534868240356445e-01" nType="0">
2865 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9973778873682022e-03" rms="4.2826879024505615e-01" purity="5.1044863462448120e-01" nType="-99"/>
2866 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3977660797536373e-02" rms="4.4060090184211731e-01" purity="3.3756169676780701e-01" nType="-99"/>
2867 </Node>
2868 </Node>
2869 </BinaryTree>
2870 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="242">
2871 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.5080605149269104e-01" cType="1" res="1.8165992572903633e-02" rms="4.2339134216308594e-01" purity="5.2193611860275269e-01" nType="0">
2872 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.0065494775772095e-01" cType="1" res="6.8083927035331726e-03" rms="4.2172238230705261e-01" purity="4.8135736584663391e-01" nType="0">
2873 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.4524298757314682e-03" rms="4.1551735997200012e-01" purity="4.6665135025978088e-01" nType="-99"/>
2874 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6775434836745262e-02" rms="4.5008584856987000e-01" purity="5.6924194097518921e-01" nType="-99"/>
2875 </Node>
2876 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="6.4226120710372925e-01" cType="1" res="5.9669155627489090e-02" rms="4.2687287926673889e-01" purity="6.7021989822387695e-01" nType="0">
2877 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8089715391397476e-02" rms="4.4242981076240540e-01" purity="6.2503463029861450e-01" nType="-99"/>
2878 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.0612082704901695e-03" rms="3.8475811481475830e-01" purity="7.7578914165496826e-01" nType="-99"/>
2879 </Node>
2880 </Node>
2881 </BinaryTree>
2882 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="243">
2883 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0476027876138687e-02" cType="1" res="1.3097655028104782e-03" rms="4.1800871491432190e-01" purity="5.0168108940124512e-01" nType="0">
2884 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.0956114530563354e-01" cType="1" res="5.6802211329340935e-03" rms="4.1576224565505981e-01" purity="5.0186562538146973e-01" nType="0">
2885 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.3964525684714317e-04" rms="4.1574063897132874e-01" purity="4.8067998886108398e-01" nType="-99"/>
2886 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4151045121252537e-02" rms="4.1290736198425293e-01" purity="7.5554513931274414e-01" nType="-99"/>
2887 </Node>
2888 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.3650794774293900e-02" cType="1" res="-5.2492346614599228e-02" rms="4.4120219349861145e-01" purity="4.9940901994705200e-01" nType="0">
2889 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.8471298315416789e-07" rms="4.4477468729019165e-01" purity="5.0985628366470337e-01" nType="-99"/>
2890 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0402718335390091e-02" rms="4.3671920895576477e-01" purity="4.9384346604347229e-01" nType="-99"/>
2891 </Node>
2892 </Node>
2893 </BinaryTree>
2894 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="244">
2895 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4230572581291199e-01" cType="1" res="-1.7463402822613716e-02" rms="4.0994727611541748e-01" purity="4.8362207412719727e-01" nType="0">
2896 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3807731922715902e-03" cType="1" res="-5.3286019712686539e-02" rms="3.3855405449867249e-01" purity="1.8163338303565979e-01" nType="0">
2897 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5755807291716337e-03" rms="4.0394079685211182e-01" purity="3.0253890156745911e-01" nType="-99"/>
2898 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4672700092196465e-02" rms="3.0803984403610229e-01" purity="1.3506507873535156e-01" nType="-99"/>
2899 </Node>
2900 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+00" cType="1" res="-1.7247362120542675e-04" rms="4.3924015760421753e-01" purity="6.2938654422760010e-01" nType="0">
2901 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1587353199720383e-02" rms="4.5642510056495667e-01" purity="5.5720633268356323e-01" nType="-99"/>
2902 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0477178730070591e-03" rms="4.3802896142005920e-01" purity="6.3263458013534546e-01" nType="-99"/>
2903 </Node>
2904 </Node>
2905 </BinaryTree>
2906 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="245">
2907 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="6.7491806112229824e-03" rms="4.2592579126358032e-01" purity="4.9217602610588074e-01" nType="0">
2908 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1442156285047531e-02" rms="3.4464058279991150e-01" purity="2.3793004453182220e-01" nType="-99"/>
2909 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5231849700212479e-03" cType="1" res="9.7436625510454178e-03" rms="4.2870655655860901e-01" purity="5.0273537635803223e-01" nType="0">
2910 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6389676602557302e-03" rms="4.2673480510711670e-01" purity="4.4242680072784424e-01" nType="-99"/>
2911 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.7246113903820515e-03" rms="4.3009039759635925e-01" purity="5.6264930963516235e-01" nType="-99"/>
2912 </Node>
2913 </Node>
2914 </BinaryTree>
2915 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="246">
2916 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8094453513622284e-02" cType="1" res="-9.6432249993085861e-03" rms="4.1630831360816956e-01" purity="4.8309710621833801e-01" nType="0">
2917 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.9857143402099609e+01" cType="1" res="-1.6452193260192871e-02" rms="4.1333594918251038e-01" purity="4.6717745065689087e-01" nType="0">
2918 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8768691010773182e-03" rms="4.1301226615905762e-01" purity="4.7230932116508484e-01" nType="-99"/>
2919 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9434858113527298e-02" rms="4.1678363084793091e-01" purity="3.4973728656768799e-01" nType="-99"/>
2920 </Node>
2921 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.9078699946403503e-01" cType="1" res="4.0452562272548676e-02" rms="4.3428680300712585e-01" purity="6.0022330284118652e-01" nType="0">
2922 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6073361039161682e-02" rms="4.5481333136558533e-01" purity="5.2072727680206299e-01" nType="-99"/>
2923 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.3700267560780048e-03" rms="4.0847009420394897e-01" purity="6.9059014320373535e-01" nType="-99"/>
2924 </Node>
2925 </Node>
2926 </BinaryTree>
2927 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="247">
2928 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="2.0319867134094238e-01" cType="1" res="-2.4959084112197161e-03" rms="4.1707924008369446e-01" purity="4.9187484383583069e-01" nType="0">
2929 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.7065972387790680e-02" cType="1" res="-1.2800710275769234e-02" rms="4.0651044249534607e-01" purity="4.1782572865486145e-01" nType="0">
2930 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9695576522499323e-03" rms="3.9764675498008728e-01" purity="3.9239263534545898e-01" nType="-99"/>
2931 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4607911929488182e-02" rms="4.1940879821777344e-01" purity="4.6606382727622986e-01" nType="-99"/>
2932 </Node>
2933 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.2015856504440308e-01" cType="1" res="2.4234903976321220e-02" rms="4.4220396876335144e-01" purity="6.8395948410034180e-01" nType="0">
2934 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5905829146504402e-02" rms="4.2361864447593689e-01" purity="7.3045468330383301e-01" nType="-99"/>
2935 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0041523966938257e-03" rms="4.5440280437469482e-01" purity="6.4565271139144897e-01" nType="-99"/>
2936 </Node>
2937 </Node>
2938 </BinaryTree>
2939 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="248">
2940 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.8571497648954391e-02" cType="1" res="7.1048922836780548e-04" rms="4.2226237058639526e-01" purity="4.9128255248069763e-01" nType="0">
2941 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.4470567703247070e-02" cType="1" res="7.9879416152834892e-03" rms="4.1963121294975281e-01" purity="4.7471743822097778e-01" nType="0">
2942 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.8919495940208435e-04" rms="4.1876840591430664e-01" purity="4.6404421329498291e-01" nType="-99"/>
2943 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8000334501266479e-02" rms="4.2681112885475159e-01" purity="6.2676328420639038e-01" nType="-99"/>
2944 </Node>
2945 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.4452847838401794e-01" cType="1" res="-2.6459360495209694e-02" rms="4.3085920810699463e-01" purity="5.5312716960906982e-01" nType="0">
2946 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0813683047890663e-02" rms="4.0364873409271240e-01" purity="4.3064293265342712e-01" nType="-99"/>
2947 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1443657614290714e-03" rms="4.5115032792091370e-01" purity="6.7776346206665039e-01" nType="-99"/>
2948 </Node>
2949 </Node>
2950 </BinaryTree>
2951 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="249">
2952 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="6.7477989196777344e-01" cType="1" res="-6.6833960590884089e-04" rms="4.1985520720481873e-01" purity="4.9206784367561340e-01" nType="0">
2953 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2537566721439362e-01" cType="1" res="-8.3928424865007401e-03" rms="4.2054837942123413e-01" purity="4.3708685040473938e-01" nType="0">
2954 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5948493275791407e-03" rms="4.0827581286430359e-01" purity="3.9563050866127014e-01" nType="-99"/>
2955 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0746228508651257e-02" rms="4.4288119673728943e-01" purity="5.2337110042572021e-01" nType="-99"/>
2956 </Node>
2957 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.8189865350723267e-01" cType="1" res="3.1991407275199890e-02" rms="4.1532689332962036e-01" purity="7.2453159093856812e-01" nType="0">
2958 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2340452522039413e-02" rms="4.7873187065124512e-01" purity="5.6007444858551025e-01" nType="-99"/>
2959 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3401801697909832e-02" rms="3.9746263623237610e-01" purity="7.6121139526367188e-01" nType="-99"/>
2960 </Node>
2961 </Node>
2962 </BinaryTree>
2963 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="250">
2964 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.8661796450614929e-01" cType="1" res="8.8153890101239085e-04" rms="4.2194905877113342e-01" purity="4.9407404661178589e-01" nType="0">
2965 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="7.1442583575844765e-03" cType="1" res="2.2405857220292091e-02" rms="4.1496363282203674e-01" purity="3.9172148704528809e-01" nType="0">
2966 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8027905374765396e-02" rms="4.2062819004058838e-01" purity="3.9133960008621216e-01" nType="-99"/>
2967 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3504196908324957e-03" rms="4.0683865547180176e-01" purity="3.9204943180084229e-01" nType="-99"/>
2968 </Node>
2969 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.6678323745727539e+00" cType="1" res="-1.1481253430247307e-02" rms="4.2541733384132385e-01" purity="5.5286175012588501e-01" nType="0">
2970 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3861134909093380e-03" rms="4.2685765027999878e-01" purity="5.3334051370620728e-01" nType="-99"/>
2971 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.6039008349180222e-03" rms="4.0899536013603210e-01" purity="7.3499614000320435e-01" nType="-99"/>
2972 </Node>
2973 </Node>
2974 </BinaryTree>
2975 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="251">
2976 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6006876230239868e-01" cType="1" res="8.4935771301388741e-03" rms="4.2313459515571594e-01" purity="5.0107532739639282e-01" nType="0">
2977 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.1429203450679779e-02" cType="1" res="1.7838740721344948e-02" rms="4.1884753108024597e-01" purity="4.8450008034706116e-01" nType="0">
2978 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.8368950635194778e-03" rms="4.1784670948982239e-01" purity="4.6554359793663025e-01" nType="-99"/>
2979 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5653406046330929e-03" rms="4.2040967941284180e-01" purity="5.3727650642395020e-01" nType="-99"/>
2980 </Node>
2981 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.3553337454795837e-01" cType="1" res="-3.4060791134834290e-02" rms="4.3962630629539490e-01" purity="5.7655298709869385e-01" nType="0">
2982 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1887696832418442e-02" rms="3.7990018725395203e-01" purity="1.8606403470039368e-01" nType="-99"/>
2983 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2528227418661118e-03" rms="4.4582015275955200e-01" purity="6.5159851312637329e-01" nType="-99"/>
2984 </Node>
2985 </Node>
2986 </BinaryTree>
2987 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="252">
2988 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6000000000000000e+01" cType="1" res="3.4144690725952387e-03" rms="4.1490444540977478e-01" purity="5.0008416175842285e-01" nType="0">
2989 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3804579395800829e-03" cType="1" res="-1.9416663562878966e-03" rms="4.1471281647682190e-01" purity="4.9636915326118469e-01" nType="0">
2990 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.8766563199460506e-03" rms="4.2773124575614929e-01" purity="5.4187965393066406e-01" nType="-99"/>
2991 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5873887352645397e-03" rms="4.1070204973220825e-01" purity="4.8372665047645569e-01" nType="-99"/>
2992 </Node>
2993 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="8.2275137305259705e-02" cType="1" res="6.0913484543561935e-02" rms="4.1259959340095520e-01" purity="5.3996545076370239e-01" nType="0">
2994 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1747978860512376e-03" rms="4.0564426779747009e-01" purity="3.5847872495651245e-01" nType="-99"/>
2995 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4779936298727989e-02" rms="4.1260427236557007e-01" purity="6.8027812242507935e-01" nType="-99"/>
2996 </Node>
2997 </Node>
2998 </BinaryTree>
2999 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="253">
3000 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="5.3987944126129150e-01" cType="1" res="-7.0043872110545635e-03" rms="4.1125887632369995e-01" purity="4.9570265412330627e-01" nType="0">
3001 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.5717971846461296e-02" cType="1" res="-1.2428375892341137e-02" rms="4.1138172149658203e-01" purity="4.6594694256782532e-01" nType="0">
3002 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6900019720196724e-02" rms="3.4852251410484314e-01" purity="2.6427730917930603e-01" nType="-99"/>
3003 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1926757870242000e-03" rms="4.2262843251228333e-01" purity="5.0710070133209229e-01" nType="-99"/>
3004 </Node>
3005 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8453841209411621e+00" cType="1" res="3.8966443389654160e-02" rms="4.0732616186141968e-01" purity="7.4789607524871826e-01" nType="0">
3006 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3091290602460504e-03" rms="4.3434363603591919e-01" purity="6.8361169099807739e-01" nType="-99"/>
3007 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1510317921638489e-02" rms="3.7602135539054871e-01" purity="8.0740523338317871e-01" nType="-99"/>
3008 </Node>
3009 </Node>
3010 </BinaryTree>
3011 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="254">
3012 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3806863464415073e-03" cType="1" res="2.8654839843511581e-03" rms="4.2171123623847961e-01" purity="4.9040871858596802e-01" nType="0">
3013 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="9.0655521489679813e-04" cType="1" res="-2.3503089323639870e-02" rms="4.0604457259178162e-01" purity="5.0556200742721558e-01" nType="0">
3014 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9393043592572212e-02" rms="4.0387436747550964e-01" purity="4.6256420016288757e-01" nType="-99"/>
3015 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4042583061382174e-03" rms="4.0468299388885498e-01" purity="5.3156834840774536e-01" nType="-99"/>
3016 </Node>
3017 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="6.7338222265243530e-01" cType="1" res="9.7955744713544846e-03" rms="4.2546191811561584e-01" purity="4.8642611503601074e-01" nType="0">
3018 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3522852249443531e-03" rms="4.2182651162147522e-01" purity="4.5702281594276428e-01" nType="-99"/>
3019 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0247449390590191e-02" rms="4.4057971239089966e-01" purity="6.3939261436462402e-01" nType="-99"/>
3020 </Node>
3021 </Node>
3022 </BinaryTree>
3023 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="255">
3024 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="-1.4939660206437111e-02" rms="4.1235932707786560e-01" purity="4.8713067173957825e-01" nType="0">
3025 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.8027670383453369e-01" cType="1" res="-9.4270091503858566e-03" rms="4.1442510485649109e-01" purity="4.9346461892127991e-01" nType="0">
3026 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.8935859017074108e-03" rms="4.0476387739181519e-01" purity="3.8027858734130859e-01" nType="-99"/>
3027 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.6075257230550051e-03" rms="4.2836219072341919e-01" purity="6.7408764362335205e-01" nType="-99"/>
3028 </Node>
3029 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.2217592000961304e-01" cType="1" res="-8.6456306278705597e-02" rms="3.7732419371604919e-01" purity="4.0495955944061279e-01" nType="0">
3030 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6470215767621994e-02" rms="3.5460352897644043e-01" purity="2.2073470056056976e-01" nType="-99"/>
3031 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5061332844197750e-02" rms="3.8809603452682495e-01" purity="5.2291113138198853e-01" nType="-99"/>
3032 </Node>
3033 </Node>
3034 </BinaryTree>
3035 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="256">
3036 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1903138831257820e-02" cType="1" res="9.6623664721846581e-03" rms="4.1458231210708618e-01" purity="5.0665450096130371e-01" nType="0">
3037 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="8.4928590059280396e-01" cType="1" res="-5.1967003382742405e-03" rms="4.0573254227638245e-01" purity="4.4536659121513367e-01" nType="0">
3038 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7495323922485113e-03" rms="4.0374845266342163e-01" purity="4.0975284576416016e-01" nType="-99"/>
3039 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4544358476996422e-02" rms="4.1613432765007019e-01" purity="7.3145037889480591e-01" nType="-99"/>
3040 </Node>
3041 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.1519233286380768e-01" cType="1" res="2.7486240491271019e-02" rms="4.2426887154579163e-01" purity="5.8017110824584961e-01" nType="0">
3042 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0359462350606918e-02" rms="3.9041393995285034e-01" purity="3.3536416292190552e-01" nType="-99"/>
3043 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0857368819415569e-02" rms="4.2970597743988037e-01" purity="6.3110131025314331e-01" nType="-99"/>
3044 </Node>
3045 </Node>
3046 </BinaryTree>
3047 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="257">
3048 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.8743163347244263e-01" cType="1" res="1.0814190842211246e-02" rms="4.1928514838218689e-01" purity="5.1156651973724365e-01" nType="0">
3049 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.9043756723403931e-01" cType="1" res="1.6296464949846268e-02" rms="4.1892075538635254e-01" purity="4.9705773591995239e-01" nType="0">
3050 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2147651072591543e-03" rms="4.1659498214721680e-01" purity="4.8367920517921448e-01" nType="-99"/>
3051 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9061876460909843e-02" rms="4.4296428561210632e-01" purity="6.6795730590820312e-01" nType="-99"/>
3052 </Node>
3053 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3111956119537354e+00" cType="1" res="-2.8670791536569595e-02" rms="4.1979083418846130e-01" purity="6.1606341600418091e-01" nType="0">
3054 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5850755870342255e-02" rms="4.5531654357910156e-01" purity="4.1262322664260864e-01" nType="-99"/>
3055 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5177299976348877e-03" rms="4.0072101354598999e-01" purity="6.7860138416290283e-01" nType="-99"/>
3056 </Node>
3057 </Node>
3058 </BinaryTree>
3059 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="258">
3060 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5229334384202957e-02" cType="1" res="8.6414767429232597e-03" rms="4.2111670970916748e-01" purity="5.0430440902709961e-01" nType="0">
3061 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.1536944434046745e-02" cType="1" res="5.3142928518354893e-03" rms="4.1791105270385742e-01" purity="4.9860957264900208e-01" nType="0">
3062 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7619823124259710e-03" rms="4.1341522336006165e-01" purity="4.8287379741668701e-01" nType="-99"/>
3063 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1005925051867962e-03" rms="4.3001338839530945e-01" purity="5.4524105787277222e-01" nType="-99"/>
3064 </Node>
3065 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0278293639421463e-02" rms="4.7789150476455688e-01" purity="6.2305480241775513e-01" nType="-99"/>
3066 </Node>
3067 </BinaryTree>
3068 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="259">
3069 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="8.1375529989600182e-03" rms="4.1893053054809570e-01" purity="5.0100088119506836e-01" nType="0">
3070 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.1526099741458893e-01" cType="1" res="3.3582106232643127e-02" rms="4.0417301654815674e-01" purity="5.1062434911727905e-01" nType="0">
3071 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2081007957458496e-03" rms="3.7919446825981140e-01" purity="3.6255091428756714e-01" nType="-99"/>
3072 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4442849904298782e-02" rms="4.2688077688217163e-01" purity="6.6210252046585083e-01" nType="-99"/>
3073 </Node>
3074 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.4095237731933594e+01" cType="1" res="-1.1662316508591175e-02" rms="4.2902120947837830e-01" purity="4.9351236224174500e-01" nType="0">
3075 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2539741843938828e-03" rms="4.2859244346618652e-01" purity="4.9301713705062866e-01" nType="-99"/>
3076 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6900310292840004e-02" rms="4.2947688698768616e-01" purity="5.0206607580184937e-01" nType="-99"/>
3077 </Node>
3078 </Node>
3079 </BinaryTree>
3080 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="260">
3081 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5230209827423096e-02" cType="1" res="-8.9002074673771858e-03" rms="4.1318956017494202e-01" purity="4.9281802773475647e-01" nType="0">
3082 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.0361998081207275e-01" cType="1" res="-1.4738807454705238e-02" rms="4.1249904036521912e-01" purity="4.8049294948577881e-01" nType="0">
3083 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0926212184131145e-02" rms="3.9711916446685791e-01" purity="3.2112807035446167e-01" nType="-99"/>
3084 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8865578244440258e-04" rms="4.2016682028770447e-01" purity="5.6857615709304810e-01" nType="-99"/>
3085 </Node>
3086 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3904150351881981e-02" rms="4.1200447082519531e-01" purity="7.0698034763336182e-01" nType="-99"/>
3087 </Node>
3088 </BinaryTree>
3089 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="261">
3090 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="2.7317167259752750e-03" rms="4.1269716620445251e-01" purity="5.0241512060165405e-01" nType="0">
3091 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="6.7192888259887695e-01" cType="1" res="-3.9342451840639114e-02" rms="3.6325600743293762e-01" purity="3.8158899545669556e-01" nType="0">
3092 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9169187173247337e-02" rms="3.5605758428573608e-01" purity="2.6070067286491394e-01" nType="-99"/>
3093 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5908113718032837e-03" rms="3.7528440356254578e-01" purity="7.0125168561935425e-01" nType="-99"/>
3094 </Node>
3095 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.2619047164916992e+01" cType="1" res="1.2044687755405903e-02" rms="4.2229390144348145e-01" purity="5.2915954589843750e-01" nType="0">
3096 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4385423623025417e-02" rms="4.2277851700782776e-01" purity="5.7662290334701538e-01" nType="-99"/>
3097 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1739634646801278e-04" rms="4.2136600613594055e-01" purity="5.1434552669525146e-01" nType="-99"/>
3098 </Node>
3099 </Node>
3100 </BinaryTree>
3101 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="262">
3102 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3813962470740080e-03" cType="1" res="1.0627735173329711e-03" rms="4.2003697156906128e-01" purity="4.9600279331207275e-01" nType="0">
3103 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.0292593538761139e-01" cType="1" res="-2.7482477948069572e-02" rms="4.0677928924560547e-01" purity="4.9830448627471924e-01" nType="0">
3104 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1484136581420898e-02" rms="3.8917198777198792e-01" purity="2.5380703806877136e-01" nType="-99"/>
3105 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9315835349261761e-03" rms="4.1663253307342529e-01" purity="7.1616709232330322e-01" nType="-99"/>
3106 </Node>
3107 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.6688076853752136e-01" cType="1" res="8.5760438814759254e-03" rms="4.2313748598098755e-01" purity="4.9539694190025330e-01" nType="0">
3108 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.0618654824793339e-03" rms="4.2118719220161438e-01" purity="4.3095570802688599e-01" nType="-99"/>
3109 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.8334359675645828e-03" rms="4.2630428075790405e-01" purity="6.6545468568801880e-01" nType="-99"/>
3110 </Node>
3111 </Node>
3112 </BinaryTree>
3113 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="263">
3114 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="-3.8059577345848083e-03" rms="4.1076520085334778e-01" purity="4.9981182813644409e-01" nType="0">
3115 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="7.9851490259170532e-01" cType="1" res="-1.0430353693664074e-02" rms="4.1030368208885193e-01" purity="4.9591317772865295e-01" nType="0">
3116 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0195301882922649e-03" rms="4.1424396634101868e-01" purity="4.2683830857276917e-01" nType="-99"/>
3117 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.4757217876613140e-03" rms="3.9504200220108032e-01" purity="7.3460203409194946e-01" nType="-99"/>
3118 </Node>
3119 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.6596153378486633e-01" cType="1" res="7.7864520251750946e-02" rms="4.0766233205795288e-01" purity="5.4787677526473999e-01" nType="0">
3120 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4027503319084644e-02" rms="3.8299220800399780e-01" purity="3.2502758502960205e-01" nType="-99"/>
3121 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3993683978915215e-02" rms="4.2291751503944397e-01" purity="7.0616215467453003e-01" nType="-99"/>
3122 </Node>
3123 </Node>
3124 </BinaryTree>
3125 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="264">
3126 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.2856961488723755e-02" cType="1" res="1.4443570747971535e-02" rms="4.1636872291564941e-01" purity="5.1768583059310913e-01" nType="0">
3127 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.6710906773805618e-02" cType="1" res="8.8560208678245544e-03" rms="4.1427752375602722e-01" purity="5.0663924217224121e-01" nType="0">
3128 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8911905139684677e-03" rms="4.1270473599433899e-01" purity="5.0887930393218994e-01" nType="-99"/>
3129 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0078126341104507e-02" rms="4.3103504180908203e-01" purity="4.6841776371002197e-01" nType="-99"/>
3130 </Node>
3131 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.6611797064542770e-02" cType="1" res="8.6422674357891083e-02" rms="4.3606916069984436e-01" purity="6.5998840332031250e-01" nType="0">
3132 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6263928040862083e-02" rms="4.1662913560867310e-01" purity="6.7908519506454468e-01" nType="-99"/>
3133 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7126183956861496e-02" rms="4.5416688919067383e-01" purity="6.4058864116668701e-01" nType="-99"/>
3134 </Node>
3135 </Node>
3136 </BinaryTree>
3137 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="265">
3138 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.4287169091403484e-02" cType="1" res="-4.3011270463466644e-03" rms="4.1595140099525452e-01" purity="4.9412742257118225e-01" nType="0">
3139 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.7964271903038025e-01" cType="1" res="9.9795600399374962e-03" rms="4.1205877065658569e-01" purity="4.7163379192352295e-01" nType="0">
3140 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2251888401806355e-03" rms="3.9820006489753723e-01" purity="3.8347142934799194e-01" nType="-99"/>
3141 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0386770591139793e-02" rms="4.3882080912590027e-01" purity="6.6108888387680054e-01" nType="-99"/>
3142 </Node>
3143 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.1294263899326324e-02" cType="1" res="-2.7997462078928947e-02" rms="4.2126461863517761e-01" purity="5.3145164251327515e-01" nType="0">
3144 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2010931745171547e-02" rms="4.1335967183113098e-01" purity="4.4992250204086304e-01" nType="-99"/>
3145 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1829037256538868e-03" rms="4.2287409305572510e-01" purity="6.0639774799346924e-01" nType="-99"/>
3146 </Node>
3147 </Node>
3148 </BinaryTree>
3149 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="266">
3150 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.8572428971529007e-02" cType="1" res="-1.4542276039719582e-03" rms="4.1870024800300598e-01" purity="4.8984935879707336e-01" nType="0">
3151 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3108281195163727e-02" cType="1" res="-1.1228198185563087e-02" rms="4.1561013460159302e-01" purity="4.5267996191978455e-01" nType="0">
3152 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9303165609017015e-03" rms="4.1795077919960022e-01" purity="4.5069923996925354e-01" nType="-99"/>
3153 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8858291208744049e-02" rms="3.7919443845748901e-01" purity="4.7855368256568909e-01" nType="-99"/>
3154 </Node>
3155 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.3884992599487305e-02" cType="1" res="3.0719667673110962e-02" rms="4.2713803052902222e-01" purity="6.1220347881317139e-01" nType="0">
3156 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2242192402482033e-02" rms="4.2561525106430054e-01" purity="6.2021702527999878e-01" nType="-99"/>
3157 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6533267013728619e-03" rms="4.2821633815765381e-01" purity="5.8736616373062134e-01" nType="-99"/>
3158 </Node>
3159 </Node>
3160 </BinaryTree>
3161 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="267">
3162 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="5.8448631316423416e-03" rms="4.2081388831138611e-01" purity="5.0467973947525024e-01" nType="0">
3163 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.3495733737945557e-01" cType="1" res="1.0886143893003464e-02" rms="4.2145502567291260e-01" purity="5.1244872808456421e-01" nType="0">
3164 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.0801723524928093e-03" rms="4.1356742382049561e-01" purity="3.2882997393608093e-01" nType="-99"/>
3165 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.6828967798501253e-04" rms="4.2784160375595093e-01" purity="6.7624104022979736e-01" nType="-99"/>
3166 </Node>
3167 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.1385116316378117e-03" cType="1" res="-4.5108582824468613e-02" rms="4.1081994771957397e-01" purity="4.2615675926208496e-01" nType="0">
3168 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8837652653455734e-02" rms="3.7087842822074890e-01" purity="3.2229578495025635e-01" nType="-99"/>
3169 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7912057489156723e-03" rms="4.2454722523689270e-01" purity="4.9739563465118408e-01" nType="-99"/>
3170 </Node>
3171 </Node>
3172 </BinaryTree>
3173 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="268">
3174 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="-9.5234159380197525e-04" rms="4.2302715778350830e-01" purity="4.9190884828567505e-01" nType="0">
3175 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.7929524183273315e-01" cType="1" res="3.0775051563978195e-02" rms="4.0688639879226685e-01" purity="4.4010707736015320e-01" nType="0">
3176 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7622360959649086e-02" rms="3.9075857400894165e-01" purity="3.9680743217468262e-01" nType="-99"/>
3177 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.7299731783568859e-03" rms="4.4035202264785767e-01" purity="5.5387419462203979e-01" nType="-99"/>
3178 </Node>
3179 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.3332772552967072e-02" cType="1" res="-9.0131135657429695e-03" rms="4.2665508389472961e-01" purity="5.0506979227066040e-01" nType="0">
3180 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.6176120415329933e-04" rms="4.2258903384208679e-01" purity="4.9768316745758057e-01" nType="-99"/>
3181 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2289814651012421e-02" rms="4.4651585817337036e-01" purity="5.4587352275848389e-01" nType="-99"/>
3182 </Node>
3183 </Node>
3184 </BinaryTree>
3185 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="269">
3186 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="7.8174648806452751e-03" rms="4.2202320694923401e-01" purity="5.0289869308471680e-01" nType="0">
3187 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.6190195232629776e-02" cType="1" res="3.9083543233573437e-03" rms="4.2169120907783508e-01" purity="5.0088584423065186e-01" nType="0">
3188 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2819847324863076e-03" rms="4.1261944174766541e-01" purity="4.6937882900238037e-01" nType="-99"/>
3189 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.7710961923003197e-03" rms="4.4721940159797668e-01" purity="5.9690994024276733e-01" nType="-99"/>
3190 </Node>
3191 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.1571430206298828e+01" cType="1" res="6.0385569930076599e-02" rms="4.2296749353408813e-01" purity="5.2996671199798584e-01" nType="0">
3192 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9729394242167473e-02" rms="4.0891090035438538e-01" purity="6.2191432714462280e-01" nType="-99"/>
3193 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.5037329982733354e-05" rms="4.2972433567047119e-01" purity="4.2943945527076721e-01" nType="-99"/>
3194 </Node>
3195 </Node>
3196 </BinaryTree>
3197 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="270">
3198 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4253976345062256e-01" cType="1" res="1.4225089922547340e-02" rms="4.1197174787521362e-01" purity="5.2083176374435425e-01" nType="0">
3199 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.5219846367835999e-01" cType="1" res="-9.1506959870457649e-03" rms="3.7015217542648315e-01" purity="2.2963970899581909e-01" nType="0">
3200 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7428375780582428e-02" rms="3.1418004631996155e-01" purity="1.2702418863773346e-01" nType="-99"/>
3201 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.8419299572706223e-03" rms="4.2419207096099854e-01" purity="3.5332718491554260e-01" nType="-99"/>
3202 </Node>
3203 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="2.5429151952266693e-02" rms="4.3012827634811401e-01" purity="6.6040068864822388e-01" nType="0">
3204 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6612626612186432e-02" rms="4.4655764102935791e-01" purity="6.2219429016113281e-01" nType="-99"/>
3205 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.9155441336333752e-03" rms="4.2544415593147278e-01" purity="6.6963964700698853e-01" nType="-99"/>
3206 </Node>
3207 </Node>
3208 </BinaryTree>
3209 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="271">
3210 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.1428743377327919e-02" cType="1" res="-9.2650465667247772e-03" rms="4.1143524646759033e-01" purity="4.9179020524024963e-01" nType="0">
3211 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.8604527711868286e-01" cType="1" res="-2.1289961412549019e-02" rms="4.0413483977317810e-01" purity="4.4598805904388428e-01" nType="0">
3212 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.4688719362020493e-03" rms="4.0631097555160522e-01" purity="3.8021439313888550e-01" nType="-99"/>
3213 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.8001098223030567e-03" rms="3.9177292585372925e-01" purity="7.3727893829345703e-01" nType="-99"/>
3214 </Node>
3215 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.7762172520160675e-02" cType="1" res="1.7440743744373322e-02" rms="4.2599019408226013e-01" purity="5.9351092576980591e-01" nType="0">
3216 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0496421717107296e-02" rms="4.1644158959388733e-01" purity="6.1252480745315552e-01" nType="-99"/>
3217 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.0359444469213486e-03" rms="4.4064602255821228e-01" purity="5.5750077962875366e-01" nType="-99"/>
3218 </Node>
3219 </Node>
3220 </BinaryTree>
3221 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="272">
3222 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.8743163347244263e-01" cType="1" res="-5.2632042206823826e-03" rms="4.1627079248428345e-01" purity="4.9013328552246094e-01" nType="0">
3223 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.2273734807968140e-01" cType="1" res="2.7614929713308811e-03" rms="4.1367700695991516e-01" purity="4.8193347454071045e-01" nType="0">
3224 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9929136615246534e-03" rms="4.1234827041625977e-01" purity="4.2835471034049988e-01" nType="-99"/>
3225 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1992882005870342e-02" rms="4.1672378778457642e-01" purity="7.1786278486251831e-01" nType="-99"/>
3226 </Node>
3227 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.1293156147003174e+00" cType="1" res="-6.9806635379791260e-02" rms="4.3117505311965942e-01" purity="5.5608481168746948e-01" nType="0">
3228 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9192119836807251e-02" rms="4.4342848658561707e-01" purity="4.7445943951606750e-01" nType="-99"/>
3229 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0805400349199772e-03" rms="4.0938916802406311e-01" purity="6.5192794799804688e-01" nType="-99"/>
3230 </Node>
3231 </Node>
3232 </BinaryTree>
3233 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="273">
3234 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="1.2000611051917076e-02" rms="4.2077544331550598e-01" purity="5.0077629089355469e-01" nType="0">
3235 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.8572009876370430e-02" cType="1" res="-5.6695532985031605e-03" rms="4.1389265656471252e-01" purity="4.7039183974266052e-01" nType="0">
3236 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3363432846963406e-03" rms="4.1055127978324890e-01" purity="4.6048861742019653e-01" nType="-99"/>
3237 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6647228971123695e-02" rms="4.2254850268363953e-01" purity="5.0981307029724121e-01" nType="-99"/>
3238 </Node>
3239 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.0475405752658844e-02" cType="1" res="3.1112099066376686e-02" rms="4.2727327346801758e-01" purity="5.3363913297653198e-01" nType="0">
3240 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1713270843029022e-03" rms="4.2251667380332947e-01" purity="5.1641112565994263e-01" nType="-99"/>
3241 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5668833404779434e-02" rms="4.5978611707687378e-01" purity="6.7840826511383057e-01" nType="-99"/>
3242 </Node>
3243 </Node>
3244 </BinaryTree>
3245 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="274">
3246 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.3258276581764221e-01" cType="1" res="6.2726612668484449e-04" rms="4.1113117337226868e-01" purity="5.0117915868759155e-01" nType="0">
3247 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0475405752658844e-02" cType="1" res="-1.0757672600448132e-02" rms="4.0479972958564758e-01" purity="4.0947130322456360e-01" nType="0">
3248 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7381362849846482e-03" rms="4.0238547325134277e-01" purity="4.1012728214263916e-01" nType="-99"/>
3249 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1548330783843994e-02" rms="4.3392887711524963e-01" purity="3.9944720268249512e-01" nType="-99"/>
3250 </Node>
3251 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.3842959105968475e-01" cType="1" res="2.6507651433348656e-02" rms="4.2403760552406311e-01" purity="7.0965051651000977e-01" nType="0">
3252 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3328250497579575e-02" rms="4.2482361197471619e-01" purity="6.7678809165954590e-01" nType="-99"/>
3253 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0835621505975723e-02" rms="4.2218148708343506e-01" purity="7.1667838096618652e-01" nType="-99"/>
3254 </Node>
3255 </Node>
3256 </BinaryTree>
3257 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="275">
3258 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.6106135845184326e+00" cType="1" res="-7.2984490543603897e-03" rms="4.2041897773742676e-01" purity="4.8790502548217773e-01" nType="0">
3259 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="-4.3164128437638283e-03" rms="4.1939696669578552e-01" purity="4.8620700836181641e-01" nType="0">
3260 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.0764044970273972e-03" rms="4.0786629915237427e-01" purity="4.7338593006134033e-01" nType="-99"/>
3261 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6277137696743011e-03" rms="4.2488977313041687e-01" purity="4.9277755618095398e-01" nType="-99"/>
3262 </Node>
3263 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7572099119424820e-02" rms="4.4099342823028564e-01" purity="5.4018843173980713e-01" nType="-99"/>
3264 </Node>
3265 </BinaryTree>
3266 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="276">
3267 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="3.1978595070540905e-03" rms="4.2216396331787109e-01" purity="5.0185531377792358e-01" nType="0">
3268 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.0612696409225464e-01" cType="1" res="-3.9918985217809677e-02" rms="3.7432751059532166e-01" purity="3.6575514078140259e-01" nType="0">
3269 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9752424210309982e-02" rms="3.5913333296775818e-01" purity="2.5610050559043884e-01" nType="-99"/>
3270 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5656134132295847e-03" rms="4.0856763720512390e-01" purity="6.6850060224533081e-01" nType="-99"/>
3271 </Node>
3272 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.3818707466125488e+00" cType="1" res="1.2212896719574928e-02" rms="4.3095105886459351e-01" purity="5.3031158447265625e-01" nType="0">
3273 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4163460843265057e-03" rms="4.3061363697052002e-01" purity="5.2903914451599121e-01" nType="-99"/>
3274 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8132298961281776e-02" rms="4.2541247606277466e-01" purity="5.6364399194717407e-01" nType="-99"/>
3275 </Node>
3276 </Node>
3277 </BinaryTree>
3278 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="277">
3279 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.6128084659576416e+00" cType="1" res="2.1773313637822866e-03" rms="4.1519668698310852e-01" purity="5.0562560558319092e-01" nType="0">
3280 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.2733787298202515e-01" cType="1" res="-2.5436296127736568e-03" rms="4.1434675455093384e-01" purity="4.9576011300086975e-01" nType="0">
3281 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4848783165216446e-02" rms="2.4694405496120453e-01" purity="6.0839947313070297e-02" nType="-99"/>
3282 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1931244991719723e-03" rms="4.3326193094253540e-01" purity="5.6233137845993042e-01" nType="-99"/>
3283 </Node>
3284 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5975480675697327e-02" rms="4.2064967751502991e-01" purity="7.1087378263473511e-01" nType="-99"/>
3285 </Node>
3286 </BinaryTree>
3287 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="278">
3288 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1429577656090260e-03" cType="1" res="-9.8425783216953278e-03" rms="4.1207396984100342e-01" purity="4.8819461464881897e-01" nType="0">
3289 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.1565113067626953e-01" cType="1" res="6.8442560732364655e-03" rms="4.0708100795745850e-01" purity="4.7847741842269897e-01" nType="0">
3290 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.1898009628057480e-04" rms="4.0354010462760925e-01" purity="4.2770472168922424e-01" nType="-99"/>
3291 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4127646572887897e-02" rms="4.2134737968444824e-01" purity="7.3420089483261108e-01" nType="-99"/>
3292 </Node>
3293 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.1633567065000534e-02" cType="1" res="-2.4329813197255135e-02" rms="4.1581752896308899e-01" purity="4.9663090705871582e-01" nType="0">
3294 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1163580231368542e-02" rms="3.9587506651878357e-01" purity="4.5824497938156128e-01" nType="-99"/>
3295 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8941514426842332e-03" rms="4.5257624983787537e-01" purity="5.7583314180374146e-01" nType="-99"/>
3296 </Node>
3297 </Node>
3298 </BinaryTree>
3299 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="279">
3300 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.5714481025934219e-02" cType="1" res="6.2274974770843983e-03" rms="4.1726779937744141e-01" purity="5.0336128473281860e-01" nType="0">
3301 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.0321121811866760e-01" cType="1" res="5.5989547399803996e-04" rms="4.1504397988319397e-01" purity="4.8223716020584106e-01" nType="0">
3302 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1332196667790413e-03" rms="4.0638855099678040e-01" purity="4.3139046430587769e-01" nType="-99"/>
3303 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.0088982358574867e-03" rms="4.3941563367843628e-01" purity="6.4077365398406982e-01" nType="-99"/>
3304 </Node>
3305 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.6615207195281982e-01" cType="1" res="3.8824293762445450e-02" rms="4.2838123440742493e-01" purity="6.2485533952713013e-01" nType="0">
3306 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9798537716269493e-02" rms="4.4999784231185913e-01" purity="5.7479488849639893e-01" nType="-99"/>
3307 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.4022624865174294e-03" rms="3.8648700714111328e-01" purity="6.9875210523605347e-01" nType="-99"/>
3308 </Node>
3309 </Node>
3310 </BinaryTree>
3311 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="280">
3312 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0469214320182800e-02" cType="1" res="-1.6720938729122281e-03" rms="4.1796004772186279e-01" purity="4.9295949935913086e-01" nType="0">
3313 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.6192114353179932e+00" cType="1" res="4.0053571574389935e-03" rms="4.1720864176750183e-01" purity="4.9184095859527588e-01" nType="0">
3314 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5139687932096422e-04" rms="4.1625723242759705e-01" purity="4.8422598838806152e-01" nType="-99"/>
3315 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9758623093366623e-02" rms="4.3265455961227417e-01" purity="6.7201441526412964e-01" nType="-99"/>
3316 </Node>
3317 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.4857142448425293e+01" cType="1" res="-7.1484237909317017e-02" rms="4.2087680101394653e-01" purity="5.0671321153640747e-01" nType="0">
3318 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3463408946990967e-02" rms="3.9613088965415955e-01" purity="3.5206237435340881e-01" nType="-99"/>
3319 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2335027828812599e-03" rms="4.2532637715339661e-01" purity="5.9809637069702148e-01" nType="-99"/>
3320 </Node>
3321 </Node>
3322 </BinaryTree>
3323 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="281">
3324 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="1.1145351454615593e-02" rms="4.2454391717910767e-01" purity="5.0423240661621094e-01" nType="0">
3325 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.5469224452972412e-01" cType="1" res="5.8588976971805096e-03" rms="4.2364728450775146e-01" purity="4.9998712539672852e-01" nType="0">
3326 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5954250488430262e-03" rms="4.2100638151168823e-01" purity="4.8016273975372314e-01" nType="-99"/>
3327 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.6221043020486832e-03" rms="4.3614023923873901e-01" purity="6.1076635122299194e-01" nType="-99"/>
3328 </Node>
3329 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.1428569793701172e+01" cType="1" res="6.8761363625526428e-02" rms="4.3000236153602600e-01" purity="5.5050075054168701e-01" nType="0">
3330 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6217781007289886e-02" rms="4.2302486300468445e-01" purity="6.0137128829956055e-01" nType="-99"/>
3331 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1883085183799267e-03" rms="4.3438142538070679e-01" purity="4.8966348171234131e-01" nType="-99"/>
3332 </Node>
3333 </Node>
3334 </BinaryTree>
3335 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="282">
3336 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5221347361803055e-02" cType="1" res="7.5289313681423664e-03" rms="4.1677939891815186e-01" purity="5.1029407978057861e-01" nType="0">
3337 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.6571428298950195e+01" cType="1" res="1.0559936054050922e-02" rms="4.1784647107124329e-01" purity="5.0649094581604004e-01" nType="0">
3338 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4055782230570912e-03" rms="4.1657623648643494e-01" purity="5.0029546022415161e-01" nType="-99"/>
3339 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.7726367637515068e-03" rms="4.2210778594017029e-01" purity="5.3085511922836304e-01" nType="-99"/>
3340 </Node>
3341 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5779279172420502e-02" rms="3.8808384537696838e-01" purity="5.9060066938400269e-01" nType="-99"/>
3342 </Node>
3343 </BinaryTree>
3344 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="283">
3345 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.3389075994491577e-01" cType="1" res="-1.4442270621657372e-02" rms="4.1124528646469116e-01" purity="4.8460274934768677e-01" nType="0">
3346 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.1741428971290588e-01" cType="1" res="-2.3689353838562965e-02" rms="4.0696832537651062e-01" purity="3.9214399456977844e-01" nType="0">
3347 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4735390692949295e-03" rms="4.0089413523674011e-01" purity="3.8303458690643311e-01" nType="-99"/>
3348 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9369974508881569e-02" rms="4.6249222755432129e-01" purity="5.0135016441345215e-01" nType="-99"/>
3349 </Node>
3350 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="9.8571424484252930e+00" cType="1" res="7.0554609410464764e-03" rms="4.2023488879203796e-01" purity="6.9955193996429443e-01" nType="0">
3351 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4637377113103867e-02" rms="4.3442526459693909e-01" purity="6.0970360040664673e-01" nType="-99"/>
3352 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.7738015204668045e-03" rms="4.1408687829971313e-01" purity="7.2651284933090210e-01" nType="-99"/>
3353 </Node>
3354 </Node>
3355 </BinaryTree>
3356 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="284">
3357 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3108851909637451e-01" cType="1" res="-1.0499217314645648e-03" rms="4.1620042920112610e-01" purity="4.9490150809288025e-01" nType="0">
3358 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.9054416418075562e-01" cType="1" res="-1.8140401691198349e-02" rms="3.9793765544891357e-01" purity="3.8985764980316162e-01" nType="0">
3359 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7882598806172609e-03" rms="3.9269044995307922e-01" purity="3.8321292400360107e-01" nType="-99"/>
3360 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0144925713539124e-02" rms="4.5378726720809937e-01" purity="5.1108956336975098e-01" nType="-99"/>
3361 </Node>
3362 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.6664907932281494e-01" cType="1" res="2.1245982497930527e-02" rms="4.3788319826126099e-01" purity="6.3193970918655396e-01" nType="0">
3363 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.3868494257330894e-03" rms="4.5190370082855225e-01" purity="5.7086086273193359e-01" nType="-99"/>
3364 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8648921977728605e-03" rms="4.0994590520858765e-01" purity="7.4210309982299805e-01" nType="-99"/>
3365 </Node>
3366 </Node>
3367 </BinaryTree>
3368 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="285">
3369 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="8.1274694204330444e-01" cType="1" res="-6.5078656189143658e-03" rms="4.1558569669723511e-01" purity="4.8646479845046997e-01" nType="0">
3370 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="-2.8776701074093580e-03" rms="4.1456487774848938e-01" purity="4.7976917028427124e-01" nType="0">
3371 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.7469474636018276e-03" rms="4.1612777113914490e-01" purity="4.7239485383033752e-01" nType="-99"/>
3372 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.3767157522961497e-04" rms="4.1393077373504639e-01" purity="4.8164889216423035e-01" nType="-99"/>
3373 </Node>
3374 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6501739397644997e-02" rms="4.3023207783699036e-01" purity="6.4574521780014038e-01" nType="-99"/>
3375 </Node>
3376 </BinaryTree>
3377 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="286">
3378 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0476027876138687e-02" cType="1" res="-7.7418272849172354e-04" rms="4.1386806964874268e-01" purity="4.9626404047012329e-01" nType="0">
3379 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="4.2889830470085144e-01" cType="1" res="5.5234050378203392e-03" rms="4.1321253776550293e-01" purity="4.9640542268753052e-01" nType="0">
3380 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4637824390083551e-03" rms="4.1025590896606445e-01" purity="3.6064940690994263e-01" nType="-99"/>
3381 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7112830691039562e-03" rms="4.1576403379440308e-01" purity="6.3899987936019897e-01" nType="-99"/>
3382 </Node>
3383 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.6371780335903168e-02" cType="1" res="-7.7175661921501160e-02" rms="4.1418126225471497e-01" purity="4.9454838037490845e-01" nType="0">
3384 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3060438930988312e-02" rms="4.0117976069450378e-01" purity="4.0629181265830994e-01" nType="-99"/>
3385 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5140567924827337e-03" rms="4.2084291577339172e-01" purity="6.0229313373565674e-01" nType="-99"/>
3386 </Node>
3387 </Node>
3388 </BinaryTree>
3389 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="287">
3390 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="4.3762908317148685e-03" rms="4.1034048795700073e-01" purity="5.0332081317901611e-01" nType="0">
3391 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="5.7142858505249023e+00" cType="1" res="7.7614653855562210e-03" rms="4.1098991036415100e-01" purity="5.0827383995056152e-01" nType="0">
3392 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7670065164566040e-02" rms="3.5242855548858643e-01" purity="2.8501877188682556e-01" nType="-99"/>
3393 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2831220887601376e-03" rms="4.1459608078002930e-01" purity="5.2451938390731812e-01" nType="-99"/>
3394 </Node>
3395 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2500079125165939e-02" rms="3.8258659839630127e-01" purity="3.7413176894187927e-01" nType="-99"/>
3396 </Node>
3397 </BinaryTree>
3398 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="288">
3399 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.2856961488723755e-02" cType="1" res="1.0759811848402023e-02" rms="4.2448660731315613e-01" purity="5.0139045715332031e-01" nType="0">
3400 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.2609831392765045e-01" cType="1" res="6.7442413419485092e-03" rms="4.2498704791069031e-01" purity="4.8950061202049255e-01" nType="0">
3401 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2618074007332325e-03" rms="4.0493708848953247e-01" purity="3.1172984838485718e-01" nType="-99"/>
3402 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7192166997119784e-03" rms="4.4261556863784790e-01" purity="6.5687352418899536e-01" nType="-99"/>
3403 </Node>
3404 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.5666666984558105e+01" cType="1" res="5.8958809822797775e-02" rms="4.1541486978530884e-01" purity="6.4410442113876343e-01" nType="0">
3405 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3890068046748638e-02" rms="3.9406618475914001e-01" purity="6.2554436922073364e-01" nType="-99"/>
3406 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6296047717332840e-02" rms="4.3483620882034302e-01" purity="6.6191673278808594e-01" nType="-99"/>
3407 </Node>
3408 </Node>
3409 </BinaryTree>
3410 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="289">
3411 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="1.0144639760255814e-02" rms="4.1735956072807312e-01" purity="5.1020723581314087e-01" nType="0">
3412 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.1904764175415039e+00" cType="1" res="-3.1268984079360962e-02" rms="3.7939152121543884e-01" purity="3.5867422819137573e-01" nType="0">
3413 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2890961021184921e-02" rms="3.8455516099929810e-01" purity="3.4493854641914368e-01" nType="-99"/>
3414 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6970250755548477e-02" rms="3.7466782331466675e-01" purity="3.6331811547279358e-01" nType="-99"/>
3415 </Node>
3416 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.5718008279800415e+00" cType="1" res="1.8841421231627464e-02" rms="4.2438882589340210e-01" purity="5.4202884435653687e-01" nType="0">
3417 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9869815595448017e-03" rms="4.2468720674514771e-01" purity="5.4037278890609741e-01" nType="-99"/>
3418 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6889611259102821e-02" rms="4.0946787595748901e-01" purity="5.8054304122924805e-01" nType="-99"/>
3419 </Node>
3420 </Node>
3421 </BinaryTree>
3422 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="290">
3423 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1930127143859863e+00" cType="1" res="-3.6736950278282166e-03" rms="4.2114633321762085e-01" purity="4.9284487962722778e-01" nType="0">
3424 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1149785667657852e-01" cType="1" res="-8.0907968804240227e-03" rms="4.1911259293556213e-01" purity="4.6527239680290222e-01" nType="0">
3425 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3088073618710041e-03" rms="3.8230621814727783e-01" purity="3.2267338037490845e-01" nType="-99"/>
3426 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1158051937818527e-03" rms="4.3554350733757019e-01" purity="5.3519576787948608e-01" nType="-99"/>
3427 </Node>
3428 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.1458327583968639e-03" cType="1" res="2.4278953671455383e-02" rms="4.3275111913681030e-01" purity="6.6733121871948242e-01" nType="0">
3429 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.2194264717400074e-03" rms="4.0601637959480286e-01" purity="6.5591609477996826e-01" nType="-99"/>
3430 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1634616181254387e-02" rms="4.4410091638565063e-01" purity="6.7312943935394287e-01" nType="-99"/>
3431 </Node>
3432 </Node>
3433 </BinaryTree>
3434 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="291">
3435 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.6079224348068237e+00" cType="1" res="-8.2562421448528767e-04" rms="4.1651192307472229e-01" purity="4.9571597576141357e-01" nType="0">
3436 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="1.8287323182448745e-03" rms="4.1654527187347412e-01" purity="4.9508246779441833e-01" nType="0">
3437 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.3742300048470497e-03" rms="3.9185136556625366e-01" purity="4.2138373851776123e-01" nType="-99"/>
3438 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1985836317762733e-03" rms="4.2205923795700073e-01" purity="5.1289016008377075e-01" nType="-99"/>
3439 </Node>
3440 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0439794287085533e-02" rms="4.0811976790428162e-01" purity="5.1406687498092651e-01" nType="-99"/>
3441 </Node>
3442 </BinaryTree>
3443 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="292">
3444 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1429577656090260e-03" cType="1" res="2.1655119489878416e-03" rms="4.1911008954048157e-01" purity="4.9852332472801208e-01" nType="0">
3445 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.3053590953350067e-01" cType="1" res="2.6576578617095947e-02" rms="4.1717761754989624e-01" purity="4.9816489219665527e-01" nType="0">
3446 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4072594232857227e-02" rms="4.1027745604515076e-01" purity="4.4108688831329346e-01" nType="-99"/>
3447 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7868375182151794e-03" rms="4.2729476094245911e-01" purity="6.0510325431823730e-01" nType="-99"/>
3448 </Node>
3449 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="-2.1099738776683807e-02" rms="4.1962400078773499e-01" purity="4.9886497855186462e-01" nType="0">
3450 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1340128518640995e-03" rms="4.2024886608123779e-01" purity="5.0355964899063110e-01" nType="-99"/>
3451 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5165030024945736e-02" rms="4.1416269540786743e-01" purity="4.7088766098022461e-01" nType="-99"/>
3452 </Node>
3453 </Node>
3454 </BinaryTree>
3455 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="293">
3456 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4411652982234955e-01" cType="1" res="1.0827268473803997e-02" rms="4.1648417711257935e-01" purity="5.0907146930694580e-01" nType="0">
3457 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.7342245578765869e-01" cType="1" res="-9.8941177129745483e-03" rms="3.7609741091728210e-01" purity="2.2357320785522461e-01" nType="0">
3458 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1031357571482658e-02" rms="3.4296464920043945e-01" purity="1.6772958636283875e-01" nType="-99"/>
3459 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0367825403809547e-02" rms="4.8862609267234802e-01" purity="4.7567111253738403e-01" nType="-99"/>
3460 </Node>
3461 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.0533964633941650e+00" cType="1" res="2.1003719419240952e-02" rms="4.3458589911460876e-01" purity="6.4928215742111206e-01" nType="0">
3462 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6739064641296864e-03" rms="4.3652045726776123e-01" purity="6.5223515033721924e-01" nType="-99"/>
3463 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2286311946809292e-02" rms="4.0630611777305603e-01" purity="6.1536049842834473e-01" nType="-99"/>
3464 </Node>
3465 </Node>
3466 </BinaryTree>
3467 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="294">
3468 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2000000000000000e+01" cType="1" res="4.1432292200624943e-03" rms="4.1557058691978455e-01" purity="5.0542992353439331e-01" nType="0">
3469 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="8.6783611774444580e-01" cType="1" res="-1.3845805078744888e-03" rms="4.1528484225273132e-01" purity="5.0050544738769531e-01" nType="0">
3470 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2071956880390644e-03" rms="4.1435027122497559e-01" purity="4.7754073143005371e-01" nType="-99"/>
3471 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1654950678348541e-02" rms="4.1968724131584167e-01" purity="6.6711127758026123e-01" nType="-99"/>
3472 </Node>
3473 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7602695412933826e-03" cType="1" res="4.2325440794229507e-02" rms="4.1553571820259094e-01" purity="5.3944492340087891e-01" nType="0">
3474 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7246799543499947e-02" rms="4.1984939575195312e-01" purity="5.7229614257812500e-01" nType="-99"/>
3475 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.3478319682180882e-03" rms="4.1209003329277039e-01" purity="5.1813697814941406e-01" nType="-99"/>
3476 </Node>
3477 </Node>
3478 </BinaryTree>
3479 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="295">
3480 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3340438306331635e-01" cType="1" res="1.7653169110417366e-02" rms="4.2187646031379700e-01" purity="5.1727962493896484e-01" nType="0">
3481 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2363446652889252e-01" cType="1" res="3.5760169848799706e-03" rms="4.1241282224655151e-01" purity="3.1023144721984863e-01" nType="0">
3482 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.8998588249087334e-03" rms="4.0830209851264954e-01" purity="3.1447112560272217e-01" nType="-99"/>
3483 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6651607826352119e-02" rms="4.1875767707824707e-01" purity="2.8475415706634521e-01" nType="-99"/>
3484 </Node>
3485 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.4283284544944763e-02" cType="1" res="3.0032431706786156e-02" rms="4.2964559793472290e-01" purity="6.9935512542724609e-01" nType="0">
3486 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7108788490295410e-03" rms="4.3076381087303162e-01" purity="6.7273306846618652e-01" nType="-99"/>
3487 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2545750476419926e-02" rms="4.2768225073814392e-01" purity="7.2534984350204468e-01" nType="-99"/>
3488 </Node>
3489 </Node>
3490 </BinaryTree>
3491 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="296">
3492 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.4451342225074768e-01" cType="1" res="-1.1360814794898033e-02" rms="4.2031764984130859e-01" purity="4.8522308468818665e-01" nType="0">
3493 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.8080155849456787e-02" cType="1" res="1.2812578119337559e-02" rms="4.0329733490943909e-01" purity="3.5212874412536621e-01" nType="0">
3494 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4580909889191389e-04" rms="3.8767486810684204e-01" purity="3.2849580049514771e-01" nType="-99"/>
3495 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6880430057644844e-02" rms="4.8311051726341248e-01" purity="5.0675970315933228e-01" nType="-99"/>
3496 </Node>
3497 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="-2.0219476893544197e-02" rms="4.2604160308837891e-01" purity="5.3399729728698730e-01" nType="0">
3498 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.3935353904962540e-03" rms="4.1985508799552917e-01" purity="5.2422773838043213e-01" nType="-99"/>
3499 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.6185362413525581e-03" rms="4.5084032416343689e-01" purity="5.7983160018920898e-01" nType="-99"/>
3500 </Node>
3501 </Node>
3502 </BinaryTree>
3503 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="297">
3504 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="2.0992951467633247e-03" rms="4.2496249079704285e-01" purity="4.9374037981033325e-01" nType="0">
3505 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4155209958553314e-01" cType="1" res="1.2756448239088058e-02" rms="4.2238858342170715e-01" purity="4.9794492125511169e-01" nType="0">
3506 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2067307718098164e-02" rms="3.8887828588485718e-01" purity="2.5415685772895813e-01" nType="-99"/>
3507 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6431519654579461e-04" rms="4.3861404061317444e-01" purity="6.2677437067031860e-01" nType="-99"/>
3508 </Node>
3509 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.2542923688888550e-01" cType="1" res="-2.6739098131656647e-02" rms="4.3052986264228821e-01" purity="4.8236274719238281e-01" nType="0">
3510 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0983823798596859e-02" rms="4.3348619341850281e-01" purity="4.3330544233322144e-01" nType="-99"/>
3511 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.6444600708782673e-03" rms="4.1349384188652039e-01" purity="6.8470209836959839e-01" nType="-99"/>
3512 </Node>
3513 </Node>
3514 </BinaryTree>
3515 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="298">
3516 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.7376078963279724e-01" cType="1" res="7.2576840466354042e-05" rms="4.1790455579757690e-01" purity="4.9325191974639893e-01" nType="0">
3517 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.9778369367122650e-01" cType="1" res="-5.2140215411782265e-03" rms="4.1618612408638000e-01" purity="4.5471185445785522e-01" nType="0">
3518 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4608250241726637e-03" rms="3.9730492234230042e-01" purity="3.9058563113212585e-01" nType="-99"/>
3519 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.4219417981803417e-03" rms="4.4281977415084839e-01" purity="5.5311381816864014e-01" nType="-99"/>
3520 </Node>
3521 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.7428571701049805e+01" cType="1" res="3.0764261260628700e-02" rms="4.2645195126533508e-01" purity="7.1699863672256470e-01" nType="0">
3522 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4883409254252911e-02" rms="4.1736087203025818e-01" purity="7.4815678596496582e-01" nType="-99"/>
3523 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.9571648016571999e-03" rms="4.3928024172782898e-01" purity="6.5380722284317017e-01" nType="-99"/>
3524 </Node>
3525 </Node>
3526 </BinaryTree>
3527 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="299">
3528 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1337838172912598e+00" cType="1" res="-2.2526045795530081e-03" rms="4.1548776626586914e-01" purity="4.9585953354835510e-01" nType="0">
3529 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.1643690764904022e-01" cType="1" res="-7.8334575518965721e-03" rms="4.1270092129707336e-01" purity="4.8398441076278687e-01" nType="0">
3530 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3878333847969770e-03" rms="3.9842310547828674e-01" purity="4.1090384125709534e-01" nType="-99"/>
3531 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.7365486174821854e-03" rms="4.3262174725532532e-01" purity="5.9394967555999756e-01" nType="-99"/>
3532 </Node>
3533 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.3070445060729980e+00" cType="1" res="6.8145900964736938e-02" rms="4.4316524267196655e-01" purity="6.4565533399581909e-01" nType="0">
3534 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5428300499916077e-02" rms="4.2103806138038635e-01" purity="5.9884148836135864e-01" nType="-99"/>
3535 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6217180574312806e-04" rms="4.5132768154144287e-01" purity="6.8618470430374146e-01" nType="-99"/>
3536 </Node>
3537 </Node>
3538 </BinaryTree>
3539 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="300">
3540 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.3918601274490356e+00" cType="1" res="4.8732385039329529e-03" rms="4.1726523637771606e-01" purity="5.0099551677703857e-01" nType="0">
3541 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.6050864458084106e-01" cType="1" res="1.7514064675197005e-03" rms="4.2041081190109253e-01" purity="4.8134535551071167e-01" nType="0">
3542 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2591648846864700e-03" rms="4.1440990567207336e-01" purity="4.4719985127449036e-01" nType="-99"/>
3543 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.7160152830183506e-03" rms="4.4251087307929993e-01" purity="6.1653500795364380e-01" nType="-99"/>
3544 </Node>
3545 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6845036298036575e-02" rms="3.6341357231140137e-01" purity="7.9693198204040527e-01" nType="-99"/>
3546 </Node>
3547 </BinaryTree>
3548 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="301">
3549 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="3.0525566544383764e-03" rms="4.1473183035850525e-01" purity="5.0293987989425659e-01" nType="0">
3550 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1142857551574707e+01" cType="1" res="2.2201564162969589e-02" rms="4.0650320053100586e-01" purity="5.0491088628768921e-01" nType="0">
3551 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0044594295322895e-02" rms="4.0310832858085632e-01" purity="5.0617933273315430e-01" nType="-99"/>
3552 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.7747722864151001e-03" rms="4.1671279072761536e-01" purity="4.9938976764678955e-01" nType="-99"/>
3553 </Node>
3554 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.8960160017013550e-01" cType="1" res="-1.1527406051754951e-02" rms="4.2030459642410278e-01" purity="5.0143921375274658e-01" nType="0">
3555 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5028273919597268e-03" rms="4.1736221313476562e-01" purity="4.9583527445793152e-01" nType="-99"/>
3556 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5496330335736275e-02" rms="4.4102507829666138e-01" purity="5.4836374521255493e-01" nType="-99"/>
3557 </Node>
3558 </Node>
3559 </BinaryTree>
3560 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="302">
3561 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4312604665756226e+00" cType="1" res="2.8012905386276543e-04" rms="4.2567226290702820e-01" purity="4.9106171727180481e-01" nType="0">
3562 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2420786172151566e-01" cType="1" res="5.8930148370563984e-03" rms="4.2581468820571899e-01" purity="4.8106744885444641e-01" nType="0">
3563 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.5729920752346516e-03" rms="4.1441923379898071e-01" purity="4.1571599245071411e-01" nType="-99"/>
3564 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.4196049459278584e-03" rms="4.4267964363098145e-01" purity="5.8933997154235840e-01" nType="-99"/>
3565 </Node>
3566 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="6.0978567600250244e-01" cType="1" res="-5.6981485337018967e-02" rms="4.1995146870613098e-01" purity="5.9302109479904175e-01" nType="0">
3567 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9400084167718887e-02" rms="4.3454289436340332e-01" purity="4.2695367336273193e-01" nType="-99"/>
3568 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1042962111532688e-03" rms="4.0274858474731445e-01" purity="7.2726786136627197e-01" nType="-99"/>
3569 </Node>
3570 </Node>
3571 </BinaryTree>
3572 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="303">
3573 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.0857143402099609e+01" cType="1" res="-7.3420396074652672e-03" rms="4.1317772865295410e-01" purity="4.9594441056251526e-01" nType="0">
3574 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1428571701049805e+01" cType="1" res="1.4090468175709248e-03" rms="4.1695654392242432e-01" purity="5.0357532501220703e-01" nType="0">
3575 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1026792973279953e-03" rms="4.0780657529830933e-01" purity="4.8155397176742554e-01" nType="-99"/>
3576 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8835416305810213e-03" rms="4.2210847139358521e-01" purity="5.1732480525970459e-01" nType="-99"/>
3577 </Node>
3578 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3528186976909637e-01" cType="1" res="-7.3628626763820648e-02" rms="3.7680298089981079e-01" purity="4.3814244866371155e-01" nType="0">
3579 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5305436700582504e-02" rms="3.3142453432083130e-01" purity="1.9919918477535248e-01" nType="-99"/>
3580 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.3966629095375538e-03" rms="4.0992802381515503e-01" purity="6.6924291849136353e-01" nType="-99"/>
3581 </Node>
3582 </Node>
3583 </BinaryTree>
3584 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="304">
3585 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.4283332042396069e-02" cType="1" res="5.3775543347001076e-04" rms="4.0961247682571411e-01" purity="5.0474184751510620e-01" nType="0">
3586 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="7.7142858505249023e+00" cType="1" res="-1.6044901683926582e-02" rms="4.0448293089866638e-01" purity="4.4613030552864075e-01" nType="0">
3587 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3935630917549133e-02" rms="3.3457696437835693e-01" purity="2.7125203609466553e-01" nType="-99"/>
3588 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1896248217672110e-03" rms="4.1353496909141541e-01" purity="4.7290048003196716e-01" nType="-99"/>
3589 </Node>
3590 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="7.0158267021179199e-01" cType="1" res="2.4904036894440651e-02" rms="4.1583731770515442e-01" purity="5.9086465835571289e-01" nType="0">
3591 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.7709670662879944e-03" rms="4.1497275233268738e-01" purity="5.6570166349411011e-01" nType="-99"/>
3592 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5658398196101189e-03" rms="4.1601413488388062e-01" purity="6.8847978115081787e-01" nType="-99"/>
3593 </Node>
3594 </Node>
3595 </BinaryTree>
3596 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="305">
3597 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3813559673726559e-03" cType="1" res="-1.0167314670979977e-02" rms="4.1502276062965393e-01" purity="4.7940236330032349e-01" nType="0">
3598 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="6.8050704430788755e-04" cType="1" res="1.4606609009206295e-02" rms="4.2491158843040466e-01" purity="5.3228759765625000e-01" nType="0">
3599 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6375740990042686e-02" rms="4.1396319866180420e-01" purity="4.7452145814895630e-01" nType="-99"/>
3600 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0806528851389885e-02" rms="4.2569488286972046e-01" purity="5.5227541923522949e-01" nType="-99"/>
3601 </Node>
3602 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.1860407441854477e-02" cType="1" res="-1.7390677705407143e-02" rms="4.1181424260139465e-01" purity="4.6398255228996277e-01" nType="0">
3603 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.9210698604583740e-03" rms="4.0403705835342407e-01" purity="4.2466765642166138e-01" nType="-99"/>
3604 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4547519646584988e-03" rms="4.3388658761978149e-01" purity="5.8942610025405884e-01" nType="-99"/>
3605 </Node>
3606 </Node>
3607 </BinaryTree>
3608 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="306">
3609 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="8.8520869612693787e-03" rms="4.1769278049468994e-01" purity="5.0393944978713989e-01" nType="0">
3610 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.7353880405426025e-01" cType="1" res="3.0370308086276054e-03" rms="4.1555315256118774e-01" purity="5.0060296058654785e-01" nType="0">
3611 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6812114045023918e-03" rms="4.1626051068305969e-01" purity="4.4665047526359558e-01" nType="-99"/>
3612 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0501232929527760e-02" rms="4.1051188111305237e-01" purity="7.2236531972885132e-01" nType="-99"/>
3613 </Node>
3614 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1293511390686035e-02" rms="4.4223114848136902e-01" purity="5.6788998842239380e-01" nType="-99"/>
3615 </Node>
3616 </BinaryTree>
3617 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="307">
3618 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.2857121676206589e-02" cType="1" res="8.3581171929836273e-03" rms="4.2042091488838196e-01" purity="5.0560224056243896e-01" nType="0">
3619 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.0542348623275757e-01" cType="1" res="1.2540128082036972e-02" rms="4.1962239146232605e-01" purity="5.0381654500961304e-01" nType="0">
3620 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7931731678545475e-03" rms="4.1861709952354431e-01" purity="4.8954284191131592e-01" nType="-99"/>
3621 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1534457094967365e-02" rms="4.2709571123123169e-01" purity="6.6814714670181274e-01" nType="-99"/>
3622 </Node>
3623 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.6942837536334991e-02" cType="1" res="-5.8747798204421997e-02" rms="4.2747363448143005e-01" purity="5.3425621986389160e-01" nType="0">
3624 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.5930240303277969e-03" rms="4.3795982003211975e-01" purity="5.6408989429473877e-01" nType="-99"/>
3625 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0399817973375320e-02" rms="4.0671339631080627e-01" purity="4.9441093206405640e-01" nType="-99"/>
3626 </Node>
3627 </Node>
3628 </BinaryTree>
3629 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="308">
3630 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.5711007118225098e+00" cType="1" res="5.9019764885306358e-03" rms="4.2626935243606567e-01" purity="4.9270334839820862e-01" nType="0">
3631 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.4924226701259613e-01" cType="1" res="3.8139990647323430e-04" rms="4.2577755451202393e-01" purity="4.7480145096778870e-01" nType="0">
3632 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.6471551805734634e-03" rms="3.8971015810966492e-01" purity="2.7291464805603027e-01" nType="-99"/>
3633 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8992569316178560e-03" rms="4.4351506233215332e-01" purity="5.8549487590789795e-01" nType="-99"/>
3634 </Node>
3635 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3405075073242188e-02" rms="4.2482307553291321e-01" purity="7.6796984672546387e-01" nType="-99"/>
3636 </Node>
3637 </BinaryTree>
3638 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="309">
3639 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="-3.4337576944380999e-03" rms="4.1775193810462952e-01" purity="4.9203950166702271e-01" nType="0">
3640 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4711140394210815e-01" cType="1" res="9.1717351460829377e-04" rms="4.1912153363227844e-01" purity="4.9810847640037537e-01" nType="0">
3641 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9479484762996435e-03" rms="4.2535069584846497e-01" purity="4.4824549555778503e-01" nType="-99"/>
3642 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.6842458695173264e-03" rms="3.8871017098426819e-01" purity="7.2165566682815552e-01" nType="-99"/>
3643 </Node>
3644 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0745385214686394e-02" rms="3.6632606387138367e-01" purity="3.4215241670608521e-01" nType="-99"/>
3645 </Node>
3646 </BinaryTree>
3647 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="310">
3648 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.2642649710178375e-01" cType="1" res="-2.5127648841589689e-03" rms="4.1273990273475647e-01" purity="4.9348348379135132e-01" nType="0">
3649 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.3047941029071808e-01" cType="1" res="-2.1009514108300209e-02" rms="3.9597982168197632e-01" purity="3.8732814788818359e-01" nType="0">
3650 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2758007273077965e-02" rms="3.7544214725494385e-01" purity="2.7916556596755981e-01" nType="-99"/>
3651 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.0862454595044255e-04" rms="4.2058658599853516e-01" purity="5.3119665384292603e-01" nType="-99"/>
3652 </Node>
3653 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.0912330150604248e-01" cType="1" res="2.0521946251392365e-02" rms="4.3159833550453186e-01" purity="6.2568277120590210e-01" nType="0">
3654 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2974615674465895e-03" rms="4.3275842070579529e-01" purity="5.9318000078201294e-01" nType="-99"/>
3655 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1704136617481709e-02" rms="4.2847096920013428e-01" purity="6.7984879016876221e-01" nType="-99"/>
3656 </Node>
3657 </Node>
3658 </BinaryTree>
3659 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="311">
3660 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="1.4546682126820087e-02" rms="4.1983425617218018e-01" purity="5.1367455720901489e-01" nType="0">
3661 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.2857006192207336e-02" cType="1" res="4.6128025278449059e-03" rms="4.0698909759521484e-01" purity="5.0429666042327881e-01" nType="0">
3662 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5840643793344498e-03" rms="4.0606489777565002e-01" purity="5.0494408607482910e-01" nType="-99"/>
3663 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0752085372805595e-02" rms="4.1521704196929932e-01" purity="4.9277755618095398e-01" nType="-99"/>
3664 </Node>
3665 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="1.1018910408020020e+00" cType="1" res="2.8268616646528244e-02" rms="4.3658545613288879e-01" purity="5.2662849426269531e-01" nType="0">
3666 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.7115868702530861e-03" rms="4.3476116657257080e-01" purity="5.2008587121963501e-01" nType="-99"/>
3667 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5465659797191620e-02" rms="4.4307869672775269e-01" purity="6.0953938961029053e-01" nType="-99"/>
3668 </Node>
3669 </Node>
3670 </BinaryTree>
3671 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="312">
3672 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.8372658491134644e+00" cType="1" res="-1.4415054582059383e-02" rms="4.1429013013839722e-01" purity="4.8110145330429077e-01" nType="0">
3673 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.1904960498213768e-02" cType="1" res="-1.1573290452361107e-02" rms="4.1407281160354614e-01" purity="4.8171773552894592e-01" nType="0">
3674 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0883608423173428e-03" rms="4.0833571553230286e-01" purity="4.1915795207023621e-01" nType="-99"/>
3675 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3924076920375228e-03" rms="4.2049309611320496e-01" purity="5.5948460102081299e-01" nType="-99"/>
3676 </Node>
3677 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1597454100847244e-02" rms="4.0902405977249146e-01" purity="4.5882365107536316e-01" nType="-99"/>
3678 </Node>
3679 </BinaryTree>
3680 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="313">
3681 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3813559673726559e-03" cType="1" res="1.4325560070574284e-02" rms="4.2085102200508118e-01" purity="5.0873625278472900e-01" nType="0">
3682 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.6190471649169922e+00" cType="1" res="5.1539957523345947e-02" rms="4.2598715424537659e-01" purity="5.6224709749221802e-01" nType="0">
3683 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1560685038566589e-02" rms="4.0324193239212036e-01" purity="6.5157783031463623e-01" nType="-99"/>
3684 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8786694165319204e-03" rms="4.2504584789276123e-01" purity="5.3363913297653198e-01" nType="-99"/>
3685 </Node>
3686 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="6.9163828156888485e-03" cType="1" res="3.4787957556545734e-03" rms="4.1872012615203857e-01" purity="4.9313962459564209e-01" nType="0">
3687 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.8375966511666775e-03" rms="4.0473398566246033e-01" purity="3.9966803789138794e-01" nType="-99"/>
3688 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7228427827358246e-03" rms="4.2347377538681030e-01" purity="5.2874994277954102e-01" nType="-99"/>
3689 </Node>
3690 </Node>
3691 </BinaryTree>
3692 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="314">
3693 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.3784031867980957e+00" cType="1" res="-9.5424819737672806e-03" rms="4.0853413939476013e-01" purity="4.8961746692657471e-01" nType="0">
3694 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="8.5721302032470703e-01" cType="1" res="-1.4899928122758865e-02" rms="4.0744110941886902e-01" purity="4.7921916842460632e-01" nType="0">
3695 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.9697479009628296e-03" rms="4.0661191940307617e-01" purity="4.4490364193916321e-01" nType="-99"/>
3696 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.2677250504493713e-03" rms="4.1044613718986511e-01" purity="7.4301558732986450e-01" nType="-99"/>
3697 </Node>
3698 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0693443715572357e-02" rms="4.1626584529876709e-01" purity="6.6654890775680542e-01" nType="-99"/>
3699 </Node>
3700 </BinaryTree>
3701 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="315">
3702 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.8100696802139282e-01" cType="1" res="1.3765905983746052e-02" rms="4.2456486821174622e-01" purity="5.0732147693634033e-01" nType="0">
3703 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="7.7582269906997681e-02" cType="1" res="2.3367300629615784e-02" rms="4.2013999819755554e-01" purity="4.4415462017059326e-01" nType="0">
3704 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1518991552293301e-02" rms="4.1761216521263123e-01" purity="4.1416013240814209e-01" nType="-99"/>
3705 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9670317568816245e-05" rms="4.2308419942855835e-01" purity="4.9168556928634644e-01" nType="-99"/>
3706 </Node>
3707 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.1494438052177429e-01" cType="1" res="-8.7085738778114319e-03" rms="4.3391647934913635e-01" purity="6.5517920255661011e-01" nType="0">
3708 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1447036415338516e-02" rms="4.5836225152015686e-01" purity="5.0373643636703491e-01" nType="-99"/>
3709 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2156636696308851e-03" rms="4.2655682563781738e-01" purity="6.8735593557357788e-01" nType="-99"/>
3710 </Node>
3711 </Node>
3712 </BinaryTree>
3713 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="316">
3714 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="8.1274694204330444e-01" cType="1" res="-7.9231074778363109e-04" rms="4.1426628828048706e-01" purity="4.9440401792526245e-01" nType="0">
3715 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.8691807538270950e-02" cType="1" res="1.8787516746670008e-03" rms="4.1311892867088318e-01" purity="4.8722672462463379e-01" nType="0">
3716 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.6378947123885155e-03" rms="3.6320841312408447e-01" purity="3.1936532258987427e-01" nType="-99"/>
3717 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5582490488886833e-03" rms="4.2706525325775146e-01" purity="5.3914338350296021e-01" nType="-99"/>
3718 </Node>
3719 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6393356025218964e-02" rms="4.3468886613845825e-01" purity="6.5302646160125732e-01" nType="-99"/>
3720 </Node>
3721 </BinaryTree>
3722 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="317">
3723 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.1000000000000000e+01" cType="1" res="-6.1879487475380301e-04" rms="4.1459545493125916e-01" purity="5.0116300582885742e-01" nType="0">
3724 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.9044389948248863e-02" cType="1" res="-5.6599057279527187e-03" rms="4.1424730420112610e-01" purity="4.9850764870643616e-01" nType="0">
3725 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3126978883519769e-03" rms="4.0715515613555908e-01" purity="4.7891816496849060e-01" nType="-99"/>
3726 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.6631549745798111e-03" rms="4.2869415879249573e-01" purity="5.4201722145080566e-01" nType="-99"/>
3727 </Node>
3728 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.0933219194412231e-01" cType="1" res="3.0930383130908012e-02" rms="4.1538044810295105e-01" purity="5.1778090000152588e-01" nType="0">
3729 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.3455556780099869e-03" rms="3.7610992789268494e-01" purity="3.2823342084884644e-01" nType="-99"/>
3730 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6360675916075706e-02" rms="4.3002578616142273e-01" purity="6.1292964220046997e-01" nType="-99"/>
3731 </Node>
3732 </Node>
3733 </BinaryTree>
3734 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="318">
3735 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.8743163347244263e-01" cType="1" res="4.0264609269797802e-03" rms="4.1391628980636597e-01" purity="5.0416040420532227e-01" nType="0">
3736 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.0353364944458008e+00" cType="1" res="-1.0907424148172140e-03" rms="4.1277986764907837e-01" purity="4.8247227072715759e-01" nType="0">
3737 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7804276002570987e-04" rms="4.1204115748405457e-01" purity="4.7308915853500366e-01" nType="-99"/>
3738 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5601214021444321e-02" rms="4.2173698544502258e-01" purity="6.4771544933319092e-01" nType="-99"/>
3739 </Node>
3740 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.6685715913772583e+00" cType="1" res="3.8017943501472473e-02" rms="4.1980698704719543e-01" purity="6.4822596311569214e-01" nType="0">
3741 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4374408870935440e-02" rms="4.2275133728981018e-01" purity="6.7745035886764526e-01" nType="-99"/>
3742 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1519660260528326e-03" rms="4.0757602453231812e-01" purity="5.6946969032287598e-01" nType="-99"/>
3743 </Node>
3744 </Node>
3745 </BinaryTree>
3746 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="319">
3747 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4219344556331635e-01" cType="1" res="-9.8235430195927620e-03" rms="4.1252332925796509e-01" purity="4.9481904506683350e-01" nType="0">
3748 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.0142708569765091e-01" cType="1" res="-2.8296967968344688e-02" rms="3.6263790726661682e-01" purity="2.0249472558498383e-01" nType="0">
3749 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.5172232203185558e-03" rms="3.5905164480209351e-01" purity="2.0905740559101105e-01" nType="-99"/>
3750 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8851220384240150e-02" rms="3.7080502510070801e-01" purity="1.7153263092041016e-01" nType="-99"/>
3751 </Node>
3752 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.7969727516174316e+00" cType="1" res="-9.7683572676032782e-04" rms="4.3411064147949219e-01" purity="6.3480973243713379e-01" nType="0">
3753 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1252009365707636e-04" rms="4.3442082405090332e-01" purity="6.4054214954376221e-01" nType="-99"/>
3754 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1747604012489319e-02" rms="4.1908857226371765e-01" purity="5.1024103164672852e-01" nType="-99"/>
3755 </Node>
3756 </Node>
3757 </BinaryTree>
3758 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="320">
3759 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="6.3598346710205078e-01" cType="1" res="1.2112337164580822e-02" rms="4.2073264718055725e-01" purity="5.0465720891952515e-01" nType="0">
3760 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.5226395130157471e-01" cType="1" res="2.2925175726413727e-02" rms="4.1805309057235718e-01" purity="4.7353348135948181e-01" nType="0">
3761 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9834162928164005e-03" rms="4.1500061750411987e-01" purity="4.6985074877738953e-01" nType="-99"/>
3762 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4341413527727127e-02" rms="4.6845385432243347e-01" purity="5.5848419666290283e-01" nType="-99"/>
3763 </Node>
3764 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="6.2096297740936279e-01" cType="1" res="-3.9754420518875122e-02" rms="4.2958819866180420e-01" purity="6.5395033359527588e-01" nType="0">
3765 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6284599900245667e-02" rms="4.6280351281166077e-01" purity="5.4817658662796021e-01" nType="-99"/>
3766 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5603167489171028e-03" rms="3.6301639676094055e-01" purity="8.2789760828018188e-01" nType="-99"/>
3767 </Node>
3768 </Node>
3769 </BinaryTree>
3770 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="321">
3771 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2000000000000000e+01" cType="1" res="-1.3147735444363207e-04" rms="4.1256597638130188e-01" purity="4.9767223000526428e-01" nType="0">
3772 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.0333333015441895e+01" cType="1" res="5.6356862187385559e-03" rms="4.1343757510185242e-01" purity="5.0551885366439819e-01" nType="0">
3773 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.2512421756982803e-03" rms="3.9185065031051636e-01" purity="4.8217374086380005e-01" nType="-99"/>
3774 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0706656612455845e-03" rms="4.2355397343635559e-01" purity="5.1726424694061279e-01" nType="-99"/>
3775 </Node>
3776 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.4452847838401794e-01" cType="1" res="-5.4770313203334808e-02" rms="4.0011146664619446e-01" purity="4.2333298921585083e-01" nType="0">
3777 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1320575624704361e-02" rms="3.6048910021781921e-01" purity="2.8517678380012512e-01" nType="-99"/>
3778 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1759635098278522e-03" rms="4.4183337688446045e-01" purity="6.2903237342834473e-01" nType="-99"/>
3779 </Node>
3780 </Node>
3781 </BinaryTree>
3782 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="322">
3783 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.3918601274490356e+00" cType="1" res="-1.8342290073633194e-02" rms="4.0842914581298828e-01" purity="4.8285597562789917e-01" nType="0">
3784 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.6663860529661179e-02" cType="1" res="-1.4722695574164391e-02" rms="4.0937161445617676e-01" purity="4.7384890913963318e-01" nType="0">
3785 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.4445013888180256e-03" rms="4.0354445576667786e-01" purity="4.1526910662651062e-01" nType="-99"/>
3786 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2190374545753002e-03" rms="4.1811478137969971e-01" purity="5.7069516181945801e-01" nType="-99"/>
3787 </Node>
3788 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4493133425712585e-02" rms="3.7934178113937378e-01" purity="6.7654287815093994e-01" nType="-99"/>
3789 </Node>
3790 </BinaryTree>
3791 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="323">
3792 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.2848851531744003e-02" cType="1" res="-3.3860923722386360e-03" rms="4.1077980399131775e-01" purity="4.9987971782684326e-01" nType="0">
3793 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.8047620058059692e-01" cType="1" res="-8.1596281379461288e-03" rms="4.0768396854400635e-01" purity="4.8923173546791077e-01" nType="0">
3794 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0316139608621597e-03" rms="3.9750155806541443e-01" purity="3.7759625911712646e-01" nType="-99"/>
3795 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9419598653912544e-03" rms="4.2265278100967407e-01" purity="6.7436540126800537e-01" nType="-99"/>
3796 </Node>
3797 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.6930659562349319e-02" cType="1" res="5.5567957460880280e-02" rms="4.4303065538406372e-01" purity="6.3138377666473389e-01" nType="0">
3798 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.1540324501693249e-04" rms="4.5015987753868103e-01" purity="5.6818681955337524e-01" nType="-99"/>
3799 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6859208941459656e-02" rms="4.3002739548683167e-01" purity="6.9266754388809204e-01" nType="-99"/>
3800 </Node>
3801 </Node>
3802 </BinaryTree>
3803 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="324">
3804 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.4000000000000000e+01" cType="1" res="8.4843821823596954e-03" rms="4.1998755931854248e-01" purity="5.0070875883102417e-01" nType="0">
3805 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.0809524536132812e+01" cType="1" res="-1.3989227591082454e-03" rms="4.1501817107200623e-01" purity="4.9110582470893860e-01" nType="0">
3806 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9852789118885994e-03" rms="4.1573554277420044e-01" purity="4.9925094842910767e-01" nType="-99"/>
3807 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6305601000785828e-02" rms="3.9321240782737732e-01" purity="3.9550563693046570e-01" nType="-99"/>
3808 </Node>
3809 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.2571430206298828e+01" cType="1" res="3.5733249038457870e-02" rms="4.3222463130950928e-01" purity="5.2718460559844971e-01" nType="0">
3810 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5533772297203541e-02" rms="4.4104707241058350e-01" purity="5.7593041658401489e-01" nType="-99"/>
3811 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.4604792967438698e-04" rms="4.1624215245246887e-01" purity="4.5332491397857666e-01" nType="-99"/>
3812 </Node>
3813 </Node>
3814 </BinaryTree>
3815 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="325">
3816 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7611230984330177e-03" cType="1" res="1.4258262701332569e-02" rms="4.1868352890014648e-01" purity="5.0356280803680420e-01" nType="0">
3817 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.5428571701049805e+01" cType="1" res="-1.0515604168176651e-02" rms="4.1158947348594666e-01" purity="4.5981994271278381e-01" nType="0">
3818 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0540502145886421e-02" rms="3.8839715719223022e-01" purity="4.2077109217643738e-01" nType="-99"/>
3819 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1654057092964649e-03" rms="4.3056249618530273e-01" purity="4.9570196866989136e-01" nType="-99"/>
3820 </Node>
3821 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.0731428861618042e+00" cType="1" res="2.7366971597075462e-02" rms="4.2180079221725464e-01" purity="5.2670866250991821e-01" nType="0">
3822 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.3011641874909401e-03" rms="4.1968324780464172e-01" purity="5.1306647062301636e-01" nType="-99"/>
3823 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0220094583928585e-02" rms="4.3665796518325806e-01" purity="6.6069430112838745e-01" nType="-99"/>
3824 </Node>
3825 </Node>
3826 </BinaryTree>
3827 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="326">
3828 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.5862212777137756e-01" cType="1" res="7.2210528887808323e-03" rms="4.1668516397476196e-01" purity="5.0252729654312134e-01" nType="0">
3829 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3813962470740080e-03" cType="1" res="-2.2558865603059530e-03" rms="4.1091647744178772e-01" purity="4.6195200085639954e-01" nType="0">
3830 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.9841382578015327e-03" rms="4.1123729944229126e-01" purity="4.5206087827682495e-01" nType="-99"/>
3831 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5213999431580305e-03" rms="4.1048860549926758e-01" purity="4.6447181701660156e-01" nType="-99"/>
3832 </Node>
3833 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.9788520336151123e-01" cType="1" res="4.2196426540613174e-02" rms="4.3553560972213745e-01" purity="6.5227347612380981e-01" nType="0">
3834 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3333433568477631e-03" rms="4.5841819047927856e-01" purity="5.2962106466293335e-01" nType="-99"/>
3835 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6504697501659393e-02" rms="4.2520070075988770e-01" purity="6.9514453411102295e-01" nType="-99"/>
3836 </Node>
3837 </Node>
3838 </BinaryTree>
3839 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="327">
3840 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5219503343105316e-02" cType="1" res="-5.7548675686120987e-03" rms="4.1910454630851746e-01" purity="4.8550644516944885e-01" nType="0">
3841 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.5067006461322308e-02" cType="1" res="-3.5600222181528807e-03" rms="4.1795337200164795e-01" purity="4.8371785879135132e-01" nType="0">
3842 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2971191685646772e-03" rms="4.1211384534835815e-01" purity="4.3766832351684570e-01" nType="-99"/>
3843 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8911179397255182e-03" rms="4.2802813649177551e-01" purity="5.6780606508255005e-01" nType="-99"/>
3844 </Node>
3845 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5985481441020966e-02" rms="4.4385480880737305e-01" purity="5.3122031688690186e-01" nType="-99"/>
3846 </Node>
3847 </BinaryTree>
3848 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="328">
3849 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="8.4237086772918701e-01" cType="1" res="-7.6049212366342545e-03" rms="4.1911903023719788e-01" purity="4.8400899767875671e-01" nType="0">
3850 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1450506448745728e+00" cType="1" res="-4.7472575679421425e-03" rms="4.1802784800529480e-01" purity="4.7869926691055298e-01" nType="0">
3851 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2384284529834986e-03" rms="4.1695052385330200e-01" purity="4.7513991594314575e-01" nType="-99"/>
3852 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0632879808545113e-02" rms="4.3743917346000671e-01" purity="5.7733547687530518e-01" nType="-99"/>
3853 </Node>
3854 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1630994975566864e-02" rms="4.4003200531005859e-01" purity="6.2151175737380981e-01" nType="-99"/>
3855 </Node>
3856 </BinaryTree>
3857 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="329">
3858 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="7.4751812219619751e-01" cType="1" res="1.5898905694484711e-02" rms="4.1498976945877075e-01" purity="5.1418280601501465e-01" nType="0">
3859 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.4523811340332031e+01" cType="1" res="1.1128246784210205e-02" rms="4.1549268364906311e-01" purity="4.9338242411613464e-01" nType="0">
3860 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1072104573249817e-03" rms="4.1370829939842224e-01" purity="4.9131035804748535e-01" nType="-99"/>
3861 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0015060678124428e-02" rms="4.5317468047142029e-01" purity="5.5487149953842163e-01" nType="-99"/>
3862 </Node>
3863 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0567459985613823e-02" rms="4.0360984206199646e-01" purity="7.7939677238464355e-01" nType="-99"/>
3864 </Node>
3865 </BinaryTree>
3866 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="330">
3867 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5238040387630463e-02" cType="1" res="-1.5605845488607883e-02" rms="4.0710145235061646e-01" purity="4.8525160551071167e-01" nType="0">
3868 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="-1.1959822848439217e-02" rms="4.0690198540687561e-01" purity="4.8506841063499451e-01" nType="0">
3869 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.7400861084461212e-03" rms="3.8752692937850952e-01" purity="4.5258626341819763e-01" nType="-99"/>
3870 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7442092434503138e-05" rms="4.1899555921554565e-01" purity="5.0688034296035767e-01" nType="-99"/>
3871 </Node>
3872 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9384287074208260e-02" rms="4.0116387605667114e-01" purity="4.8990744352340698e-01" nType="-99"/>
3873 </Node>
3874 </BinaryTree>
3875 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="331">
3876 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="1.4466715045273304e-02" rms="4.1109430789947510e-01" purity="5.1967048645019531e-01" nType="0">
3877 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.3624213039875031e-01" cType="1" res="-3.5329924430698156e-03" rms="3.8904315233230591e-01" purity="4.7706982493400574e-01" nType="0">
3878 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3605033755302429e-02" rms="2.8494855761528015e-01" purity="1.1132393032312393e-01" nType="-99"/>
3879 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1848152652382851e-03" rms="4.2578366398811340e-01" purity="6.4227741956710815e-01" nType="-99"/>
3880 </Node>
3881 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9012712240219116e+00" cType="1" res="2.5020048022270203e-02" rms="4.2313349246978760e-01" purity="5.4464751482009888e-01" nType="0">
3882 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.0535588786005974e-03" rms="4.2196318507194519e-01" purity="5.4548317193984985e-01" nType="-99"/>
3883 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7651285752654076e-02" rms="4.3121391534805298e-01" purity="5.2482610940933228e-01" nType="-99"/>
3884 </Node>
3885 </Node>
3886 </BinaryTree>
3887 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="332">
3888 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1766185760498047e-01" cType="1" res="4.8680338077247143e-03" rms="4.1089934110641479e-01" purity="5.0391048192977905e-01" nType="0">
3889 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.9961460232734680e-01" cType="1" res="-3.9207255467772484e-03" rms="4.0639385581016541e-01" purity="4.4714745879173279e-01" nType="0">
3890 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1339099146425724e-03" rms="4.0222948789596558e-01" purity="4.4949823617935181e-01" nType="-99"/>
3891 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7970608323812485e-02" rms="4.4737201929092407e-01" purity="4.1303101181983948e-01" nType="-99"/>
3892 </Node>
3893 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1252130270004272e+00" cType="1" res="3.1355403363704681e-02" rms="4.2308568954467773e-01" purity="6.7498165369033813e-01" nType="0">
3894 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7010780051350594e-02" rms="4.3567284941673279e-01" purity="6.9732767343521118e-01" nType="-99"/>
3895 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.9110782826319337e-04" rms="4.1095179319381714e-01" purity="6.5790206193923950e-01" nType="-99"/>
3896 </Node>
3897 </Node>
3898 </BinaryTree>
3899 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="333">
3900 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4000000000000000e+01" cType="1" res="-3.5559060052037239e-03" rms="4.1030740737915039e-01" purity="5.0318181514739990e-01" nType="0">
3901 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.8571549803018570e-02" cType="1" res="-8.6964148795232177e-04" rms="4.1046643257141113e-01" purity="5.0832670927047729e-01" nType="0">
3902 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8203734653070569e-03" rms="4.0654778480529785e-01" purity="4.9254477024078369e-01" nType="-99"/>
3903 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.9670567065477371e-03" rms="4.2416208982467651e-01" purity="5.6971091032028198e-01" nType="-99"/>
3904 </Node>
3905 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0726978555321693e-02" rms="3.9012327790260315e-01" purity="3.0393812060356140e-01" nType="-99"/>
3906 </Node>
3907 </BinaryTree>
3908 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="334">
3909 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.6671545505523682e-01" cType="1" res="6.9451890885829926e-03" rms="4.1759178042411804e-01" purity="5.0650370121002197e-01" nType="0">
3910 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.8889676928520203e-01" cType="1" res="1.7636448144912720e-02" rms="4.1614791750907898e-01" purity="4.4399383664131165e-01" nType="0">
3911 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6711340285837650e-03" rms="4.1267573833465576e-01" purity="3.5658538341522217e-01" nType="-99"/>
3912 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3847723603248596e-02" rms="4.2459800839424133e-01" purity="7.1429997682571411e-01" nType="-99"/>
3913 </Node>
3914 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="7.8988498449325562e-01" cType="1" res="-2.2939130663871765e-02" rms="4.2016094923019409e-01" purity="6.8123197555541992e-01" nType="0">
3915 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2408486567437649e-02" rms="4.5512330532073975e-01" purity="5.9500771760940552e-01" nType="-99"/>
3916 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6376055777072906e-02" rms="3.1506693363189697e-01" purity="8.8150441646575928e-01" nType="-99"/>
3917 </Node>
3918 </Node>
3919 </BinaryTree>
3920 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="335">
3921 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="7.2395861148834229e-01" cType="1" res="5.3165093995630741e-03" rms="4.1139444708824158e-01" purity="5.1502424478530884e-01" nType="0">
3922 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.3806853890419006e-01" cType="1" res="1.4194403775036335e-03" rms="4.1178724169731140e-01" purity="4.9619844555854797e-01" nType="0">
3923 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6843603700399399e-03" rms="4.0952536463737488e-01" purity="4.8738941550254822e-01" nType="-99"/>
3924 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1090856045484543e-02" rms="4.2158871889114380e-01" purity="5.4657244682312012e-01" nType="-99"/>
3925 </Node>
3926 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5239709056913853e-02" rms="4.0262711048126221e-01" purity="7.6408380270004272e-01" nType="-99"/>
3927 </Node>
3928 </BinaryTree>
3929 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="336">
3930 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.7377253174781799e-01" cType="1" res="-9.7220372408628464e-03" rms="4.1213759779930115e-01" purity="4.8961377143859863e-01" nType="0">
3931 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.4314249753952026e+00" cType="1" res="-1.7241517081856728e-02" rms="4.0962472558021545e-01" purity="4.4665223360061646e-01" nType="0">
3932 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8546100258827209e-03" rms="4.0943741798400879e-01" purity="4.4932454824447632e-01" nType="-99"/>
3933 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0828645452857018e-02" rms="4.0144562721252441e-01" purity="3.7055537104606628e-01" nType="-99"/>
3934 </Node>
3935 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.4904942512512207e+00" cType="1" res="3.1118493527173996e-02" rms="4.2319956421852112e-01" purity="7.2295075654983521e-01" nType="0">
3936 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.2765728216618299e-04" rms="4.5000416040420532e-01" purity="6.6615450382232666e-01" nType="-99"/>
3937 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8746247515082359e-02" rms="3.8813534379005432e-01" purity="7.8561037778854370e-01" nType="-99"/>
3938 </Node>
3939 </Node>
3940 </BinaryTree>
3941 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="337">
3942 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.6192114353179932e+00" cType="1" res="-1.0282382369041443e-02" rms="4.1323596239089966e-01" purity="4.9185794591903687e-01" nType="0">
3943 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.1797252893447876e-01" cType="1" res="-1.3730008155107498e-02" rms="4.1308736801147461e-01" purity="4.8144346475601196e-01" nType="0">
3944 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5862676557153463e-03" rms="4.1051658987998962e-01" purity="4.7205623984336853e-01" nType="-99"/>
3945 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1570507436990738e-02" rms="4.4430881738662720e-01" purity="6.2108743190765381e-01" nType="-99"/>
3946 </Node>
3947 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6104230657219887e-02" rms="4.1004410386085510e-01" purity="7.0274651050567627e-01" nType="-99"/>
3948 </Node>
3949 </BinaryTree>
3950 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="338">
3951 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.6660666093230247e-02" cType="1" res="1.5413279645144939e-02" rms="4.1818705201148987e-01" purity="5.1513844728469849e-01" nType="0">
3952 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.8574879169464111e+00" cType="1" res="-1.0796588612720370e-03" rms="4.1402703523635864e-01" purity="4.5414298772811890e-01" nType="0">
3953 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.8979984866455197e-04" rms="4.1276720166206360e-01" purity="4.4810947775840759e-01" nType="-99"/>
3954 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3300170898437500e-02" rms="4.2949309945106506e-01" purity="5.6843703985214233e-01" nType="-99"/>
3955 </Node>
3956 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.2947950661182404e-01" cType="1" res="4.1807789355516434e-02" rms="4.2342513799667358e-01" purity="6.1275279521942139e-01" nType="0">
3957 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2573904823511839e-03" rms="4.3622174859046936e-01" purity="4.6823364496231079e-01" nType="-99"/>
3958 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7574664205312729e-02" rms="4.1169545054435730e-01" purity="7.1832925081253052e-01" nType="-99"/>
3959 </Node>
3960 </Node>
3961 </BinaryTree>
3962 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="339">
3963 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1486673355102539e+00" cType="1" res="2.2141383669804782e-04" rms="4.1735148429870605e-01" purity="4.9732646346092224e-01" nType="0">
3964 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.4470431059598923e-02" cType="1" res="-4.4837766326963902e-03" rms="4.1733700037002563e-01" purity="4.8273780941963196e-01" nType="0">
3965 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.7501107007265091e-03" rms="4.0658986568450928e-01" purity="3.7715870141983032e-01" nType="-99"/>
3966 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.2413912490010262e-03" rms="4.2199683189392090e-01" purity="5.3736311197280884e-01" nType="-99"/>
3967 </Node>
3968 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.2632124423980713e+00" cType="1" res="5.6426163762807846e-02" rms="4.1340452432632446e-01" purity="6.7159241437911987e-01" nType="0">
3969 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8073742103297263e-04" rms="4.3737939000129700e-01" purity="6.1559903621673584e-01" nType="-99"/>
3970 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5683948770165443e-02" rms="3.8924822211265564e-01" purity="7.1320819854736328e-01" nType="-99"/>
3971 </Node>
3972 </Node>
3973 </BinaryTree>
3974 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="340">
3975 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.0238094329833984e+01" cType="1" res="8.5098491981625557e-03" rms="4.1936931014060974e-01" purity="5.0118762254714966e-01" nType="0">
3976 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.3902938365936279e-01" cType="1" res="-8.1630814820528030e-03" rms="4.1356295347213745e-01" purity="4.7572425007820129e-01" nType="0">
3977 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.2040724121034145e-04" rms="4.1270563006401062e-01" purity="4.6280688047409058e-01" nType="-99"/>
3978 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4236241355538368e-02" rms="4.1938194632530212e-01" purity="6.6795730590820312e-01" nType="-99"/>
3979 </Node>
3980 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.8721535205841064e-01" cType="1" res="3.9049889892339706e-02" rms="4.2812085151672363e-01" purity="5.4782921075820923e-01" nType="0">
3981 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0591277694329619e-04" rms="4.1447690129280090e-01" purity="3.7886241078376770e-01" nType="-99"/>
3982 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5641633421182632e-02" rms="4.3297603726387024e-01" purity="6.2764585018157959e-01" nType="-99"/>
3983 </Node>
3984 </Node>
3985 </BinaryTree>
3986 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="341">
3987 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.7376078963279724e-01" cType="1" res="6.7037376575171947e-03" rms="4.2755529284477234e-01" purity="4.9100181460380554e-01" nType="0">
3988 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.6683562994003296e-01" cType="1" res="1.2898486107587814e-02" rms="4.2541608214378357e-01" purity="4.6770918369293213e-01" nType="0">
3989 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7813739832490683e-03" rms="4.2370972037315369e-01" purity="4.4159060716629028e-01" nType="-99"/>
3990 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9342148676514626e-02" rms="4.3668305873870850e-01" purity="7.2499519586563110e-01" nType="-99"/>
3991 </Node>
3992 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.6179006323218346e-02" cType="1" res="-3.5331454128026962e-02" rms="4.3949714303016663e-01" purity="6.4905661344528198e-01" nType="0">
3993 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4783572405576706e-02" rms="4.4520488381385803e-01" purity="6.1289101839065552e-01" nType="-99"/>
3994 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1074023097753525e-03" rms="4.2478665709495544e-01" purity="7.1985185146331787e-01" nType="-99"/>
3995 </Node>
3996 </Node>
3997 </BinaryTree>
3998 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="342">
3999 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="8.2282535731792450e-03" rms="4.1165199875831604e-01" purity="5.0723284482955933e-01" nType="0">
4000 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="6.6666665077209473e+00" cType="1" res="2.5745511520653963e-03" rms="4.1178959608078003e-01" purity="5.0198721885681152e-01" nType="0">
4001 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2939030304551125e-02" rms="3.9668178558349609e-01" purity="4.2529198527336121e-01" nType="-99"/>
4002 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.9520739382132888e-04" rms="4.1352969408035278e-01" purity="5.1255071163177490e-01" nType="-99"/>
4003 </Node>
4004 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7830045223236084e-03" cType="1" res="7.2022378444671631e-02" rms="4.0465843677520752e-01" purity="5.6642240285873413e-01" nType="0">
4005 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.1109024360775948e-03" rms="3.6419591307640076e-01" purity="5.6969141960144043e-01" nType="-99"/>
4006 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4596970528364182e-02" rms="4.2385402321815491e-01" purity="5.6460809707641602e-01" nType="-99"/>
4007 </Node>
4008 </Node>
4009 </BinaryTree>
4010 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="343">
4011 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.4011244773864746e+00" cType="1" res="2.0828920241910964e-04" rms="4.1455760598182678e-01" purity="4.9788713455200195e-01" nType="0">
4012 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="-5.4137283004820347e-03" rms="4.1424909234046936e-01" purity="4.7481176257133484e-01" nType="0">
4013 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.5263058533892035e-04" rms="4.1032096743583679e-01" purity="4.8521924018859863e-01" nType="-99"/>
4014 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4590660110116005e-02" rms="4.3392011523246765e-01" purity="4.1231572628021240e-01" nType="-99"/>
4015 </Node>
4016 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7206868156790733e-02" rms="4.1256824135780334e-01" purity="7.6519769430160522e-01" nType="-99"/>
4017 </Node>
4018 </BinaryTree>
4019 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="344">
4020 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4219344556331635e-01" cType="1" res="7.2668003849685192e-04" rms="4.0996977686882019e-01" purity="5.0509202480316162e-01" nType="0">
4021 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0404681414365768e-01" cType="1" res="-2.6890715584158897e-02" rms="3.5437819361686707e-01" purity="1.9355356693267822e-01" nType="0">
4022 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1869436129927635e-03" rms="3.5199230909347534e-01" purity="2.0825968682765961e-01" nType="-99"/>
4023 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4605065584182739e-02" rms="3.5216814279556274e-01" purity="1.6701745986938477e-01" nType="-99"/>
4024 </Node>
4025 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+00" cType="1" res="1.3569688424468040e-02" rms="4.3279957771301270e-01" purity="6.4996778964996338e-01" nType="0">
4026 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3562466502189636e-02" rms="4.2875936627388000e-01" purity="6.4838534593582153e-01" nType="-99"/>
4027 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7763574142009020e-03" rms="4.3204101920127869e-01" purity="6.5005463361740112e-01" nType="-99"/>
4028 </Node>
4029 </Node>
4030 </BinaryTree>
4031 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="345">
4032 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.8631526231765747e-01" cType="1" res="-9.4298701733350754e-03" rms="4.0491345524787903e-01" purity="4.9877959489822388e-01" nType="0">
4033 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.6186659932136536e-02" cType="1" res="-4.6162877231836319e-02" rms="3.7965214252471924e-01" purity="3.1508010625839233e-01" nType="0">
4034 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1974343806505203e-02" rms="3.5176834464073181e-01" purity="2.3373042047023773e-01" nType="-99"/>
4035 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7440445739775896e-03" rms="4.3338063359260559e-01" purity="5.1018869876861572e-01" nType="-99"/>
4036 </Node>
4037 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.3036520183086395e-01" cType="1" res="7.9774577170610428e-03" rms="4.1521623730659485e-01" purity="5.8583253622055054e-01" nType="0">
4038 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1062928289175034e-03" rms="4.0928536653518677e-01" purity="5.1422154903411865e-01" nType="-99"/>
4039 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3007493000477552e-03" rms="4.2196601629257202e-01" purity="6.7580610513687134e-01" nType="-99"/>
4040 </Node>
4041 </Node>
4042 </BinaryTree>
4043 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="346">
4044 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="3.3338249195367098e-03" rms="4.1205638647079468e-01" purity="5.0542706251144409e-01" nType="0">
4045 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4738385677337646e-01" cType="1" res="6.6370633430778980e-03" rms="4.1253393888473511e-01" purity="5.1032328605651855e-01" nType="0">
4046 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.6758717615157366e-03" rms="4.1850525140762329e-01" purity="4.6400776505470276e-01" nType="-99"/>
4047 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.6321996748447418e-03" rms="3.8301196694374084e-01" purity="7.1875286102294922e-01" nType="-99"/>
4048 </Node>
4049 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1787112578749657e-02" rms="3.9025631546974182e-01" purity="3.8018950819969177e-01" nType="-99"/>
4050 </Node>
4051 </BinaryTree>
4052 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="347">
4053 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="2.0177388563752174e-02" rms="4.1996574401855469e-01" purity="5.1657766103744507e-01" nType="0">
4054 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.1333333969116211e+01" cType="1" res="2.7390856295824051e-02" rms="4.2323052883148193e-01" purity="5.2476841211318970e-01" nType="0">
4055 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.5097111724317074e-03" rms="4.1866904497146606e-01" purity="4.9980285763740540e-01" nType="-99"/>
4056 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6719719395041466e-02" rms="4.3531727790832520e-01" purity="6.0294288396835327e-01" nType="-99"/>
4057 </Node>
4058 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.7137371003627777e-01" cType="1" res="-4.9809101969003677e-02" rms="3.7981531023979187e-01" purity="4.3710988759994507e-01" nType="0">
4059 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9111046344041824e-02" rms="3.0403688549995422e-01" purity="1.4898356795310974e-01" nType="-99"/>
4060 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.7278034985065460e-03" rms="4.1652509570121765e-01" purity="6.0771679878234863e-01" nType="-99"/>
4061 </Node>
4062 </Node>
4063 </BinaryTree>
4064 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="348">
4065 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3813962470740080e-03" cType="1" res="-3.4779000561684370e-03" rms="4.1062226891517639e-01" purity="4.9693250656127930e-01" nType="0">
4066 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.6190471649169922e+00" cType="1" res="3.6062110215425491e-02" rms="4.1218143701553345e-01" purity="5.6391268968582153e-01" nType="0">
4067 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.9705529808998108e-02" rms="4.3698585033416748e-01" purity="5.5577403306961060e-01" nType="-99"/>
4068 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8642069082707167e-03" rms="4.0133640170097351e-01" purity="5.6611698865890503e-01" nType="-99"/>
4069 </Node>
4070 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.9285715103149414e+01" cType="1" res="-1.5609200112521648e-02" rms="4.0937781333923340e-01" purity="4.7638228535652161e-01" nType="0">
4071 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.8460638653486967e-04" rms="4.0766274929046631e-01" purity="4.8355457186698914e-01" nType="-99"/>
4072 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0722371749579906e-02" rms="4.1156959533691406e-01" purity="4.6275672316551208e-01" nType="-99"/>
4073 </Node>
4074 </Node>
4075 </BinaryTree>
4076 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="349">
4077 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1899895034730434e-02" cType="1" res="1.6113756224513054e-02" rms="4.2133787274360657e-01" purity="5.1195162534713745e-01" nType="0">
4078 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.7003121320158243e-03" cType="1" res="2.9254345223307610e-02" rms="4.1621416807174683e-01" purity="4.7914877533912659e-01" nType="0">
4079 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.2547111883759499e-03" rms="4.1376700997352600e-01" purity="5.0076723098754883e-01" nType="-99"/>
4080 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3578034937381744e-02" rms="4.1554346680641174e-01" purity="4.7133666276931763e-01" nType="-99"/>
4081 </Node>
4082 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="-1.0595226194709539e-03" rms="4.2733278870582581e-01" purity="5.5482119321823120e-01" nType="0">
4083 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4548956416547298e-02" rms="4.0109992027282715e-01" purity="4.2387562990188599e-01" nType="-99"/>
4084 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5240641552954912e-03" rms="4.3194264173507690e-01" purity="5.8254653215408325e-01" nType="-99"/>
4085 </Node>
4086 </Node>
4087 </BinaryTree>
4088 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="350">
4089 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="4.7112479805946350e-03" rms="4.1957649588584900e-01" purity="5.0327980518341064e-01" nType="0">
4090 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="-5.0065130926668644e-03" rms="4.1397750377655029e-01" purity="4.9685895442962646e-01" nType="0">
4091 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2802446261048317e-02" rms="4.0253153443336487e-01" purity="4.8456001281738281e-01" nType="-99"/>
4092 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1927668238058686e-03" rms="4.1611030697822571e-01" purity="4.9977761507034302e-01" nType="-99"/>
4093 </Node>
4094 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.0407142639160156e-01" cType="1" res="5.2212934941053391e-02" rms="4.4287651777267456e-01" purity="5.3466600179672241e-01" nType="0">
4095 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5938192382454872e-02" rms="4.4273433089256287e-01" purity="4.5542415976524353e-01" nType="-99"/>
4096 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1064871735870838e-03" rms="4.4096657633781433e-01" purity="5.8399224281311035e-01" nType="-99"/>
4097 </Node>
4098 </Node>
4099 </BinaryTree>
4100 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="351">
4101 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="-1.2817334383726120e-02" rms="4.0821284055709839e-01" purity="4.9538397789001465e-01" nType="0">
4102 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="4.4911789894104004e-01" cType="1" res="-1.7937244847416878e-02" rms="4.0629667043685913e-01" purity="4.9280372262001038e-01" nType="0">
4103 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.9867513850331306e-03" rms="4.0258044004440308e-01" purity="3.9725774526596069e-01" nType="-99"/>
4104 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2308944715186954e-03" rms="4.1360253095626831e-01" purity="7.0647054910659790e-01" nType="-99"/>
4105 </Node>
4106 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.4228295534849167e-02" cType="1" res="5.0745032727718353e-02" rms="4.2620187997817993e-01" purity="5.2741658687591553e-01" nType="0">
4107 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3813882842659950e-02" rms="4.1991242766380310e-01" purity="5.4532319307327271e-01" nType="-99"/>
4108 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7133597545325756e-03" rms="4.2957180738449097e-01" purity="4.9346590042114258e-01" nType="-99"/>
4109 </Node>
4110 </Node>
4111 </BinaryTree>
4112 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="352">
4113 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.2526886463165283e+00" cType="1" res="-1.2569849379360676e-02" rms="4.1791933774948120e-01" purity="4.7826930880546570e-01" nType="0">
4114 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.1892476119101048e-02" cType="1" res="-7.8664766624569893e-03" rms="4.1809943318367004e-01" purity="4.6936360001564026e-01" nType="0">
4115 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4160055909305811e-03" rms="4.1682082414627075e-01" purity="4.3401941657066345e-01" nType="-99"/>
4116 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.3258720114827156e-03" rms="4.1878804564476013e-01" purity="5.1784729957580566e-01" nType="-99"/>
4117 </Node>
4118 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2170541584491730e-02" rms="4.0529549121856689e-01" purity="6.3963907957077026e-01" nType="-99"/>
4119 </Node>
4120 </BinaryTree>
4121 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="353">
4122 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="-5.6058680638670921e-03" rms="4.1526713967323303e-01" purity="4.9188220500946045e-01" nType="0">
4123 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.6970508098602295e-01" cType="1" res="2.7882013469934464e-02" rms="4.0581238269805908e-01" purity="4.4359219074249268e-01" nType="0">
4124 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8765753135085106e-02" rms="3.9745208621025085e-01" purity="4.2415988445281982e-01" nType="-99"/>
4125 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8072353452444077e-02" rms="4.1421213746070862e-01" purity="5.2577334642410278e-01" nType="-99"/>
4126 </Node>
4127 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.8673624992370605e-01" cType="1" res="-1.4286350458860397e-02" rms="4.1724461317062378e-01" purity="5.0439959764480591e-01" nType="0">
4128 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.6642337739467621e-03" rms="4.0851339697837830e-01" purity="3.4102407097816467e-01" nType="-99"/>
4129 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2223137309774756e-03" rms="4.2096126079559326e-01" purity="5.8179199695587158e-01" nType="-99"/>
4130 </Node>
4131 </Node>
4132 </BinaryTree>
4133 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="354">
4134 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1433363482356071e-03" cType="1" res="-7.9983280738815665e-04" rms="4.1692674160003662e-01" purity="4.8974439501762390e-01" nType="0">
4135 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.8571430206298828e+01" cType="1" res="1.6508150845766068e-02" rms="4.1245204210281372e-01" purity="4.7330102324485779e-01" nType="0">
4136 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0171014368534088e-03" rms="4.1007855534553528e-01" purity="4.6701848506927490e-01" nType="-99"/>
4137 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8776092454791069e-02" rms="4.3659746646881104e-01" purity="5.6408989429473877e-01" nType="-99"/>
4138 </Node>
4139 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.4728469848632812e-01" cType="1" res="-1.5629310160875320e-02" rms="4.2015606164932251e-01" purity="5.0383311510086060e-01" nType="0">
4140 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1860420238226652e-03" rms="4.1479524970054626e-01" purity="4.8220995068550110e-01" nType="-99"/>
4141 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3492256402969360e-02" rms="4.4208461046218872e-01" purity="6.0241842269897461e-01" nType="-99"/>
4142 </Node>
4143 </Node>
4144 </BinaryTree>
4145 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="355">
4146 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.1780833601951599e-01" cType="1" res="4.4795940630137920e-03" rms="4.2452692985534668e-01" purity="4.9089774489402771e-01" nType="0">
4147 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.2000000000000000e+01" cType="1" res="2.7929542586207390e-02" rms="4.0444591641426086e-01" purity="3.1366142630577087e-01" nType="0">
4148 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2107417918741703e-02" rms="4.1105115413665771e-01" purity="3.2357987761497498e-01" nType="-99"/>
4149 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8110057339072227e-02" rms="3.3680123090744019e-01" purity="2.3768360912799835e-01" nType="-99"/>
4150 </Node>
4151 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="2.0321515202522278e-01" cType="1" res="-1.5985997393727303e-02" rms="4.4028675556182861e-01" purity="6.4557802677154541e-01" nType="0">
4152 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1977386660873890e-02" rms="4.4065365195274353e-01" purity="6.1554694175720215e-01" nType="-99"/>
4153 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9560674447566271e-03" rms="4.3812432885169983e-01" purity="6.7370486259460449e-01" nType="-99"/>
4154 </Node>
4155 </Node>
4156 </BinaryTree>
4157 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="356">
4158 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1428376249969006e-03" cType="1" res="6.1543122865259647e-03" rms="4.1961604356765747e-01" purity="4.9829968810081482e-01" nType="0">
4159 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.7599679231643677e-01" cType="1" res="2.5801640003919601e-02" rms="4.1561213135719299e-01" purity="4.8901978135108948e-01" nType="0">
4160 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4634908661246300e-03" rms="4.1355496644973755e-01" purity="3.9994513988494873e-01" nType="-99"/>
4161 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4954498037695885e-02" rms="4.1852077841758728e-01" purity="6.8856692314147949e-01" nType="-99"/>
4162 </Node>
4163 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="-1.0812273249030113e-02" rms="4.2230829596519470e-01" purity="5.0631344318389893e-01" nType="0">
4164 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3393616303801537e-02" rms="3.9467400312423706e-01" purity="4.5299759507179260e-01" nType="-99"/>
4165 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4078732822090387e-03" rms="4.3589314818382263e-01" purity="5.3645706176757812e-01" nType="-99"/>
4166 </Node>
4167 </Node>
4168 </BinaryTree>
4169 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="357">
4170 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.8095237731933594e+01" cType="1" res="5.1733269356191158e-03" rms="4.1505554318428040e-01" purity="5.0193756818771362e-01" nType="0">
4171 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.6179777458310127e-02" cType="1" res="-2.3672790848650038e-04" rms="4.1359093785285950e-01" purity="4.9805447459220886e-01" nType="0">
4172 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0902142859995365e-03" rms="4.1170212626457214e-01" purity="4.7885701060295105e-01" nType="-99"/>
4173 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.1978513151407242e-03" rms="4.1893911361694336e-01" purity="5.6396049261093140e-01" nType="-99"/>
4174 </Node>
4175 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.4857143402099609e+01" cType="1" res="8.7437070906162262e-02" rms="4.2838439345359802e-01" purity="5.6098324060440063e-01" nType="0">
4176 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9343638569116592e-02" rms="4.1650605201721191e-01" purity="6.3353466987609863e-01" nType="-99"/>
4177 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4104207977652550e-02" rms="4.3980607390403748e-01" purity="4.7244915366172791e-01" nType="-99"/>
4178 </Node>
4179 </Node>
4180 </BinaryTree>
4181 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="358">
4182 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.8314793109893799e+00" cType="1" res="9.2254271730780602e-03" rms="4.1651749610900879e-01" purity="5.0690162181854248e-01" nType="0">
4183 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.7625816464424133e-02" cType="1" res="1.3107442297041416e-02" rms="4.1621026396751404e-01" purity="5.0934559106826782e-01" nType="0">
4184 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.2211162187159061e-03" rms="3.5667917132377625e-01" purity="2.6815882325172424e-01" nType="-99"/>
4185 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6560579687356949e-03" rms="4.2968907952308655e-01" purity="5.7093942165374756e-01" nType="-99"/>
4186 </Node>
4187 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8294572383165359e-02" rms="3.9946746826171875e-01" purity="4.1059657931327820e-01" nType="-99"/>
4188 </Node>
4189 </BinaryTree>
4190 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="359">
4191 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1903138831257820e-02" cType="1" res="-2.7292021550238132e-03" rms="4.1875323653221130e-01" purity="4.9106800556182861e-01" nType="0">
4192 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1207110881805420e+00" cType="1" res="-1.2614737264811993e-02" rms="4.1310971975326538e-01" purity="4.3594571948051453e-01" nType="0">
4193 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.2275401540100574e-03" rms="4.1482779383659363e-01" purity="4.1775658726692200e-01" nType="-99"/>
4194 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7509538680315018e-02" rms="3.8165196776390076e-01" purity="6.7631322145462036e-01" nType="-99"/>
4195 </Node>
4196 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.1459414958953857e+00" cType="1" res="9.3845697119832039e-03" rms="4.2525362968444824e-01" purity="5.5861508846282959e-01" nType="0">
4197 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.5873438939452171e-03" rms="4.2329198122024536e-01" purity="5.6022733449935913e-01" nType="-99"/>
4198 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7011379599571228e-02" rms="4.3775433301925659e-01" purity="5.3572618961334229e-01" nType="-99"/>
4199 </Node>
4200 </Node>
4201 </BinaryTree>
4202 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="360">
4203 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3806037381291389e-02" cType="1" res="1.2785600498318672e-02" rms="4.1636899113655090e-01" purity="5.1561552286148071e-01" nType="0">
4204 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.3605430126190186e+00" cType="1" res="2.1842593327164650e-02" rms="4.1802677512168884e-01" purity="4.9444246292114258e-01" nType="0">
4205 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.9595584645867348e-03" rms="4.1891583800315857e-01" purity="4.9162417650222778e-01" nType="-99"/>
4206 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0523883625864983e-02" rms="3.9413750171661377e-01" purity="5.5376720428466797e-01" nType="-99"/>
4207 </Node>
4208 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.5033069550991058e-02" cType="1" res="-1.3894459232687950e-02" rms="4.1028633713722229e-01" purity="5.7798695564270020e-01" nType="0">
4209 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5936085954308510e-02" rms="4.1105708479881287e-01" purity="5.3337723016738892e-01" nType="-99"/>
4210 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3540589287877083e-03" rms="4.0639176964759827e-01" purity="6.1334067583084106e-01" nType="-99"/>
4211 </Node>
4212 </Node>
4213 </BinaryTree>
4214 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="361">
4215 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.0810428857803345e+00" cType="1" res="-5.3572496399283409e-03" rms="4.0819287300109863e-01" purity="4.9474552273750305e-01" nType="0">
4216 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.0231359004974365e-01" cType="1" res="-1.0378074832260609e-02" rms="4.0780246257781982e-01" purity="4.6711540222167969e-01" nType="0">
4217 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9700643606483936e-03" rms="4.0548419952392578e-01" purity="4.6045789122581482e-01" nType="-99"/>
4218 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8346309661865234e-02" rms="4.4400793313980103e-01" purity="5.9090232849121094e-01" nType="-99"/>
4219 </Node>
4220 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5544857904314995e-03" cType="1" res="3.7856277078390121e-02" rms="4.0899750590324402e-01" purity="7.3255413770675659e-01" nType="0">
4221 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2816054522991180e-02" rms="4.0600129961967468e-01" purity="7.7522283792495728e-01" nType="-99"/>
4222 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.9300650870427489e-04" rms="4.0704801678657532e-01" purity="6.9601327180862427e-01" nType="-99"/>
4223 </Node>
4224 </Node>
4225 </BinaryTree>
4226 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="362">
4227 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.3407447338104248e-01" cType="1" res="3.6791583988815546e-03" rms="4.1370305418968201e-01" purity="5.0240832567214966e-01" nType="0">
4228 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.3333733677864075e-02" cType="1" res="-3.0198950320482254e-02" rms="3.6627420783042908e-01" purity="2.9079821705818176e-01" nType="0">
4229 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5423689968883991e-02" rms="3.4874922037124634e-01" purity="2.3314788937568665e-01" nType="-99"/>
4230 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.8563004285097122e-03" rms="4.2094621062278748e-01" purity="5.1695299148559570e-01" nType="-99"/>
4231 </Node>
4232 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.3785474300384521e+00" cType="1" res="1.3398143462836742e-02" rms="4.2583939433097839e-01" purity="5.6311517953872681e-01" nType="0">
4233 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2532851435244083e-03" rms="4.2523804306983948e-01" purity="5.5488932132720947e-01" nType="-99"/>
4234 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4419441819190979e-02" rms="4.2677542567253113e-01" purity="7.0133149623870850e-01" nType="-99"/>
4235 </Node>
4236 </Node>
4237 </BinaryTree>
4238 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="363">
4239 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.3942384719848633e+00" cType="1" res="1.6888391226530075e-02" rms="4.1737315058708191e-01" purity="5.1636791229248047e-01" nType="0">
4240 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.9011780023574829e-01" cType="1" res="1.2825913727283478e-02" rms="4.1823011636734009e-01" purity="4.9800440669059753e-01" nType="0">
4241 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.5158386975526810e-03" rms="4.1841387748718262e-01" purity="3.8367608189582825e-01" nType="-99"/>
4242 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9559792417567223e-04" rms="4.1764989495277405e-01" purity="5.6593173742294312e-01" nType="-99"/>
4243 </Node>
4244 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4115622043609619e-02" rms="3.9898717403411865e-01" purity="7.9639887809753418e-01" nType="-99"/>
4245 </Node>
4246 </BinaryTree>
4247 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="364">
4248 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5219533145427704e-02" cType="1" res="3.5906229168176651e-03" rms="4.1978037357330322e-01" purity="5.0342869758605957e-01" nType="0">
4249 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.8758855313062668e-02" cType="1" res="6.5766936168074608e-03" rms="4.1934448480606079e-01" purity="5.0214093923568726e-01" nType="0">
4250 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0734085157746449e-05" rms="4.1830420494079590e-01" purity="4.9093911051750183e-01" nType="-99"/>
4251 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2380670532584190e-02" rms="4.2347243428230286e-01" purity="6.3676548004150391e-01" nType="-99"/>
4252 </Node>
4253 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6878196969628334e-02" rms="4.2393928766250610e-01" purity="5.3257840871810913e-01" nType="-99"/>
4254 </Node>
4255 </BinaryTree>
4256 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="365">
4257 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3809454869478941e-03" cType="1" res="-7.6020006090402603e-03" rms="4.1572046279907227e-01" purity="4.8970639705657959e-01" nType="0">
4258 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.1015575528144836e-01" cType="1" res="-3.8002241402864456e-02" rms="4.1464617848396301e-01" purity="4.7013667225837708e-01" nType="0">
4259 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.5164907351136208e-03" rms="4.1074112057685852e-01" purity="3.1301072239875793e-01" nType="-99"/>
4260 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7451250925660133e-02" rms="4.1769161820411682e-01" purity="6.4990103244781494e-01" nType="-99"/>
4261 </Node>
4262 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="-5.3958898206474259e-05" rms="4.1564235091209412e-01" purity="4.9456536769866943e-01" nType="0">
4263 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.4957537949085236e-03" rms="3.8565561175346375e-01" purity="3.6292088031768799e-01" nType="-99"/>
4264 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6704536974430084e-03" rms="4.2130768299102783e-01" purity="5.2179664373397827e-01" nType="-99"/>
4265 </Node>
4266 </Node>
4267 </BinaryTree>
4268 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="366">
4269 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4177670478820801e-01" cType="1" res="5.4752681171521544e-04" rms="4.2322206497192383e-01" purity="4.9002653360366821e-01" nType="0">
4270 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.6983661055564880e-01" cType="1" res="2.9333975166082382e-02" rms="3.9753183722496033e-01" purity="2.5986945629119873e-01" nType="0">
4271 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3861203566193581e-02" rms="3.9937141537666321e-01" purity="2.6606714725494385e-01" nType="-99"/>
4272 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0310085043311119e-02" rms="3.4834653139114380e-01" purity="1.8860135972499847e-01" nType="-99"/>
4273 </Node>
4274 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.9350147247314453e-01" cType="1" res="-1.5395798720419407e-02" rms="4.3598377704620361e-01" purity="6.1749863624572754e-01" nType="0">
4275 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.9499112218618393e-03" rms="4.3641430139541626e-01" purity="5.9587204456329346e-01" nType="-99"/>
4276 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.0179844945669174e-03" rms="4.3349018692970276e-01" purity="6.5122675895690918e-01" nType="-99"/>
4277 </Node>
4278 </Node>
4279 </BinaryTree>
4280 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="367">
4281 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0469150990247726e-02" cType="1" res="1.8609755206853151e-03" rms="4.2260837554931641e-01" purity="4.9996268749237061e-01" nType="0">
4282 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.0312901735305786e-01" cType="1" res="7.0325657725334167e-03" rms="4.2264163494110107e-01" purity="4.9868997931480408e-01" nType="0">
4283 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.0727405622601509e-03" rms="4.1372072696685791e-01" purity="3.9683189988136292e-01" nType="-99"/>
4284 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2466906812041998e-03" rms="4.2717429995536804e-01" purity="5.5972993373870850e-01" nType="-99"/>
4285 </Node>
4286 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="3.5148876905441284e-01" cType="1" res="-6.1304032802581787e-02" rms="4.1705882549285889e-01" purity="5.1550781726837158e-01" nType="0">
4287 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9338398948311806e-02" rms="3.9866474270820618e-01" purity="3.4552451968193054e-01" nType="-99"/>
4288 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0942276827991009e-03" rms="4.2854550480842590e-01" purity="6.7368829250335693e-01" nType="-99"/>
4289 </Node>
4290 </Node>
4291 </BinaryTree>
4292 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="368">
4293 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="4.5835736393928528e-01" cType="1" res="-2.9113845084793866e-04" rms="4.2418980598449707e-01" purity="4.8879784345626831e-01" nType="0">
4294 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.9044589251279831e-02" cType="1" res="1.4704285189509392e-02" rms="4.2617934942245483e-01" purity="3.9491367340087891e-01" nType="0">
4295 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7948611609172076e-05" rms="4.1331714391708374e-01" purity="3.3199810981750488e-01" nType="-99"/>
4296 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0991362854838371e-02" rms="4.4904145598411560e-01" purity="5.1869285106658936e-01" nType="-99"/>
4297 </Node>
4298 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="1.4261708259582520e+00" cType="1" res="-2.0039072260260582e-02" rms="4.2074078321456909e-01" purity="6.1243677139282227e-01" nType="0">
4299 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.1320538409054279e-03" rms="4.2247515916824341e-01" purity="5.9547924995422363e-01" nType="-99"/>
4300 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.7288953363895416e-03" rms="4.0308073163032532e-01" purity="7.4974292516708374e-01" nType="-99"/>
4301 </Node>
4302 </Node>
4303 </BinaryTree>
4304 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="369">
4305 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5238032937049866e-02" cType="1" res="-7.4950079433619976e-03" rms="4.1511878371238708e-01" purity="4.8660933971405029e-01" nType="0">
4306 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.6697098016738892e+00" cType="1" res="-1.1681721545755863e-02" rms="4.1331583261489868e-01" purity="4.8032402992248535e-01" nType="0">
4307 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7878441400825977e-03" rms="4.1345721483230591e-01" purity="4.5837897062301636e-01" nType="-99"/>
4308 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1512031778693199e-02" rms="4.0793365240097046e-01" purity="6.9612735509872437e-01" nType="-99"/>
4309 </Node>
4310 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9941410049796104e-02" rms="4.4192421436309814e-01" purity="6.1612027883529663e-01" nType="-99"/>
4311 </Node>
4312 </BinaryTree>
4313 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="370">
4314 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.1217184066772461e+00" cType="1" res="1.0742881335318089e-02" rms="4.0995192527770996e-01" purity="5.1920336484909058e-01" nType="0">
4315 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.4523811340332031e+01" cType="1" res="4.3771630153059959e-03" rms="4.1496592760086060e-01" purity="4.8562622070312500e-01" nType="0">
4316 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.8231703112833202e-04" rms="4.1378024220466614e-01" purity="4.8527148365974426e-01" nType="-99"/>
4317 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3241776973009109e-02" rms="4.4265162944793701e-01" purity="4.9666997790336609e-01" nType="-99"/>
4318 </Node>
4319 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="6.9384821690618992e-03" cType="1" res="6.2127385288476944e-02" rms="3.6291325092315674e-01" purity="7.9024022817611694e-01" nType="0">
4320 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4665096551179886e-02" rms="3.5217383503913879e-01" purity="8.3849889039993286e-01" nType="-99"/>
4321 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1307002063840628e-04" rms="3.6574789881706238e-01" purity="7.3371934890747070e-01" nType="-99"/>
4322 </Node>
4323 </Node>
4324 </BinaryTree>
4325 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="371">
4326 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5237936079502106e-02" cType="1" res="1.9990295171737671e-02" rms="4.1394445300102234e-01" purity="5.2296972274780273e-01" nType="0">
4327 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4714284896850586e+01" cType="1" res="1.5366221778094769e-02" rms="4.1261988878250122e-01" purity="5.1440066099166870e-01" nType="0">
4328 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.9183288142085075e-03" rms="4.1564521193504333e-01" purity="5.1467770338058472e-01" nType="-99"/>
4329 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1466997936367989e-03" rms="4.0117678046226501e-01" purity="5.1350694894790649e-01" nType="-99"/>
4330 </Node>
4331 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6436284184455872e-02" rms="4.2868632078170776e-01" purity="6.7799210548400879e-01" nType="-99"/>
4332 </Node>
4333 </BinaryTree>
4334 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="372">
4335 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.6666691750288010e-02" cType="1" res="8.3199385553598404e-03" rms="4.2291194200515747e-01" purity="5.0467652082443237e-01" nType="0">
4336 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="7.9346075654029846e-03" cType="1" res="2.1277451887726784e-02" rms="4.2233362793922424e-01" purity="4.7944208979606628e-01" nType="0">
4337 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3248848263174295e-03" rms="4.2157271504402161e-01" purity="4.6310961246490479e-01" nType="-99"/>
4338 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7628014087677002e-02" rms="4.2132019996643066e-01" purity="5.2104067802429199e-01" nType="-99"/>
4339 </Node>
4340 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.6826310455799103e-02" cType="1" res="-1.6445368528366089e-02" rms="4.2291197180747986e-01" purity="5.5290645360946655e-01" nType="0">
4341 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0404424332082272e-03" rms="4.1918301582336426e-01" purity="5.4119437932968140e-01" nType="-99"/>
4342 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8853086978197098e-02" rms="4.4488099217414856e-01" purity="6.5547692775726318e-01" nType="-99"/>
4343 </Node>
4344 </Node>
4345 </BinaryTree>
4346 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="373">
4347 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3495733737945557e-01" cType="1" res="-4.0353373624384403e-03" rms="4.2239075899124146e-01" purity="4.9009761214256287e-01" nType="0">
4348 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.2380331009626389e-01" cType="1" res="8.2122907042503357e-03" rms="4.1220703721046448e-01" purity="3.1352812051773071e-01" nType="0">
4349 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8348229136317968e-03" rms="3.7127691507339478e-01" purity="1.9900286197662354e-01" nType="-99"/>
4350 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1955877356231213e-03" rms="4.5132088661193848e-01" purity="4.3705809116363525e-01" nType="-99"/>
4351 </Node>
4352 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.9285715103149414e+01" cType="1" res="-1.5886953100562096e-02" rms="4.3168601393699646e-01" purity="6.6095799207687378e-01" nType="0">
4353 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.6911144899204373e-04" rms="4.2514872550964355e-01" purity="6.7230606079101562e-01" nType="-99"/>
4354 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0998242534697056e-02" rms="4.4391521811485291e-01" purity="6.3718318939208984e-01" nType="-99"/>
4355 </Node>
4356 </Node>
4357 </BinaryTree>
4358 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="374">
4359 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5237276703119278e-02" cType="1" res="1.9913129508495331e-02" rms="4.2317667603492737e-01" purity="5.1757979393005371e-01" nType="0">
4360 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.6077330112457275e+00" cType="1" res="1.7104553058743477e-02" rms="4.2427906394004822e-01" purity="5.0818461179733276e-01" nType="0">
4361 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3585157729685307e-03" rms="4.2336997389793396e-01" purity="5.0850903987884521e-01" nType="-99"/>
4362 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4389877207577229e-02" rms="4.4611564278602600e-01" purity="4.9784326553344727e-01" nType="-99"/>
4363 </Node>
4364 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8541982397437096e-02" rms="3.9886906743049622e-01" purity="6.9027239084243774e-01" nType="-99"/>
4365 </Node>
4366 </BinaryTree>
4367 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="375">
4368 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0475346148014069e-02" cType="1" res="-1.7970855114981532e-03" rms="4.1569814085960388e-01" purity="4.9226725101470947e-01" nType="0">
4369 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="7.7033713459968567e-03" cType="1" res="2.2090112324804068e-03" rms="4.1392955183982849e-01" purity="4.9104112386703491e-01" nType="0">
4370 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3517374433577061e-03" rms="4.0283316373825073e-01" purity="4.4233894348144531e-01" nType="-99"/>
4371 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3171510808169842e-03" rms="4.2381563782691956e-01" purity="5.3874969482421875e-01" nType="-99"/>
4372 </Node>
4373 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.5666666984558105e+01" cType="1" res="-5.2305404096841812e-02" rms="4.3422430753707886e-01" purity="5.0772583484649658e-01" nType="0">
4374 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7100602164864540e-03" rms="4.0790775418281555e-01" purity="5.3413456678390503e-01" nType="-99"/>
4375 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6064626872539520e-02" rms="4.5938262343406677e-01" purity="4.7519490122795105e-01" nType="-99"/>
4376 </Node>
4377 </Node>
4378 </BinaryTree>
4379 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="376">
4380 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.0238094329833984e+01" cType="1" res="-2.1826033480465412e-03" rms="4.1386643052101135e-01" purity="5.0788152217864990e-01" nType="0">
4381 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.3265032768249512e+00" cType="1" res="9.8445490002632141e-03" rms="4.0939560532569885e-01" purity="5.1346266269683838e-01" nType="0">
4382 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0422340128570795e-03" rms="4.1032174229621887e-01" purity="4.9691966176033020e-01" nType="-99"/>
4383 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2958656772971153e-02" rms="3.8933140039443970e-01" purity="7.2095996141433716e-01" nType="-99"/>
4384 </Node>
4385 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.7119109630584717e-01" cType="1" res="-2.8385393321514130e-02" rms="4.2225882411003113e-01" purity="4.9572211503982544e-01" nType="0">
4386 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3363273143768311e-03" rms="4.1779080033302307e-01" purity="4.7843137383460999e-01" nType="-99"/>
4387 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2594146430492401e-02" rms="4.3750026822090149e-01" purity="5.7301062345504761e-01" nType="-99"/>
4388 </Node>
4389 </Node>
4390 </BinaryTree>
4391 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="377">
4392 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3820057976990938e-03" cType="1" res="-8.8783903047442436e-03" rms="4.1529050469398499e-01" purity="4.9030691385269165e-01" nType="0">
4393 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.6154776513576508e-01" cType="1" res="1.6797384247183800e-02" rms="4.2114806175231934e-01" purity="5.2434712648391724e-01" nType="0">
4394 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3259038678370416e-04" rms="4.2499649524688721e-01" purity="4.3725848197937012e-01" nType="-99"/>
4395 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4770288020372391e-02" rms="4.0930169820785522e-01" purity="7.3066210746765137e-01" nType="-99"/>
4396 </Node>
4397 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="8.8604527711868286e-01" cType="1" res="-1.6118217259645462e-02" rms="4.1333568096160889e-01" purity="4.8070847988128662e-01" nType="0">
4398 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.4059584401547909e-03" rms="4.1508355736732483e-01" purity="4.2682310938835144e-01" nType="-99"/>
4399 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2999127656221390e-03" rms="4.0334656834602356e-01" purity="7.3190844058990479e-01" nType="-99"/>
4400 </Node>
4401 </Node>
4402 </BinaryTree>
4403 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="378">
4404 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.6186857223510742e+00" cType="1" res="-8.5126543417572975e-03" rms="4.1849544644355774e-01" purity="4.8402059078216553e-01" nType="0">
4405 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.7603705897927284e-03" cType="1" res="-1.1572238989174366e-02" rms="4.1755032539367676e-01" purity="4.7724360227584839e-01" nType="0">
4406 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.3591613695025444e-03" rms="4.0684098005294800e-01" purity="4.4261270761489868e-01" nType="-99"/>
4407 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2673946230279398e-06" rms="4.2269742488861084e-01" purity="4.9571675062179565e-01" nType="-99"/>
4408 </Node>
4409 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6539081931114197e-02" rms="4.3420016765594482e-01" purity="6.4757221937179565e-01" nType="-99"/>
4410 </Node>
4411 </BinaryTree>
4412 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="379">
4413 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.2012402117252350e-01" cType="1" res="-5.0384094938635826e-03" rms="4.1097506880760193e-01" purity="4.9402493238449097e-01" nType="0">
4414 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2040654718875885e-01" cType="1" res="-4.0589645504951477e-02" rms="3.6197957396507263e-01" purity="2.6761078834533691e-01" nType="0">
4415 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3325601369142532e-02" rms="2.7442303299903870e-01" purity="1.2152149528264999e-01" nType="-99"/>
4416 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4369395580142736e-03" rms="4.4427481293678284e-01" purity="4.5565089583396912e-01" nType="-99"/>
4417 </Node>
4418 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="7.6244175434112549e-01" cType="1" res="3.8457363843917847e-03" rms="4.2186450958251953e-01" purity="5.5060517787933350e-01" nType="0">
4419 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8918824866414070e-03" rms="4.3216076493263245e-01" purity="4.9691641330718994e-01" nType="-99"/>
4420 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.7079110778868198e-03" rms="3.9255425333976746e-01" purity="6.8917834758758545e-01" nType="-99"/>
4421 </Node>
4422 </Node>
4423 </BinaryTree>
4424 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="380">
4425 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.1913443803787231e-01" cType="1" res="-7.9747447744011879e-03" rms="4.1750371456146240e-01" purity="4.8379766941070557e-01" nType="0">
4426 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.3566960841417313e-02" cType="1" res="-1.1750247358577326e-04" rms="4.1553846001625061e-01" purity="4.7959896922111511e-01" nType="0">
4427 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2417033314704895e-02" rms="3.8868379592895508e-01" purity="2.8715485334396362e-01" nType="-99"/>
4428 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4308026079088449e-03" rms="4.2379152774810791e-01" purity="5.4727286100387573e-01" nType="-99"/>
4429 </Node>
4430 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.2619047164916992e+01" cType="1" res="-1.0033002495765686e-01" rms="4.2929887771606445e-01" purity="5.3315043449401855e-01" nType="0">
4431 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6697926446795464e-02" rms="4.0599325299263000e-01" purity="6.0265880823135376e-01" nType="-99"/>
4432 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7358749657869339e-02" rms="4.4702258706092834e-01" purity="4.6518975496292114e-01" nType="-99"/>
4433 </Node>
4434 </Node>
4435 </BinaryTree>
4436 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="381">
4437 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.3333145081996918e-02" cType="1" res="-4.8388228751718998e-03" rms="4.1665941476821899e-01" purity="4.8952409625053406e-01" nType="0">
4438 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="4.9829232739284635e-04" rms="4.1548430919647217e-01" purity="4.7903501987457275e-01" nType="0">
4439 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8062039054930210e-03" rms="4.1472122073173523e-01" purity="4.8417744040489197e-01" nType="-99"/>
4440 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0053297095000744e-03" rms="4.1651204228401184e-01" purity="4.6449920535087585e-01" nType="-99"/>
4441 </Node>
4442 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.5753588676452637e-01" cType="1" res="-3.3427573740482330e-02" rms="4.2175006866455078e-01" purity="5.4570943117141724e-01" nType="0">
4443 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8683796748518944e-02" rms="4.3512651324272156e-01" purity="4.2420506477355957e-01" nType="-99"/>
4444 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.0769324451684952e-03" rms="3.9081326127052307e-01" purity="7.3678195476531982e-01" nType="-99"/>
4445 </Node>
4446 </Node>
4447 </BinaryTree>
4448 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="382">
4449 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7623142600059509e-03" cType="1" res="3.3025969751179218e-03" rms="4.1721361875534058e-01" purity="4.9687853455543518e-01" nType="0">
4450 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.0761905670166016e+01" cType="1" res="3.3515620976686478e-02" rms="4.1814199090003967e-01" purity="5.1448470354080200e-01" nType="0">
4451 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.5130012808367610e-04" rms="4.0171253681182861e-01" purity="4.7083160281181335e-01" nType="-99"/>
4452 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4616062641143799e-02" rms="4.3756172060966492e-01" purity="5.8644843101501465e-01" nType="-99"/>
4453 </Node>
4454 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="-1.4401612803339958e-02" rms="4.1564941406250000e-01" purity="4.8656171560287476e-01" nType="0">
4455 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.7776756584644318e-03" rms="4.1506740450859070e-01" purity="4.8011988401412964e-01" nType="-99"/>
4456 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4620485715568066e-02" rms="4.1539770364761353e-01" purity="5.5338537693023682e-01" nType="-99"/>
4457 </Node>
4458 </Node>
4459 </BinaryTree>
4460 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="383">
4461 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5237135142087936e-02" cType="1" res="-4.6630385331809521e-03" rms="4.1288414597511292e-01" purity="4.9820217490196228e-01" nType="0">
4462 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.1897341012954712e+00" cType="1" res="-1.2422136496752501e-03" rms="4.1195639967918396e-01" purity="4.9910679459571838e-01" nType="0">
4463 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1168740456923842e-03" rms="4.1067656874656677e-01" purity="4.8430818319320679e-01" nType="-99"/>
4464 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1074206791818142e-02" rms="4.1939252614974976e-01" purity="6.1075723171234131e-01" nType="-99"/>
4465 </Node>
4466 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4909332394599915e-02" rms="4.2684921622276306e-01" purity="4.7439232468605042e-01" nType="-99"/>
4467 </Node>
4468 </BinaryTree>
4469 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="384">
4470 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0475346148014069e-02" cType="1" res="1.2474918912630528e-04" rms="4.1530427336692810e-01" purity="4.9876397848129272e-01" nType="0">
4471 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.6666355133056641e+00" cType="1" res="-6.1066923663020134e-03" rms="4.1203731298446655e-01" purity="4.8860061168670654e-01" nType="0">
4472 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1715724617242813e-03" rms="4.1271361708641052e-01" purity="4.6540158987045288e-01" nType="-99"/>
4473 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2504010461270809e-02" rms="4.0191480517387390e-01" purity="7.1248942613601685e-01" nType="-99"/>
4474 </Node>
4475 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.4107630848884583e-02" cType="1" res="6.1270397156476974e-02" rms="4.4145190715789795e-01" purity="5.9849113225936890e-01" nType="0">
4476 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1731024384498596e-02" rms="4.6249085664749146e-01" purity="6.3327568769454956e-01" nType="-99"/>
4477 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9510082677006721e-03" rms="4.1820108890533447e-01" purity="5.7259017229080200e-01" nType="-99"/>
4478 </Node>
4479 </Node>
4480 </BinaryTree>
4481 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="385">
4482 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0459569543600082e-02" cType="1" res="1.3665013248100877e-03" rms="4.1917756199836731e-01" purity="4.9433508515357971e-01" nType="0">
4483 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.8960160017013550e-01" cType="1" res="-6.1392672359943390e-03" rms="4.1586777567863464e-01" purity="4.8104941844940186e-01" nType="0">
4484 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4448611657135189e-04" rms="4.1336888074874878e-01" purity="4.7225138545036316e-01" nType="-99"/>
4485 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3093604706227779e-02" rms="4.3332704901695251e-01" purity="5.5280095338821411e-01" nType="-99"/>
4486 </Node>
4487 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.8773766756057739e-01" cType="1" res="7.2171650826931000e-02" rms="4.4298690557479858e-01" purity="6.1966437101364136e-01" nType="0">
4488 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7480153143405914e-02" rms="4.8173844814300537e-01" purity="5.7579034566879272e-01" nType="-99"/>
4489 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.4873454868793488e-03" rms="4.1131263971328735e-01" purity="6.4660912752151489e-01" nType="-99"/>
4490 </Node>
4491 </Node>
4492 </BinaryTree>
4493 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="386">
4494 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="1.1786270188167691e-03" rms="4.1695797443389893e-01" purity="4.9685177206993103e-01" nType="0">
4495 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.4474607408046722e-01" cType="1" res="-2.6828473433852196e-02" rms="3.8916051387786865e-01" purity="3.6408761143684387e-01" nType="0">
4496 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.3804288879036903e-03" rms="3.8830533623695374e-01" purity="2.2747394442558289e-01" nType="-99"/>
4497 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3708965852856636e-02" rms="3.8762176036834717e-01" purity="4.2319387197494507e-01" nType="-99"/>
4498 </Node>
4499 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.7000000000000000e+01" cType="1" res="7.1072462014853954e-03" rms="4.2236971855163574e-01" purity="5.2495563030242920e-01" nType="0">
4500 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2636132352054119e-03" rms="4.1611447930335999e-01" purity="5.5374234914779663e-01" nType="-99"/>
4501 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5927453059703112e-03" rms="4.2704239487648010e-01" purity="5.0111597776412964e-01" nType="-99"/>
4502 </Node>
4503 </Node>
4504 </BinaryTree>
4505 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="387">
4506 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="1.2410556897521019e-02" rms="4.1190570592880249e-01" purity="5.1446336507797241e-01" nType="0">
4507 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="7.2380952835083008e+00" cType="1" res="-3.0057441443204880e-02" rms="3.8695335388183594e-01" purity="3.6170151829719543e-01" nType="0">
4508 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6895978953689337e-03" rms="3.9138281345367432e-01" purity="3.7129694223403931e-01" nType="-99"/>
4509 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3227793872356415e-02" rms="3.5946875810623169e-01" purity="3.2672137022018433e-01" nType="-99"/>
4510 </Node>
4511 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.3000000000000000e+01" cType="1" res="2.1330095827579498e-02" rms="4.1640672087669373e-01" purity="5.4654788970947266e-01" nType="0">
4512 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4108432456851006e-02" rms="3.9950922131538391e-01" purity="5.8856451511383057e-01" nType="-99"/>
4513 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4200183581560850e-03" rms="4.2093321681022644e-01" purity="5.3403544425964355e-01" nType="-99"/>
4514 </Node>
4515 </Node>
4516 </BinaryTree>
4517 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="388">
4518 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1905069462954998e-02" cType="1" res="-4.6961815678514540e-04" rms="4.1892379522323608e-01" purity="4.9176883697509766e-01" nType="0">
4519 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4307407438755035e-01" cType="1" res="-1.5595135278999805e-02" rms="4.1588470339775085e-01" purity="4.2496910691261292e-01" nType="0">
4520 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0444064177572727e-03" rms="3.8170236349105835e-01" purity="2.4306800961494446e-01" nType="-99"/>
4521 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.2703094705939293e-03" rms="4.4103431701660156e-01" purity="5.7495862245559692e-01" nType="-99"/>
4522 </Node>
4523 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.5994511842727661e-01" cType="1" res="1.7464354634284973e-02" rms="4.2179659008979797e-01" purity="5.7097172737121582e-01" nType="0">
4524 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2027583327144384e-03" rms="4.2376163601875305e-01" purity="5.2713435888290405e-01" nType="-99"/>
4525 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4447974972426891e-02" rms="4.1132724285125732e-01" purity="7.5325363874435425e-01" nType="-99"/>
4526 </Node>
4527 </Node>
4528 </BinaryTree>
4529 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="389">
4530 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.9857143402099609e+01" cType="1" res="-1.3063821010291576e-02" rms="4.2258027195930481e-01" purity="4.7874248027801514e-01" nType="0">
4531 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.0739194154739380e+00" cType="1" res="-9.0108485892415047e-03" rms="4.2352387309074402e-01" purity="4.8378044366836548e-01" nType="0">
4532 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.9066615328192711e-04" rms="4.2285254597663879e-01" purity="4.6814399957656860e-01" nType="-99"/>
4533 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8728287890553474e-02" rms="4.2584100365638733e-01" purity="6.4242100715637207e-01" nType="-99"/>
4534 </Node>
4535 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1030315905809402e-02" rms="3.8824203610420227e-01" purity="3.6155375838279724e-01" nType="-99"/>
4536 </Node>
4537 </BinaryTree>
4538 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="390">
4539 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.0599102973937988e+00" cType="1" res="-4.4183898717164993e-03" rms="4.1079884767532349e-01" purity="4.9489653110504150e-01" nType="0">
4540 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4000000000000000e+01" cType="1" res="-1.5000223182141781e-02" rms="4.1180163621902466e-01" purity="4.5577117800712585e-01" nType="0">
4541 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.4910800904035568e-03" rms="4.0601810812950134e-01" purity="4.3312275409698486e-01" nType="-99"/>
4542 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7041010800749063e-03" rms="4.2481017112731934e-01" purity="5.1349455118179321e-01" nType="-99"/>
4543 </Node>
4544 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.4039922952651978e+00" cType="1" res="7.0475801825523376e-02" rms="3.9562088251113892e-01" purity="7.7181112766265869e-01" nType="0">
4545 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4106748625636101e-02" rms="3.9315634965896606e-01" purity="7.6870745420455933e-01" nType="-99"/>
4546 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5987889617681503e-02" rms="3.9753267168998718e-01" purity="7.7643877267837524e-01" nType="-99"/>
4547 </Node>
4548 </Node>
4549 </BinaryTree>
4550 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="391">
4551 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.2856454849243164e-02" cType="1" res="-4.9712918698787689e-03" rms="4.1489437222480774e-01" purity="4.9076309800148010e-01" nType="0">
4552 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.0355000495910645e-01" cType="1" res="-5.8087782235816121e-04" rms="4.1459766030311584e-01" purity="4.8982983827590942e-01" nType="0">
4553 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.0905027203261852e-03" rms="4.0987324714660645e-01" purity="3.7689629197120667e-01" nType="-99"/>
4554 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8158390671014786e-03" rms="4.1686198115348816e-01" purity="5.5816483497619629e-01" nType="-99"/>
4555 </Node>
4556 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1329246461391449e-02" rms="4.1263049840927124e-01" purity="5.0696790218353271e-01" nType="-99"/>
4557 </Node>
4558 </BinaryTree>
4559 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="392">
4560 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.3014856576919556e+00" cType="1" res="1.8620304763317108e-03" rms="4.1587346792221069e-01" purity="4.9780899286270142e-01" nType="0">
4561 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.2370045483112335e-01" cType="1" res="4.7583435662090778e-03" rms="4.1489768028259277e-01" purity="4.8549687862396240e-01" nType="0">
4562 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.8608611151576042e-03" rms="3.5065913200378418e-01" purity="1.7181518673896790e-01" nType="-99"/>
4563 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.0823840536177158e-03" rms="4.3501889705657959e-01" purity="5.9765458106994629e-01" nType="-99"/>
4564 </Node>
4565 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0997294448316097e-02" rms="4.2742517590522766e-01" purity="6.7352741956710815e-01" nType="-99"/>
4566 </Node>
4567 </BinaryTree>
4568 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="393">
4569 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0260491371154785e-01" cType="1" res="5.7570510543882847e-03" rms="4.2138415575027466e-01" purity="4.9300161004066467e-01" nType="0">
4570 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.6280106306076050e-02" cType="1" res="2.3102281615138054e-02" rms="4.1746792197227478e-01" purity="3.9498162269592285e-01" nType="0">
4571 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2102988809347153e-02" rms="2.0145101845264435e-01" purity="4.6426687389612198e-02" nType="-99"/>
4572 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.3480486646294594e-03" rms="4.2782399058341980e-01" purity="4.2000758647918701e-01" nType="-99"/>
4573 </Node>
4574 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.3737463355064392e-01" cType="1" res="-5.3081214427947998e-03" rms="4.2349255084991455e-01" purity="5.5553233623504639e-01" nType="0">
4575 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0258384980261326e-02" rms="4.1354110836982727e-01" purity="3.4101197123527527e-01" nType="-99"/>
4576 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.1639795787632465e-03" rms="4.2680522799491882e-01" purity="6.6337645053863525e-01" nType="-99"/>
4577 </Node>
4578 </Node>
4579 </BinaryTree>
4580 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="394">
4581 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8549883365631104e+00" cType="1" res="-1.7013415927067399e-03" rms="4.1863539814949036e-01" purity="4.8408320546150208e-01" nType="0">
4582 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1990071535110474e+00" cType="1" res="-4.4617960229516029e-03" rms="4.1851499676704407e-01" purity="4.7702160477638245e-01" nType="0">
4583 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6547662350349128e-04" rms="4.1767206788063049e-01" purity="4.7528478503227234e-01" nType="-99"/>
4584 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9724087789654732e-02" rms="4.3372726440429688e-01" purity="5.2253073453903198e-01" nType="-99"/>
4585 </Node>
4586 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9047709181904793e-02" rms="4.1532859206199646e-01" purity="6.6836082935333252e-01" nType="-99"/>
4587 </Node>
4588 </BinaryTree>
4589 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="395">
4590 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0343171954154968e-01" cType="1" res="8.5378671064972878e-04" rms="4.1768246889114380e-01" purity="4.8905405402183533e-01" nType="0">
4591 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.6646618992090225e-02" cType="1" res="2.2831033915281296e-02" rms="4.1916516423225403e-01" purity="3.8888406753540039e-01" nType="0">
4592 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3441195040941238e-02" rms="1.9342622160911560e-01" purity="4.4254042208194733e-02" nType="-99"/>
4593 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.4829665720462799e-03" rms="4.3033629655838013e-01" purity="4.1483199596405029e-01" nType="-99"/>
4594 </Node>
4595 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.6328594684600830e-01" cType="1" res="-1.3094617053866386e-02" rms="4.1613706946372986e-01" purity="5.5262941122055054e-01" nType="0">
4596 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0944716632366180e-02" rms="4.1588521003723145e-01" purity="3.9458143711090088e-01" nType="-99"/>
4597 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9863569177687168e-03" rms="4.1513955593109131e-01" purity="6.6529321670532227e-01" nType="-99"/>
4598 </Node>
4599 </Node>
4600 </BinaryTree>
4601 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="396">
4602 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.6190652847290039e+00" cType="1" res="-3.9165895432233810e-03" rms="4.2207598686218262e-01" purity="4.8045113682746887e-01" nType="0">
4603 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.7473734617233276e+00" cType="1" res="-7.1680722758173943e-03" rms="4.2147701978683472e-01" purity="4.7267809510231018e-01" nType="0">
4604 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.2308188322931528e-04" rms="4.2145243287086487e-01" purity="4.7071969509124756e-01" nType="-99"/>
4605 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6153972148895264e-02" rms="4.0429008007049561e-01" purity="5.3393632173538208e-01" nType="-99"/>
4606 </Node>
4607 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9605886191129684e-02" rms="4.2886039614677429e-01" purity="6.7116111516952515e-01" nType="-99"/>
4608 </Node>
4609 </BinaryTree>
4610 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="397">
4611 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3053590953350067e-01" cType="1" res="4.8239696770906448e-03" rms="4.1453361511230469e-01" purity="4.9992054700851440e-01" nType="0">
4612 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.0476190567016602e+01" cType="1" res="-1.1958474293351173e-02" rms="3.9759013056755066e-01" purity="3.9226889610290527e-01" nType="0">
4613 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.1589791439473629e-03" rms="3.9331075549125671e-01" purity="3.8494262099266052e-01" nType="-99"/>
4614 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2658652849495411e-02" rms="4.2093387246131897e-01" purity="4.4143301248550415e-01" nType="-99"/>
4615 </Node>
4616 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.0467498302459717e+00" cType="1" res="2.6070825755596161e-02" rms="4.3410918116569519e-01" purity="6.3620930910110474e-01" nType="0">
4617 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5410615429282188e-03" rms="4.3324255943298340e-01" purity="6.4204752445220947e-01" nType="-99"/>
4618 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3829159550368786e-02" rms="4.3450888991355896e-01" purity="5.8306670188903809e-01" nType="-99"/>
4619 </Node>
4620 </Node>
4621 </BinaryTree>
4622 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="398">
4623 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3053590953350067e-01" cType="1" res="-7.7839888399466872e-04" rms="4.0909445285797119e-01" purity="4.9892565608024597e-01" nType="0">
4624 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="-1.4655880630016327e-02" rms="3.9087662100791931e-01" purity="3.8969701528549194e-01" nType="0">
4625 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6329168826341629e-02" rms="2.7693018317222595e-01" purity="1.6316017508506775e-01" nType="-99"/>
4626 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1292373528704047e-03" rms="4.0353819727897644e-01" purity="4.2237231135368347e-01" nType="-99"/>
4627 </Node>
4628 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.3327423036098480e-02" cType="1" res="1.6093874350190163e-02" rms="4.2960241436958313e-01" purity="6.3172608613967896e-01" nType="0">
4629 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6880891099572182e-03" rms="4.2712974548339844e-01" purity="6.3420993089675903e-01" nType="-99"/>
4630 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.6176218464970589e-03" rms="4.3769997358322144e-01" purity="6.1994159221649170e-01" nType="-99"/>
4631 </Node>
4632 </Node>
4633 </BinaryTree>
4634 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="399">
4635 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.1667878627777100e+00" cType="1" res="6.8624387495219707e-03" rms="4.1726061701774597e-01" purity="4.9635830521583557e-01" nType="0">
4636 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.7780094742774963e-01" cType="1" res="1.2574006803333759e-02" rms="4.1521051526069641e-01" purity="4.8474568128585815e-01" nType="0">
4637 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5902028826531023e-04" rms="4.0484556555747986e-01" purity="3.3552068471908569e-01" nType="-99"/>
4638 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.0352397635579109e-03" rms="4.2889735102653503e-01" purity="6.9805938005447388e-01" nType="-99"/>
4639 </Node>
4640 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6619233414530754e-02" cType="1" res="-6.4262777566909790e-02" rms="4.3576860427856445e-01" purity="6.4096802473068237e-01" nType="0">
4641 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0880189258605242e-03" rms="4.2019030451774597e-01" purity="6.9997632503509521e-01" nType="-99"/>
4642 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0295839309692383e-02" rms="4.4458970427513123e-01" purity="5.5143845081329346e-01" nType="-99"/>
4643 </Node>
4644 </Node>
4645 </BinaryTree>
4646 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="400">
4647 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.0000000000000000e+01" cType="1" res="1.3265334069728851e-02" rms="4.1680720448493958e-01" purity="5.0716358423233032e-01" nType="0">
4648 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.1419264376163483e-02" cType="1" res="1.3447799719870090e-03" rms="4.0974348783493042e-01" purity="4.8561626672744751e-01" nType="0">
4649 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6968576498329639e-03" rms="4.0359291434288025e-01" purity="4.3439906835556030e-01" nType="-99"/>
4650 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0197427123785019e-02" rms="4.2011719942092896e-01" purity="5.9468466043472290e-01" nType="-99"/>
4651 </Node>
4652 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.2055044770240784e-01" cType="1" res="3.2556321471929550e-02" rms="4.2728748917579651e-01" purity="5.4203349351882935e-01" nType="0">
4653 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6682416200637817e-02" rms="4.2026934027671814e-01" purity="4.9876233935356140e-01" nType="-99"/>
4654 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5719650546088815e-03" rms="4.3418338894844055e-01" purity="6.0392481088638306e-01" nType="-99"/>
4655 </Node>
4656 </Node>
4657 </BinaryTree>
4658 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="401">
4659 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6006876230239868e-01" cType="1" res="6.8298662081360817e-03" rms="4.1344586014747620e-01" purity="5.0839501619338989e-01" nType="0">
4660 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.9724081754684448e-01" cType="1" res="-3.1407971400767565e-03" rms="4.0968424081802368e-01" purity="4.6811568737030029e-01" nType="0">
4661 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0540640000253916e-04" rms="4.0826961398124695e-01" purity="4.6349665522575378e-01" nType="-99"/>
4662 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7341714128851891e-02" rms="4.2980334162712097e-01" purity="5.7480472326278687e-01" nType="-99"/>
4663 </Node>
4664 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.4987305402755737e+00" cType="1" res="4.2817577719688416e-02" rms="4.2480480670928955e-01" purity="6.5377759933471680e-01" nType="0">
4665 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4623872004449368e-02" rms="4.2588809132575989e-01" purity="6.7437517642974854e-01" nType="-99"/>
4666 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7917934134602547e-03" rms="4.1460087895393372e-01" purity="5.6603789329528809e-01" nType="-99"/>
4667 </Node>
4668 </Node>
4669 </BinaryTree>
4670 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="402">
4671 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7615054063498974e-03" cType="1" res="1.0407058522105217e-02" rms="4.1847577691078186e-01" purity="5.0039142370223999e-01" nType="0">
4672 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.5380485244095325e-04" cType="1" res="3.0808914452791214e-02" rms="4.2302149534225464e-01" purity="5.1171910762786865e-01" nType="0">
4673 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4631139114499092e-02" rms="4.1532903909683228e-01" purity="4.8276171088218689e-01" nType="-99"/>
4674 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1621656827628613e-02" rms="4.2281347513198853e-01" purity="5.1552999019622803e-01" nType="-99"/>
4675 </Node>
4676 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+00" cType="1" res="-1.7600054852664471e-03" rms="4.1526433825492859e-01" purity="4.9363595247268677e-01" nType="0">
4677 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8972752392292023e-02" rms="4.0293684601783752e-01" purity="4.0085077285766602e-01" nType="-99"/>
4678 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0167180337011814e-03" rms="4.1532832384109497e-01" purity="4.9927338957786560e-01" nType="-99"/>
4679 </Node>
4680 </Node>
4681 </BinaryTree>
4682 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="403">
4683 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.8000000000000000e+01" cType="1" res="-1.9399728626012802e-03" rms="4.1678300499916077e-01" purity="4.8984462022781372e-01" nType="0">
4684 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.5708092153072357e-02" cType="1" res="-7.0418175309896469e-03" rms="4.1508919000625610e-01" purity="4.8129847645759583e-01" nType="0">
4685 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9532501250505447e-03" rms="4.0638226270675659e-01" purity="4.6459284424781799e-01" nType="-99"/>
4686 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.3942757919430733e-03" rms="4.6147006750106812e-01" purity="5.8071434497833252e-01" nType="-99"/>
4687 </Node>
4688 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7586890868842602e-03" cType="1" res="2.1301666274666786e-02" rms="4.2363691329956055e-01" purity="5.2877706289291382e-01" nType="0">
4689 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1759832277894020e-02" rms="4.3163749575614929e-01" purity="6.0078656673431396e-01" nType="-99"/>
4690 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.9046425633132458e-03" rms="4.1140279173851013e-01" purity="4.7408473491668701e-01" nType="-99"/>
4691 </Node>
4692 </Node>
4693 </BinaryTree>
4694 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="404">
4695 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.0947035178542137e-02" cType="1" res="-8.7873423472046852e-03" rms="4.0731850266456604e-01" purity="4.9238675832748413e-01" nType="0">
4696 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3574221879243851e-02" cType="1" res="-1.5587995760142803e-02" rms="4.0514728426933289e-01" purity="4.6211427450180054e-01" nType="0">
4697 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2610148191452026e-03" rms="4.0412107110023499e-01" purity="4.6171647310256958e-01" nType="-99"/>
4698 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5243061818182468e-02" rms="4.1328856348991394e-01" purity="4.6623525023460388e-01" nType="-99"/>
4699 </Node>
4700 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="1.8048524856567383e-02" rms="4.1468867659568787e-01" purity="6.1184430122375488e-01" nType="0">
4701 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5484767209272832e-04" rms="4.2455449700355530e-01" purity="5.8586084842681885e-01" nType="-99"/>
4702 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6844619065523148e-02" rms="3.8333916664123535e-01" purity="6.8102103471755981e-01" nType="-99"/>
4703 </Node>
4704 </Node>
4705 </BinaryTree>
4706 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="405">
4707 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.6191109791398048e-02" cType="1" res="1.1771092191338539e-02" rms="4.1357749700546265e-01" purity="5.1305598020553589e-01" nType="0">
4708 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.7485818862915039e-01" cType="1" res="1.4821527292951941e-03" rms="4.0668544173240662e-01" purity="4.7642850875854492e-01" nType="0">
4709 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3106518201529980e-03" rms="4.0428245067596436e-01" purity="3.6339995265007019e-01" nType="-99"/>
4710 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.4498361423611641e-03" rms="4.1035664081573486e-01" purity="6.7764878273010254e-01" nType="-99"/>
4711 </Node>
4712 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.5636065006256104e-01" cType="1" res="4.1440095752477646e-02" rms="4.3146556615829468e-01" purity="6.1867427825927734e-01" nType="0">
4713 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7603017166256905e-02" rms="4.3456098437309265e-01" purity="3.9843463897705078e-01" nType="-99"/>
4714 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2464401125907898e-03" rms="4.2907238006591797e-01" purity="6.8597477674484253e-01" nType="-99"/>
4715 </Node>
4716 </Node>
4717 </BinaryTree>
4718 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="406">
4719 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="-9.9819470196962357e-03" rms="4.1213679313659668e-01" purity="4.8658815026283264e-01" nType="0">
4720 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6321003213524818e-02" rms="3.3647820353507996e-01" purity="2.0002365112304688e-01" nType="-99"/>
4721 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1897341012954712e+00" cType="1" res="-7.5646284967660904e-03" rms="4.1454505920410156e-01" purity="4.9746906757354736e-01" nType="0">
4722 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6437117960304022e-03" rms="4.1344973444938660e-01" purity="4.7167348861694336e-01" nType="-99"/>
4723 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.7800136059522629e-03" rms="4.1986864805221558e-01" purity="6.6936290264129639e-01" nType="-99"/>
4724 </Node>
4725 </Node>
4726 </BinaryTree>
4727 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="407">
4728 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="-1.9246921874582767e-03" rms="4.1651231050491333e-01" purity="4.8699393868446350e-01" nType="0">
4729 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.0493025779724121e+00" cType="1" res="1.1376954615116119e-02" rms="4.1319951415061951e-01" purity="4.8603364825248718e-01" nType="0">
4730 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9477606080472469e-03" rms="4.1437315940856934e-01" purity="4.6440097689628601e-01" nType="-99"/>
4731 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6045659780502319e-02" rms="3.9654579758644104e-01" purity="6.9785642623901367e-01" nType="-99"/>
4732 </Node>
4733 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5240883529186249e-03" cType="1" res="-2.0460048690438271e-02" rms="4.2038381099700928e-01" purity="4.8833203315734863e-01" nType="0">
4734 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8369560129940510e-03" rms="4.1699197888374329e-01" purity="4.8262995481491089e-01" nType="-99"/>
4735 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9648339673876762e-03" rms="4.2398303747177124e-01" purity="4.9550440907478333e-01" nType="-99"/>
4736 </Node>
4737 </Node>
4738 </BinaryTree>
4739 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="408">
4740 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="8.4912562370300293e-01" cType="1" res="9.8940879106521606e-03" rms="4.0929543972015381e-01" purity="5.1099097728729248e-01" nType="0">
4741 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4000000000000000e+01" cType="1" res="-3.2595424272585660e-05" rms="4.1615721583366394e-01" purity="4.4423705339431763e-01" nType="0">
4742 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9245407097041607e-03" rms="4.1214323043823242e-01" purity="4.1811847686767578e-01" nType="-99"/>
4743 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0152160190045834e-02" rms="4.2451420426368713e-01" purity="5.1529204845428467e-01" nType="-99"/>
4744 </Node>
4745 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.4903818070888519e-01" cType="1" res="4.8708453774452209e-02" rms="3.7879258394241333e-01" purity="7.7200591564178467e-01" nType="0">
4746 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8350264057517052e-02" rms="3.9519557356834412e-01" purity="7.3231494426727295e-01" nType="-99"/>
4747 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.7830649204552174e-03" rms="3.4819018840789795e-01" purity="8.3718025684356689e-01" nType="-99"/>
4748 </Node>
4749 </Node>
4750 </BinaryTree>
4751 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="409">
4752 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="-2.0329763647168875e-03" rms="4.1647017002105713e-01" purity="4.9172893166542053e-01" nType="0">
4753 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="6.2857141494750977e+00" cType="1" res="9.2667974531650543e-03" rms="4.1136002540588379e-01" purity="4.9636384844779968e-01" nType="0">
4754 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1482605710625648e-02" rms="4.1157311201095581e-01" purity="3.9592239260673523e-01" nType="-99"/>
4755 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2004601303488016e-03" rms="4.1112792491912842e-01" purity="5.1452010869979858e-01" nType="-99"/>
4756 </Node>
4757 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.4935973882675171e-01" cType="1" res="-3.4544069319963455e-02" rms="4.2917862534523010e-01" purity="4.7839364409446716e-01" nType="0">
4758 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0607165060937405e-03" rms="4.2876613140106201e-01" purity="4.2039591073989868e-01" nType="-99"/>
4759 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4324839934706688e-02" rms="4.2516171932220459e-01" purity="5.9172028303146362e-01" nType="-99"/>
4760 </Node>
4761 </Node>
4762 </BinaryTree>
4763 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="410">
4764 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.1223807334899902e+00" cType="1" res="2.4790363386273384e-04" rms="4.1882890462875366e-01" purity="4.9496570229530334e-01" nType="0">
4765 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.3332664519548416e-02" cType="1" res="-5.9349685907363892e-03" rms="4.2060938477516174e-01" purity="4.6646884083747864e-01" nType="0">
4766 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.4551796792075038e-04" rms="4.1664239764213562e-01" purity="4.6118968725204468e-01" nType="-99"/>
4767 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5691285952925682e-02" rms="4.3908217549324036e-01" purity="4.9713489413261414e-01" nType="-99"/>
4768 </Node>
4769 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.2992115616798401e-01" cType="1" res="5.4888159036636353e-02" rms="3.9860495924949646e-01" purity="7.4680292606353760e-01" nType="0">
4770 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9226007163524628e-02" rms="4.3623685836791992e-01" purity="6.5727412700653076e-01" nType="-99"/>
4771 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1405851691961288e-02" rms="3.7536647915840149e-01" purity="7.9597055912017822e-01" nType="-99"/>
4772 </Node>
4773 </Node>
4774 </BinaryTree>
4775 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="411">
4776 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1897447519004345e-02" cType="1" res="3.4938047174364328e-03" rms="4.1043171286582947e-01" purity="5.0505042076110840e-01" nType="0">
4777 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.1363206207752228e-01" cType="1" res="-2.0933372899889946e-02" rms="4.0107464790344238e-01" purity="4.3049883842468262e-01" nType="0">
4778 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1384366080164909e-02" rms="3.7143021821975708e-01" purity="2.3011024296283722e-01" nType="-99"/>
4779 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3544118264690042e-03" rms="4.2987251281738281e-01" purity="6.4407366514205933e-01" nType="-99"/>
4780 </Node>
4781 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.5549399852752686e-01" cType="1" res="3.0893580988049507e-02" rms="4.1898870468139648e-01" purity="5.8867436647415161e-01" nType="0">
4782 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0410805270075798e-03" rms="3.8361936807632446e-01" purity="2.3478023707866669e-01" nType="-99"/>
4783 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1517759412527084e-02" rms="4.2816191911697388e-01" purity="6.9632571935653687e-01" nType="-99"/>
4784 </Node>
4785 </Node>
4786 </BinaryTree>
4787 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="412">
4788 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0355000495910645e-01" cType="1" res="7.0400750264525414e-03" rms="4.1767126321792603e-01" purity="5.0302183628082275e-01" nType="0">
4789 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.1261189877986908e-01" cType="1" res="-1.5432043932378292e-02" rms="4.0270835161209106e-01" purity="3.5383325815200806e-01" nType="0">
4790 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1244084686040878e-02" rms="3.6733001470565796e-01" purity="2.6044097542762756e-01" nType="-99"/>
4791 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1786719551309943e-03" rms="4.3377369642257690e-01" purity="4.4566592574119568e-01" nType="-99"/>
4792 </Node>
4793 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.1716603636741638e-01" cType="1" res="1.9757820293307304e-02" rms="4.2538067698478699e-01" purity="5.8745270967483521e-01" nType="0">
4794 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2902963906526566e-02" rms="4.3475067615509033e-01" purity="4.1057083010673523e-01" nType="-99"/>
4795 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.8551628394052386e-04" rms="4.1663101315498352e-01" purity="7.2339379787445068e-01" nType="-99"/>
4796 </Node>
4797 </Node>
4798 </BinaryTree>
4799 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="413">
4800 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8570840358734131e+00" cType="1" res="-2.0051007159054279e-03" rms="4.1408839821815491e-01" purity="4.9364995956420898e-01" nType="0">
4801 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.3437995314598083e-01" cType="1" res="2.3783533833920956e-04" rms="4.1316521167755127e-01" purity="4.9314343929290771e-01" nType="0">
4802 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.9539231956005096e-03" rms="3.5707399249076843e-01" purity="1.9331710040569305e-01" nType="-99"/>
4803 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3060548119246960e-03" rms="4.3252521753311157e-01" purity="6.0865330696105957e-01" nType="-99"/>
4804 </Node>
4805 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3724390193820000e-02" rms="4.3923422694206238e-01" purity="5.1275616884231567e-01" nType="-99"/>
4806 </Node>
4807 </BinaryTree>
4808 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="414">
4809 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5196667313575745e-02" cType="1" res="4.7874576412141323e-03" rms="4.1339474916458130e-01" purity="5.0658589601516724e-01" nType="0">
4810 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.1197427511215210e+00" cType="1" res="7.6919072307646275e-03" rms="4.1099953651428223e-01" purity="5.0773501396179199e-01" nType="0">
4811 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0701849609613419e-03" rms="4.1337096691131592e-01" purity="4.8703572154045105e-01" nType="-99"/>
4812 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.8737970218062401e-03" rms="3.8426628708839417e-01" purity="7.1853828430175781e-01" nType="-99"/>
4813 </Node>
4814 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9894409924745560e-02" rms="4.6858376264572144e-01" purity="4.7422870993614197e-01" nType="-99"/>
4815 </Node>
4816 </BinaryTree>
4817 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="415">
4818 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.6688977479934692e+00" cType="1" res="2.7097642305307090e-04" rms="4.1462710499763489e-01" purity="4.9437239766120911e-01" nType="0">
4819 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.6634063720703125e-01" cType="1" res="-5.9645925648510456e-03" rms="4.1555246710777283e-01" purity="4.7299140691757202e-01" nType="0">
4820 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1039445679634809e-04" rms="4.1359752416610718e-01" purity="4.7477138042449951e-01" nType="-99"/>
4821 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2642390578985214e-02" rms="4.5408096909523010e-01" purity="4.1667166352272034e-01" nType="-99"/>
4822 </Node>
4823 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.4611806869506836e+00" cType="1" res="6.1304386705160141e-02" rms="4.0036308765411377e-01" purity="7.0364868640899658e-01" nType="0">
4824 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6273738592863083e-02" rms="3.9321252703666687e-01" purity="7.3438161611557007e-01" nType="-99"/>
4825 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6647993624210358e-03" rms="4.0330192446708679e-01" purity="6.7273545265197754e-01" nType="-99"/>
4826 </Node>
4827 </Node>
4828 </BinaryTree>
4829 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="416">
4830 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3053590953350067e-01" cType="1" res="-9.1027328744530678e-03" rms="4.1167435050010681e-01" purity="4.8440942168235779e-01" nType="0">
4831 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.9622663259506226e-01" cType="1" res="6.6730316029861569e-04" rms="3.9399689435958862e-01" purity="4.1281616687774658e-01" nType="0">
4832 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4310587905347347e-03" rms="3.9008131623268127e-01" purity="4.0471476316452026e-01" nType="-99"/>
4833 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2506052404642105e-02" rms="4.3547293543815613e-01" purity="5.4572665691375732e-01" nType="-99"/>
4834 </Node>
4835 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.5059520006179810e-01" cType="1" res="-2.2972542792558670e-02" rms="4.3516263365745544e-01" purity="5.8604508638381958e-01" nType="0">
4836 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4600259251892567e-02" rms="4.4995191693305969e-01" purity="4.5427781343460083e-01" nType="-99"/>
4837 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2077523171901703e-03" rms="4.2005747556686401e-01" purity="6.9416177272796631e-01" nType="-99"/>
4838 </Node>
4839 </Node>
4840 </BinaryTree>
4841 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="417">
4842 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1450506448745728e+00" cType="1" res="6.4488956704735756e-03" rms="4.1826137900352478e-01" purity="4.9976009130477905e-01" nType="0">
4843 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.8187244534492493e-01" cType="1" res="6.2541040824726224e-04" rms="4.1578999161720276e-01" purity="4.8687949776649475e-01" nType="0">
4844 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7191210538148880e-03" rms="4.0937754511833191e-01" purity="4.6802660822868347e-01" nType="-99"/>
4845 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0666881687939167e-02" rms="4.4243958592414856e-01" purity="5.7611364126205444e-01" nType="-99"/>
4846 </Node>
4847 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="7.4785959720611572e-01" cType="1" res="7.9882420599460602e-02" rms="4.4171792268753052e-01" purity="6.6218286752700806e-01" nType="0">
4848 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2669804990291595e-02" rms="4.3916541337966919e-01" purity="5.9951823949813843e-01" nType="-99"/>
4849 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0249799117445946e-02" rms="4.3996748328208923e-01" purity="7.1345221996307373e-01" nType="-99"/>
4850 </Node>
4851 </Node>
4852 </BinaryTree>
4853 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="418">
4854 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.2848851531744003e-02" cType="1" res="8.2972049713134766e-03" rms="4.1239786148071289e-01" purity="5.0626027584075928e-01" nType="0">
4855 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.0956597328186035e-01" cType="1" res="3.6073906812816858e-03" rms="4.0948975086212158e-01" purity="4.9658182263374329e-01" nType="0">
4856 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3127163294702768e-03" rms="4.0708133578300476e-01" purity="4.8595234751701355e-01" nType="-99"/>
4857 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6057146713137627e-02" rms="4.3603995442390442e-01" purity="6.4055132865905762e-01" nType="-99"/>
4858 </Node>
4859 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.3142857551574707e+01" cType="1" res="7.0462845265865326e-02" rms="4.4452020525932312e-01" purity="6.3455206155776978e-01" nType="0">
4860 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0756892152130604e-02" rms="4.3721660971641541e-01" purity="5.6843709945678711e-01" nType="-99"/>
4861 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2817509248852730e-02" rms="4.4829788804054260e-01" purity="6.7897355556488037e-01" nType="-99"/>
4862 </Node>
4863 </Node>
4864 </BinaryTree>
4865 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="419">
4866 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.6000000000000000e+01" cType="1" res="-9.0845336671918631e-04" rms="4.1556510329246521e-01" purity="4.9250009655952454e-01" nType="0">
4867 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="9.0762126445770264e-01" cType="1" res="1.5569410286843777e-02" rms="4.1304585337638855e-01" purity="4.9016919732093811e-01" nType="0">
4868 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.9123604334890842e-03" rms="4.1138499975204468e-01" purity="4.8682463169097900e-01" nType="-99"/>
4869 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7911346629261971e-02" rms="4.2058023810386658e-01" purity="5.2480047941207886e-01" nType="-99"/>
4870 </Node>
4871 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.4280754141509533e-02" cType="1" res="-1.7379514873027802e-02" rms="4.1741853952407837e-01" purity="4.9483001232147217e-01" nType="0">
4872 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.1171786189079285e-03" rms="4.0918603539466858e-01" purity="4.4449618458747864e-01" nType="-99"/>
4873 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9612263422459364e-03" rms="4.2835515737533569e-01" purity="5.7088381052017212e-01" nType="-99"/>
4874 </Node>
4875 </Node>
4876 </BinaryTree>
4877 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="420">
4878 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6000000000000000e+01" cType="1" res="-3.8916066841920838e-05" rms="4.1614043712615967e-01" purity="4.9491471052169800e-01" nType="0">
4879 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.0000000000000000e+01" cType="1" res="3.4561827778816223e-03" rms="4.1616222262382507e-01" purity="4.9916470050811768e-01" nType="0">
4880 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2279939837753773e-03" rms="4.1365978121757507e-01" purity="4.8914921283721924e-01" nType="-99"/>
4881 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3393267765641212e-02" rms="4.3294358253479004e-01" purity="6.0288643836975098e-01" nType="-99"/>
4882 </Node>
4883 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5180496573448181e-03" cType="1" res="-4.4894237071275711e-02" rms="4.1324469447135925e-01" purity="4.4037213921546936e-01" nType="0">
4884 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6898744981735945e-03" rms="3.9978471398353577e-01" purity="4.6808815002441406e-01" nType="-99"/>
4885 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5788940489292145e-02" rms="4.2662265896797180e-01" purity="4.0117776393890381e-01" nType="-99"/>
4886 </Node>
4887 </Node>
4888 </BinaryTree>
4889 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="421">
4890 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.4652304053306580e-01" cType="1" res="2.3925916757434607e-03" rms="4.1761165857315063e-01" purity="4.9703428149223328e-01" nType="0">
4891 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.4255531430244446e-02" cType="1" res="-9.0096835047006607e-03" rms="4.1210088133811951e-01" purity="4.5505422353744507e-01" nType="0">
4892 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1389030888676643e-03" rms="3.9766073226928711e-01" purity="3.9920100569725037e-01" nType="-99"/>
4893 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1596848256886005e-02" rms="4.2631947994232178e-01" purity="5.2276968955993652e-01" nType="-99"/>
4894 </Node>
4895 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1910269968211651e-02" cType="1" res="4.2817413806915283e-02" rms="4.3418306112289429e-01" purity="6.4586734771728516e-01" nType="0">
4896 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0928550511598587e-03" rms="4.4551071524620056e-01" purity="5.6892967224121094e-01" nType="-99"/>
4897 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7515761777758598e-02" rms="4.2391717433929443e-01" purity="7.0221126079559326e-01" nType="-99"/>
4898 </Node>
4899 </Node>
4900 </BinaryTree>
4901 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="422">
4902 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="5.6676622480154037e-03" rms="4.1197651624679565e-01" purity="5.0116163492202759e-01" nType="0">
4903 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.5000000000000000e+01" cType="1" res="-1.7984939040616155e-03" rms="4.1218894720077515e-01" purity="4.9249789118766785e-01" nType="0">
4904 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.4951034039258957e-03" rms="3.9321312308311462e-01" purity="4.5137923955917358e-01" nType="-99"/>
4905 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3256936371326447e-03" rms="4.2777371406555176e-01" purity="5.3038591146469116e-01" nType="-99"/>
4906 </Node>
4907 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7617172822356224e-03" cType="1" res="8.0129355192184448e-02" rms="4.0234059095382690e-01" purity="5.8756685256958008e-01" nType="0">
4908 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.0002283640205860e-03" rms="3.8747069239616394e-01" purity="5.6633013486862183e-01" nType="-99"/>
4909 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9976040124893188e-02" rms="4.0559145808219910e-01" purity="5.9841281175613403e-01" nType="-99"/>
4910 </Node>
4911 </Node>
4912 </BinaryTree>
4913 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="423">
4914 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.3468016386032104e+00" cType="1" res="1.3599857687950134e-02" rms="4.1235420107841492e-01" purity="5.1929491758346558e-01" nType="0">
4915 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.4352668821811676e-02" cType="1" res="9.3080438673496246e-03" rms="4.1551944613456726e-01" purity="4.9370452761650085e-01" nType="0">
4916 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2398779392242432e-02" rms="3.0850723385810852e-01" purity="1.2086261063814163e-01" nType="-99"/>
4917 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5765157081186771e-03" rms="4.2562445998191833e-01" purity="5.3543728590011597e-01" nType="-99"/>
4918 </Node>
4919 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6958938911557198e-02" rms="3.7389349937438965e-01" purity="7.9222732782363892e-01" nType="-99"/>
4920 </Node>
4921 </BinaryTree>
4922 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="424">
4923 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="1.4352004043757915e-02" rms="4.1269055008888245e-01" purity="5.2472078800201416e-01" nType="0">
4924 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.9787058830261230e-01" cType="1" res="4.9058422446250916e-02" rms="3.9304137229919434e-01" purity="4.7483971714973450e-01" nType="0">
4925 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0323941707611084e-02" rms="3.9401426911354065e-01" purity="4.1527527570724487e-01" nType="-99"/>
4926 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1492345035076141e-02" rms="3.8074186444282532e-01" purity="7.1691948175430298e-01" nType="-99"/>
4927 </Node>
4928 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6238094329833984e+01" cType="1" res="6.0869501903653145e-03" rms="4.1680759191513062e-01" purity="5.3659957647323608e-01" nType="0">
4929 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5815107189118862e-03" rms="4.0720239281654358e-01" purity="5.2325767278671265e-01" nType="-99"/>
4930 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.5156668424606323e-03" rms="4.2252159118652344e-01" purity="5.4605513811111450e-01" nType="-99"/>
4931 </Node>
4932 </Node>
4933 </BinaryTree>
4934 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="425">
4935 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1924055814743042e+00" cType="1" res="-6.0824397951364517e-04" rms="4.0830954909324646e-01" purity="4.9862584471702576e-01" nType="0">
4936 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="-6.0717556625604630e-03" rms="4.0721315145492554e-01" purity="4.6855038404464722e-01" nType="0">
4937 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1696544289588928e-03" rms="3.9792665839195251e-01" purity="4.5243161916732788e-01" nType="-99"/>
4938 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.0869827866554260e-03" rms="4.1191771626472473e-01" purity="4.7836285829544067e-01" nType="-99"/>
4939 </Node>
4940 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.8492431640625000e+00" cType="1" res="3.3097647130489349e-02" rms="4.1341578960418701e-01" purity="6.8416923284530640e-01" nType="0">
4941 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4373459853231907e-02" rms="4.0058422088623047e-01" purity="7.3125576972961426e-01" nType="-99"/>
4942 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3717446476221085e-02" rms="4.5488688349723816e-01" purity="4.7971171140670776e-01" nType="-99"/>
4943 </Node>
4944 </Node>
4945 </BinaryTree>
4946 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="426">
4947 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7485818862915039e-01" cType="1" res="3.0057947151362896e-03" rms="4.1808852553367615e-01" purity="5.0452506542205811e-01" nType="0">
4948 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.9328813552856445e-01" cType="1" res="2.2162603214383125e-02" rms="4.2039015889167786e-01" purity="4.4331422448158264e-01" nType="0">
4949 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3931118194013834e-03" rms="4.1503989696502686e-01" purity="4.0122511982917786e-01" nType="-99"/>
4950 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5071952715516090e-02" rms="4.3236207962036133e-01" purity="5.5669552087783813e-01" nType="-99"/>
4951 </Node>
4952 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6642265021800995e-02" cType="1" res="-3.8604654371738434e-02" rms="4.0997269749641418e-01" purity="6.3748091459274292e-01" nType="0">
4953 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7969762906432152e-02" rms="4.1052532196044922e-01" purity="5.9121811389923096e-01" nType="-99"/>
4954 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3540732692927122e-04" rms="4.0593656897544861e-01" purity="7.1144914627075195e-01" nType="-99"/>
4955 </Node>
4956 </Node>
4957 </BinaryTree>
4958 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="427">
4959 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0427614003419876e-02" cType="1" res="-1.2272368185222149e-02" rms="4.1286498308181763e-01" purity="4.8567673563957214e-01" nType="0">
4960 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.1274235248565674e-01" cType="1" res="-7.4676969088613987e-03" rms="4.1040465235710144e-01" purity="4.8373353481292725e-01" nType="0">
4961 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4255427522584796e-03" rms="4.0932765603065491e-01" purity="4.7556412220001221e-01" nType="-99"/>
4962 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6473047435283661e-02" rms="4.2953240871429443e-01" purity="6.5841740369796753e-01" nType="-99"/>
4963 </Node>
4964 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.4958204030990601e-02" cType="1" res="-6.8025767803192139e-02" rms="4.3656080961227417e-01" purity="5.0822603702545166e-01" nType="0">
4965 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6601111292839050e-02" rms="4.3075990676879883e-01" purity="4.0520483255386353e-01" nType="-99"/>
4966 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.2297175861895084e-03" rms="4.3412220478057861e-01" purity="5.8036386966705322e-01" nType="-99"/>
4967 </Node>
4968 </Node>
4969 </BinaryTree>
4970 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="428">
4971 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810507263988256e-03" cType="1" res="5.8159641921520233e-03" rms="4.1735279560089111e-01" purity="4.9516308307647705e-01" nType="0">
4972 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.6238094329833984e+01" cType="1" res="3.0707558616995811e-02" rms="4.2130413651466370e-01" purity="5.3800487518310547e-01" nType="0">
4973 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7406169325113297e-02" rms="4.1182217001914978e-01" purity="5.5887413024902344e-01" nType="-99"/>
4974 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0325987134128809e-03" rms="4.3001124262809753e-01" purity="5.1148980855941772e-01" nType="-99"/>
4975 </Node>
4976 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.5721877813339233e+00" cType="1" res="-1.5640368219465017e-03" rms="4.1588786244392395e-01" purity="4.8246103525161743e-01" nType="0">
4977 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7136892681010067e-04" rms="4.1475987434387207e-01" purity="4.7331795096397400e-01" nType="-99"/>
4978 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6750192269682884e-02" rms="4.3161618709564209e-01" purity="6.4891600608825684e-01" nType="-99"/>
4979 </Node>
4980 </Node>
4981 </BinaryTree>
4982 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="429">
4983 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4155209958553314e-01" cType="1" res="-4.4329012744128704e-03" rms="4.1174671053886414e-01" purity="4.9151399731636047e-01" nType="0">
4984 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.3279415220022202e-02" cType="1" res="-2.6541275903582573e-02" rms="3.5568344593048096e-01" purity="1.9969274103641510e-01" nType="0">
4985 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5872335061430931e-02" rms="3.3582746982574463e-01" purity="1.7551217973232269e-01" nType="-99"/>
4986 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4977775067090988e-02" rms="4.5519968867301941e-01" purity="3.8565596938133240e-01" nType="-99"/>
4987 </Node>
4988 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.5100867748260498e-01" cType="1" res="6.3273678533732891e-03" rms="4.3602982163429260e-01" purity="6.3354504108428955e-01" nType="0">
4989 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5293398909270763e-03" rms="4.3498533964157104e-01" purity="6.5776878595352173e-01" nType="-99"/>
4990 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.2815913483500481e-03" rms="4.3624067306518555e-01" purity="5.7178497314453125e-01" nType="-99"/>
4991 </Node>
4992 </Node>
4993 </BinaryTree>
4994 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="430">
4995 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.8314793109893799e+00" cType="1" res="4.2330864816904068e-03" rms="4.1249191761016846e-01" purity="5.0352293252944946e-01" nType="0">
4996 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1302623748779297e+00" cType="1" res="6.8939882330596447e-03" rms="4.1299009323120117e-01" purity="5.0496095418930054e-01" nType="0">
4997 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3048595283180475e-03" rms="4.1196385025978088e-01" purity="4.9623456597328186e-01" nType="-99"/>
4998 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3351500034332275e-02" rms="4.3150666356086731e-01" purity="6.8975794315338135e-01" nType="-99"/>
4999 </Node>
5000 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6266064494848251e-02" rms="3.8084968924522400e-01" purity="4.5041832327842712e-01" nType="-99"/>
5001 </Node>
5002 </BinaryTree>
5003 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="431">
5004 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.0238094329833984e+01" cType="1" res="-1.0024766437709332e-02" rms="4.1432258486747742e-01" purity="4.8327302932739258e-01" nType="0">
5005 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.6861778497695923e-01" cType="1" res="7.0900650462135673e-04" rms="4.1236811876296997e-01" purity="4.8596262931823730e-01" nType="0">
5006 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3439018987119198e-03" rms="4.0863707661628723e-01" purity="4.5385202765464783e-01" nType="-99"/>
5007 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3448985293507576e-02" rms="4.2982545495033264e-01" purity="6.7234849929809570e-01" nType="-99"/>
5008 </Node>
5009 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.0952202156186104e-02" cType="1" res="-3.3032592386007309e-02" rms="4.1755267977714539e-01" purity="4.7750779986381531e-01" nType="0">
5010 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2086686007678509e-03" rms="4.1428059339523315e-01" purity="4.7896653413772583e-01" nType="-99"/>
5011 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2151527702808380e-02" rms="4.2262467741966248e-01" purity="4.6983960270881653e-01" nType="-99"/>
5012 </Node>
5013 </Node>
5014 </BinaryTree>
5015 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="432">
5016 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="7.4750411510467529e-01" cType="1" res="3.5950890742242336e-03" rms="4.1138607263565063e-01" purity="5.0285220146179199e-01" nType="0">
5017 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="9.7849029302597046e-01" cType="1" res="1.1624909529928118e-04" rms="4.1263979673385620e-01" purity="4.8429301381111145e-01" nType="0">
5018 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.1998814605176449e-04" rms="4.1129136085510254e-01" purity="4.7520378232002258e-01" nType="-99"/>
5019 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4107946306467056e-02" rms="4.3117430806159973e-01" purity="6.3660430908203125e-01" nType="-99"/>
5020 </Node>
5021 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3966351747512817e-02" rms="3.9033696055412292e-01" purity="7.6094484329223633e-01" nType="-99"/>
5022 </Node>
5023 </BinaryTree>
5024 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="433">
5025 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.1854498982429504e-01" cType="1" res="1.1067358776926994e-02" rms="4.1792440414428711e-01" purity="5.0187432765960693e-01" nType="0">
5026 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="-1.2750402092933655e-02" rms="3.9696711301803589e-01" purity="2.6810005307197571e-01" nType="0">
5027 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.3304725550115108e-03" rms="3.9213344454765320e-01" purity="2.5822737812995911e-01" nType="-99"/>
5028 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1869534850120544e-02" rms="4.0042990446090698e-01" purity="2.7945199608802795e-01" nType="-99"/>
5029 </Node>
5030 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="1.8870507180690765e-01" cType="1" res="2.9756944626569748e-02" rms="4.3274384737014771e-01" purity="6.8531495332717896e-01" nType="0">
5031 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2727921605110168e-02" rms="4.7514232993125916e-01" purity="5.3357219696044922e-01" nType="-99"/>
5032 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7817123122513294e-03" rms="4.2429888248443604e-01" purity="7.1030133962631226e-01" nType="-99"/>
5033 </Node>
5034 </Node>
5035 </BinaryTree>
5036 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="434">
5037 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="8.8676754385232925e-03" rms="4.1435751318931580e-01" purity="5.1212179660797119e-01" nType="0">
5038 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="4.1029632091522217e-01" cType="1" res="-1.6043223440647125e-02" rms="4.0279147028923035e-01" purity="4.6231371164321899e-01" nType="0">
5039 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2826072983443737e-02" rms="3.8777062296867371e-01" purity="3.0143147706985474e-01" nType="-99"/>
5040 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0077067203819752e-03" rms="4.1593384742736816e-01" purity="6.2728804349899292e-01" nType="-99"/>
5041 </Node>
5042 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.8101413547992706e-01" cType="1" res="2.4814220145344734e-02" rms="4.2082151770591736e-01" purity="5.4400616884231567e-01" nType="0">
5043 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0480386205017567e-02" rms="4.1349756717681885e-01" purity="4.9819928407669067e-01" nType="-99"/>
5044 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3045048583298922e-03" rms="4.3718478083610535e-01" purity="6.6120827198028564e-01" nType="-99"/>
5045 </Node>
5046 </Node>
5047 </BinaryTree>
5048 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="435">
5049 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.3466711044311523e+00" cType="1" res="6.4187902025878429e-03" rms="4.1715973615646362e-01" purity="4.9882400035858154e-01" nType="0">
5050 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="7.0368885993957520e-01" cType="1" res="1.9130517030134797e-03" rms="4.1917124390602112e-01" purity="4.7435465455055237e-01" nType="0">
5051 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1780179813504219e-03" rms="4.1693934798240662e-01" purity="4.6091660857200623e-01" nType="-99"/>
5052 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4333542436361313e-02" rms="4.3664923310279846e-01" purity="6.0900008678436279e-01" nType="-99"/>
5053 </Node>
5054 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5251095406711102e-02" rms="3.9132526516914368e-01" purity="7.6458996534347534e-01" nType="-99"/>
5055 </Node>
5056 </BinaryTree>
5057 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="436">
5058 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7620246186852455e-03" cType="1" res="7.5926627032458782e-03" rms="4.1871604323387146e-01" purity="5.0510758161544800e-01" nType="0">
5059 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.3696654438972473e-01" cType="1" res="3.4885030239820480e-02" rms="4.1966685652732849e-01" purity="5.1586645841598511e-01" nType="0">
5060 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1932135559618473e-02" rms="4.1685032844543457e-01" purity="5.0218266248703003e-01" nType="-99"/>
5061 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0240128263831139e-02" rms="4.3906825780868530e-01" purity="6.4778596162796021e-01" nType="-99"/>
5062 </Node>
5063 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.4011244773864746e+00" cType="1" res="-8.5905343294143677e-03" rms="4.1730907559394836e-01" purity="4.9872806668281555e-01" nType="0">
5064 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4272211380302906e-03" rms="4.1909351944923401e-01" purity="4.6970674395561218e-01" nType="-99"/>
5065 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6892185434699059e-02" rms="3.9326205849647522e-01" purity="7.7212190628051758e-01" nType="-99"/>
5066 </Node>
5067 </Node>
5068 </BinaryTree>
5069 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="437">
5070 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+00" cType="1" res="1.7643660306930542e-02" rms="4.1815322637557983e-01" purity="5.1478099822998047e-01" nType="0">
5071 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3873390406370163e-02" rms="3.0968189239501953e-01" purity="2.1114823222160339e-01" nType="-99"/>
5072 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.3333171159029007e-02" cType="1" res="2.2176461294293404e-02" rms="4.2123049497604370e-01" purity="5.2679169178009033e-01" nType="0">
5073 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.7525400556623936e-03" rms="4.1734340786933899e-01" purity="5.1719623804092407e-01" nType="-99"/>
5074 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0124716684222221e-03" rms="4.3999776244163513e-01" purity="5.7751160860061646e-01" nType="-99"/>
5075 </Node>
5076 </Node>
5077 </BinaryTree>
5078 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="438">
5079 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7891783714294434e-01" cType="1" res="-7.7448855154216290e-03" rms="4.0915638208389282e-01" purity="4.9856641888618469e-01" nType="0">
5080 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.7001005411148071e-01" cType="1" res="-2.3186983540654182e-02" rms="3.9932096004486084e-01" purity="3.9087104797363281e-01" nType="0">
5081 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2075617928057909e-03" rms="3.9372101426124573e-01" purity="3.8758620619773865e-01" nType="-99"/>
5082 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9821662232279778e-02" rms="4.2905494570732117e-01" purity="4.1784521937370300e-01" nType="-99"/>
5083 </Node>
5084 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.8571428298950195e+01" cType="1" res="1.7546519637107849e-02" rms="4.2355901002883911e-01" purity="6.7495220899581909e-01" nType="0">
5085 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0679391212761402e-02" rms="4.1774192452430725e-01" purity="6.9921070337295532e-01" nType="-99"/>
5086 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.2570055276155472e-03" rms="4.3254476785659790e-01" purity="6.1688679456710815e-01" nType="-99"/>
5087 </Node>
5088 </Node>
5089 </BinaryTree>
5090 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="439">
5091 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.3105255365371704e+00" cType="1" res="1.2703986838459969e-02" rms="4.1658702492713928e-01" purity="5.1348465681076050e-01" nType="0">
5092 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.5245574712753296e-01" cType="1" res="7.0729446597397327e-03" rms="4.1966387629508972e-01" purity="4.9115970730781555e-01" nType="0">
5093 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5511395409703255e-02" rms="3.4074917435646057e-01" purity="1.9361804425716400e-01" nType="-99"/>
5094 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3709378913044930e-03" rms="4.2708542943000793e-01" purity="5.2383929491043091e-01" nType="-99"/>
5095 </Node>
5096 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5934327393770218e-02" rms="3.6670240759849548e-01" purity="8.0275577306747437e-01" nType="-99"/>
5097 </Node>
5098 </BinaryTree>
5099 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="440">
5100 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="9.7086429595947266e-03" rms="4.1984972357749939e-01" purity="5.0933951139450073e-01" nType="0">
5101 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.2452294826507568e-01" cType="1" res="2.0380070433020592e-02" rms="4.1878318786621094e-01" purity="5.1645731925964355e-01" nType="0">
5102 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3071204535663128e-02" rms="4.0971234440803528e-01" purity="3.3282899856567383e-01" nType="-99"/>
5103 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5598276988603175e-04" rms="4.2557635903358459e-01" purity="6.7639100551605225e-01" nType="-99"/>
5104 </Node>
5105 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.3312715590000153e-02" cType="1" res="-2.9761748388409615e-02" rms="4.2142960429191589e-01" purity="4.8301279544830322e-01" nType="0">
5106 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.2153579890727997e-03" rms="4.2143893241882324e-01" purity="4.8875877261161804e-01" nType="-99"/>
5107 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6341000571846962e-02" rms="4.1401967406272888e-01" purity="4.4421806931495667e-01" nType="-99"/>
5108 </Node>
5109 </Node>
5110 </BinaryTree>
5111 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="441">
5112 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0468368679285049e-02" cType="1" res="-4.9352603964507580e-03" rms="4.1462427377700806e-01" purity="4.9009367823600769e-01" nType="0">
5113 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.1766185760498047e-01" cType="1" res="-2.3378824698738754e-04" rms="4.1305816173553467e-01" purity="4.9026215076446533e-01" nType="0">
5114 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7173149865120649e-03" rms="4.0975078940391541e-01" purity="4.5885470509529114e-01" nType="-99"/>
5115 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0553554631769657e-02" rms="4.2369344830513000e-01" purity="6.1523848772048950e-01" nType="-99"/>
5116 </Node>
5117 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="3.5148185491561890e-01" cType="1" res="-6.3471630215644836e-02" rms="4.2936074733734131e-01" purity="4.8799571394920349e-01" nType="0">
5118 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9844187200069427e-02" rms="4.0178808569908142e-01" purity="3.0850142240524292e-01" nType="-99"/>
5119 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3656139858067036e-03" rms="4.4779884815216064e-01" purity="6.5541142225265503e-01" nType="-99"/>
5120 </Node>
5121 </Node>
5122 </BinaryTree>
5123 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="442">
5124 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="5.3709587082266808e-03" rms="4.1361254453659058e-01" purity="5.0436490774154663e-01" nType="0">
5125 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.6663029789924622e-02" cType="1" res="-8.9438576251268387e-03" rms="4.0579602122306824e-01" purity="4.7496396303176880e-01" nType="0">
5126 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3959825737401843e-03" rms="3.9950919151306152e-01" purity="4.5313271880149841e-01" nType="-99"/>
5127 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.7360042855143547e-03" rms="4.1636505722999573e-01" purity="5.1695299148559570e-01" nType="-99"/>
5128 </Node>
5129 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6651667654514313e-02" cType="1" res="2.0903162658214569e-02" rms="4.2138031125068665e-01" purity="5.3626626729965210e-01" nType="0">
5130 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0168086048215628e-03" rms="4.1748896241188049e-01" purity="4.7001430392265320e-01" nType="-99"/>
5131 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6450218856334686e-02" rms="4.2361292243003845e-01" purity="6.3864356279373169e-01" nType="-99"/>
5132 </Node>
5133 </Node>
5134 </BinaryTree>
5135 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="443">
5136 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8081262260675430e-02" cType="1" res="6.8972609005868435e-04" rms="4.1284659504890442e-01" purity="5.0751876831054688e-01" nType="0">
5137 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.1759340539574623e-02" cType="1" res="-6.7820921540260315e-03" rms="4.1111850738525391e-01" purity="4.9083226919174194e-01" nType="0">
5138 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.7945728339254856e-04" rms="4.1206726431846619e-01" purity="4.7960543632507324e-01" nType="-99"/>
5139 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4251838438212872e-02" rms="4.0374523401260376e-01" purity="5.4069530963897705e-01" nType="-99"/>
5140 </Node>
5141 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.0225925743579865e-01" cType="1" res="5.7000730186700821e-02" rms="4.2140427231788635e-01" purity="6.3327568769454956e-01" nType="0">
5142 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9821845237165689e-03" rms="4.2292380332946777e-01" purity="4.8658326268196106e-01" nType="-99"/>
5143 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0733429118990898e-02" rms="4.1828879714012146e-01" purity="7.1633607149124146e-01" nType="-99"/>
5144 </Node>
5145 </Node>
5146 </BinaryTree>
5147 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="444">
5148 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="-1.2419654056429863e-02" rms="4.1207420825958252e-01" purity="4.8935934901237488e-01" nType="0">
5149 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.3790608644485474e+00" cType="1" res="-6.8751210346817970e-03" rms="4.1415405273437500e-01" purity="4.9806585907936096e-01" nType="0">
5150 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9589135665446520e-03" rms="4.1537803411483765e-01" purity="4.8673805594444275e-01" nType="-99"/>
5151 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3778592459857464e-02" rms="3.8961797952651978e-01" purity="6.7757022380828857e-01" nType="-99"/>
5152 </Node>
5153 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.2467796355485916e-01" cType="1" res="-7.2841934859752655e-02" rms="3.8352629542350769e-01" purity="3.9447897672653198e-01" nType="0">
5154 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6752048879861832e-02" rms="3.4188470244407654e-01" purity="2.2593693435192108e-01" nType="-99"/>
5155 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0876693092286587e-03" rms="4.2210736870765686e-01" purity="6.0018944740295410e-01" nType="-99"/>
5156 </Node>
5157 </Node>
5158 </BinaryTree>
5159 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="445">
5160 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="7.7694160863757133e-03" rms="4.1803631186485291e-01" purity="5.0533324480056763e-01" nType="0">
5161 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.2012402117252350e-01" cType="1" res="-1.1679751798510551e-02" rms="4.0062257647514343e-01" purity="4.6400681138038635e-01" nType="0">
5162 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2686638161540031e-02" rms="4.0575325489044189e-01" purity="3.1844612956047058e-01" nType="-99"/>
5163 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.8567517921328545e-03" rms="3.9786514639854431e-01" purity="5.0770181417465210e-01" nType="-99"/>
5164 </Node>
5165 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.6697098016738892e+00" cType="1" res="1.8833331763744354e-02" rms="4.2723110318183899e-01" purity="5.2884227037429810e-01" nType="0">
5166 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7709742318838835e-03" rms="4.2765143513679504e-01" purity="5.1447832584381104e-01" nType="-99"/>
5167 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9824927672743797e-02" rms="4.1780966520309448e-01" purity="7.0586121082305908e-01" nType="-99"/>
5168 </Node>
5169 </Node>
5170 </BinaryTree>
5171 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="446">
5172 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="1.0565947741270065e-03" rms="4.1813376545906067e-01" purity="5.0064939260482788e-01" nType="0">
5173 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.6032595634460449e-01" cType="1" res="-3.1117988750338554e-02" rms="4.0617516636848450e-01" purity="4.9875926971435547e-01" nType="0">
5174 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4726401790976524e-03" rms="4.0332615375518799e-01" purity="4.9064576625823975e-01" nType="-99"/>
5175 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9259638637304306e-02" rms="4.0609768033027649e-01" purity="5.4303896427154541e-01" nType="-99"/>
5176 </Node>
5177 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.1840224340558052e-03" cType="1" res="9.3681327998638153e-03" rms="4.2076814174652100e-01" purity="5.0113761425018311e-01" nType="0">
5178 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1888303793966770e-02" rms="4.2904821038246155e-01" purity="4.4788283109664917e-01" nType="-99"/>
5179 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0599453020840883e-03" rms="4.1409352421760559e-01" purity="5.3514188528060913e-01" nType="-99"/>
5180 </Node>
5181 </Node>
5182 </BinaryTree>
5183 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="447">
5184 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="-4.3417843990027905e-03" rms="4.1969844698905945e-01" purity="4.9379041790962219e-01" nType="0">
5185 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="7.2380952835083008e+00" cType="1" res="-4.4446051120758057e-02" rms="3.8705664873123169e-01" purity="3.4302031993865967e-01" nType="0">
5186 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0091722086071968e-03" rms="3.8817802071571350e-01" purity="3.4955969452857971e-01" nType="-99"/>
5187 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1521968543529510e-02" rms="3.7663686275482178e-01" purity="3.1797409057617188e-01" nType="-99"/>
5188 </Node>
5189 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.9857143402099609e+01" cType="1" res="4.0572523139417171e-03" rms="4.2573997378349304e-01" purity="5.2536624670028687e-01" nType="0">
5190 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.7572826519608498e-03" rms="4.2723000049591064e-01" purity="5.5336970090866089e-01" nType="-99"/>
5191 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.2208105809986591e-03" rms="4.2216888070106506e-01" purity="4.8778071999549866e-01" nType="-99"/>
5192 </Node>
5193 </Node>
5194 </BinaryTree>
5195 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="448">
5196 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.6571428298950195e+01" cType="1" res="3.6473467480391264e-03" rms="4.1666918992996216e-01" purity="5.0611460208892822e-01" nType="0">
5197 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.3582367897033691e+00" cType="1" res="-6.0201897285878658e-03" rms="4.1521960496902466e-01" purity="4.9456211924552917e-01" nType="0">
5198 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8259340110234916e-04" rms="4.1450950503349304e-01" purity="4.9168530106544495e-01" nType="-99"/>
5199 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9938181862235069e-02" rms="4.1941565275192261e-01" purity="5.5848419666290283e-01" nType="-99"/>
5200 </Node>
5201 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.0919980257749557e-02" cType="1" res="4.2251661419868469e-02" rms="4.2019644379615784e-01" purity="5.5224621295928955e-01" nType="0">
5202 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.8348003551363945e-03" rms="4.2816331982612610e-01" purity="5.0181162357330322e-01" nType="-99"/>
5203 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5668714195489883e-02" rms="3.8883811235427856e-01" purity="7.1159565448760986e-01" nType="-99"/>
5204 </Node>
5205 </Node>
5206 </BinaryTree>
5207 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="449">
5208 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="-2.8560424689203501e-03" rms="4.2140674591064453e-01" purity="4.8721790313720703e-01" nType="0">
5209 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.0952839180827141e-02" cType="1" res="2.6293940842151642e-02" rms="4.0935701131820679e-01" purity="4.1902083158493042e-01" nType="0">
5210 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4170544240623713e-03" rms="3.9413717389106750e-01" purity="3.8411349058151245e-01" nType="-99"/>
5211 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4289904162287712e-02" rms="4.5874714851379395e-01" purity="5.5489552021026611e-01" nType="-99"/>
5212 </Node>
5213 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.1234838962554932e+00" cType="1" res="-9.8738791421055794e-03" rms="4.2395737767219543e-01" purity="5.0363636016845703e-01" nType="0">
5214 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5070587396621704e-03" rms="4.2177775502204895e-01" purity="4.9051398038864136e-01" nType="-99"/>
5215 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5502017922699451e-02" rms="4.4456106424331665e-01" purity="6.4854592084884644e-01" nType="-99"/>
5216 </Node>
5217 </Node>
5218 </BinaryTree>
5219 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="450">
5220 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2000000000000000e+01" cType="1" res="-7.4011445976793766e-03" rms="4.1784083843231201e-01" purity="4.9057292938232422e-01" nType="0">
5221 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1809523582458496e+01" cType="1" res="-1.2805914506316185e-02" rms="4.1718599200248718e-01" purity="4.8898029327392578e-01" nType="0">
5222 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6804758235812187e-03" rms="4.0790745615959167e-01" purity="4.6775636076927185e-01" nType="-99"/>
5223 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0564919151365757e-03" rms="4.2227390408515930e-01" purity="5.0213867425918579e-01" nType="-99"/>
5224 </Node>
5225 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.1925516426563263e-01" cType="1" res="3.2788533717393875e-02" rms="4.2050513625144958e-01" purity="5.0241589546203613e-01" nType="0">
5226 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8972788006067276e-02" rms="4.0758037567138672e-01" purity="4.7119921445846558e-01" nType="-99"/>
5227 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1000372730195522e-03" rms="4.3407210707664490e-01" purity="5.4800850152969360e-01" nType="-99"/>
5228 </Node>
5229 </Node>
5230 </BinaryTree>
5231 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="451">
5232 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3027564585208893e-01" cType="1" res="-2.1323922555893660e-03" rms="4.1112595796585083e-01" purity="4.9940270185470581e-01" nType="0">
5233 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.2854995727539062e-01" cType="1" res="7.2142900899052620e-03" rms="3.9275527000427246e-01" purity="4.2870745062828064e-01" nType="0">
5234 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7842132151126862e-03" rms="3.6372664570808411e-01" purity="2.1701738238334656e-01" nType="-99"/>
5235 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.4181267991662025e-03" rms="4.2290174961090088e-01" purity="6.7383790016174316e-01" nType="-99"/>
5236 </Node>
5237 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.5726644992828369e-01" cType="1" res="-1.5245874412357807e-02" rms="4.3525794148445129e-01" purity="5.9858876466751099e-01" nType="0">
5238 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4355851337313652e-02" rms="4.4389018416404724e-01" purity="4.7406551241874695e-01" nType="-99"/>
5239 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.9566088465508074e-05" rms="4.3117550015449524e-01" purity="6.4079552888870239e-01" nType="-99"/>
5240 </Node>
5241 </Node>
5242 </BinaryTree>
5243 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="452">
5244 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="8.4023578092455864e-03" rms="4.1877833008766174e-01" purity="5.0361013412475586e-01" nType="0">
5245 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1666666984558105e+01" cType="1" res="2.6810145936906338e-03" rms="4.1826114058494568e-01" purity="4.9908620119094849e-01" nType="0">
5246 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.6165301725268364e-03" rms="4.0029796957969666e-01" purity="5.0280857086181641e-01" nType="-99"/>
5247 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1329239718616009e-03" rms="4.2854776978492737e-01" purity="4.9674597382545471e-01" nType="-99"/>
5248 </Node>
5249 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.2516502439975739e-01" cType="1" res="7.0477940142154694e-02" rms="4.1936093568801880e-01" purity="5.5269372463226318e-01" nType="0">
5250 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.6155775189399719e-02" rms="4.1506800055503845e-01" purity="4.0459865331649780e-01" nType="-99"/>
5251 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.5833865925669670e-03" rms="4.1873341798782349e-01" purity="6.4362102746963501e-01" nType="-99"/>
5252 </Node>
5253 </Node>
5254 </BinaryTree>
5255 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="453">
5256 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="-1.0883647948503494e-02" rms="4.1374140977859497e-01" purity="4.7989463806152344e-01" nType="0">
5257 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.7528066635131836e-01" cType="1" res="2.2112332284450531e-02" rms="4.2068547010421753e-01" purity="5.3297543525695801e-01" nType="0">
5258 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1192181147634983e-02" rms="4.2702788114547729e-01" purity="4.5994317531585693e-01" nType="-99"/>
5259 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7139227390289307e-03" rms="4.0539178252220154e-01" purity="6.7455744743347168e-01" nType="-99"/>
5260 </Node>
5261 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="8.3171665668487549e-01" cType="1" res="-2.0834239199757576e-02" rms="4.1110488772392273e-01" purity="4.6388700604438782e-01" nType="0">
5262 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.2532018423080444e-03" rms="4.0898558497428894e-01" purity="4.2413097620010376e-01" nType="-99"/>
5263 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.8431403487920761e-03" rms="4.1985404491424561e-01" purity="6.9225519895553589e-01" nType="-99"/>
5264 </Node>
5265 </Node>
5266 </BinaryTree>
5267 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="454">
5268 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1418811567127705e-03" cType="1" res="1.9823904149234295e-03" rms="4.1445565223693848e-01" purity="5.0408518314361572e-01" nType="0">
5269 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.7000000000000000e+01" cType="1" res="-1.7256289720535278e-02" rms="4.1092729568481445e-01" purity="4.5026788115501404e-01" nType="0">
5270 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4107018942013383e-03" rms="4.1401204466819763e-01" purity="4.5482012629508972e-01" nType="-99"/>
5271 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8069481477141380e-02" rms="3.9486595988273621e-01" purity="4.3234989047050476e-01" nType="-99"/>
5272 </Node>
5273 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="8.1887567043304443e-01" cType="1" res="1.6724202781915665e-02" rms="4.1653820872306824e-01" purity="5.4532319307327271e-01" nType="0">
5274 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1973809972405434e-03" rms="4.1517680883407593e-01" purity="5.2441978454589844e-01" nType="-99"/>
5275 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.2109749093651772e-03" rms="4.2034161090850830e-01" purity="6.6183906793594360e-01" nType="-99"/>
5276 </Node>
5277 </Node>
5278 </BinaryTree>
5279 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="455">
5280 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="9.5239905640482903e-03" cType="1" res="1.0196830146014690e-02" rms="4.1476726531982422e-01" purity="5.1120454072952271e-01" nType="0">
5281 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1571428298950195e+01" cType="1" res="2.2892760112881660e-02" rms="4.1104131937026978e-01" purity="4.9146535992622375e-01" nType="0">
5282 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2760584726929665e-03" rms="3.6731910705566406e-01" purity="4.4155880808830261e-01" nType="-99"/>
5283 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0373816825449467e-02" rms="4.2909923195838928e-01" purity="5.1481389999389648e-01" nType="-99"/>
5284 </Node>
5285 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.0730610713362694e-02" cType="1" res="-3.8272675592452288e-03" rms="4.1839686036109924e-01" purity="5.3300881385803223e-01" nType="0">
5286 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.3792324401438236e-03" rms="4.1155126690864563e-01" purity="4.7498238086700439e-01" nType="-99"/>
5287 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.3804128915071487e-03" rms="4.2587912082672119e-01" purity="6.1550223827362061e-01" nType="-99"/>
5288 </Node>
5289 </Node>
5290 </BinaryTree>
5291 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="456">
5292 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1429577656090260e-03" cType="1" res="-5.9188059531152248e-03" rms="4.1551873087882996e-01" purity="4.8634693026542664e-01" nType="0">
5293 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.4714286804199219e+01" cType="1" res="-2.8021262958645821e-02" rms="4.0936589241027832e-01" purity="4.2879676818847656e-01" nType="0">
5294 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5182348005473614e-03" rms="4.1153699159622192e-01" purity="4.3837219476699829e-01" nType="-99"/>
5295 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2356073856353760e-02" rms="3.5932287573814392e-01" purity="3.0209958553314209e-01" nType="-99"/>
5296 </Node>
5297 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="6.7477989196777344e-01" cType="1" res="1.0799916461110115e-02" rms="4.1933983564376831e-01" purity="5.2987885475158691e-01" nType="0">
5298 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.8192944377660751e-03" rms="4.1488367319107056e-01" purity="5.0279808044433594e-01" nType="-99"/>
5299 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9218838103115559e-03" rms="4.3723005056381226e-01" purity="6.4950680732727051e-01" nType="-99"/>
5300 </Node>
5301 </Node>
5302 </BinaryTree>
5303 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="457">
5304 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.0645431280136108e+00" cType="1" res="-3.5210989881306887e-04" rms="4.1048753261566162e-01" purity="4.9880096316337585e-01" nType="0">
5305 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.0267183780670166e+00" cType="1" res="-5.7634823024272919e-03" rms="4.1177278757095337e-01" purity="4.6836769580841064e-01" nType="0">
5306 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0567054636776447e-03" rms="4.1681984066963196e-01" purity="4.2672589421272278e-01" nType="-99"/>
5307 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.1626998037099838e-03" rms="3.7363407015800476e-01" purity="7.5224310159683228e-01" nType="-99"/>
5308 </Node>
5309 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.0074007511138916e+00" cType="1" res="4.4326309114694595e-02" rms="3.9690878987312317e-01" purity="7.5007015466690063e-01" nType="0">
5310 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4037944152951241e-02" rms="3.7804681062698364e-01" purity="7.8751087188720703e-01" nType="-99"/>
5311 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.6226924061775208e-03" rms="4.1290235519409180e-01" purity="6.9867718219757080e-01" nType="-99"/>
5312 </Node>
5313 </Node>
5314 </BinaryTree>
5315 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="458">
5316 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.6077330112457275e+00" cType="1" res="-1.5563518740236759e-02" rms="4.1008466482162476e-01" purity="4.8315262794494629e-01" nType="0">
5317 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.5338763594627380e-01" cType="1" res="-1.8107822164893150e-02" rms="4.0820878744125366e-01" purity="4.7762700915336609e-01" nType="0">
5318 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7403493479359895e-05" rms="3.7755599617958069e-01" purity="3.6160299181938171e-01" nType="-99"/>
5319 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.1863040104508400e-03" rms="4.2931562662124634e-01" purity="5.6483411788940430e-01" nType="-99"/>
5320 </Node>
5321 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1644531972706318e-02" rms="4.4764223694801331e-01" purity="6.1240917444229126e-01" nType="-99"/>
5322 </Node>
5323 </BinaryTree>
5324 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="459">
5325 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.3829734325408936e+00" cType="1" res="1.5851223841309547e-02" rms="4.2029595375061035e-01" purity="5.1016414165496826e-01" nType="0">
5326 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1205602437257767e-01" cType="1" res="1.3116668909788132e-02" rms="4.2077070474624634e-01" purity="5.0058740377426147e-01" nType="0">
5327 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2334430590271950e-02" rms="3.9215379953384399e-01" purity="3.6401435732841492e-01" nType="-99"/>
5328 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.0846947599202394e-04" rms="4.3269237875938416e-01" purity="5.6250220537185669e-01" nType="-99"/>
5329 </Node>
5330 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7787724733352661e-02" rms="4.0817043185234070e-01" purity="6.8678528070449829e-01" nType="-99"/>
5331 </Node>
5332 </BinaryTree>
5333 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="460">
5334 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1486673355102539e+00" cType="1" res="4.8271036939695477e-04" rms="4.1433995962142944e-01" purity="4.9362716078758240e-01" nType="0">
5335 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="-4.7640278935432434e-03" rms="4.1428905725479126e-01" purity="4.7734320163726807e-01" nType="0">
5336 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0405124202370644e-03" rms="4.1041886806488037e-01" purity="4.4430786371231079e-01" nType="-99"/>
5337 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2344856988638639e-03" rms="4.1789552569389343e-01" purity="5.1184123754501343e-01" nType="-99"/>
5338 </Node>
5339 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.6748219728469849e+00" cType="1" res="6.0859445482492447e-02" rms="4.1012308001518250e-01" purity="6.8101435899734497e-01" nType="0">
5340 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5669429451227188e-02" rms="4.1750544309616089e-01" purity="7.3540747165679932e-01" nType="-99"/>
5341 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.1696000844240189e-03" rms="3.9673045277595520e-01" purity="6.1988294124603271e-01" nType="-99"/>
5342 </Node>
5343 </Node>
5344 </BinaryTree>
5345 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="461">
5346 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="4.7289072535932064e-03" rms="4.1567432880401611e-01" purity="5.0323778390884399e-01" nType="0">
5347 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.6006876230239868e-01" cType="1" res="-5.4113822989165783e-03" rms="4.1131141781806946e-01" purity="4.8619994521141052e-01" nType="0">
5348 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5529445372521877e-03" rms="4.0595510601997375e-01" purity="4.6896299719810486e-01" nType="-99"/>
5349 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3457058928906918e-02" rms="4.3084102869033813e-01" purity="5.6180310249328613e-01" nType="-99"/>
5350 </Node>
5351 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.3806872777640820e-03" cType="1" res="2.8826594352722168e-02" rms="4.2489346861839294e-01" purity="5.4372704029083252e-01" nType="0">
5352 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2150535359978676e-02" rms="4.2094030976295471e-01" purity="4.9007016420364380e-01" nType="-99"/>
5353 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2407926842570305e-02" rms="4.2394727468490601e-01" purity="5.5679035186767578e-01" nType="-99"/>
5354 </Node>
5355 </Node>
5356 </BinaryTree>
5357 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="462">
5358 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="-3.0950398650020361e-03" rms="4.1420558094978333e-01" purity="4.9214345216751099e-01" nType="0">
5359 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.1422009468078613e+00" cType="1" res="1.0507588740438223e-03" rms="4.1440409421920776e-01" purity="4.9921593070030212e-01" nType="0">
5360 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0345606440678239e-04" rms="4.1586211323738098e-01" purity="4.8400840163230896e-01" nType="-99"/>
5361 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6754083335399628e-02" rms="3.8771769404411316e-01" purity="7.1797537803649902e-01" nType="-99"/>
5362 </Node>
5363 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4989867359399796e-02" rms="3.8778135180473328e-01" purity="2.7838411927223206e-01" nType="-99"/>
5364 </Node>
5365 </BinaryTree>
5366 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="463">
5367 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3814884480088949e-03" cType="1" res="5.8803753927350044e-03" rms="4.1195115447044373e-01" purity="5.0915718078613281e-01" nType="0">
5368 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.8101456761360168e-01" cType="1" res="4.3055165559053421e-02" rms="4.2091292142868042e-01" purity="5.6249213218688965e-01" nType="0">
5369 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8416905775666237e-02" rms="4.1734963655471802e-01" purity="5.3224521875381470e-01" nType="-99"/>
5370 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.4934338703751564e-03" rms="4.2328125238418579e-01" purity="6.6373932361602783e-01" nType="-99"/>
5371 </Node>
5372 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1448587290942669e-02" cType="1" res="-4.7633275389671326e-03" rms="4.0872699022293091e-01" purity="4.9388659000396729e-01" nType="0">
5373 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1098809540271759e-02" rms="3.9950963854789734e-01" purity="3.5915437340736389e-01" nType="-99"/>
5374 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7115175984799862e-03" rms="4.1320189833641052e-01" purity="5.8265274763107300e-01" nType="-99"/>
5375 </Node>
5376 </Node>
5377 </BinaryTree>
5378 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="464">
5379 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.2857293039560318e-02" cType="1" res="5.6727058254182339e-03" rms="4.1328334808349609e-01" purity="5.0721114873886108e-01" nType="0">
5380 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0831700898706913e-03" cType="1" res="9.3384170904755592e-03" rms="4.1280567646026611e-01" purity="5.0673568248748779e-01" nType="0">
5381 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1140732355415821e-03" rms="4.0689268708229065e-01" purity="4.7932687401771545e-01" nType="-99"/>
5382 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6746588088572025e-03" rms="4.1504871845245361e-01" purity="5.1946604251861572e-01" nType="-99"/>
5383 </Node>
5384 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.6599399298429489e-02" cType="1" res="-6.0021653771400452e-02" rms="4.1631516814231873e-01" purity="5.1573204994201660e-01" nType="0">
5385 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4719446189701557e-02" rms="4.0595889091491699e-01" purity="5.0968915224075317e-01" nType="-99"/>
5386 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6587015241384506e-02" rms="4.2662724852561951e-01" purity="5.2191984653472900e-01" nType="-99"/>
5387 </Node>
5388 </Node>
5389 </BinaryTree>
5390 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="465">
5391 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="7.0142418146133423e-01" cType="1" res="2.2203421394806355e-05" rms="4.1215994954109192e-01" purity="4.9771806597709656e-01" nType="0">
5392 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.5237176120281219e-02" cType="1" res="-8.3061372861266136e-03" rms="4.1314643621444702e-01" purity="4.4925203919410706e-01" nType="0">
5393 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3880139235407114e-03" rms="4.1061618924140930e-01" purity="4.4193413853645325e-01" nType="-99"/>
5394 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7627138644456863e-02" rms="4.5761293172836304e-01" purity="6.0821485519409180e-01" nType="-99"/>
5395 </Node>
5396 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.1442316472530365e-02" cType="1" res="3.8476143032312393e-02" rms="4.0536129474639893e-01" purity="7.2149711847305298e-01" nType="0">
5397 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5388917177915573e-02" rms="3.9894101023674011e-01" purity="7.3767811059951782e-01" nType="-99"/>
5398 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.3447375800460577e-04" rms="4.1499224305152893e-01" purity="6.8862158060073853e-01" nType="-99"/>
5399 </Node>
5400 </Node>
5401 </BinaryTree>
5402 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="466">
5403 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7620246186852455e-03" cType="1" res="2.6705334894359112e-03" rms="4.1078555583953857e-01" purity="5.0768768787384033e-01" nType="0">
5404 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.1392504870891571e-01" cType="1" res="2.4881765246391296e-02" rms="4.0822100639343262e-01" purity="5.2176868915557861e-01" nType="0">
5405 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1110899726627395e-05" rms="4.0083128213882446e-01" purity="3.2301810383796692e-01" nType="-99"/>
5406 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3335993513464928e-02" rms="4.1413947939872742e-01" purity="7.2612512111663818e-01" nType="-99"/>
5407 </Node>
5408 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="-1.0488372296094894e-02" rms="4.1173255443572998e-01" purity="4.9934545159339905e-01" nType="0">
5409 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8136967234313488e-03" rms="4.1017180681228638e-01" purity="4.9417433142662048e-01" nType="-99"/>
5410 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9352728500962257e-02" rms="4.2136865854263306e-01" purity="5.6208389997482300e-01" nType="-99"/>
5411 </Node>
5412 </Node>
5413 </BinaryTree>
5414 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="467">
5415 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.6889727115631104e-01" cType="1" res="1.0617928579449654e-02" rms="4.1667520999908447e-01" purity="5.1158207654953003e-01" nType="0">
5416 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.5237895101308823e-02" cType="1" res="1.8173513934016228e-02" rms="4.1497725248336792e-01" purity="5.0287264585494995e-01" nType="0">
5417 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.8726682327687740e-03" rms="4.1403469443321228e-01" purity="5.0304186344146729e-01" nType="-99"/>
5418 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7222044989466667e-02" rms="4.3240797519683838e-01" purity="4.9815362691879272e-01" nType="-99"/>
5419 </Node>
5420 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.2986919879913330e+00" cType="1" res="-4.6018790453672409e-02" rms="4.2493253946304321e-01" purity="5.7686841487884521e-01" nType="0">
5421 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7970632314682007e-02" rms="4.4982248544692993e-01" purity="3.8245651125907898e-01" nType="-99"/>
5422 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8311544554308057e-03" rms="4.0859326720237732e-01" purity="6.4519512653350830e-01" nType="-99"/>
5423 </Node>
5424 </Node>
5425 </BinaryTree>
5426 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="468">
5427 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.8767529726028442e-01" cType="1" res="1.1956908274441957e-03" rms="4.0824463963508606e-01" purity="5.0178211927413940e-01" nType="0">
5428 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.9038524627685547e-01" cType="1" res="-6.7932638339698315e-03" rms="4.0560889244079590e-01" purity="4.7726619243621826e-01" nType="0">
5429 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7391700316220522e-03" rms="4.0308183431625366e-01" purity="4.4678685069084167e-01" nType="-99"/>
5430 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1213799938559532e-02" rms="4.2203682661056519e-01" purity="7.2239732742309570e-01" nType="-99"/>
5431 </Node>
5432 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0803030729293823e+00" cType="1" res="5.1634307950735092e-02" rms="4.2102250456809998e-01" purity="6.5656471252441406e-01" nType="0">
5433 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8034854680299759e-02" rms="4.1474115848541260e-01" purity="7.1243822574615479e-01" nType="-99"/>
5434 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4576632529497147e-03" rms="4.1876295208930969e-01" purity="6.0454356670379639e-01" nType="-99"/>
5435 </Node>
5436 </Node>
5437 </BinaryTree>
5438 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="469">
5439 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0475346148014069e-02" cType="1" res="6.5089059062302113e-03" rms="4.1356110572814941e-01" purity="5.1232886314392090e-01" nType="0">
5440 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.5078943967819214e-01" cType="1" res="-1.6415635400335304e-05" rms="4.1443157196044922e-01" purity="4.9617314338684082e-01" nType="0">
5441 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9791957456618547e-03" rms="4.1231119632720947e-01" purity="4.4792032241821289e-01" nType="-99"/>
5442 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.7638439834117889e-03" rms="4.2219805717468262e-01" purity="7.0569825172424316e-01" nType="-99"/>
5443 </Node>
5444 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.6558819413185120e-01" cType="1" res="6.6191419959068298e-02" rms="4.0061122179031372e-01" purity="6.6009396314620972e-01" nType="0">
5445 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2409727573394775e-02" rms="4.3037235736846924e-01" purity="6.1619538068771362e-01" nType="-99"/>
5446 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.5797339454293251e-03" rms="3.8108062744140625e-01" purity="6.8218469619750977e-01" nType="-99"/>
5447 </Node>
5448 </Node>
5449 </BinaryTree>
5450 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="470">
5451 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4231101572513580e-01" cType="1" res="1.0122823528945446e-02" rms="4.1870343685150146e-01" purity="5.0723075866699219e-01" nType="0">
5452 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.8760044872760773e-02" cType="1" res="3.6964505910873413e-02" rms="3.9190903306007385e-01" purity="2.8210064768791199e-01" nType="0">
5453 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1771049126982689e-02" rms="2.6704084873199463e-01" purity="7.9719036817550659e-02" nType="-99"/>
5454 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8510578200221062e-02" rms="4.2163369059562683e-01" purity="3.4844502806663513e-01" nType="-99"/>
5455 </Node>
5456 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.1432329714298248e-03" cType="1" res="-4.4987350702285767e-03" rms="4.3190026283264160e-01" purity="6.2986671924591064e-01" nType="0">
5457 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.5399277955293655e-03" rms="4.2361623048782349e-01" purity="6.5765756368637085e-01" nType="-99"/>
5458 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.5337745472788811e-03" rms="4.3654796481132507e-01" purity="6.0987263917922974e-01" nType="-99"/>
5459 </Node>
5460 </Node>
5461 </BinaryTree>
5462 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="471">
5463 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5229479670524597e-02" cType="1" res="7.4913115240633488e-03" rms="4.1889101266860962e-01" purity="5.1100558042526245e-01" nType="0">
5464 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.5074909664690495e-02" cType="1" res="2.8024765197187662e-03" rms="4.1747477650642395e-01" purity="5.0230216979980469e-01" nType="0">
5465 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.0276811234652996e-03" rms="4.1468366980552673e-01" purity="4.8267054557800293e-01" nType="-99"/>
5466 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.9709997624158859e-03" rms="4.2127501964569092e-01" purity="5.3962105512619019e-01" nType="-99"/>
5467 </Node>
5468 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3285914212465286e-02" rms="4.3525987863540649e-01" purity="6.7201435565948486e-01" nType="-99"/>
5469 </Node>
5470 </BinaryTree>
5471 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="472">
5472 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7998645901679993e-01" cType="1" res="-1.6011429252102971e-03" rms="4.1354706883430481e-01" purity="5.0035101175308228e-01" nType="0">
5473 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.8914582133293152e-01" cType="1" res="-1.4205680228769779e-02" rms="4.0447047352790833e-01" purity="3.9165294170379639e-01" nType="0">
5474 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.2746036350727081e-03" rms="4.0152725577354431e-01" purity="3.3134296536445618e-01" nType="-99"/>
5475 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4757470227777958e-02" rms="4.1180711984634399e-01" purity="6.9776904582977295e-01" nType="-99"/>
5476 </Node>
5477 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.2863914072513580e-01" cType="1" res="1.8523346632719040e-02" rms="4.2686885595321655e-01" purity="6.7389917373657227e-01" nType="0">
5478 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7567188739776611e-02" rms="4.6050012111663818e-01" purity="5.7032072544097900e-01" nType="-99"/>
5479 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.1224157474935055e-04" rms="4.1749626398086548e-01" purity="6.8741321563720703e-01" nType="-99"/>
5480 </Node>
5481 </Node>
5482 </BinaryTree>
5483 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="473">
5484 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="2.0142027642577887e-03" rms="4.2226353287696838e-01" purity="4.9719816446304321e-01" nType="0">
5485 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="7.1429577656090260e-03" cType="1" res="5.0847034901380539e-02" rms="4.2226812243461609e-01" purity="4.3186232447624207e-01" nType="0">
5486 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3621530979871750e-02" rms="4.5589274168014526e-01" purity="4.2953562736511230e-01" nType="-99"/>
5487 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1490510553121567e-03" rms="3.8417282700538635e-01" purity="4.3396988511085510e-01" nType="-99"/>
5488 </Node>
5489 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.1343602612614632e-03" cType="1" res="-6.8539432249963284e-03" rms="4.2165634036064148e-01" purity="5.0906324386596680e-01" nType="0">
5490 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.6527541279792786e-03" rms="4.1627836227416992e-01" purity="4.5053923130035400e-01" nType="-99"/>
5491 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0063241720199585e-03" rms="4.2481610178947449e-01" purity="5.5357807874679565e-01" nType="-99"/>
5492 </Node>
5493 </Node>
5494 </BinaryTree>
5495 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="474">
5496 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1834862232208252e-01" cType="1" res="7.5613339431583881e-03" rms="4.2218250036239624e-01" purity="5.0139957666397095e-01" nType="0">
5497 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7682223916053772e-01" cType="1" res="1.6838129609823227e-02" rms="4.1760593652725220e-01" purity="4.7367662191390991e-01" nType="0">
5498 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2495193406939507e-03" rms="3.9920622110366821e-01" purity="2.7459880709648132e-01" nType="-99"/>
5499 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0417412035167217e-02" rms="4.3372538685798645e-01" purity="6.7047375440597534e-01" nType="-99"/>
5500 </Node>
5501 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.0661689639091492e-01" cType="1" res="-2.8516586869955063e-02" rms="4.3766278028488159e-01" purity="6.0921567678451538e-01" nType="0">
5502 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9586479291319847e-02" rms="4.3480402231216431e-01" purity="5.1209777593612671e-01" nType="-99"/>
5503 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4941138476133347e-03" rms="4.3558660149574280e-01" purity="7.0359671115875244e-01" nType="-99"/>
5504 </Node>
5505 </Node>
5506 </BinaryTree>
5507 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="475">
5508 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6000000000000000e+01" cType="1" res="3.8192595820873976e-03" rms="4.0833675861358643e-01" purity="5.0932908058166504e-01" nType="0">
5509 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.8333333969116211e+01" cType="1" res="-1.2394165387377143e-03" rms="4.0915364027023315e-01" purity="5.0411802530288696e-01" nType="0">
5510 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5162761341780424e-03" rms="3.9963176846504211e-01" purity="4.9041557312011719e-01" nType="-99"/>
5511 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1333247683942318e-03" rms="4.2567920684814453e-01" purity="5.2981835603713989e-01" nType="-99"/>
5512 </Node>
5513 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.0577117800712585e-01" cType="1" res="6.0660392045974731e-02" rms="3.9460971951484680e-01" purity="5.6788307428359985e-01" nType="0">
5514 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7312306687235832e-02" rms="3.8090696930885315e-01" purity="5.6254118680953979e-01" nType="-99"/>
5515 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.4480253281071782e-04" rms="4.1156071424484253e-01" purity="5.7733547687530518e-01" nType="-99"/>
5516 </Node>
5517 </Node>
5518 </BinaryTree>
5519 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="476">
5520 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="3.0293234158307314e-03" rms="4.1363367438316345e-01" purity="5.1025068759918213e-01" nType="0">
5521 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.0285714149475098e+01" cType="1" res="6.6042337566614151e-03" rms="4.1430407762527466e-01" purity="5.1400673389434814e-01" nType="0">
5522 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.0668950900435448e-03" rms="3.8129568099975586e-01" purity="4.4762015342712402e-01" nType="-99"/>
5523 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.6714688651263714e-03" rms="4.2678907513618469e-01" purity="5.4156351089477539e-01" nType="-99"/>
5524 </Node>
5525 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.8668691813945770e-01" cType="1" res="-5.2240826189517975e-02" rms="3.9907258749008179e-01" purity="4.5218077301979065e-01" nType="0">
5526 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0171795040369034e-02" rms="3.6592796444892883e-01" purity="3.4133675694465637e-01" nType="-99"/>
5527 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.4779988974332809e-03" rms="4.2968156933784485e-01" purity="5.6633013486862183e-01" nType="-99"/>
5528 </Node>
5529 </Node>
5530 </BinaryTree>
5531 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="477">
5532 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.8661796450614929e-01" cType="1" res="6.9322464696597308e-05" rms="4.1235625743865967e-01" purity="4.9940979480743408e-01" nType="0">
5533 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.5003191828727722e-01" cType="1" res="1.8943740054965019e-02" rms="4.0443494915962219e-01" purity="3.8897064328193665e-01" nType="0">
5534 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8978215414099395e-04" rms="3.9198768138885498e-01" purity="3.4619739651679993e-01" nType="-99"/>
5535 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9257286563515663e-02" rms="4.3724229931831360e-01" purity="5.2715331315994263e-01" nType="-99"/>
5536 </Node>
5537 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="9.1821688413619995e-01" cType="1" res="-1.0347076691687107e-02" rms="4.1629710793495178e-01" purity="5.6035888195037842e-01" nType="0">
5538 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1518447427079082e-03" rms="4.1538828611373901e-01" purity="5.5699056386947632e-01" nType="-99"/>
5539 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1583341062068939e-02" rms="4.2018756270408630e-01" purity="5.9706729650497437e-01" nType="-99"/>
5540 </Node>
5541 </Node>
5542 </BinaryTree>
5543 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="478">
5544 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="1.2207751162350178e-02" rms="4.1814061999320984e-01" purity="5.0851440429687500e-01" nType="0">
5545 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.2841281741857529e-02" cType="1" res="-2.1284402464516461e-04" rms="4.0930593013763428e-01" purity="4.9249139428138733e-01" nType="0">
5546 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7030606977641582e-03" rms="4.0862196683883667e-01" purity="4.8179683089256287e-01" nType="-99"/>
5547 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0046060904860497e-02" rms="4.1058692336082458e-01" purity="6.3780701160430908e-01" nType="-99"/>
5548 </Node>
5549 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.8773755431175232e-01" cType="1" res="4.3258287012577057e-02" rms="4.3791180849075317e-01" purity="5.4857075214385986e-01" nType="0">
5550 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0261686295270920e-02" rms="4.4230282306671143e-01" purity="3.8846361637115479e-01" nType="-99"/>
5551 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9881823360919952e-03" rms="4.3281176686286926e-01" purity="6.8023192882537842e-01" nType="-99"/>
5552 </Node>
5553 </Node>
5554 </BinaryTree>
5555 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="479">
5556 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.8566505759954453e-02" cType="1" res="1.0956156067550182e-02" rms="4.1819444298744202e-01" purity="5.0894337892532349e-01" nType="0">
5557 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.4195328950881958e+00" cType="1" res="1.9045574590563774e-02" rms="4.1829964518547058e-01" purity="4.9344760179519653e-01" nType="0">
5558 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.8719410337507725e-03" rms="4.1827583312988281e-01" purity="4.8172390460968018e-01" nType="-99"/>
5559 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1515105143189430e-02" rms="4.1387343406677246e-01" purity="6.2378871440887451e-01" nType="-99"/>
5560 </Node>
5561 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7959658503532410e-01" cType="1" res="-2.1232092753052711e-02" rms="4.1622114181518555e-01" purity="5.7060194015502930e-01" nType="0">
5562 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4883830212056637e-02" rms="4.2336335778236389e-01" purity="4.3048375844955444e-01" nType="-99"/>
5563 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2745187636464834e-03" rms="4.0645101666450500e-01" purity="7.0490866899490356e-01" nType="-99"/>
5564 </Node>
5565 </Node>
5566 </BinaryTree>
5567 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="480">
5568 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.0000000000000000e+01" cType="1" res="4.3630301952362061e-03" rms="4.1879093647003174e-01" purity="4.9821940064430237e-01" nType="0">
5569 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.7891783714294434e-01" cType="1" res="1.8554035574197769e-02" rms="4.1588526964187622e-01" purity="5.0637483596801758e-01" nType="0">
5570 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.2194760218262672e-03" rms="4.0598374605178833e-01" purity="4.1917276382446289e-01" nType="-99"/>
5571 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.2635272732004523e-04" rms="4.3106538057327271e-01" purity="6.5138572454452515e-01" nType="-99"/>
5572 </Node>
5573 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.1430654451251030e-02" cType="1" res="-2.4220660328865051e-02" rms="4.2314091324806213e-01" purity="4.8179274797439575e-01" nType="0">
5574 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1622985843569040e-03" rms="4.2500948905944824e-01" purity="4.6538332104682922e-01" nType="-99"/>
5575 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5198872424662113e-02" rms="4.1601169109344482e-01" purity="5.2717709541320801e-01" nType="-99"/>
5576 </Node>
5577 </Node>
5578 </BinaryTree>
5579 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="481">
5580 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="8.4711140394210815e-01" cType="1" res="-1.6964804381132126e-03" rms="4.2267194390296936e-01" purity="4.9395993351936340e-01" nType="0">
5581 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4143452942371368e-01" cType="1" res="6.7298039793968201e-03" rms="4.2719554901123047e-01" purity="4.5114633440971375e-01" nType="0">
5582 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0787456296384335e-02" rms="3.7824165821075439e-01" purity="2.4043796956539154e-01" nType="-99"/>
5583 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8629294354468584e-03" rms="4.5324259996414185e-01" purity="5.7672870159149170e-01" nType="-99"/>
5584 </Node>
5585 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.9880612194538116e-01" cType="1" res="-4.0214687585830688e-02" rms="3.9908596873283386e-01" purity="6.8966913223266602e-01" nType="0">
5586 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0045556128025055e-02" rms="4.4447165727615356e-01" purity="4.3304112553596497e-01" nType="-99"/>
5587 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.7181652411818504e-03" rms="3.7309092283248901e-01" purity="8.1396013498306274e-01" nType="-99"/>
5588 </Node>
5589 </Node>
5590 </BinaryTree>
5591 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="482">
5592 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.1667878627777100e+00" cType="1" res="-4.8719057813286781e-03" rms="4.1971036791801453e-01" purity="4.9177160859107971e-01" nType="0">
5593 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="6.4179259538650513e-01" cType="1" res="-1.1908043175935745e-02" rms="4.1817519068717957e-01" purity="4.6514442563056946e-01" nType="0">
5594 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.9277863949537277e-03" rms="4.1858562827110291e-01" purity="3.7092435359954834e-01" nType="-99"/>
5595 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.8860660754144192e-03" rms="4.1576951742172241e-01" purity="6.7554253339767456e-01" nType="-99"/>
5596 </Node>
5597 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6644041985273361e-02" cType="1" res="5.9334509074687958e-02" rms="4.2815920710563660e-01" purity="7.3475080728530884e-01" nType="0">
5598 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4209054186940193e-02" rms="4.2628216743469238e-01" purity="7.5513797998428345e-01" nType="-99"/>
5599 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3749582469463348e-03" rms="4.2573949694633484e-01" purity="7.0577234029769897e-01" nType="-99"/>
5600 </Node>
5601 </Node>
5602 </BinaryTree>
5603 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="483">
5604 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="-9.8375333473086357e-03" rms="4.0943092107772827e-01" purity="5.0271070003509521e-01" nType="0">
5605 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="5.2380952835083008e+00" cType="1" res="1.6701591084711254e-04" rms="4.0812078118324280e-01" purity="5.0795036554336548e-01" nType="0">
5606 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8148107454180717e-02" rms="3.6217013001441956e-01" purity="3.0124711990356445e-01" nType="-99"/>
5607 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5401289565488696e-03" rms="4.1195470094680786e-01" purity="5.2818703651428223e-01" nType="-99"/>
5608 </Node>
5609 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.0202263593673706e-01" cType="1" res="-3.7739153951406479e-02" rms="4.1178056597709656e-01" purity="4.8809799551963806e-01" nType="0">
5610 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2704237364232540e-02" rms="4.0691959857940674e-01" purity="4.5169132947921753e-01" nType="-99"/>
5611 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3727233745157719e-03" rms="4.3569687008857727e-01" purity="6.9343972206115723e-01" nType="-99"/>
5612 </Node>
5613 </Node>
5614 </BinaryTree>
5615 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="484">
5616 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7625126317143440e-03" cType="1" res="-6.6741295158863068e-03" rms="4.1779389977455139e-01" purity="4.8920911550521851e-01" nType="0">
5617 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.6238094329833984e+01" cType="1" res="-2.8271159157156944e-02" rms="4.1067576408386230e-01" purity="4.5204204320907593e-01" nType="0">
5618 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2012237459421158e-02" rms="3.7882819771766663e-01" purity="3.8449466228485107e-01" nType="-99"/>
5619 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0865049920976162e-03" rms="4.3366378545761108e-01" purity="5.1312738656997681e-01" nType="-99"/>
5620 </Node>
5621 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.8000000000000000e+01" cType="1" res="4.6131205745041370e-03" rms="4.2102566361427307e-01" purity="5.0863367319107056e-01" nType="0">
5622 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3701267093420029e-03" rms="4.2315763235092163e-01" purity="5.1572299003601074e-01" nType="-99"/>
5623 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.7828181460499763e-03" rms="4.0744397044181824e-01" purity="4.7170555591583252e-01" nType="-99"/>
5624 </Node>
5625 </Node>
5626 </BinaryTree>
5627 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="485">
5628 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="-3.8612077478319407e-03" rms="4.1373521089553833e-01" purity="4.9422848224639893e-01" nType="0">
5629 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.3809528350830078e+00" cType="1" res="1.5869129449129105e-02" rms="4.0542992949485779e-01" purity="4.7271412611007690e-01" nType="0">
5630 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8016394246369600e-03" rms="3.7804669141769409e-01" purity="3.8078081607818604e-01" nType="-99"/>
5631 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4296763576567173e-02" rms="4.3323948979377747e-01" purity="5.8149504661560059e-01" nType="-99"/>
5632 </Node>
5633 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.4285746961832047e-02" cType="1" res="-1.4008712954819202e-02" rms="4.1757956147193909e-01" purity="5.0529354810714722e-01" nType="0">
5634 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6290709977038205e-04" rms="4.1328129172325134e-01" purity="4.8314821720123291e-01" nType="-99"/>
5635 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.3061244115233421e-03" rms="4.2372286319732666e-01" purity="5.4165530204772949e-01" nType="-99"/>
5636 </Node>
5637 </Node>
5638 </BinaryTree>
5639 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="486">
5640 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.4421072006225586e-01" cType="1" res="-4.2866622097790241e-03" rms="4.1997951269149780e-01" purity="4.8890528082847595e-01" nType="0">
5641 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.4462286233901978e-01" cType="1" res="2.5807116180658340e-02" rms="4.0951752662658691e-01" purity="3.5500583052635193e-01" nType="0">
5642 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2298146262764931e-02" rms="4.0014091134071350e-01" purity="3.3491593599319458e-01" nType="-99"/>
5643 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2105659581720829e-02" rms="4.5583364367485046e-01" purity="4.8014241456985474e-01" nType="-99"/>
5644 </Node>
5645 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.3053590953350067e-01" cType="1" res="-1.5220230445265770e-02" rms="4.2318689823150635e-01" purity="5.3755319118499756e-01" nType="0">
5646 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4165085740387440e-03" rms="4.1549122333526611e-01" purity="4.7314831614494324e-01" nType="-99"/>
5647 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.6343948021531105e-03" rms="4.3327611684799194e-01" purity="6.2727475166320801e-01" nType="-99"/>
5648 </Node>
5649 </Node>
5650 </BinaryTree>
5651 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="487">
5652 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="4.6843063319101930e-04" rms="4.0826806426048279e-01" purity="5.0509870052337646e-01" nType="0">
5653 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.0957562923431396e-01" cType="1" res="1.1590424925088882e-02" rms="4.0097698569297791e-01" purity="5.1487469673156738e-01" nType="0">
5654 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2877527624368668e-03" rms="4.0277865529060364e-01" purity="4.8354205489158630e-01" nType="-99"/>
5655 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1600333973765373e-02" rms="3.7826681137084961e-01" purity="7.9841399192810059e-01" nType="-99"/>
5656 </Node>
5657 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.1903991699218750e-01" cType="1" res="-1.5110665000975132e-02" rms="4.1776978969573975e-01" purity="4.9140498042106628e-01" nType="0">
5658 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9520334899425507e-03" rms="4.1680401563644409e-01" purity="4.7772327065467834e-01" nType="-99"/>
5659 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3911221176385880e-02" rms="4.2036226391792297e-01" purity="5.5915588140487671e-01" nType="-99"/>
5660 </Node>
5661 </Node>
5662 </BinaryTree>
5663 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="488">
5664 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.2755922377109528e-01" cType="1" res="7.0583606138825417e-03" rms="4.1100820899009705e-01" purity="5.0947123765945435e-01" nType="0">
5665 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.0281752943992615e-01" cType="1" res="-7.7620935626327991e-03" rms="3.9770156145095825e-01" purity="4.0490311384201050e-01" nType="0">
5666 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0121672414243221e-02" rms="3.5656630992889404e-01" purity="1.8252122402191162e-01" nType="-99"/>
5667 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0217997264117002e-03" rms="4.3157309293746948e-01" purity="6.1183482408523560e-01" nType="-99"/>
5668 </Node>
5669 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.3801533505320549e-02" cType="1" res="2.5448862463235855e-02" rms="4.2622816562652588e-01" purity="6.3922840356826782e-01" nType="0">
5670 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2650244645774364e-03" rms="4.2956355214118958e-01" purity="6.0758721828460693e-01" nType="-99"/>
5671 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4020846225321293e-02" rms="4.1833490133285522e-01" purity="6.9728970527648926e-01" nType="-99"/>
5672 </Node>
5673 </Node>
5674 </BinaryTree>
5675 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="489">
5676 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.3333376049995422e-02" cType="1" res="-1.0388271883130074e-02" rms="4.1450563073158264e-01" purity="4.8837909102439880e-01" nType="0">
5677 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.4626587629318237e-01" cType="1" res="-5.4927670862525702e-04" rms="4.1473183035850525e-01" purity="4.8013666272163391e-01" nType="0">
5678 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9861372895538807e-03" rms="4.0378898382186890e-01" purity="4.4326582551002502e-01" nType="-99"/>
5679 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.4898696988821030e-03" rms="4.5230904221534729e-01" purity="6.2152117490768433e-01" nType="-99"/>
5680 </Node>
5681 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.3978846073150635e-01" cType="1" res="-6.3493400812149048e-02" rms="4.0921860933303833e-01" purity="5.3286689519882202e-01" nType="0">
5682 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3280381448566914e-02" rms="4.0287137031555176e-01" purity="5.3275507688522339e-01" nType="-99"/>
5683 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0083192512392998e-02" rms="4.2832264304161072e-01" purity="5.3329116106033325e-01" nType="-99"/>
5684 </Node>
5685 </Node>
5686 </BinaryTree>
5687 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="490">
5688 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0312901735305786e-01" cType="1" res="1.1167949996888638e-02" rms="4.1337370872497559e-01" purity="5.1741880178451538e-01" nType="0">
5689 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.6190426200628281e-02" cType="1" res="3.5870779305696487e-02" rms="4.2367056012153625e-01" purity="4.0782213211059570e-01" nType="0">
5690 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2801604829728603e-03" rms="4.0862753987312317e-01" purity="3.4110289812088013e-01" nType="-99"/>
5691 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5908518582582474e-02" rms="4.5421731472015381e-01" purity="5.8171683549880981e-01" nType="-99"/>
5692 </Node>
5693 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.4911789894104004e-01" cType="1" res="-4.0767248719930649e-03" rms="4.0614023804664612e-01" purity="5.8505338430404663e-01" nType="0">
5694 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.5549650676548481e-03" rms="4.1253420710563660e-01" purity="4.9745154380798340e-01" nType="-99"/>
5695 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6916644573211670e-03" rms="3.9085456728935242e-01" purity="7.7087336778640747e-01" nType="-99"/>
5696 </Node>
5697 </Node>
5698 </BinaryTree>
5699 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="491">
5700 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.3942384719848633e+00" cType="1" res="5.4057999514043331e-03" rms="4.1761621832847595e-01" purity="5.0680416822433472e-01" nType="0">
5701 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3806402459740639e-03" cType="1" res="2.2101793438196182e-03" rms="4.1858530044555664e-01" purity="4.9069550633430481e-01" nType="0">
5702 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.8468994945287704e-03" rms="4.1360861063003540e-01" purity="4.7825494408607483e-01" nType="-99"/>
5703 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0474339146167040e-03" rms="4.1939055919647217e-01" purity="4.9386200308799744e-01" nType="-99"/>
5704 </Node>
5705 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8148543313145638e-02" rms="3.9698228240013123e-01" purity="7.7937662601470947e-01" nType="-99"/>
5706 </Node>
5707 </BinaryTree>
5708 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="492">
5709 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="2.0319867134094238e-01" cType="1" res="-9.0711313532665372e-04" rms="4.0758147835731506e-01" purity="5.0133925676345825e-01" nType="0">
5710 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3546369969844818e-01" cType="1" res="-9.6644638106226921e-03" rms="3.9753520488739014e-01" purity="4.2791801691055298e-01" nType="0">
5711 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8220632597804070e-03" rms="3.8909220695495605e-01" purity="3.9381045103073120e-01" nType="-99"/>
5712 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.6614762395620346e-03" rms="4.3075814843177795e-01" purity="5.7409209012985229e-01" nType="-99"/>
5713 </Node>
5714 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7702640295028687e-03" cType="1" res="2.1300025284290314e-02" rms="4.3121448159217834e-01" purity="6.8752300739288330e-01" nType="0">
5715 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.3430910706520081e-03" rms="4.1908898949623108e-01" purity="6.5576380491256714e-01" nType="-99"/>
5716 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.2292437329888344e-03" rms="4.3378463387489319e-01" purity="6.9737941026687622e-01" nType="-99"/>
5717 </Node>
5718 </Node>
5719 </BinaryTree>
5720 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="493">
5721 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1428376249969006e-03" cType="1" res="-2.5887747760862112e-03" rms="4.1092953085899353e-01" purity="5.0110357999801636e-01" nType="0">
5722 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.1392504870891571e-01" cType="1" res="-2.5779834017157555e-02" rms="3.9733639359474182e-01" purity="4.4570294022560120e-01" nType="0">
5723 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4328793622553349e-02" rms="3.6464771628379822e-01" purity="2.5419303774833679e-01" nType="-99"/>
5724 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.9046648675575852e-04" rms="4.3113881349563599e-01" purity="6.6896700859069824e-01" nType="-99"/>
5725 </Node>
5726 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="8.4895616769790649e-01" cType="1" res="1.5504764392971992e-02" rms="4.2034271359443665e-01" purity="5.4432684183120728e-01" nType="0">
5727 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.2480221278965473e-03" rms="4.2605456709861755e-01" purity="5.1727974414825439e-01" nType="-99"/>
5728 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5426677651703358e-02" rms="3.8176664710044861e-01" purity="6.9051766395568848e-01" nType="-99"/>
5729 </Node>
5730 </Node>
5731 </BinaryTree>
5732 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="494">
5733 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1406196802854538e-03" cType="1" res="-6.5599055960774422e-03" rms="4.1805046796798706e-01" purity="4.8639875650405884e-01" nType="0">
5734 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.8680622577667236e-01" cType="1" res="2.1340819075703621e-02" rms="4.1567546129226685e-01" purity="4.8731464147567749e-01" nType="0">
5735 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8580475375056267e-03" rms="3.9536693692207336e-01" purity="2.9781022667884827e-01" nType="-99"/>
5736 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0243779979646206e-02" rms="4.2372721433639526e-01" purity="5.7378989458084106e-01" nType="-99"/>
5737 </Node>
5738 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="6.5218710899353027e-01" cType="1" res="-3.1808972358703613e-02" rms="4.1858825087547302e-01" purity="4.8556995391845703e-01" nType="0">
5739 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8269098624587059e-03" rms="4.1280090808868408e-01" purity="4.6218222379684448e-01" nType="-99"/>
5740 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5243831798434258e-02" rms="4.3746128678321838e-01" purity="5.8832788467407227e-01" nType="-99"/>
5741 </Node>
5742 </Node>
5743 </BinaryTree>
5744 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="495">
5745 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0290761590003967e-01" cType="1" res="-9.5044393674470484e-05" rms="4.0961071848869324e-01" purity="5.0379258394241333e-01" nType="0">
5746 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.7009133100509644e-01" cType="1" res="-2.2717025130987167e-02" rms="4.0033584833145142e-01" purity="3.4958913922309875e-01" nType="0">
5747 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2879609391093254e-03" rms="3.9462587237358093e-01" purity="3.4681385755538940e-01" nType="-99"/>
5748 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4709649384021759e-02" rms="4.4284933805465698e-01" purity="3.7539616227149963e-01" nType="-99"/>
5749 </Node>
5750 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.5713683813810349e-02" cType="1" res="1.2323009781539440e-02" rms="4.1408878564834595e-01" purity="5.8844071626663208e-01" nType="0">
5751 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3606058200821280e-03" rms="4.1303452849388123e-01" purity="5.7379901409149170e-01" nType="-99"/>
5752 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4684517867863178e-02" rms="4.1761571168899536e-01" purity="6.7655003070831299e-01" nType="-99"/>
5753 </Node>
5754 </Node>
5755 </BinaryTree>
5756 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="496">
5757 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="8.6037995060905814e-04" rms="4.1355502605438232e-01" purity="5.0107753276824951e-01" nType="0">
5758 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.5713650286197662e-02" cType="1" res="1.0401525534689426e-02" rms="4.1212338209152222e-01" purity="5.0541687011718750e-01" nType="0">
5759 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.0170887261629105e-03" rms="4.0836274623870850e-01" purity="5.0345921516418457e-01" nType="-99"/>
5760 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0202915407717228e-02" rms="4.3475884199142456e-01" purity="5.1940310001373291e-01" nType="-99"/>
5761 </Node>
5762 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.0715674757957458e-01" cType="1" res="-2.5979315862059593e-02" rms="4.1638511419296265e-01" purity="4.8887079954147339e-01" nType="0">
5763 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9001195207238197e-02" rms="3.7687912583351135e-01" purity="2.5466543436050415e-01" nType="-99"/>
5764 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4497216325253248e-03" rms="4.4140654802322388e-01" purity="6.6662377119064331e-01" nType="-99"/>
5765 </Node>
5766 </Node>
5767 </BinaryTree>
5768 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="497">
5769 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8499875068664551e+00" cType="1" res="-5.5181462084874511e-04" rms="4.1463524103164673e-01" purity="4.9684450030326843e-01" nType="0">
5770 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7480405569076538e-01" cType="1" res="1.8613932188600302e-03" rms="4.1482949256896973e-01" purity="4.9524199962615967e-01" nType="0">
5771 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0458479672670364e-03" rms="3.8517856597900391e-01" purity="2.5930899381637573e-01" nType="-99"/>
5772 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3590742386877537e-03" rms="4.3234285712242126e-01" purity="6.4608889818191528e-01" nType="-99"/>
5773 </Node>
5774 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4854356423020363e-02" rms="3.9892181754112244e-01" purity="5.5239140987396240e-01" nType="-99"/>
5775 </Node>
5776 </BinaryTree>
5777 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="498">
5778 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4523811340332031e+01" cType="1" res="-1.2376241385936737e-02" rms="4.1617122292518616e-01" purity="4.7717881202697754e-01" nType="0">
5779 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.3523811340332031e+01" cType="1" res="-1.6033552587032318e-02" rms="4.1519835591316223e-01" purity="4.7592726349830627e-01" nType="0">
5780 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4426713827997446e-03" rms="4.1606846451759338e-01" purity="4.7981885075569153e-01" nType="-99"/>
5781 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9773878157138824e-02" rms="3.9837619662284851e-01" purity="4.1932532191276550e-01" nType="-99"/>
5782 </Node>
5783 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7495903894305229e-02" rms="4.3012350797653198e-01" purity="5.1584053039550781e-01" nType="-99"/>
5784 </Node>
5785 </BinaryTree>
5786 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="499">
5787 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.4888627529144287e-01" cType="1" res="1.8091620877385139e-02" rms="4.1251370310783386e-01" purity="5.1790261268615723e-01" nType="0">
5788 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.9747372865676880e-01" cType="1" res="2.6533555239439011e-02" rms="4.0447941422462463e-01" purity="5.0687843561172485e-01" nType="0">
5789 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.0503343120217323e-03" rms="4.0491110086441040e-01" purity="4.8480954766273499e-01" nType="-99"/>
5790 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5479264557361603e-02" rms="3.9170575141906738e-01" purity="7.9861605167388916e-01" nType="-99"/>
5791 </Node>
5792 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.9123052358627319e-01" cType="1" res="-2.1499928086996078e-02" rms="4.4615009427070618e-01" purity="5.6960421800613403e-01" nType="0">
5793 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8585489839315414e-02" rms="4.4841188192367554e-01" purity="3.9284488558769226e-01" nType="-99"/>
5794 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5551772452890873e-03" rms="4.3997675180435181e-01" purity="6.3164985179901123e-01" nType="-99"/>
5795 </Node>
5796 </Node>
5797 </BinaryTree>
5798 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="500">
5799 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="7.9851490259170532e-01" cType="1" res="-4.0496634319424629e-03" rms="4.0736344456672668e-01" purity="5.0221747159957886e-01" nType="0">
5800 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.8690209090709686e-01" cType="1" res="-1.1732266284525394e-02" rms="4.1244798898696899e-01" purity="4.3532830476760864e-01" nType="0">
5801 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.1468772366642952e-03" rms="3.9886471629142761e-01" purity="3.3735734224319458e-01" nType="-99"/>
5802 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7949809338897467e-03" rms="4.3951803445816040e-01" purity="6.5008485317230225e-01" nType="-99"/>
5803 </Node>
5804 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.4666666030883789e+01" cType="1" res="2.3401221260428429e-02" rms="3.8740998506546021e-01" purity="7.4122083187103271e-01" nType="0">
5805 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1260820105671883e-03" rms="3.9362823963165283e-01" purity="7.2577238082885742e-01" nType="-99"/>
5806 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8279729411005974e-02" rms="3.6595243215560913e-01" purity="7.8646481037139893e-01" nType="-99"/>
5807 </Node>
5808 </Node>
5809 </BinaryTree>
5810 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="501">
5811 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.8136281967163086e+00" cType="1" res="2.9654887039214373e-03" rms="4.1005319356918335e-01" purity="5.0565177202224731e-01" nType="0">
5812 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.1339781284332275e-01" cType="1" res="1.0253180516883731e-04" rms="4.1046404838562012e-01" purity="4.9990496039390564e-01" nType="0">
5813 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3499904889613390e-03" rms="4.0938106179237366e-01" purity="4.8940092325210571e-01" nType="-99"/>
5814 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9602393731474876e-02" rms="4.2002388834953308e-01" purity="6.5413546562194824e-01" nType="-99"/>
5815 </Node>
5816 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9882634282112122e-02" rms="3.9266803860664368e-01" purity="6.5083724260330200e-01" nType="-99"/>
5817 </Node>
5818 </BinaryTree>
5819 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="502">
5820 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285713195800781e+01" cType="1" res="1.2920312583446503e-02" rms="4.2388531565666199e-01" purity="5.0297766923904419e-01" nType="0">
5821 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.0952381134033203e+01" cType="1" res="7.5334850698709488e-03" rms="4.2116349935531616e-01" purity="5.0023323297500610e-01" nType="0">
5822 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.6275028297677636e-04" rms="4.1544529795646667e-01" purity="4.8657101392745972e-01" nType="-99"/>
5823 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.9647926613688469e-03" rms="4.3220117688179016e-01" purity="5.2925211191177368e-01" nType="-99"/>
5824 </Node>
5825 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4717345386743546e-02" rms="4.6999654173851013e-01" purity="5.8147305250167847e-01" nType="-99"/>
5826 </Node>
5827 </BinaryTree>
5828 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="503">
5829 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0476027876138687e-02" cType="1" res="-7.3537969728931785e-04" rms="4.1604897379875183e-01" purity="4.9804303050041199e-01" nType="0">
5830 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.0312901735305786e-01" cType="1" res="3.3148291986435652e-03" rms="4.1439133882522583e-01" purity="4.9641641974449158e-01" nType="0">
5831 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7454750165343285e-03" rms="3.9800381660461426e-01" purity="3.3954223990440369e-01" nType="-99"/>
5832 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8431794382631779e-03" rms="4.2268565297126770e-01" purity="5.8199387788772583e-01" nType="-99"/>
5833 </Node>
5834 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.4904762268066406e+01" cType="1" res="-4.6355742961168289e-02" rms="4.3166637420654297e-01" purity="5.1636439561843872e-01" nType="0">
5835 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6709381490945816e-02" rms="4.0740674734115601e-01" purity="4.5041832327842712e-01" nType="-99"/>
5836 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8679056558758020e-03" rms="4.4432821869850159e-01" purity="5.6208389997482300e-01" nType="-99"/>
5837 </Node>
5838 </Node>
5839 </BinaryTree>
5840 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="504">
5841 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="9.3493545055389404e-01" cType="1" res="7.0600733160972595e-03" rms="4.1101834177970886e-01" purity="5.0902336835861206e-01" nType="0">
5842 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.6805899143218994e-01" cType="1" res="1.2191727291792631e-03" rms="4.1203990578651428e-01" purity="4.7170644998550415e-01" nType="0">
5843 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4880995731800795e-03" rms="4.1010138392448425e-01" purity="4.6553614735603333e-01" nType="-99"/>
5844 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6731588169932365e-02" rms="4.3783128261566162e-01" purity="5.7508486509323120e-01" nType="-99"/>
5845 </Node>
5846 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.1555539034307003e-03" cType="1" res="4.4812534004449844e-02" rms="4.0231302380561829e-01" purity="7.5021994113922119e-01" nType="0">
5847 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5610471144318581e-02" rms="3.8418781757354736e-01" purity="7.9889661073684692e-01" nType="-99"/>
5848 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5846589598804712e-03" rms="4.1112920641899109e-01" purity="7.1722173690795898e-01" nType="-99"/>
5849 </Node>
5850 </Node>
5851 </BinaryTree>
5852 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="505">
5853 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7632413916289806e-03" cType="1" res="-5.2691966993734241e-04" rms="4.0942963957786560e-01" purity="5.0296682119369507e-01" nType="0">
5854 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.8431047201156616e-01" cType="1" res="1.9902572035789490e-02" rms="4.1590687632560730e-01" purity="5.0815868377685547e-01" nType="0">
5855 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1674468405544758e-02" rms="4.2243763804435730e-01" purity="4.2515093088150024e-01" nType="-99"/>
5856 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.0248253867030144e-03" rms="4.0036204457283020e-01" purity="6.6270619630813599e-01" nType="-99"/>
5857 </Node>
5858 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1226147413253784e-02" cType="1" res="-1.2600648216903210e-02" rms="4.0506884455680847e-01" purity="4.9989846348762512e-01" nType="0">
5859 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4467142522335052e-02" rms="3.9106804132461548e-01" purity="3.5323321819305420e-01" nType="-99"/>
5860 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2706189560703933e-04" rms="4.0982291102409363e-01" purity="5.5997139215469360e-01" nType="-99"/>
5861 </Node>
5862 </Node>
5863 </BinaryTree>
5864 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="506">
5865 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5230209827423096e-02" cType="1" res="9.0124402195215225e-03" rms="4.1632220149040222e-01" purity="5.0625824928283691e-01" nType="0">
5866 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.4285713195800781e+01" cType="1" res="1.2840243987739086e-02" rms="4.1624766588211060e-01" purity="5.0687092542648315e-01" nType="0">
5867 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9805442318320274e-03" rms="4.1460570693016052e-01" purity="5.0681781768798828e-01" nType="-99"/>
5868 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6342472061514854e-02" rms="4.6208211779594421e-01" purity="5.0865763425827026e-01" nType="-99"/>
5869 </Node>
5870 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2882036864757538e-02" rms="4.0655922889709473e-01" purity="4.9088552594184875e-01" nType="-99"/>
5871 </Node>
5872 </BinaryTree>
5873 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="507">
5874 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="6.7192888259887695e-01" cType="1" res="-2.6724196504801512e-03" rms="4.1194796562194824e-01" purity="4.9876397848129272e-01" nType="0">
5875 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4000000000000000e+01" cType="1" res="-1.6786681488156319e-02" rms="4.1561967134475708e-01" purity="4.0792727470397949e-01" nType="0">
5876 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.3623668178915977e-03" rms="4.0891590714454651e-01" purity="3.8587212562561035e-01" nType="-99"/>
5877 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1022772677242756e-03" rms="4.3151527643203735e-01" purity="4.6875327825546265e-01" nType="-99"/>
5878 </Node>
5879 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.0000000000000000e+01" cType="1" res="3.1249955296516418e-02" rms="4.0095964074134827e-01" purity="7.1708184480667114e-01" nType="0">
5880 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9407399706542492e-03" rms="3.9938351511955261e-01" purity="6.9931995868682861e-01" nType="-99"/>
5881 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7792483791708946e-02" rms="4.0116026997566223e-01" purity="7.4466419219970703e-01" nType="-99"/>
5882 </Node>
5883 </Node>
5884 </BinaryTree>
5885 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="508">
5886 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.2319702804088593e-01" cType="1" res="5.4539935663342476e-03" rms="4.1060385107994080e-01" purity="5.1004880666732788e-01" nType="0">
5887 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.3854567706584930e-01" cType="1" res="-1.2407393194735050e-02" rms="3.9106845855712891e-01" purity="3.9722928404808044e-01" nType="0">
5888 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0288226418197155e-02" rms="3.7044256925582886e-01" purity="3.0392140150070190e-01" nType="-99"/>
5889 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2654170431196690e-03" rms="4.2194077372550964e-01" purity="5.5599737167358398e-01" nType="-99"/>
5890 </Node>
5891 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="2.6138981804251671e-02" rms="4.3120175600051880e-01" purity="6.4070326089859009e-01" nType="0">
5892 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2979938648641109e-02" rms="4.2748624086380005e-01" purity="6.6838490962982178e-01" nType="-99"/>
5893 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7064980929717422e-03" rms="4.3410983681678772e-01" purity="6.0263520479202271e-01" nType="-99"/>
5894 </Node>
5895 </Node>
5896 </BinaryTree>
5897 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="509">
5898 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="1.3027449604123831e-03" rms="4.1084736585617065e-01" purity="5.0365298986434937e-01" nType="0">
5899 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.0873844623565674e-01" cType="1" res="-1.4002142474055290e-02" rms="3.9406052231788635e-01" purity="4.8354548215866089e-01" nType="0">
5900 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2907746247947216e-02" rms="3.4883347153663635e-01" purity="2.0942585170269012e-01" nType="-99"/>
5901 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7240203022956848e-04" rms="4.2139565944671631e-01" purity="6.7066371440887451e-01" nType="-99"/>
5902 </Node>
5903 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.0343171954154968e-01" cType="1" res="2.1120302379131317e-02" rms="4.3080782890319824e-01" purity="5.2968907356262207e-01" nType="0">
5904 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6093166545033455e-02" rms="4.2406919598579407e-01" purity="4.5494070649147034e-01" nType="-99"/>
5905 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.1422069342806935e-04" rms="4.3323194980621338e-01" purity="5.7650566101074219e-01" nType="-99"/>
5906 </Node>
5907 </Node>
5908 </BinaryTree>
5909 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="510">
5910 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="-7.1700829721521586e-05" rms="4.1314405202865601e-01" purity="4.9896910786628723e-01" nType="0">
5911 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.2857143402099609e+01" cType="1" res="7.4812914244830608e-03" rms="4.1222900152206421e-01" purity="5.0098931789398193e-01" nType="0">
5912 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0351850651204586e-03" rms="4.0888887643814087e-01" purity="4.9702733755111694e-01" nType="-99"/>
5913 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7157690599560738e-02" rms="4.5632553100585938e-01" purity="5.6174665689468384e-01" nType="-99"/>
5914 </Node>
5915 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.0390644073486328e-01" cType="1" res="-2.6337184011936188e-02" rms="4.1524216532707214e-01" purity="4.9194374680519104e-01" nType="0">
5916 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5279998071491718e-02" rms="3.8698169589042664e-01" purity="3.5933408141136169e-01" nType="-99"/>
5917 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6780022308230400e-03" rms="4.3017590045928955e-01" purity="5.7003450393676758e-01" nType="-99"/>
5918 </Node>
5919 </Node>
5920 </BinaryTree>
5921 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="511">
5922 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.0946558341383934e-02" cType="1" res="6.9708172231912613e-03" rms="4.1700422763824463e-01" purity="5.0163334608078003e-01" nType="0">
5923 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="1.4327268116176128e-02" rms="4.1456195712089539e-01" purity="4.8983147740364075e-01" nType="0">
5924 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.1435415670275688e-03" rms="4.1418310999870300e-01" purity="4.9011021852493286e-01" nType="-99"/>
5925 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6075653256848454e-03" rms="4.1412213444709778e-01" purity="4.8949405550956726e-01" nType="-99"/>
5926 </Node>
5927 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.6044638752937317e-01" cType="1" res="-2.6600411161780357e-02" rms="4.2636448144912720e-01" purity="5.5549120903015137e-01" nType="0">
5928 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6224771738052368e-02" rms="4.1453886032104492e-01" purity="5.1069122552871704e-01" nType="-99"/>
5929 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6156103461980820e-02" rms="4.4606733322143555e-01" purity="6.8329030275344849e-01" nType="-99"/>
5930 </Node>
5931 </Node>
5932 </BinaryTree>
5933 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="512">
5934 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1488838195800781e+00" cType="1" res="8.6111398413777351e-03" rms="4.1668614745140076e-01" purity="5.0872200727462769e-01" nType="0">
5935 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.9077152013778687e-01" cType="1" res="1.4069257304072380e-02" rms="4.1617742180824280e-01" purity="5.0421291589736938e-01" nType="0">
5936 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0252660140395164e-02" rms="4.0274420380592346e-01" purity="2.9714009165763855e-01" nType="-99"/>
5937 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5745372365927324e-05" rms="4.2554268240928650e-01" purity="6.6116565465927124e-01" nType="-99"/>
5938 </Node>
5939 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5404144376516342e-03" cType="1" res="-6.8343862891197205e-02" rms="4.1624388098716736e-01" purity="5.7229614257812500e-01" nType="0">
5940 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3081136643886566e-02" rms="4.0969699621200562e-01" purity="5.1339095830917358e-01" nType="-99"/>
5941 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0095094330608845e-02" rms="4.1768789291381836e-01" purity="6.1166596412658691e-01" nType="-99"/>
5942 </Node>
5943 </Node>
5944 </BinaryTree>
5945 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="513">
5946 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="-1.2876474298536777e-02" rms="4.1308555006980896e-01" purity="4.9116265773773193e-01" nType="0">
5947 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.3600219488143921e-01" cType="1" res="1.8216812983155251e-02" rms="3.9663711190223694e-01" purity="4.1494449973106384e-01" nType="0">
5948 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7871282994747162e-02" rms="3.7202575802803040e-01" purity="3.2373866438865662e-01" nType="-99"/>
5949 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.9629983045160770e-03" rms="4.2850786447525024e-01" purity="5.5780750513076782e-01" nType="-99"/>
5950 </Node>
5951 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.6952381134033203e+01" cType="1" res="-1.8479499965906143e-02" rms="4.1573321819305420e-01" purity="5.0489717721939087e-01" nType="0">
5952 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.0266908258199692e-03" rms="4.1522243618965149e-01" purity="5.0438201427459717e-01" nType="-99"/>
5953 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1028337329626083e-03" rms="4.1969442367553711e-01" purity="5.1075273752212524e-01" nType="-99"/>
5954 </Node>
5955 </Node>
5956 </BinaryTree>
5957 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="514">
5958 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="-1.1914716102182865e-02" rms="4.1208606958389282e-01" purity="4.8149645328521729e-01" nType="0">
5959 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.1837166547775269e+00" cType="1" res="8.5425013676285744e-03" rms="3.9760404825210571e-01" purity="4.6879258751869202e-01" nType="0">
5960 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.7215589806437492e-03" rms="3.9342749118804932e-01" purity="4.5340391993522644e-01" nType="-99"/>
5961 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2147277370095253e-02" rms="4.1351616382598877e-01" purity="5.7144457101821899e-01" nType="-99"/>
5962 </Node>
5963 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.2452294826507568e-01" cType="1" res="-2.2606827318668365e-02" rms="4.1905909776687622e-01" purity="4.8813623189926147e-01" nType="0">
5964 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.8122677728533745e-04" rms="4.0445518493652344e-01" purity="3.2487601041793823e-01" nType="-99"/>
5965 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1502937413752079e-02" rms="4.3204420804977417e-01" purity="6.4941424131393433e-01" nType="-99"/>
5966 </Node>
5967 </Node>
5968 </BinaryTree>
5969 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="515">
5970 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="1.2856060639023781e-02" rms="4.1506946086883545e-01" purity="5.1739764213562012e-01" nType="0">
5971 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.8095094263553619e-02" cType="1" res="-9.1904830187559128e-03" rms="4.0205627679824829e-01" purity="4.6669480204582214e-01" nType="0">
5972 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.4821466114372015e-05" rms="4.0171310305595398e-01" purity="4.6996772289276123e-01" nType="-99"/>
5973 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6293102651834488e-02" rms="3.9476820826530457e-01" purity="4.3449878692626953e-01" nType="-99"/>
5974 </Node>
5975 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.8094528019428253e-02" cType="1" res="2.5458350777626038e-02" rms="4.2181071639060974e-01" purity="5.4638046026229858e-01" nType="0">
5976 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.0018977597355843e-03" rms="4.2257067561149597e-01" purity="5.2351665496826172e-01" nType="-99"/>
5977 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3072009906172752e-02" rms="4.1090580821037292e-01" purity="6.8866521120071411e-01" nType="-99"/>
5978 </Node>
5979 </Node>
5980 </BinaryTree>
5981 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="516">
5982 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.2981259226799011e-01" cType="1" res="-6.2381746247410774e-03" rms="4.1297823190689087e-01" purity="4.9176883697509766e-01" nType="0">
5983 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.6352449357509613e-02" cType="1" res="5.2614500746130943e-03" rms="4.0171727538108826e-01" purity="4.1590586304664612e-01" nType="0">
5984 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1511317454278469e-02" rms="3.4138691425323486e-01" purity="2.2676064074039459e-01" nType="-99"/>
5985 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2993836104869843e-03" rms="4.1723871231079102e-01" purity="4.7144877910614014e-01" nType="-99"/>
5986 </Node>
5987 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.3142856597900391e+01" cType="1" res="-2.2427771240472794e-02" rms="4.2780676484107971e-01" purity="5.9857153892517090e-01" nType="0">
5988 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1829853057861328e-02" rms="4.2866817116737366e-01" purity="5.7724201679229736e-01" nType="-99"/>
5989 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0129026137292385e-02" rms="4.1907668113708496e-01" purity="6.5569561719894409e-01" nType="-99"/>
5990 </Node>
5991 </Node>
5992 </BinaryTree>
5993 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="517">
5994 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.6758495569229126e-01" cType="1" res="1.9184026867151260e-02" rms="4.0927341580390930e-01" purity="5.2845537662506104e-01" nType="0">
5995 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.1734895706176758e-01" cType="1" res="1.3663959689438343e-02" rms="4.0807953476905823e-01" purity="5.0590336322784424e-01" nType="0">
5996 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1336173675954342e-03" rms="4.0156045556068420e-01" purity="4.8071986436843872e-01" nType="-99"/>
5997 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3321573175489902e-03" rms="4.3300986289978027e-01" purity="6.1140191555023193e-01" nType="-99"/>
5998 </Node>
5999 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="5.3930569440126419e-02" rms="4.1502770781517029e-01" purity="6.7041099071502686e-01" nType="0">
6000 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4836560711264610e-02" rms="4.1716313362121582e-01" purity="7.0284563302993774e-01" nType="-99"/>
6001 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.9326269179582596e-03" rms="4.0920320153236389e-01" purity="6.4012306928634644e-01" nType="-99"/>
6002 </Node>
6003 </Node>
6004 </BinaryTree>
6005 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="518">
6006 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.4286601915955544e-02" cType="1" res="-1.3723229058086872e-03" rms="4.1465798020362854e-01" purity="4.9664872884750366e-01" nType="0">
6007 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.3142856597900391e+01" cType="1" res="1.0191959328949451e-02" rms="4.1194117069244385e-01" purity="4.6639832854270935e-01" nType="0">
6008 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2123868509661406e-04" rms="4.0686050057411194e-01" purity="4.4361340999603271e-01" nType="-99"/>
6009 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0714706033468246e-02" rms="4.2406111955642700e-01" purity="5.2807551622390747e-01" nType="-99"/>
6010 </Node>
6011 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3731009662151337e-01" cType="1" res="-1.9999872893095016e-02" rms="4.1832548379898071e-01" purity="5.4537552595138550e-01" nType="0">
6012 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7116874456405640e-02" rms="3.8203305006027222e-01" purity="2.7162516117095947e-01" nType="-99"/>
6013 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.6469725172501057e-05" rms="4.3417903780937195e-01" purity="6.8365252017974854e-01" nType="-99"/>
6014 </Node>
6015 </Node>
6016 </BinaryTree>
6017 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="519">
6018 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1127676963806152e-01" cType="1" res="7.4977120384573936e-03" rms="4.1769304871559143e-01" purity="5.0474339723587036e-01" nType="0">
6019 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.3987395167350769e-01" cType="1" res="1.6050422564148903e-02" rms="4.1558364033699036e-01" purity="4.7218963503837585e-01" nType="0">
6020 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2124730274081230e-02" rms="2.9933848977088928e-01" purity="1.2432514876127243e-01" nType="-99"/>
6021 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.2001265361905098e-03" rms="4.4024309515953064e-01" purity="5.6314665079116821e-01" nType="-99"/>
6022 </Node>
6023 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.3826374411582947e-01" cType="1" res="-2.3617904633283615e-02" rms="4.2382541298866272e-01" purity="6.2317711114883423e-01" nType="0">
6024 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9204158335924149e-02" rms="4.5331934094429016e-01" purity="4.4254282116889954e-01" nType="-99"/>
6025 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2387292273342609e-03" rms="3.9365178346633911e-01" purity="7.6290720701217651e-01" nType="-99"/>
6026 </Node>
6027 </Node>
6028 </BinaryTree>
6029 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="520">
6030 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4000000000000000e+01" cType="1" res="-3.8737934082746506e-03" rms="4.1552153229713440e-01" purity="4.9519217014312744e-01" nType="0">
6031 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.9047824665904045e-02" cType="1" res="-7.5476816855370998e-03" rms="4.1362202167510986e-01" purity="4.9274966120719910e-01" nType="0">
6032 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9388790503144264e-03" rms="4.0911570191383362e-01" purity="4.5119905471801758e-01" nType="-99"/>
6033 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1854079570621252e-03" rms="4.2212858796119690e-01" purity="5.7868534326553345e-01" nType="-99"/>
6034 </Node>
6035 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4906808510422707e-02" rms="4.5214316248893738e-01" purity="5.5955892801284790e-01" nType="-99"/>
6036 </Node>
6037 </BinaryTree>
6038 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="521">
6039 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.8100696802139282e-01" cType="1" res="4.1969316080212593e-03" rms="4.1756710410118103e-01" purity="5.0473570823669434e-01" nType="0">
6040 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="1.4375519938766956e-02" rms="4.0878072381019592e-01" purity="4.4706225395202637e-01" nType="0">
6041 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2769303284585476e-02" rms="3.8906139135360718e-01" purity="4.2429429292678833e-01" nType="-99"/>
6042 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4013166441582143e-04" rms="4.1773155331611633e-01" purity="4.5851728320121765e-01" nType="-99"/>
6043 </Node>
6044 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="3.9341711997985840e-01" cType="1" res="-2.0923648029565811e-02" rms="4.3748664855957031e-01" purity="6.4707279205322266e-01" nType="0">
6045 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6915131360292435e-02" rms="4.5755237340927124e-01" purity="5.2021116018295288e-01" nType="-99"/>
6046 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.5014523463323712e-04" rms="4.2836597561836243e-01" purity="6.9425618648529053e-01" nType="-99"/>
6047 </Node>
6048 </Node>
6049 </BinaryTree>
6050 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="522">
6051 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.8571430206298828e+01" cType="1" res="1.1440133675932884e-02" rms="4.1562619805335999e-01" purity="5.1604235172271729e-01" nType="0">
6052 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.7409101128578186e-01" cType="1" res="1.6494838520884514e-02" rms="4.1504478454589844e-01" purity="5.2299904823303223e-01" nType="0">
6053 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5117937475442886e-03" rms="4.0410256385803223e-01" purity="4.4214960932731628e-01" nType="-99"/>
6054 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.3147063851356506e-03" rms="4.3593615293502808e-01" purity="6.8680745363235474e-01" nType="-99"/>
6055 </Node>
6056 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7127427980303764e-02" rms="4.1295981407165527e-01" purity="3.6398217082023621e-01" nType="-99"/>
6057 </Node>
6058 </BinaryTree>
6059 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="523">
6060 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.1428743377327919e-02" cType="1" res="5.2685160189867020e-03" rms="4.0715068578720093e-01" purity="5.0992214679718018e-01" nType="0">
6061 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="6.1192773282527924e-03" cType="1" res="-5.6511536240577698e-03" rms="4.0182188153266907e-01" purity="4.6942633390426636e-01" nType="0">
6062 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8097450267523527e-03" rms="4.0937009453773499e-01" purity="4.9563708901405334e-01" nType="-99"/>
6063 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.2370229065418243e-03" rms="3.8929527997970581e-01" purity="4.3076574802398682e-01" nType="-99"/>
6064 </Node>
6065 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.8244046494364738e-02" cType="1" res="3.0228331685066223e-02" rms="4.1800686717033386e-01" purity="6.0248607397079468e-01" nType="0">
6066 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6787985339760780e-02" rms="4.0134319663047791e-01" purity="6.2613528966903687e-01" nType="-99"/>
6067 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4481139630079269e-03" rms="4.2379775643348694e-01" purity="5.9296005964279175e-01" nType="-99"/>
6068 </Node>
6069 </Node>
6070 </BinaryTree>
6071 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="524">
6072 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="-1.7911599949002266e-02" rms="4.1734173893928528e-01" purity="4.7400060296058655e-01" nType="0">
6073 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4946962706744671e-02" rms="3.9224061369895935e-01" purity="3.5015892982482910e-01" nType="-99"/>
6074 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.2848851531744003e-02" cType="1" res="-2.1042706444859505e-02" rms="4.1832634806632996e-01" purity="4.8025709390640259e-01" nType="0">
6075 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0392801426351070e-03" rms="4.1922146081924438e-01" purity="4.6765652298927307e-01" nType="-99"/>
6076 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.4734319932758808e-03" rms="4.0401124954223633e-01" purity="6.3492918014526367e-01" nType="-99"/>
6077 </Node>
6078 </Node>
6079 </BinaryTree>
6080 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="525">
6081 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.1424503996968269e-02" cType="1" res="7.1500679478049278e-03" rms="4.0817055106163025e-01" purity="5.1591742038726807e-01" nType="0">
6082 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.0199724929407239e-03" cType="1" res="1.5408883802592754e-02" rms="4.0695682168006897e-01" purity="4.8943302035331726e-01" nType="0">
6083 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5886440873146057e-02" rms="4.0355151891708374e-01" purity="6.0807019472122192e-01" nType="-99"/>
6084 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2338349372148514e-03" rms="4.0715783834457397e-01" purity="4.6676221489906311e-01" nType="-99"/>
6085 </Node>
6086 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.9591346159577370e-02" cType="1" res="-1.2374412268400192e-02" rms="4.1036522388458252e-01" purity="5.7852876186370850e-01" nType="0">
6087 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7138088122010231e-02" rms="4.0131622552871704e-01" purity="5.0513637065887451e-01" nType="-99"/>
6088 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4963875291869044e-03" rms="4.1214945912361145e-01" purity="6.0525923967361450e-01" nType="-99"/>
6089 </Node>
6090 </Node>
6091 </BinaryTree>
6092 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="526">
6093 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6006876230239868e-01" cType="1" res="-1.3151086866855621e-02" rms="4.1352885961532593e-01" purity="4.8154261708259583e-01" nType="0">
6094 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1022372543811798e-01" cType="1" res="-2.1484738215804100e-02" rms="4.0817779302597046e-01" purity="4.4274052977561951e-01" nType="0">
6095 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7340112244710326e-03" rms="3.7951755523681641e-01" purity="3.0651506781578064e-01" nType="-99"/>
6096 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.8946839570999146e-03" rms="4.2350727319717407e-01" purity="5.2366769313812256e-01" nType="-99"/>
6097 </Node>
6098 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="1.7036177217960358e-02" rms="4.3101131916046143e-01" purity="6.2209665775299072e-01" nType="0">
6099 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1249243551865220e-04" rms="4.2367956042289734e-01" purity="6.1450201272964478e-01" nType="-99"/>
6100 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1693655513226986e-02" rms="4.4070598483085632e-01" purity="6.3412582874298096e-01" nType="-99"/>
6101 </Node>
6102 </Node>
6103 </BinaryTree>
6104 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="527">
6105 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.3326920121908188e-02" cType="1" res="-1.0796149726957083e-03" rms="4.1436696052551270e-01" purity="5.0131797790527344e-01" nType="0">
6106 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.2452294826507568e-01" cType="1" res="-1.0035199113190174e-02" rms="4.1405004262924194e-01" purity="4.7489476203918457e-01" nType="0">
6107 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9130593864247203e-03" rms="3.9626941084861755e-01" purity="3.0185705423355103e-01" nType="-99"/>
6108 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0360121317207813e-03" rms="4.3051242828369141e-01" purity="6.4818096160888672e-01" nType="-99"/>
6109 </Node>
6110 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.9678368717432022e-02" cType="1" res="4.0524456650018692e-02" rms="4.1329917311668396e-01" purity="6.2406992912292480e-01" nType="0">
6111 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2277347743511200e-02" rms="4.1879561543464661e-01" purity="6.7792791128158569e-01" nType="-99"/>
6112 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1914575528353453e-05" rms="4.0414533019065857e-01" purity="5.7674026489257812e-01" nType="-99"/>
6113 </Node>
6114 </Node>
6115 </BinaryTree>
6116 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="528">
6117 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0315837264060974e-01" cType="1" res="-9.2694321647286415e-03" rms="4.0965455770492554e-01" purity="4.8845961689949036e-01" nType="0">
6118 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.6660870984196663e-02" cType="1" res="-3.6906309425830841e-02" rms="3.9776667952537537e-01" purity="3.2270994782447815e-01" nType="0">
6119 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0561536774039268e-02" rms="3.7237322330474854e-01" purity="2.4519331753253937e-01" nType="-99"/>
6120 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6694783009588718e-03" rms="4.3193665146827698e-01" purity="4.4927746057510376e-01" nType="-99"/>
6121 </Node>
6122 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.1127676963806152e-01" cType="1" res="6.2478850595653057e-03" rms="4.1537514328956604e-01" purity="5.8152329921722412e-01" nType="0">
6123 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2382621644064784e-03" rms="4.1815760731697083e-01" purity="5.2947109937667847e-01" nType="-99"/>
6124 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.8413694649934769e-03" rms="4.0580764412879944e-01" purity="7.2964930534362793e-01" nType="-99"/>
6125 </Node>
6126 </Node>
6127 </BinaryTree>
6128 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="529">
6129 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7903034090995789e-01" cType="1" res="-3.3257171162404120e-04" rms="4.1310408711433411e-01" purity="4.9609178304672241e-01" nType="0">
6130 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="3.1898555159568787e-01" cType="1" res="1.1436705477535725e-02" rms="4.0875744819641113e-01" purity="4.2766627669334412e-01" nType="0">
6131 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1227673753164709e-04" rms="4.0781664848327637e-01" purity="3.6652609705924988e-01" nType="-99"/>
6132 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8223704770207405e-02" rms="4.0923354029655457e-01" purity="7.6321792602539062e-01" nType="-99"/>
6133 </Node>
6134 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.1000000000000000e+01" cType="1" res="-2.3619296029210091e-02" rms="4.2060297727584839e-01" purity="6.3147878646850586e-01" nType="0">
6135 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0087987482547760e-03" rms="4.2131426930427551e-01" purity="6.2455314397811890e-01" nType="-99"/>
6136 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2942682020366192e-02" rms="4.0803423523902893e-01" purity="6.8279701471328735e-01" nType="-99"/>
6137 </Node>
6138 </Node>
6139 </BinaryTree>
6140 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="530">
6141 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.8100157380104065e-01" cType="1" res="-2.6830674614757299e-03" rms="4.0644636750221252e-01" purity="4.9832329154014587e-01" nType="0">
6142 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.8060337305068970e-02" cType="1" res="-1.5906373038887978e-02" rms="3.9535039663314819e-01" purity="4.0628758072853088e-01" nType="0">
6143 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1185981351882219e-03" rms="3.9670723676681519e-01" purity="4.0392655134201050e-01" nType="-99"/>
6144 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9336136057972908e-02" rms="3.7642163038253784e-01" purity="4.3087288737297058e-01" nType="-99"/>
6145 </Node>
6146 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="3.9079833030700684e-01" cType="1" res="2.4507701396942139e-02" rms="4.2707592248916626e-01" purity="6.8757402896881104e-01" nType="0">
6147 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2506922725588083e-03" rms="4.5365554094314575e-01" purity="5.7463681697845459e-01" nType="-99"/>
6148 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0047782212495804e-02" rms="4.1666078567504883e-01" purity="7.2670394182205200e-01" nType="-99"/>
6149 </Node>
6150 </Node>
6151 </BinaryTree>
6152 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="531">
6153 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="-2.0960252732038498e-04" rms="4.1066706180572510e-01" purity="4.9621224403381348e-01" nType="0">
6154 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.3989058732986450e-01" cType="1" res="-1.9963998347520828e-02" rms="4.0074849128723145e-01" purity="4.5533537864685059e-01" nType="0">
6155 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.3269476890563965e-03" rms="3.9722031354904175e-01" purity="4.2163726687431335e-01" nType="-99"/>
6156 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2878918088972569e-02" rms="4.2279076576232910e-01" purity="7.3469036817550659e-01" nType="-99"/>
6157 </Node>
6158 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.8010910153388977e-02" cType="1" res="1.9797349348664284e-02" rms="4.1952702403068542e-01" purity="5.3761166334152222e-01" nType="0">
6159 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6831656731665134e-03" rms="4.1857698559761047e-01" purity="5.2998757362365723e-01" nType="-99"/>
6160 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7056842595338821e-03" rms="4.2532908916473389e-01" purity="5.9976446628570557e-01" nType="-99"/>
6161 </Node>
6162 </Node>
6163 </BinaryTree>
6164 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="532">
6165 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="-6.9128250470384955e-04" rms="4.1344690322875977e-01" purity="4.9592098593711853e-01" nType="0">
6166 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1142857551574707e+01" cType="1" res="-2.5063851848244667e-02" rms="4.0585568547248840e-01" purity="4.3022561073303223e-01" nType="0">
6167 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0294860266149044e-03" rms="4.0288224816322327e-01" purity="4.3199911713600159e-01" nType="-99"/>
6168 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8342396244406700e-02" rms="4.1690403223037720e-01" purity="4.2206752300262451e-01" nType="-99"/>
6169 </Node>
6170 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="6.5218710899353027e-01" cType="1" res="1.4668726362287998e-02" rms="4.1742986440658569e-01" purity="5.3732329607009888e-01" nType="0">
6171 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6224477440118790e-03" rms="4.1721576452255249e-01" purity="4.9569043517112732e-01" nType="-99"/>
6172 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4876024797558784e-02" rms="4.1589307785034180e-01" purity="7.3560428619384766e-01" nType="-99"/>
6173 </Node>
6174 </Node>
6175 </BinaryTree>
6176 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="533">
6177 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0476243942975998e-02" cType="1" res="6.5744398161768913e-03" rms="4.1817602515220642e-01" purity="4.9894317984580994e-01" nType="0">
6178 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="-4.0541377529734746e-05" rms="4.1660973429679871e-01" purity="4.8476970195770264e-01" nType="0">
6179 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5528850276023149e-03" rms="4.1376799345016479e-01" purity="4.8159533739089966e-01" nType="-99"/>
6180 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6596042811870575e-03" rms="4.1993349790573120e-01" purity="4.8917484283447266e-01" nType="-99"/>
6181 </Node>
6182 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.9626069068908691e-01" cType="1" res="6.9589570164680481e-02" rms="4.2771357297897339e-01" purity="6.3396179676055908e-01" nType="0">
6183 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8075834512710571e-02" rms="4.3155759572982788e-01" purity="4.8844757676124573e-01" nType="-99"/>
6184 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.8994616419076920e-03" rms="4.2238697409629822e-01" purity="6.9793838262557983e-01" nType="-99"/>
6185 </Node>
6186 </Node>
6187 </BinaryTree>
6188 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="534">
6189 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.6128084659576416e+00" cType="1" res="2.9197542462497950e-03" rms="4.1055300831794739e-01" purity="5.0357848405838013e-01" nType="0">
6190 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0468450635671616e-02" cType="1" res="3.4974195295944810e-04" rms="4.0946987271308899e-01" purity="4.9519142508506775e-01" nType="0">
6191 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0276020038872957e-03" rms="4.0928888320922852e-01" purity="4.8101177811622620e-01" nType="-99"/>
6192 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.8809590563178062e-03" rms="4.0931558609008789e-01" purity="6.2560266256332397e-01" nType="-99"/>
6193 </Node>
6194 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6053207218647003e-02" rms="4.2940726876258850e-01" purity="6.8299537897109985e-01" nType="-99"/>
6195 </Node>
6196 </BinaryTree>
6197 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="535">
6198 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1766185760498047e-01" cType="1" res="4.0289768949151039e-03" rms="4.1300228238105774e-01" purity="5.0027632713317871e-01" nType="0">
6199 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.7429393529891968e-01" cType="1" res="1.1275083757936954e-02" rms="4.1059422492980957e-01" purity="4.6407136321067810e-01" nType="0">
6200 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.7897743321955204e-03" rms="3.3184638619422913e-01" purity="1.6053794324398041e-01" nType="-99"/>
6201 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1619305051863194e-03" rms="4.3771454691886902e-01" purity="5.8634555339813232e-01" nType="-99"/>
6202 </Node>
6203 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.4333333015441895e+01" cType="1" res="-2.1491024643182755e-02" rms="4.2038020491600037e-01" purity="6.2778627872467041e-01" nType="0">
6204 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6828362606465816e-03" rms="4.1258615255355835e-01" purity="6.6186308860778809e-01" nType="-99"/>
6205 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7113156616687775e-02" rms="4.2692101001739502e-01" purity="5.8292841911315918e-01" nType="-99"/>
6206 </Node>
6207 </Node>
6208 </BinaryTree>
6209 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="536">
6210 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0260491371154785e-01" cType="1" res="-3.5467892885208130e-03" rms="4.1501447558403015e-01" purity="4.9402719736099243e-01" nType="0">
6211 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4000000000000000e+01" cType="1" res="1.9766034558415413e-02" rms="4.1065090894699097e-01" purity="3.8732123374938965e-01" nType="0">
6212 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.4123993292450905e-04" rms="3.9719486236572266e-01" purity="3.5796952247619629e-01" nType="-99"/>
6213 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7954286187887192e-02" rms="4.4222173094749451e-01" purity="4.6800512075424194e-01" nType="-99"/>
6214 </Node>
6215 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="-1.7592389136552811e-02" rms="4.1699275374412537e-01" purity="5.5831581354141235e-01" nType="0">
6216 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2533768080174923e-02" rms="4.0648365020751953e-01" purity="5.1071208715438843e-01" nType="-99"/>
6217 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2804851867258549e-03" rms="4.2171987891197205e-01" purity="5.8282339572906494e-01" nType="-99"/>
6218 </Node>
6219 </Node>
6220 </BinaryTree>
6221 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="537">
6222 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.1000000000000000e+01" cType="1" res="1.5772050246596336e-02" rms="4.1268089413642883e-01" purity="5.1862490177154541e-01" nType="0">
6223 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="7.1420194581151009e-03" cType="1" res="2.0438725128769875e-02" rms="4.1460415720939636e-01" purity="5.2318859100341797e-01" nType="0">
6224 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4960845001041889e-03" rms="4.1031026840209961e-01" purity="4.7643667459487915e-01" nType="-99"/>
6225 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.9409109205007553e-03" rms="4.1748520731925964e-01" purity="5.5900228023529053e-01" nType="-99"/>
6226 </Node>
6227 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.4992816448211670e-03" cType="1" res="-2.0877193659543991e-02" rms="3.9534273743629456e-01" purity="4.8278474807739258e-01" nType="0">
6228 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.5762774795293808e-03" rms="3.8850477337837219e-01" purity="5.2389925718307495e-01" nType="-99"/>
6229 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8259141370654106e-02" rms="3.9384570717811584e-01" purity="4.1354861855506897e-01" nType="-99"/>
6230 </Node>
6231 </Node>
6232 </BinaryTree>
6233 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="538">
6234 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4307407438755035e-01" cType="1" res="-2.4616715963929892e-03" rms="4.0860006213188171e-01" purity="5.0012683868408203e-01" nType="0">
6235 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="7.5843423604965210e-02" cType="1" res="-3.1162695959210396e-02" rms="3.5333275794982910e-01" purity="1.9969274103641510e-01" nType="0">
6236 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5360542610287666e-03" rms="3.3932316303253174e-01" purity="1.9473561644554138e-01" nType="-99"/>
6237 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0241735503077507e-02" rms="3.8051208853721619e-01" purity="2.1088951826095581e-01" nType="-99"/>
6238 </Node>
6239 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="1.1193477548658848e-02" rms="4.3175268173217773e-01" purity="6.4306509494781494e-01" nType="0">
6240 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5074281021952629e-02" rms="4.3494319915771484e-01" purity="6.2219429016113281e-01" nType="-99"/>
6241 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4729169672355056e-04" rms="4.3009480834007263e-01" purity="6.4830797910690308e-01" nType="-99"/>
6242 </Node>
6243 </Node>
6244 </BinaryTree>
6245 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="539">
6246 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.7453759908676147e-01" cType="1" res="-1.6919257119297981e-02" rms="4.0615355968475342e-01" purity="4.8153984546661377e-01" nType="0">
6247 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.9510396718978882e-01" cType="1" res="-1.0051254183053970e-02" rms="4.0432626008987427e-01" purity="4.7453829646110535e-01" nType="0">
6248 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4154329225420952e-03" rms="4.0341183543205261e-01" purity="4.5022290945053101e-01" nType="-99"/>
6249 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.0489760041236877e-03" rms="4.0969699621200562e-01" purity="6.9379347562789917e-01" nType="-99"/>
6250 </Node>
6251 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="7.2431081533432007e-01" cType="1" res="-7.3135465383529663e-02" rms="4.1657724976539612e-01" purity="5.3884953260421753e-01" nType="0">
6252 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4089203923940659e-02" rms="4.0781781077384949e-01" purity="3.5780557990074158e-01" nType="-99"/>
6253 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.2003362216055393e-03" rms="4.1733509302139282e-01" purity="7.1024197340011597e-01" nType="-99"/>
6254 </Node>
6255 </Node>
6256 </BinaryTree>
6257 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="540">
6258 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7590639591217041e-01" cType="1" res="-4.9560307525098324e-03" rms="4.0243455767631531e-01" purity="4.9920725822448730e-01" nType="0">
6259 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="-1.5827065333724022e-02" rms="4.0295910835266113e-01" purity="3.9739733934402466e-01" nType="0">
6260 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9680065345019102e-03" rms="4.0371868014335632e-01" purity="4.0380018949508667e-01" nType="-99"/>
6261 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7067374438047409e-02" rms="3.8272252678871155e-01" purity="3.0099010467529297e-01" nType="-99"/>
6262 </Node>
6263 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.4071680009365082e-01" cType="1" res="1.4514983631670475e-02" rms="4.0075692534446716e-01" purity="6.8155801296234131e-01" nType="0">
6264 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1812759563326836e-02" rms="4.3501093983650208e-01" purity="4.4866487383842468e-01" nType="-99"/>
6265 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.6015923726372421e-04" rms="3.8578587770462036e-01" purity="7.7240562438964844e-01" nType="-99"/>
6266 </Node>
6267 </Node>
6268 </BinaryTree>
6269 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="541">
6270 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="7.1742031723260880e-03" rms="4.0858116745948792e-01" purity="5.0862950086593628e-01" nType="0">
6271 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.6238094329833984e+01" cType="1" res="-2.7095565572381020e-02" rms="4.0759909152984619e-01" purity="4.6694466471672058e-01" nType="0">
6272 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.4778543310239911e-04" rms="4.0728664398193359e-01" purity="4.7873637080192566e-01" nType="-99"/>
6273 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6864856705069542e-02" rms="4.0510535240173340e-01" purity="4.5249062776565552e-01" nType="-99"/>
6274 </Node>
6275 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.1840047389268875e-03" cType="1" res="1.5233477577567101e-02" rms="4.0839433670043945e-01" purity="5.1843261718750000e-01" nType="0">
6276 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.5939449965953827e-03" rms="4.0841680765151978e-01" purity="4.5791459083557129e-01" nType="-99"/>
6277 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2992208357900381e-03" rms="4.0802061557769775e-01" purity="5.5605745315551758e-01" nType="-99"/>
6278 </Node>
6279 </Node>
6280 </BinaryTree>
6281 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="542">
6282 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4274823665618896e+00" cType="1" res="-6.3386610709130764e-03" rms="4.1056716442108154e-01" purity="4.8742583394050598e-01" nType="0">
6283 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.1753540039062500e-01" cType="1" res="-1.1097477981820703e-03" rms="4.0881487727165222e-01" purity="4.7808641195297241e-01" nType="0">
6284 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5127560365945101e-03" rms="4.0579009056091309e-01" purity="4.5078721642494202e-01" nType="-99"/>
6285 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3103949837386608e-02" rms="4.2584708333015442e-01" purity="6.7231559753417969e-01" nType="-99"/>
6286 </Node>
6287 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="-5.9015247970819473e-02" rms="4.2423969507217407e-01" purity="5.8151227235794067e-01" nType="0">
6288 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.2294946983456612e-03" rms="4.3127548694610596e-01" purity="6.3025391101837158e-01" nType="-99"/>
6289 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2351096868515015e-02" rms="3.9075836539268494e-01" purity="4.5837345719337463e-01" nType="-99"/>
6290 </Node>
6291 </Node>
6292 </BinaryTree>
6293 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="543">
6294 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.6663860529661179e-02" cType="1" res="6.5415436401963234e-03" rms="4.1467982530593872e-01" purity="5.0396341085433960e-01" nType="0">
6295 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.8000000000000000e+01" cType="1" res="2.0443260669708252e-02" rms="4.1295522451400757e-01" purity="4.7827976942062378e-01" nType="0">
6296 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0202351044863462e-03" rms="4.0800097584724426e-01" purity="4.6587958931922913e-01" nType="-99"/>
6297 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9108049571514130e-02" rms="4.3206924200057983e-01" purity="5.3557795286178589e-01" nType="-99"/>
6298 </Node>
6299 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="8.0226093530654907e-01" cType="1" res="-1.9196683540940285e-02" rms="4.1663143038749695e-01" purity="5.5151528120040894e-01" nType="0">
6300 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.6606798470020294e-03" rms="4.3044409155845642e-01" purity="4.7361057996749878e-01" nType="-99"/>
6301 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0986587032675743e-02" rms="3.6635127663612366e-01" purity="7.8801852464675903e-01" nType="-99"/>
6302 </Node>
6303 </Node>
6304 </BinaryTree>
6305 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="544">
6306 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.1430632099509239e-02" cType="1" res="4.6174954622983932e-03" rms="4.1262578964233398e-01" purity="5.0008225440979004e-01" nType="0">
6307 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.0440446678549051e-03" cType="1" res="1.5385725535452366e-02" rms="4.1186803579330444e-01" purity="4.8019716143608093e-01" nType="0">
6308 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.7601925693452358e-03" rms="4.0937682986259460e-01" purity="4.8658725619316101e-01" nType="-99"/>
6309 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.0240787938237190e-03" rms="4.1188499331474304e-01" purity="4.7821322083473206e-01" nType="-99"/>
6310 </Node>
6311 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.6043966412544250e-01" cType="1" res="-2.2433981299400330e-02" rms="4.1328734159469604e-01" purity="5.5003660917282104e-01" nType="0">
6312 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4065554141998291e-02" rms="3.4637725353240967e-01" purity="2.0041893422603607e-01" nType="-99"/>
6313 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7466207500547171e-03" rms="4.2988002300262451e-01" purity="6.5370422601699829e-01" nType="-99"/>
6314 </Node>
6315 </Node>
6316 </BinaryTree>
6317 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="545">
6318 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4369980394840240e-01" cType="1" res="-2.5632479228079319e-03" rms="4.0133950114250183e-01" purity="5.0628793239593506e-01" nType="0">
6319 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.5335206687450409e-01" cType="1" res="-3.0522203072905540e-02" rms="3.4606039524078369e-01" purity="2.0152010023593903e-01" nType="0">
6320 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0421348288655281e-02" rms="2.5557160377502441e-01" purity="8.1279233098030090e-02" nType="-99"/>
6321 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4038887824863195e-03" rms="4.2242163419723511e-01" purity="3.3872428536415100e-01" nType="-99"/>
6322 </Node>
6323 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3725249767303467e+00" cType="1" res="1.0549494065344334e-02" rms="4.2416018247604370e-01" purity="6.4922392368316650e-01" nType="0">
6324 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.5991046354174614e-03" rms="4.2691111564636230e-01" purity="6.5322369337081909e-01" nType="-99"/>
6325 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.7424069643020630e-03" rms="4.0568882226943970e-01" purity="6.2646198272705078e-01" nType="-99"/>
6326 </Node>
6327 </Node>
6328 </BinaryTree>
6329 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="546">
6330 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1778970956802368e-01" cType="1" res="1.0070413351058960e-02" rms="4.1571319103240967e-01" purity="5.0138866901397705e-01" nType="0">
6331 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.9627677798271179e-01" cType="1" res="-2.1075960248708725e-03" rms="4.0941584110260010e-01" purity="4.4665953516960144e-01" nType="0">
6332 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0307793747633696e-03" rms="4.0027874708175659e-01" purity="4.3126353621482849e-01" nType="-99"/>
6333 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1755205690860748e-02" rms="4.5051094889640808e-01" purity="5.2528232336044312e-01" nType="-99"/>
6334 </Node>
6335 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.7375661134719849e-01" cType="1" res="4.7332130372524261e-02" rms="4.3228939175605774e-01" purity="6.6884654760360718e-01" nType="0">
6336 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5923186689615250e-02" rms="4.2928749322891235e-01" purity="5.9186500310897827e-01" nType="-99"/>
6337 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1552339941263199e-03" rms="4.3042850494384766e-01" purity="6.8568825721740723e-01" nType="-99"/>
6338 </Node>
6339 </Node>
6340 </BinaryTree>
6341 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="547">
6342 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6006876230239868e-01" cType="1" res="-7.1642948314547539e-03" rms="4.0803208947181702e-01" purity="4.9309211969375610e-01" nType="0">
6343 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.1218190193176270e+00" cType="1" res="-1.3717942871153355e-02" rms="4.0333575010299683e-01" purity="4.5838096737861633e-01" nType="0">
6344 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.7688537053763866e-03" rms="4.0584346652030945e-01" purity="4.2390871047973633e-01" nType="-99"/>
6345 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3095944188535213e-02" rms="3.7583035230636597e-01" purity="7.6519769430160522e-01" nType="-99"/>
6346 </Node>
6347 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.7555485963821411e-01" cType="1" res="1.8025971949100494e-02" rms="4.2466089129447937e-01" purity="6.2651139497756958e-01" nType="0">
6348 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1564381420612335e-02" rms="4.1813266277313232e-01" purity="6.6144531965255737e-01" nType="-99"/>
6349 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0144041888415813e-03" rms="4.3072575330734253e-01" purity="5.7864511013031006e-01" nType="-99"/>
6350 </Node>
6351 </Node>
6352 </BinaryTree>
6353 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="548">
6354 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="2.4184950161725283e-03" rms="4.0622106194496155e-01" purity="5.0433075428009033e-01" nType="0">
6355 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.8631526231765747e-01" cType="1" res="-5.4236390860751271e-04" rms="4.0446776151657104e-01" purity="5.0352960824966431e-01" nType="0">
6356 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5289994925260544e-03" rms="3.9831677079200745e-01" purity="3.9233887195587158e-01" nType="-99"/>
6357 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2346216030418873e-03" rms="4.0738636255264282e-01" purity="5.6439924240112305e-01" nType="-99"/>
6358 </Node>
6359 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7506180331110954e-02" rms="4.3610611557960510e-01" purity="5.2067744731903076e-01" nType="-99"/>
6360 </Node>
6361 </BinaryTree>
6362 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="549">
6363 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.4026201963424683e-01" cType="1" res="1.9072076305747032e-02" rms="4.1342809796333313e-01" purity="5.1570487022399902e-01" nType="0">
6364 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7307772636413574e-01" cType="1" res="2.6632968336343765e-02" rms="4.0983664989471436e-01" purity="5.0115674734115601e-01" nType="0">
6365 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0684581249952316e-03" rms="3.8558769226074219e-01" purity="2.7702203392982483e-01" nType="-99"/>
6366 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0962933301925659e-02" rms="4.2728412151336670e-01" purity="6.7767769098281860e-01" nType="-99"/>
6367 </Node>
6368 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5323603600263596e-03" cType="1" res="-2.6075655594468117e-02" rms="4.3150696158409119e-01" purity="6.0257476568222046e-01" nType="0">
6369 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1235177293419838e-02" rms="4.1943100094795227e-01" purity="5.4363512992858887e-01" nType="-99"/>
6370 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.3793461564928293e-04" rms="4.3589276075363159e-01" purity="6.3785797357559204e-01" nType="-99"/>
6371 </Node>
6372 </Node>
6373 </BinaryTree>
6374 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="550">
6375 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.6026697158813477e+00" cType="1" res="5.7168765924870968e-03" rms="4.1187417507171631e-01" purity="5.0738394260406494e-01" nType="0">
6376 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.0304965376853943e-01" cType="1" res="2.1370186004787683e-03" rms="4.1042917966842651e-01" purity="5.0186288356781006e-01" nType="0">
6377 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.2713317349553108e-03" rms="3.9274495840072632e-01" purity="3.3988887071609497e-01" nType="-99"/>
6378 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7020688652992249e-03" rms="4.1899278759956360e-01" purity="5.8961224555969238e-01" nType="-99"/>
6379 </Node>
6380 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2310202941298485e-02" rms="4.3601906299591064e-01" purity="6.3643354177474976e-01" nType="-99"/>
6381 </Node>
6382 </BinaryTree>
6383 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="551">
6384 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.1218190193176270e+00" cType="1" res="5.1070307381451130e-03" rms="4.1812437772750854e-01" purity="4.9665066599845886e-01" nType="0">
6385 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.1000000000000000e+01" cType="1" res="1.1557050049304962e-02" rms="4.1944184899330139e-01" purity="4.8143124580383301e-01" nType="0">
6386 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3153727203607559e-03" rms="4.2413848638534546e-01" purity="4.8747986555099487e-01" nType="-99"/>
6387 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2097137980163097e-02" rms="3.7848031520843506e-01" purity="4.3664762377738953e-01" nType="-99"/>
6388 </Node>
6389 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.0965751074254513e-03" cType="1" res="-6.6668972373008728e-02" rms="3.9614868164062500e-01" purity="6.6601324081420898e-01" nType="0">
6390 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8434203937649727e-02" rms="4.1571736335754395e-01" purity="6.5286451578140259e-01" nType="-99"/>
6391 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6602389514446259e-02" rms="3.7798187136650085e-01" purity="6.7719691991806030e-01" nType="-99"/>
6392 </Node>
6393 </Node>
6394 </BinaryTree>
6395 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="552">
6396 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.7412090301513672e-01" cType="1" res="7.0794955827295780e-03" rms="4.1508743166923523e-01" purity="5.0183558464050293e-01" nType="0">
6397 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.7784154415130615e-01" cType="1" res="-9.4556185649707913e-04" rms="4.1192474961280823e-01" purity="4.7611349821090698e-01" nType="0">
6398 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.2067968323826790e-03" rms="3.9035335183143616e-01" purity="2.7624827623367310e-01" nType="-99"/>
6399 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5391541682183743e-03" rms="4.2676037549972534e-01" purity="6.3016599416732788e-01" nType="-99"/>
6400 </Node>
6401 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6666295006871223e-02" cType="1" res="5.4189182817935944e-02" rms="4.3017956614494324e-01" purity="6.5283280611038208e-01" nType="0">
6402 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4151438847184181e-02" rms="4.2514941096305847e-01" purity="6.6660261154174805e-01" nType="-99"/>
6403 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4115863963961601e-03" rms="4.2978876829147339e-01" purity="6.3053619861602783e-01" nType="-99"/>
6404 </Node>
6405 </Node>
6406 </BinaryTree>
6407 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="553">
6408 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="6.0956114530563354e-01" cType="1" res="-8.1071928143501282e-03" rms="4.1317367553710938e-01" purity="4.8547694087028503e-01" nType="0">
6409 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.6664816066622734e-02" cType="1" res="-4.8839566297829151e-03" rms="4.1165000200271606e-01" purity="4.7467553615570068e-01" nType="0">
6410 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8859119415283203e-03" rms="4.0806347131729126e-01" purity="4.2223253846168518e-01" nType="-99"/>
6411 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2527467012405396e-03" rms="4.1701236367225647e-01" purity="5.6552243232727051e-01" nType="-99"/>
6412 </Node>
6413 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5466640703380108e-02" rms="4.3255352973937988e-01" purity="6.4786761999130249e-01" nType="-99"/>
6414 </Node>
6415 </BinaryTree>
6416 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="554">
6417 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4177670478820801e-01" cType="1" res="1.1676418595016003e-02" rms="4.1673636436462402e-01" purity="5.0988304615020752e-01" nType="0">
6418 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.5650409758090973e-02" cType="1" res="3.5184681415557861e-02" rms="3.9862439036369324e-01" purity="2.5975725054740906e-01" nType="0">
6419 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.3840705230832100e-03" rms="3.9078032970428467e-01" purity="2.4900808930397034e-01" nType="-99"/>
6420 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7176832556724548e-02" rms="4.6246784925460815e-01" purity="3.6983060836791992e-01" nType="-99"/>
6421 </Node>
6422 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="-4.9768295139074326e-04" rms="4.2530286312103271e-01" purity="6.3941437005996704e-01" nType="0">
6423 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.1246324330568314e-03" rms="4.2207810282707214e-01" purity="6.1468344926834106e-01" nType="-99"/>
6424 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9959506615996361e-03" rms="4.2741656303405762e-01" purity="6.6582989692687988e-01" nType="-99"/>
6425 </Node>
6426 </Node>
6427 </BinaryTree>
6428 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="555">
6429 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.6666387319564819e+00" cType="1" res="-1.7238146392628551e-03" rms="4.1136217117309570e-01" purity="4.9395465850830078e-01" nType="0">
6430 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.3017112016677856e-01" cType="1" res="-8.5028251633048058e-03" rms="4.1233032941818237e-01" purity="4.7129032015800476e-01" nType="0">
6431 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5126233706250787e-04" rms="4.0809023380279541e-01" purity="4.7386857867240906e-01" nType="-99"/>
6432 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1722150743007660e-02" rms="4.6117120981216431e-01" purity="4.2777907848358154e-01" nType="-99"/>
6433 </Node>
6434 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.4980767965316772e-01" cType="1" res="6.2938362360000610e-02" rms="3.9622288942337036e-01" purity="7.1014052629470825e-01" nType="0">
6435 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3130806162953377e-02" rms="4.0635368227958679e-01" purity="6.3145565986633301e-01" nType="-99"/>
6436 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2479685246944427e-02" rms="3.8791540265083313e-01" purity="7.6295781135559082e-01" nType="-99"/>
6437 </Node>
6438 </Node>
6439 </BinaryTree>
6440 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="556">
6441 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7619392871856689e-01" cType="1" res="1.3009338872507215e-03" rms="4.1353154182434082e-01" purity="4.9646407365798950e-01" nType="0">
6442 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="1.2276043184101582e-02" rms="4.1888061165809631e-01" purity="4.1230392456054688e-01" nType="0">
6443 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0113220661878586e-02" rms="4.0856572985649109e-01" purity="4.0623190999031067e-01" nType="-99"/>
6444 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1202596360817552e-03" rms="4.2570415139198303e-01" purity="4.1685256361961365e-01" nType="-99"/>
6445 </Node>
6446 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.0378118753433228e-01" cType="1" res="-2.0164482295513153e-02" rms="4.0199926495552063e-01" purity="6.6106683015823364e-01" nType="0">
6447 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3799332082271576e-02" rms="4.2180764675140381e-01" purity="5.2776497602462769e-01" nType="-99"/>
6448 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2099624513648450e-04" rms="3.8440245389938354e-01" purity="7.6576721668243408e-01" nType="-99"/>
6449 </Node>
6450 </Node>
6451 </BinaryTree>
6452 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="557">
6453 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.3640205264091492e-01" cType="1" res="1.1338256299495697e-02" rms="4.1777831315994263e-01" purity="5.0715315341949463e-01" nType="0">
6454 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.2462177574634552e-02" cType="1" res="2.1760124713182449e-02" rms="4.1665738821029663e-01" purity="4.9022346735000610e-01" nType="0">
6455 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4140631556510925e-02" rms="3.8386240601539612e-01" purity="3.1534722447395325e-01" nType="-99"/>
6456 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.3738805688917637e-03" rms="4.1952419281005859e-01" purity="5.0879788398742676e-01" nType="-99"/>
6457 </Node>
6458 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.7095427513122559e-01" cType="1" res="-3.4623231738805771e-02" rms="4.1960945725440979e-01" purity="5.8181482553482056e-01" nType="0">
6459 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0326034873723984e-02" rms="4.1210749745368958e-01" purity="4.3409502506256104e-01" nType="-99"/>
6460 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5055047192145139e-05" rms="4.1737636923789978e-01" purity="6.3878160715103149e-01" nType="-99"/>
6461 </Node>
6462 </Node>
6463 </BinaryTree>
6464 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="558">
6465 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3813559673726559e-03" cType="1" res="6.9070473546162248e-04" rms="4.1015374660491943e-01" purity="5.0552445650100708e-01" nType="0">
6466 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.2761904716491699e+01" cType="1" res="3.5258959978818893e-02" rms="4.1102024912834167e-01" purity="5.6391102075576782e-01" nType="0">
6467 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0575506910681725e-03" rms="3.8394019007682800e-01" purity="4.9552300572395325e-01" nType="-99"/>
6468 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7914894968271255e-02" rms="4.2035195231437683e-01" purity="5.9846043586730957e-01" nType="-99"/>
6469 </Node>
6470 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.4126780927181244e-02" cType="1" res="-9.6157575026154518e-03" rms="4.0933048725128174e-01" purity="4.8811662197113037e-01" nType="0">
6471 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6624513925053179e-04" rms="4.0728899836540222e-01" purity="4.7727286815643311e-01" nType="-99"/>
6472 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2095670215785503e-02" rms="4.1649493575096130e-01" purity="5.3691172599792480e-01" nType="-99"/>
6473 </Node>
6474 </Node>
6475 </BinaryTree>
6476 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="559">
6477 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.9063055515289307e-01" cType="1" res="-2.3931092582643032e-03" rms="4.1402086615562439e-01" purity="4.9100807309150696e-01" nType="0">
6478 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3140642642974854e-01" cType="1" res="-8.8926339522004128e-03" rms="4.1218385100364685e-01" purity="4.6727985143661499e-01" nType="0">
6479 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6296873218379915e-04" rms="4.0337887406349182e-01" purity="3.9634588360786438e-01" nType="-99"/>
6480 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0022144354879856e-03" rms="4.2804226279258728e-01" purity="6.0384863615036011e-01" nType="-99"/>
6481 </Node>
6482 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.1000000000000000e+01" cType="1" res="4.0423367172479630e-02" rms="4.2343828082084656e-01" purity="6.4732104539871216e-01" nType="0">
6483 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7029104754328728e-02" rms="4.1614359617233276e-01" purity="6.9446158409118652e-01" nType="-99"/>
6484 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0526345111429691e-02" rms="4.3726855516433716e-01" purity="4.8844757676124573e-01" nType="-99"/>
6485 </Node>
6486 </Node>
6487 </BinaryTree>
6488 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="560">
6489 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7611068002879620e-03" cType="1" res="-4.1631930507719517e-03" rms="4.0469759702682495e-01" purity="5.0036531686782837e-01" nType="0">
6490 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0805358439683914e-03" cType="1" res="2.0376976579427719e-02" rms="4.0950340032577515e-01" purity="5.1301372051239014e-01" nType="0">
6491 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1021749600768089e-03" rms="4.0215113759040833e-01" purity="5.1487749814987183e-01" nType="-99"/>
6492 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6020674034953117e-02" rms="4.5298898220062256e-01" purity="4.9954682588577271e-01" nType="-99"/>
6493 </Node>
6494 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.1859860420227051e-01" cType="1" res="-1.8689509481191635e-02" rms="4.0111902356147766e-01" purity="4.9287819862365723e-01" nType="0">
6495 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9825439974665642e-03" rms="3.9366531372070312e-01" purity="4.2349433898925781e-01" nType="-99"/>
6496 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.4963370785117149e-03" rms="4.1679975390434265e-01" purity="6.6872441768646240e-01" nType="-99"/>
6497 </Node>
6498 </Node>
6499 </BinaryTree>
6500 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="561">
6501 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6000000000000000e+01" cType="1" res="-2.3749871179461479e-03" rms="4.0841329097747803e-01" purity="5.0296252965927124e-01" nType="0">
6502 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.3333333969116211e+01" cType="1" res="-6.2077147886157036e-03" rms="4.0877619385719299e-01" purity="5.0072383880615234e-01" nType="0">
6503 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.3350716633722186e-04" rms="4.0617766976356506e-01" purity="5.0521111488342285e-01" nType="-99"/>
6504 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3363475911319256e-02" rms="4.1776347160339355e-01" purity="4.8012807965278625e-01" nType="-99"/>
6505 </Node>
6506 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6652546823024750e-02" cType="1" res="4.0612820535898209e-02" rms="4.0182411670684814e-01" purity="5.2807134389877319e-01" nType="0">
6507 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.9005219265818596e-03" rms="3.8452997803688049e-01" purity="4.2782774567604065e-01" nType="-99"/>
6508 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2174568623304367e-02" rms="4.0793007612228394e-01" purity="6.5939843654632568e-01" nType="-99"/>
6509 </Node>
6510 </Node>
6511 </BinaryTree>
6512 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="562">
6513 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="9.5238918438553810e-03" cType="1" res="-9.6334451809525490e-03" rms="4.0897104144096375e-01" purity="4.8783886432647705e-01" nType="0">
6514 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.0492080450057983e+00" cType="1" res="-2.7502926066517830e-02" rms="4.0158283710479736e-01" purity="4.2687040567398071e-01" nType="0">
6515 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0739662684500217e-02" rms="4.0111416578292847e-01" purity="3.7995794415473938e-01" nType="-99"/>
6516 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2102928012609482e-02" rms="3.9858093857765198e-01" purity="7.5274866819381714e-01" nType="-99"/>
6517 </Node>
6518 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.7512297630310059e-01" cType="1" res="8.3106858655810356e-03" rms="4.1548553109169006e-01" purity="5.4906201362609863e-01" nType="0">
6519 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.5732911676168442e-03" rms="4.1343447566032410e-01" purity="5.4492437839508057e-01" nType="-99"/>
6520 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2778089381754398e-02" rms="4.2472940683364868e-01" purity="5.7689851522445679e-01" nType="-99"/>
6521 </Node>
6522 </Node>
6523 </BinaryTree>
6524 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="563">
6525 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1467381715774536e-01" cType="1" res="-1.0395580902695656e-02" rms="4.0863472223281860e-01" purity="4.8731335997581482e-01" nType="0">
6526 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.3634235858917236e-01" cType="1" res="-2.0135555416345596e-02" rms="4.0219756960868835e-01" purity="4.3186613917350769e-01" nType="0">
6527 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.5914915390312672e-03" rms="3.9850354194641113e-01" purity="4.3592593073844910e-01" nType="-99"/>
6528 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2806601375341415e-02" rms="4.7084206342697144e-01" purity="3.3019497990608215e-01" nType="-99"/>
6529 </Node>
6530 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="9.3804168701171875e-01" cType="1" res="1.9851801916956902e-02" rms="4.2659318447113037e-01" purity="6.5950405597686768e-01" nType="0">
6531 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1165805160999298e-02" rms="4.3299666047096252e-01" purity="6.2903237342834473e-01" nType="-99"/>
6532 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7376292962580919e-03" rms="4.1765961050987244e-01" purity="6.9414907693862915e-01" nType="-99"/>
6533 </Node>
6534 </Node>
6535 </BinaryTree>
6536 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="564">
6537 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3495733737945557e-01" cType="1" res="1.1397094465792179e-02" rms="4.1875705122947693e-01" purity="4.9987477064132690e-01" nType="0">
6538 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.0238094329833984e+01" cType="1" res="2.8962625190615654e-02" rms="4.0912702679634094e-01" purity="3.2567802071571350e-01" nType="0">
6539 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.3670763261616230e-03" rms="3.9313083887100220e-01" purity="2.8552931547164917e-01" nType="-99"/>
6540 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5675811097025871e-02" rms="4.3430665135383606e-01" purity="3.9568987488746643e-01" nType="-99"/>
6541 </Node>
6542 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="8.8614577054977417e-01" cType="1" res="-5.7924473658204079e-03" rms="4.2727267742156982e-01" purity="6.7034286260604858e-01" nType="0">
6543 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3655385486781597e-03" rms="4.4979795813560486e-01" purity="6.1425095796585083e-01" nType="-99"/>
6544 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.4929959848523140e-03" rms="3.3779448270797729e-01" purity="8.6189240217208862e-01" nType="-99"/>
6545 </Node>
6546 </Node>
6547 </BinaryTree>
6548 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="565">
6549 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5230250805616379e-02" cType="1" res="3.4702145494520664e-03" rms="4.1169181466102600e-01" purity="4.9756368994712830e-01" nType="0">
6550 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.9370721653103828e-02" cType="1" res="2.0009436411783099e-04" rms="4.0939551591873169e-01" purity="4.9141538143157959e-01" nType="0">
6551 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8136136718094349e-03" rms="4.0659335255622864e-01" purity="4.8176392912864685e-01" nType="-99"/>
6552 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0000654496252537e-02" rms="4.1506794095039368e-01" purity="5.1889562606811523e-01" nType="-99"/>
6553 </Node>
6554 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8028620630502701e-02" rms="4.5079487562179565e-01" purity="6.2269246578216553e-01" nType="-99"/>
6555 </Node>
6556 </BinaryTree>
6557 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="566">
6558 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="-4.7805512440390885e-04" rms="4.0846851468086243e-01" purity="5.0022763013839722e-01" nType="0">
6559 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.9121077656745911e-01" cType="1" res="5.4379608482122421e-02" rms="4.0158233046531677e-01" purity="4.6535468101501465e-01" nType="0">
6560 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6384876370429993e-03" rms="3.3900296688079834e-01" purity="2.5614902377128601e-01" nType="-99"/>
6561 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2566020488739014e-02" rms="4.4365835189819336e-01" purity="6.3682055473327637e-01" nType="-99"/>
6562 </Node>
6563 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5255500078201294e-01" cType="1" res="-1.0585540905594826e-02" rms="4.0892255306243896e-01" purity="5.0665295124053955e-01" nType="0">
6564 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.4734912700951099e-03" rms="4.0477216243743896e-01" purity="4.6797481179237366e-01" nType="-99"/>
6565 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.3735799416899681e-03" rms="4.2513564229011536e-01" purity="6.8552231788635254e-01" nType="-99"/>
6566 </Node>
6567 </Node>
6568 </BinaryTree>
6569 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="567">
6570 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.7412090301513672e-01" cType="1" res="5.2806031890213490e-03" rms="4.1407808661460876e-01" purity="5.0208282470703125e-01" nType="0">
6571 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.5219533145427704e-02" cType="1" res="-3.2069124281406403e-03" rms="4.1327172517776489e-01" purity="4.7450992465019226e-01" nType="0">
6572 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9431172404438257e-03" rms="4.1095891594886780e-01" purity="4.6782326698303223e-01" nType="-99"/>
6573 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9553394988179207e-02" rms="4.5449295639991760e-01" purity="6.2229663133621216e-01" nType="-99"/>
6574 </Node>
6575 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0590795278549194e+00" cType="1" res="5.7092506438493729e-02" rms="4.1522154211997986e-01" purity="6.7040103673934937e-01" nType="0">
6576 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7788760140538216e-02" rms="4.2589265108108521e-01" purity="7.0232385396957397e-01" nType="-99"/>
6577 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0587634537369013e-03" rms="4.0031027793884277e-01" purity="6.4361387491226196e-01" nType="-99"/>
6578 </Node>
6579 </Node>
6580 </BinaryTree>
6581 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="568">
6582 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8094453513622284e-02" cType="1" res="8.2042897120118141e-03" rms="4.1174295544624329e-01" purity="5.0884121656417847e-01" nType="0">
6583 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.6271919962018728e-03" cType="1" res="1.7309749964624643e-03" rms="4.0759578347206116e-01" purity="4.9475082755088806e-01" nType="0">
6584 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5715851485729218e-03" rms="4.0671062469482422e-01" purity="4.8312702775001526e-01" nType="-99"/>
6585 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3533740788698196e-03" rms="4.0762600302696228e-01" purity="5.0022125244140625e-01" nType="-99"/>
6586 </Node>
6587 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.4633517861366272e-01" cType="1" res="5.5759679526090622e-02" rms="4.3809288740158081e-01" purity="6.1235517263412476e-01" nType="0">
6588 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2562179267406464e-02" rms="4.5246368646621704e-01" purity="4.1080898046493530e-01" nType="-99"/>
6589 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.4842860922217369e-03" rms="4.3027931451797485e-01" purity="6.7201441526412964e-01" nType="-99"/>
6590 </Node>
6591 </Node>
6592 </BinaryTree>
6593 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="569">
6594 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5697194337844849e-01" cType="1" res="1.0590912774205208e-02" rms="4.1458055377006531e-01" purity="5.0899201631546021e-01" nType="0">
6595 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.1518134474754333e-01" cType="1" res="2.3617572151124477e-03" rms="4.1406643390655518e-01" purity="4.6527162194252014e-01" nType="0">
6596 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2429505847394466e-03" rms="4.0405601263046265e-01" purity="4.5659172534942627e-01" nType="-99"/>
6597 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3765821233391762e-02" rms="4.5430010557174683e-01" purity="5.0655317306518555e-01" nType="-99"/>
6598 </Node>
6599 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1495965719223022e+00" cType="1" res="4.6793486922979355e-02" rms="4.1490089893341064e-01" purity="7.0133149623870850e-01" nType="0">
6600 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.6884266883134842e-02" rms="4.2663809657096863e-01" purity="7.6763290166854858e-01" nType="-99"/>
6601 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2109363712370396e-03" rms="4.0599691867828369e-01" purity="6.7897355556488037e-01" nType="-99"/>
6602 </Node>
6603 </Node>
6604 </BinaryTree>
6605 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="570">
6606 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.5428571701049805e+01" cType="1" res="-2.7102879248559475e-03" rms="4.1229501366615295e-01" purity="4.9131152033805847e-01" nType="0">
6607 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0469441562891006e-02" cType="1" res="9.4235818833112717e-03" rms="4.0808147192001343e-01" purity="4.8678836226463318e-01" nType="0">
6608 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.6871262602508068e-03" rms="4.0843194723129272e-01" purity="4.8800861835479736e-01" nType="-99"/>
6609 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2093500941991806e-02" rms="3.9288270473480225e-01" purity="4.7019803524017334e-01" nType="-99"/>
6610 </Node>
6611 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.5320789217948914e-01" cType="1" res="-1.5385339967906475e-02" rms="4.1627344489097595e-01" purity="4.9603635072708130e-01" nType="0">
6612 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6034461557865143e-02" rms="3.6935046315193176e-01" purity="2.1870577335357666e-01" nType="-99"/>
6613 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6651887977495790e-04" rms="4.3749779462814331e-01" purity="6.4012807607650757e-01" nType="-99"/>
6614 </Node>
6615 </Node>
6616 </BinaryTree>
6617 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="571">
6618 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.6141495704650879e+00" cType="1" res="7.9272780567407608e-03" rms="4.0763512253761292e-01" purity="5.1144289970397949e-01" nType="0">
6619 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.5233855843544006e-01" cType="1" res="1.0633056983351707e-02" rms="4.0675362944602966e-01" purity="5.1009464263916016e-01" nType="0">
6620 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2180451564490795e-03" rms="3.6550071835517883e-01" purity="2.2924134135246277e-01" nType="-99"/>
6621 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9553128667175770e-03" rms="4.2680811882019043e-01" purity="6.6137790679931641e-01" nType="-99"/>
6622 </Node>
6623 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0124759525060654e-02" rms="4.2540457844734192e-01" purity="5.5226421356201172e-01" nType="-99"/>
6624 </Node>
6625 </BinaryTree>
6626 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="572">
6627 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3053590953350067e-01" cType="1" res="-1.6833931207656860e-02" rms="4.0976801514625549e-01" purity="4.7982475161552429e-01" nType="0">
6628 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.6582791507244110e-02" cType="1" res="-4.4610723853111267e-03" rms="3.9516183733940125e-01" purity="4.0683236718177795e-01" nType="0">
6629 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8699327483773232e-02" rms="3.7740954756736755e-01" purity="3.1098869442939758e-01" nType="-99"/>
6630 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.6386279650032520e-03" rms="3.9952701330184937e-01" purity="4.4055414199829102e-01" nType="-99"/>
6631 </Node>
6632 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1393437385559082e+00" cType="1" res="-3.4120976924896240e-02" rms="4.2874652147293091e-01" purity="5.8180785179138184e-01" nType="0">
6633 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3552667573094368e-02" rms="4.3283668160438538e-01" purity="5.4069203138351440e-01" nType="-99"/>
6634 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0068795420229435e-03" rms="4.1702541708946228e-01" purity="6.6798514127731323e-01" nType="-99"/>
6635 </Node>
6636 </Node>
6637 </BinaryTree>
6638 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="573">
6639 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="6.0956114530563354e-01" cType="1" res="1.3357465155422688e-02" rms="4.1538083553314209e-01" purity="5.1022642850875854e-01" nType="0">
6640 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4868377447128296e-01" cType="1" res="1.7383860424160957e-02" rms="4.1426622867584229e-01" purity="4.9891060590744019e-01" nType="0">
6641 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.0442631840705872e-03" rms="4.1850638389587402e-01" purity="4.5120957493782043e-01" nType="-99"/>
6642 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.3190719336271286e-03" rms="3.9337721467018127e-01" purity="7.0717400312423706e-01" nType="-99"/>
6643 </Node>
6644 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2946220114827156e-02" rms="4.2712092399597168e-01" purity="6.7759579420089722e-01" nType="-99"/>
6645 </Node>
6646 </BinaryTree>
6647 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="574">
6648 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.8743163347244263e-01" cType="1" res="5.6265676394104958e-03" rms="4.1422438621520996e-01" purity="5.0549989938735962e-01" nType="0">
6649 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.1197849512100220e+00" cType="1" res="1.1407743208110332e-02" rms="4.1179993748664856e-01" purity="4.9541386961936951e-01" nType="0">
6650 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.0692738257348537e-03" rms="4.1183620691299438e-01" purity="4.8797962069511414e-01" nType="-99"/>
6651 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5476487576961517e-02" rms="4.0566909313201904e-01" purity="6.6756415367126465e-01" nType="-99"/>
6652 </Node>
6653 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="7.4803179502487183e-01" cType="1" res="-3.9054363965988159e-02" rms="4.2988947033882141e-01" purity="5.8345168828964233e-01" nType="0">
6654 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0105360075831413e-02" rms="4.3961215019226074e-01" purity="4.4173392653465271e-01" nType="-99"/>
6655 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.3038383561652154e-05" rms="4.1686722636222839e-01" purity="7.1612292528152466e-01" nType="-99"/>
6656 </Node>
6657 </Node>
6658 </BinaryTree>
6659 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="575">
6660 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.2849682271480560e-02" cType="1" res="2.7211557608097792e-03" rms="4.0975949168205261e-01" purity="5.0264418125152588e-01" nType="0">
6661 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.7619392871856689e-01" cType="1" res="-1.4196987031027675e-03" rms="4.0795040130615234e-01" purity="4.9134519696235657e-01" nType="0">
6662 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6320835351943970e-03" rms="4.0942141413688660e-01" purity="3.7817725539207458e-01" nType="-99"/>
6663 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2851508371531963e-03" rms="4.0465360879898071e-01" purity="6.8579131364822388e-01" nType="-99"/>
6664 </Node>
6665 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.6931214630603790e-02" cType="1" res="5.5871613323688507e-02" rms="4.2877256870269775e-01" purity="6.4767366647720337e-01" nType="0">
6666 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6918013617396355e-03" rms="4.4288858771324158e-01" purity="5.9162455797195435e-01" nType="-99"/>
6667 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3649189621210098e-02" rms="4.1337716579437256e-01" purity="6.9919365644454956e-01" nType="-99"/>
6668 </Node>
6669 </Node>
6670 </BinaryTree>
6671 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="576">
6672 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="5.6063246726989746e-01" cType="1" res="2.9931587050668895e-04" rms="4.1514033079147339e-01" purity="4.9409705400466919e-01" nType="0">
6673 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4411652982234955e-01" cType="1" res="5.8157336898148060e-03" rms="4.1132506728172302e-01" purity="4.8621380329132080e-01" nType="0">
6674 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6780693382024765e-03" rms="3.8383680582046509e-01" purity="2.6692295074462891e-01" nType="-99"/>
6675 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6780517762526870e-03" rms="4.2686179280281067e-01" purity="6.2084859609603882e-01" nType="-99"/>
6676 </Node>
6677 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1908251792192459e-02" cType="1" res="-7.5993172824382782e-02" rms="4.5793986320495605e-01" purity="6.0312330722808838e-01" nType="0">
6678 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.3502866327762604e-03" rms="4.5934590697288513e-01" purity="6.2838059663772583e-01" nType="-99"/>
6679 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3667214214801788e-02" rms="4.5132631063461304e-01" purity="5.7463687658309937e-01" nType="-99"/>
6680 </Node>
6681 </Node>
6682 </BinaryTree>
6683 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="577">
6684 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.8688911199569702e-01" cType="1" res="-1.2250252766534686e-03" rms="4.1191351413726807e-01" purity="5.0192284584045410e-01" nType="0">
6685 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.9158918708562851e-03" cType="1" res="8.3988150581717491e-03" rms="4.0575519204139709e-01" purity="4.4432851672172546e-01" nType="0">
6686 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4313867092132568e-02" rms="3.2445979118347168e-01" purity="2.5953385233879089e-01" nType="-99"/>
6687 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4059958308935165e-03" rms="4.1186940670013428e-01" purity="4.6162801980972290e-01" nType="-99"/>
6688 </Node>
6689 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="3.9533042907714844e-01" cType="1" res="-2.5890508666634560e-02" rms="4.2630109190940857e-01" purity="6.4953470230102539e-01" nType="0">
6690 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7597582191228867e-02" rms="4.3787947297096252e-01" purity="5.2884602546691895e-01" nType="-99"/>
6691 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7147945947945118e-03" rms="4.2115068435668945e-01" purity="6.9002753496170044e-01" nType="-99"/>
6692 </Node>
6693 </Node>
6694 </BinaryTree>
6695 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="578">
6696 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4101780354976654e-01" cType="1" res="1.1613629758358002e-02" rms="4.2200973629951477e-01" purity="5.0714820623397827e-01" nType="0">
6697 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.2863934338092804e-02" cType="1" res="3.9202410727739334e-02" rms="3.9714890718460083e-01" purity="2.6884111762046814e-01" nType="0">
6698 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7706571146845818e-02" rms="2.5679197907447815e-01" purity="7.1828447282314301e-02" nType="-99"/>
6699 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6811378300189972e-02" rms="4.1908386349678040e-01" purity="3.0987194180488586e-01" nType="-99"/>
6700 </Node>
6701 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3704725503921509e+00" cType="1" res="-2.4808277375996113e-03" rms="4.3348437547683716e-01" purity="6.2889367341995239e-01" nType="0">
6702 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.1339589562267065e-04" rms="4.3283662199974060e-01" purity="6.3480991125106812e-01" nType="-99"/>
6703 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1429887264966965e-02" rms="4.3564376235008240e-01" purity="5.8989858627319336e-01" nType="-99"/>
6704 </Node>
6705 </Node>
6706 </BinaryTree>
6707 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="579">
6708 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.4451342225074768e-01" cType="1" res="-6.9697084836661816e-03" rms="4.1427356004714966e-01" purity="4.8763418197631836e-01" nType="0">
6709 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.8000000000000000e+01" cType="1" res="3.4594483673572540e-02" rms="4.0062400698661804e-01" purity="3.8184195756912231e-01" nType="0">
6710 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4288085512816906e-02" rms="4.0132454037666321e-01" purity="4.0044006705284119e-01" nType="-99"/>
6711 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3293013907968998e-02" rms="3.8755828142166138e-01" purity="2.7275660634040833e-01" nType="-99"/>
6712 </Node>
6713 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="-2.2965725511312485e-02" rms="4.1830915212631226e-01" purity="5.2834844589233398e-01" nType="0">
6714 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.5839498788118362e-03" rms="4.2117473483085632e-01" purity="5.1801478862762451e-01" nType="-99"/>
6715 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.4350827857851982e-03" rms="3.9199274778366089e-01" purity="6.0336482524871826e-01" nType="-99"/>
6716 </Node>
6717 </Node>
6718 </BinaryTree>
6719 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="580">
6720 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.5714965313673019e-02" cType="1" res="-1.0175889357924461e-02" rms="4.1183620691299438e-01" purity="4.8479315638542175e-01" nType="0">
6721 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.4036044962704182e-03" cType="1" res="-4.5720282942056656e-03" rms="4.0857535600662231e-01" purity="4.8118117451667786e-01" nType="0">
6722 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.1270637884736061e-03" rms="4.0916231274604797e-01" purity="5.1862835884094238e-01" nType="-99"/>
6723 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0614516474306583e-03" rms="4.0793120861053467e-01" purity="4.6210411190986633e-01" nType="-99"/>
6724 </Node>
6725 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="-5.2146025002002716e-02" rms="4.3318414688110352e-01" purity="5.1184517145156860e-01" nType="0">
6726 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7561326967552304e-03" rms="4.3501442670822144e-01" purity="5.3771507740020752e-01" nType="-99"/>
6727 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8441846370697021e-02" rms="4.2364677786827087e-01" purity="4.7846698760986328e-01" nType="-99"/>
6728 </Node>
6729 </Node>
6730 </BinaryTree>
6731 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="581">
6732 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.2540773451328278e-01" cType="1" res="-1.0070818243548274e-03" rms="4.1104152798652649e-01" purity="4.9105077981948853e-01" nType="0">
6733 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.1458920091390610e-02" cType="1" res="-2.1496612578630447e-02" rms="3.8916814327239990e-01" purity="3.8277578353881836e-01" nType="0">
6734 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2139569520950317e-02" rms="2.8815749287605286e-01" purity="1.9913424551486969e-01" nType="-99"/>
6735 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2184913977980614e-03" rms="4.0794178843498230e-01" purity="4.2569395899772644e-01" nType="-99"/>
6736 </Node>
6737 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5235016196966171e-03" cType="1" res="2.4294767528772354e-02" rms="4.3521347641944885e-01" purity="6.2475603818893433e-01" nType="0">
6738 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0992224561050534e-03" rms="4.3765670061111450e-01" purity="5.6954061985015869e-01" nType="-99"/>
6739 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1341756209731102e-02" rms="4.3223875761032104e-01" purity="6.6490036249160767e-01" nType="-99"/>
6740 </Node>
6741 </Node>
6742 </BinaryTree>
6743 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="582">
6744 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7998645901679993e-01" cType="1" res="-1.8201654776930809e-02" rms="4.0666690468788147e-01" purity="4.8659160733222961e-01" nType="0">
6745 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.6000000000000000e+01" cType="1" res="-3.0475093051791191e-02" rms="3.9431789517402649e-01" purity="3.8797974586486816e-01" nType="0">
6746 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.9949990138411522e-03" rms="3.9711251854896545e-01" purity="3.9392772316932678e-01" nType="-99"/>
6747 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6184120923280716e-02" rms="3.4445640444755554e-01" purity="3.1182804703712463e-01" nType="-99"/>
6748 </Node>
6749 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3513345420360565e-01" cType="1" res="2.2289049811661243e-03" rms="4.2564672231674194e-01" purity="6.5074247121810913e-01" nType="0">
6750 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0511567592620850e-02" rms="4.2167896032333374e-01" purity="5.2654308080673218e-01" nType="-99"/>
6751 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0851714070886374e-03" rms="4.2512470483779907e-01" purity="6.6686439514160156e-01" nType="-99"/>
6752 </Node>
6753 </Node>
6754 </BinaryTree>
6755 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="583">
6756 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.0238094329833984e+01" cType="1" res="1.2287140823900700e-02" rms="4.0611198544502258e-01" purity="5.1177257299423218e-01" nType="0">
6757 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.2235506772994995e-01" cType="1" res="2.3200847208499908e-02" rms="4.0433612465858459e-01" purity="5.1811516284942627e-01" nType="0">
6758 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8977089095860720e-03" rms="3.9920705556869507e-01" purity="4.4390377402305603e-01" nType="-99"/>
6759 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5092434361577034e-02" rms="4.1511631011962891e-01" purity="7.0661014318466187e-01" nType="-99"/>
6760 </Node>
6761 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.5914709568023682e-01" cType="1" res="-1.0590684600174427e-02" rms="4.0886539220809937e-01" purity="4.9847683310508728e-01" nType="0">
6762 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.6879160264506936e-04" rms="4.0811449289321899e-01" purity="4.9478498101234436e-01" nType="-99"/>
6763 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1983539909124374e-02" rms="4.1078042984008789e-01" purity="5.1762026548385620e-01" nType="-99"/>
6764 </Node>
6765 </Node>
6766 </BinaryTree>
6767 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="584">
6768 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0476113557815552e-02" cType="1" res="1.3745616888627410e-03" rms="4.0947121381759644e-01" purity="4.9468463659286499e-01" nType="0">
6769 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1486673355102539e+00" cType="1" res="-6.8181250244379044e-03" rms="4.0624302625656128e-01" purity="4.7983855009078979e-01" nType="0">
6770 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4879476297646761e-03" rms="4.0500742197036743e-01" purity="4.6560773253440857e-01" nType="-99"/>
6771 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6946094110608101e-02" rms="4.1603976488113403e-01" purity="6.6896700859069824e-01" nType="-99"/>
6772 </Node>
6773 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.8887128829956055e-01" cType="1" res="7.9128667712211609e-02" rms="4.3124890327453613e-01" purity="6.3558399677276611e-01" nType="0">
6774 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3473499119281769e-02" rms="4.5090392231941223e-01" purity="6.1615234613418579e-01" nType="-99"/>
6775 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1292882263660431e-02" rms="4.1338506340980530e-01" purity="6.4912164211273193e-01" nType="-99"/>
6776 </Node>
6777 </Node>
6778 </BinaryTree>
6779 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="585">
6780 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.9857143402099609e+01" cType="1" res="8.1853419542312622e-03" rms="4.1540065407752991e-01" purity="5.0259232521057129e-01" nType="0">
6781 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0476027876138687e-02" cType="1" res="1.1044316925108433e-02" rms="4.1586762666702271e-01" purity="5.0637614727020264e-01" nType="0">
6782 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7875639023259282e-03" rms="4.1251954436302185e-01" purity="4.9575173854827881e-01" nType="-99"/>
6783 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5407039783895016e-02" rms="4.4509428739547729e-01" purity="6.1222529411315918e-01" nType="-99"/>
6784 </Node>
6785 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6772609204053879e-02" rms="3.9766842126846313e-01" purity="4.1083574295043945e-01" nType="-99"/>
6786 </Node>
6787 </BinaryTree>
6788 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="586">
6789 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="5.1863840781152248e-03" rms="4.0645861625671387e-01" purity="5.0474643707275391e-01" nType="0">
6790 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.6745710372924805e-01" cType="1" res="8.8188052177429199e-03" rms="4.0703994035720825e-01" purity="5.1100903749465942e-01" nType="0">
6791 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.2005036529153585e-04" rms="3.9620396494865417e-01" purity="4.2093500494956970e-01" nType="-99"/>
6792 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.0681676045060158e-03" rms="4.2634868621826172e-01" purity="6.8538820743560791e-01" nType="-99"/>
6793 </Node>
6794 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0549915507435799e-02" rms="3.7204107642173767e-01" purity="3.1522268056869507e-01" nType="-99"/>
6795 </Node>
6796 </BinaryTree>
6797 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="587">
6798 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3340438306331635e-01" cType="1" res="-3.9544659666717052e-03" rms="4.1377666592597961e-01" purity="4.9059319496154785e-01" nType="0">
6799 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="3.3422846347093582e-02" cType="1" res="1.2343517504632473e-02" rms="4.0038788318634033e-01" purity="3.1504988670349121e-01" nType="0">
6800 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.3032211959362030e-02" rms="1.3831602036952972e-01" purity="1.8674779683351517e-02" nType="-99"/>
6801 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9277280233800411e-03" rms="4.1165232658386230e-01" purity="3.3622446656227112e-01" nType="-99"/>
6802 </Node>
6803 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="2.0321515202522278e-01" cType="1" res="-1.9614061340689659e-02" rms="4.2565757036209106e-01" purity="6.5926045179367065e-01" nType="0">
6804 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0729388333857059e-02" rms="4.2262041568756104e-01" purity="6.3798975944519043e-01" nType="-99"/>
6805 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.6191557561978698e-04" rms="4.2750054597854614e-01" purity="6.7747837305068970e-01" nType="-99"/>
6806 </Node>
6807 </Node>
6808 </BinaryTree>
6809 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="588">
6810 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.7000000000000000e+01" cType="1" res="-5.9350801166146994e-04" rms="4.1167703270912170e-01" purity="4.9549573659896851e-01" nType="0">
6811 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4761905670166016e+01" cType="1" res="-9.7211636602878571e-03" rms="4.1038835048675537e-01" purity="4.8778146505355835e-01" nType="0">
6812 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7324496293440461e-03" rms="4.0960451960563660e-01" purity="4.8889258503913879e-01" nType="-99"/>
6813 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2859450429677963e-02" rms="4.1920334100723267e-01" purity="4.6510881185531616e-01" nType="-99"/>
6814 </Node>
6815 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.2428569793701172e+01" cType="1" res="3.6504935473203659e-02" rms="4.1481173038482666e-01" purity="5.2684980630874634e-01" nType="0">
6816 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3410364277660847e-02" rms="4.1804814338684082e-01" purity="5.4969978332519531e-01" nType="-99"/>
6817 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3384762220084667e-02" rms="3.8322004675865173e-01" purity="3.8137471675872803e-01" nType="-99"/>
6818 </Node>
6819 </Node>
6820 </BinaryTree>
6821 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="589">
6822 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.3919482529163361e-01" cType="1" res="3.3279624767601490e-03" rms="4.1365197300910950e-01" purity="4.9941846728324890e-01" nType="0">
6823 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="9.5124803483486176e-03" cType="1" res="3.0545135959982872e-02" rms="3.8795742392539978e-01" purity="2.5683709979057312e-01" nType="0">
6824 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9869605079293251e-02" rms="4.0706679224967957e-01" purity="2.9359376430511475e-01" nType="-99"/>
6825 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9883107468485832e-03" rms="3.3687564730644226e-01" purity="1.7929361760616302e-01" nType="-99"/>
6826 </Node>
6827 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3513345420360565e-01" cType="1" res="-1.0916560888290405e-02" rms="4.2578995227813721e-01" purity="6.2637710571289062e-01" nType="0">
6828 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4257399141788483e-02" rms="4.4304087758064270e-01" purity="3.4888654947280884e-01" nType="-99"/>
6829 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3839327041059732e-03" rms="4.1926252841949463e-01" purity="6.8872672319412231e-01" nType="-99"/>
6830 </Node>
6831 </Node>
6832 </BinaryTree>
6833 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="590">
6834 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3809492588043213e-02" cType="1" res="-3.9417007938027382e-03" rms="4.1129133105278015e-01" purity="4.9414443969726562e-01" nType="0">
6835 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.7338222265243530e-01" cType="1" res="8.2538463175296783e-03" rms="4.0603908896446228e-01" purity="4.8290383815765381e-01" nType="0">
6836 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0886568604037166e-04" rms="4.0395146608352661e-01" purity="4.3136879801750183e-01" nType="-99"/>
6837 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4890220016241074e-02" rms="4.1288954019546509e-01" purity="7.3693025112152100e-01" nType="-99"/>
6838 </Node>
6839 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1976150274276733e+00" cType="1" res="-4.0752217173576355e-02" rms="4.2463380098342896e-01" purity="5.2807265520095825e-01" nType="0">
6840 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.6866055130958557e-03" rms="4.2065975069999695e-01" purity="5.3174525499343872e-01" nType="-99"/>
6841 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1002608835697174e-02" rms="4.3519112467765808e-01" purity="5.0206607580184937e-01" nType="-99"/>
6842 </Node>
6843 </Node>
6844 </BinaryTree>
6845 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="591">
6846 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4301189184188843e+00" cType="1" res="3.9157392457127571e-03" rms="4.1403436660766602e-01" purity="4.9661314487457275e-01" nType="0">
6847 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.4293571114540100e-01" cType="1" res="9.6932565793395042e-03" rms="4.1125443577766418e-01" purity="4.8912671208381653e-01" nType="0">
6848 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9398364499211311e-03" rms="4.0042108297348022e-01" purity="3.1148317456245422e-01" nType="-99"/>
6849 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.8979212343692780e-03" rms="4.2096698284149170e-01" purity="6.8260037899017334e-01" nType="-99"/>
6850 </Node>
6851 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.4866660237312317e-01" cType="1" res="-5.9691667556762695e-02" rms="4.3848547339439392e-01" purity="5.7903504371643066e-01" nType="0">
6852 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5190677493810654e-02" rms="4.4197329878807068e-01" purity="4.4724670052528381e-01" nType="-99"/>
6853 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1084812730550766e-03" rms="4.3078079819679260e-01" purity="7.1171367168426514e-01" nType="-99"/>
6854 </Node>
6855 </Node>
6856 </BinaryTree>
6857 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="592">
6858 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="8.5881090164184570e-01" cType="1" res="1.2024597963318229e-03" rms="4.1168653964996338e-01" purity="5.0037801265716553e-01" nType="0">
6859 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="7.1428376249969006e-03" cType="1" res="6.4409817568957806e-03" rms="4.0937113761901855e-01" purity="4.7711697220802307e-01" nType="0">
6860 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1630590092390776e-03" rms="4.1160979866981506e-01" purity="4.1696751117706299e-01" nType="-99"/>
6861 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5818795226514339e-03" rms="4.0706840157508850e-01" purity="5.2481013536453247e-01" nType="-99"/>
6862 </Node>
6863 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.2063348293304443e+00" cType="1" res="-3.5897109657526016e-02" rms="4.2588576674461365e-01" purity="6.6511434316635132e-01" nType="0">
6864 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2811816781759262e-02" rms="4.5154562592506409e-01" purity="5.3442585468292236e-01" nType="-99"/>
6865 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7261942159384489e-04" rms="4.0954610705375671e-01" purity="7.1634471416473389e-01" nType="-99"/>
6866 </Node>
6867 </Node>
6868 </BinaryTree>
6869 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="593">
6870 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.5714570432901382e-02" cType="1" res="-5.2076764404773712e-03" rms="4.1186389327049255e-01" purity="4.9129828810691833e-01" nType="0">
6871 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.5299372375011444e-02" cType="1" res="2.3133873473852873e-03" rms="4.1030797362327576e-01" purity="4.8710662126541138e-01" nType="0">
6872 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6756755542010069e-03" rms="4.0633562207221985e-01" purity="4.4888091087341309e-01" nType="-99"/>
6873 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.4160640835762024e-03" rms="4.1865521669387817e-01" purity="5.8211964368820190e-01" nType="-99"/>
6874 </Node>
6875 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.0242109894752502e-01" cType="1" res="-5.7279080152511597e-02" rms="4.1879040002822876e-01" purity="5.2031910419464111e-01" nType="0">
6876 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2525500059127808e-02" rms="3.8069465756416321e-01" purity="2.9498860239982605e-01" nType="-99"/>
6877 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5614360347390175e-03" rms="4.2985677719116211e-01" purity="6.3794332742691040e-01" nType="-99"/>
6878 </Node>
6879 </Node>
6880 </BinaryTree>
6881 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="594">
6882 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.6333925724029541e+00" cType="1" res="-9.5793120563030243e-03" rms="4.0663379430770874e-01" purity="4.8705843091011047e-01" nType="0">
6883 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.9081673622131348e-01" cType="1" res="-1.2889089062809944e-02" rms="4.0794149041175842e-01" purity="4.6987965703010559e-01" nType="0">
6884 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9396172612905502e-03" rms="4.0545392036437988e-01" purity="4.6666634082794189e-01" nType="-99"/>
6885 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0752090960741043e-02" rms="4.6286013722419739e-01" purity="5.5376720428466797e-01" nType="-99"/>
6886 </Node>
6887 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3351781293749809e-02" rms="3.7948343157768250e-01" purity="7.7770572900772095e-01" nType="-99"/>
6888 </Node>
6889 </BinaryTree>
6890 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="595">
6891 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.8743163347244263e-01" cType="1" res="-1.1101418174803257e-02" rms="4.1037961840629578e-01" purity="4.8456001281738281e-01" nType="0">
6892 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.0000000000000000e+01" cType="1" res="-1.7238290980458260e-02" rms="4.0666761994361877e-01" purity="4.6035823225975037e-01" nType="0">
6893 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.3208937644958496e-03" rms="4.0573185682296753e-01" purity="4.5853337645530701e-01" nType="-99"/>
6894 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8504051491618156e-02" rms="4.1467759013175964e-01" purity="4.9417433142662048e-01" nType="-99"/>
6895 </Node>
6896 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="6.5112507343292236e-01" cType="1" res="2.9751654714345932e-02" rms="4.3206658959388733e-01" purity="6.4567095041275024e-01" nType="0">
6897 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6399916037917137e-02" rms="4.1673502326011658e-01" purity="5.4411631822586060e-01" nType="-99"/>
6898 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2915398692712188e-03" rms="4.3450295925140381e-01" purity="6.8097597360610962e-01" nType="-99"/>
6899 </Node>
6900 </Node>
6901 </BinaryTree>
6902 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="596">
6903 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8088966161012650e-02" cType="1" res="2.2553585469722748e-02" rms="4.1228869557380676e-01" purity="5.1058208942413330e-01" nType="0">
6904 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="1.7773019149899483e-02" rms="4.0937045216560364e-01" purity="4.9739080667495728e-01" nType="0">
6905 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7524004001170397e-03" rms="4.0841683745384216e-01" purity="4.9443587660789490e-01" nType="-99"/>
6906 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9926533102989197e-02" rms="4.1653007268905640e-01" purity="5.3132909536361694e-01" nType="-99"/>
6907 </Node>
6908 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.1212838888168335e-01" cType="1" res="5.8483615517616272e-02" rms="4.3190377950668335e-01" purity="6.0972517728805542e-01" nType="0">
6909 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2249145433306694e-02" rms="4.5120185613632202e-01" purity="5.3590577840805054e-01" nType="-99"/>
6910 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7817084230482578e-03" rms="3.9632952213287354e-01" purity="7.2334873676300049e-01" nType="-99"/>
6911 </Node>
6912 </Node>
6913 </BinaryTree>
6914 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="597">
6915 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3814709857106209e-03" cType="1" res="3.8959605153650045e-03" rms="4.0535438060760498e-01" purity="5.0638014078140259e-01" nType="0">
6916 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.5238094329833984e+00" cType="1" res="3.0252061784267426e-02" rms="4.1108518838882446e-01" purity="5.5786979198455811e-01" nType="0">
6917 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.6745733171701431e-03" rms="3.7276202440261841e-01" purity="4.4345498085021973e-01" nType="-99"/>
6918 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1634895578026772e-02" rms="4.1721782088279724e-01" purity="5.8041298389434814e-01" nType="-99"/>
6919 </Node>
6920 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="-3.8056110497564077e-03" rms="4.0333935618400574e-01" purity="4.9133419990539551e-01" nType="0">
6921 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7274157404899597e-03" rms="3.9848437905311584e-01" purity="4.6759906411170959e-01" nType="-99"/>
6922 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5335316788405180e-03" rms="4.0922653675079346e-01" purity="5.2345520257949829e-01" nType="-99"/>
6923 </Node>
6924 </Node>
6925 </BinaryTree>
6926 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="598">
6927 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.4888627529144287e-01" cType="1" res="2.5663482956588268e-03" rms="4.0528175234794617e-01" purity="4.9437239766120911e-01" nType="0">
6928 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.3579887151718140e-02" cType="1" res="-5.0308592617511749e-03" rms="4.0107536315917969e-01" purity="4.5625361800193787e-01" nType="0">
6929 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.8723992705345154e-03" rms="3.6112445592880249e-01" purity="3.1883960962295532e-01" nType="-99"/>
6930 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2235709950327873e-03" rms="4.2506909370422363e-01" purity="5.4901051521301270e-01" nType="-99"/>
6931 </Node>
6932 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.0568320751190186e+00" cType="1" res="3.1544398516416550e-02" rms="4.1967958211898804e-01" purity="6.3976907730102539e-01" nType="0">
6933 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3090725056827068e-02" rms="4.2701527476310730e-01" purity="6.4747136831283569e-01" nType="-99"/>
6934 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9577048048377037e-04" rms="4.0517130494117737e-01" purity="6.2715059518814087e-01" nType="-99"/>
6935 </Node>
6936 </Node>
6937 </BinaryTree>
6938 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="599">
6939 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2000000000000000e+01" cType="1" res="2.3147452622652054e-02" rms="4.0617692470550537e-01" purity="5.2633577585220337e-01" nType="0">
6940 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.1389057636260986e+00" cType="1" res="1.9200483337044716e-02" rms="4.0897825360298157e-01" purity="5.2358180284500122e-01" nType="0">
6941 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7074859030544758e-03" rms="4.1005909442901611e-01" purity="5.1029866933822632e-01" nType="-99"/>
6942 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6091199591755867e-02" rms="3.9099711179733276e-01" purity="7.1671092510223389e-01" nType="-99"/>
6943 </Node>
6944 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6653969883918762e-02" cType="1" res="5.3102258592844009e-02" rms="3.8292792439460754e-01" purity="5.4723674058914185e-01" nType="0">
6945 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.5257452875375748e-03" rms="3.6934986710548401e-01" purity="4.8042881488800049e-01" nType="-99"/>
6946 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0708817765116692e-02" rms="3.9685881137847900e-01" purity="6.5904492139816284e-01" nType="-99"/>
6947 </Node>
6948 </Node>
6949 </BinaryTree>
6950 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="600">
6951 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="4.5806980133056641e-01" cType="1" res="-2.2032449021935463e-02" rms="4.0552836656570435e-01" purity="4.7614437341690063e-01" nType="0">
6952 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.6000000000000000e+01" cType="1" res="-3.8889687508344650e-02" rms="4.0000358223915100e-01" purity="3.3943870663642883e-01" nType="0">
6953 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.7389761358499527e-03" rms="4.0205401182174683e-01" purity="3.4732326865196228e-01" nType="-99"/>
6954 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1996790319681168e-02" rms="3.6188143491744995e-01" purity="2.2300368547439575e-01" nType="-99"/>
6955 </Node>
6956 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.1710644960403442e-01" cType="1" res="-2.3505717981606722e-03" rms="4.1101118922233582e-01" purity="6.3575673103332520e-01" nType="0">
6957 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3759314790368080e-03" rms="4.0988439321517944e-01" purity="6.2068766355514526e-01" nType="-99"/>
6958 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2035530991852283e-02" rms="4.1275283694267273e-01" purity="6.9000864028930664e-01" nType="-99"/>
6959 </Node>
6960 </Node>
6961 </BinaryTree>
6962 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="601">
6963 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="-6.5071554854512215e-04" rms="4.1536194086074829e-01" purity="4.8876976966857910e-01" nType="0">
6964 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1333333015441895e+01" cType="1" res="-1.8309593200683594e-02" rms="4.0558397769927979e-01" purity="4.6879258751869202e-01" nType="0">
6965 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.6859367254655808e-05" rms="4.0313136577606201e-01" purity="4.6372970938682556e-01" nType="-99"/>
6966 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2669110670685768e-02" rms="4.0772396326065063e-01" purity="4.7629725933074951e-01" nType="-99"/>
6967 </Node>
6968 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.1419845335185528e-03" cType="1" res="2.2452451288700104e-02" rms="4.2671507596969604e-01" purity="5.1490598917007446e-01" nType="0">
6969 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0812458135187626e-03" rms="4.2773860692977905e-01" purity="4.5017576217651367e-01" nType="-99"/>
6970 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2694963254034519e-02" rms="4.2416027188301086e-01" purity="5.6391739845275879e-01" nType="-99"/>
6971 </Node>
6972 </Node>
6973 </BinaryTree>
6974 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="602">
6975 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.3760468959808350e+00" cType="1" res="2.1867116447538137e-03" rms="4.0949735045433044e-01" purity="4.9526184797286987e-01" nType="0">
6976 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.5237924903631210e-02" cType="1" res="-1.8887937767431140e-03" rms="4.0868249535560608e-01" purity="4.8462986946105957e-01" nType="0">
6977 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4412866332568228e-04" rms="4.0832754969596863e-01" purity="4.8360532522201538e-01" nType="-99"/>
6978 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9648496061563492e-02" rms="4.1137680411338806e-01" purity="5.1165676116943359e-01" nType="-99"/>
6979 </Node>
6980 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2485839203000069e-02" rms="4.1719150543212891e-01" purity="7.0177811384201050e-01" nType="-99"/>
6981 </Node>
6982 </BinaryTree>
6983 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="603">
6984 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1903412342071533e+00" cType="1" res="1.4595424756407738e-02" rms="4.0922302007675171e-01" purity="5.1298433542251587e-01" nType="0">
6985 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.6240595877170563e-02" cType="1" res="8.0115618184208870e-03" rms="4.1184246540069580e-01" purity="4.8034965991973877e-01" nType="0">
6986 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8545163795351982e-02" rms="3.6576262116432190e-01" purity="3.1056851148605347e-01" nType="-99"/>
6987 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2920600865036249e-04" rms="4.1819733381271362e-01" purity="5.0664716958999634e-01" nType="-99"/>
6988 </Node>
6989 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.0285714149475098e+01" cType="1" res="5.4048839956521988e-02" rms="3.9084386825561523e-01" purity="7.0854586362838745e-01" nType="0">
6990 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6128921308554709e-04" rms="3.7740668654441833e-01" purity="6.7776346206665039e-01" nType="-99"/>
6991 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1576957777142525e-02" rms="3.9486804604530334e-01" purity="7.2472453117370605e-01" nType="-99"/>
6992 </Node>
6993 </Node>
6994 </BinaryTree>
6995 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="604">
6996 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.6666691750288010e-02" cType="1" res="1.5658188611268997e-02" rms="4.0570241212844849e-01" purity="5.2053219079971313e-01" nType="0">
6997 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.6006876230239868e-01" cType="1" res="1.3032460119575262e-03" rms="3.9763519167900085e-01" purity="4.6950119733810425e-01" nType="0">
6998 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6987970340996981e-03" rms="3.9408600330352783e-01" purity="4.2146462202072144e-01" nType="-99"/>
6999 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1318804696202278e-02" rms="4.0878984332084656e-01" purity="6.5842294692993164e-01" nType="-99"/>
7000 </Node>
7001 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.1459414958953857e+00" cType="1" res="3.9319705218076706e-02" rms="4.1758492588996887e-01" purity="6.0464757680892944e-01" nType="0">
7002 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2429193593561649e-02" rms="4.1353508830070496e-01" purity="6.1050063371658325e-01" nType="-99"/>
7003 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3206384144723415e-02" rms="4.6017789840698242e-01" purity="5.2385377883911133e-01" nType="-99"/>
7004 </Node>
7005 </Node>
7006 </BinaryTree>
7007 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="605">
7008 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.8688911199569702e-01" cType="1" res="1.2615177780389786e-02" rms="4.1031014919281006e-01" purity="5.1501893997192383e-01" nType="0">
7009 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.1419847384095192e-02" cType="1" res="2.2785896435379982e-02" rms="4.0249574184417725e-01" purity="4.5611956715583801e-01" nType="0">
7010 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.9742453955113888e-03" rms="3.9643374085426331e-01" purity="4.1672694683074951e-01" nType="-99"/>
7011 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2726713903248310e-02" rms="4.1648674011230469e-01" purity="5.5600875616073608e-01" nType="-99"/>
7012 </Node>
7013 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.0813705325126648e-01" cType="1" res="-1.2786672450602055e-02" rms="4.2815211415290833e-01" purity="6.6212272644042969e-01" nType="0">
7014 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4143684878945351e-02" rms="4.3629646301269531e-01" purity="5.3248202800750732e-01" nType="-99"/>
7015 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.8559328317642212e-04" rms="4.2442312836647034e-01" purity="7.0380276441574097e-01" nType="-99"/>
7016 </Node>
7017 </Node>
7018 </BinaryTree>
7019 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="606">
7020 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="4.3819725513458252e-01" cType="1" res="6.6427821293473244e-03" rms="4.1432321071624756e-01" purity="5.0317329168319702e-01" nType="0">
7021 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.5464035868644714e-01" cType="1" res="2.2542206570506096e-02" rms="4.1534465551376343e-01" purity="4.1412156820297241e-01" nType="0">
7022 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4476101864129305e-03" rms="4.0172916650772095e-01" purity="3.7423723936080933e-01" nType="-99"/>
7023 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5531549230217934e-02" rms="4.6230265498161316e-01" purity="5.6990098953247070e-01" nType="-99"/>
7024 </Node>
7025 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.9010229036211967e-02" cType="1" res="-1.3447368517518044e-02" rms="4.1215267777442932e-01" purity="6.1569708585739136e-01" nType="0">
7026 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2992918491363525e-03" rms="4.0905350446701050e-01" purity="6.2147504091262817e-01" nType="-99"/>
7027 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6123605892062187e-02" rms="4.1637444496154785e-01" purity="6.0164797306060791e-01" nType="-99"/>
7028 </Node>
7029 </Node>
7030 </BinaryTree>
7031 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="607">
7032 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="2.3357011377811432e-03" rms="4.0909251570701599e-01" purity="5.0396591424942017e-01" nType="0">
7033 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.4465546011924744e-01" cType="1" res="-1.8475851044058800e-02" rms="4.0032967925071716e-01" purity="4.6944355964660645e-01" nType="0">
7034 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0415572449564934e-02" rms="3.5681644082069397e-01" purity="2.4701999127864838e-01" nType="-99"/>
7035 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.1179593689739704e-04" rms="4.1305664181709290e-01" purity="5.4576843976974487e-01" nType="-99"/>
7036 </Node>
7037 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7600916586816311e-03" cType="1" res="2.6952465996146202e-02" rms="4.1788527369499207e-01" purity="5.4480040073394775e-01" nType="0">
7038 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4409091323614120e-02" rms="4.3840312957763672e-01" purity="5.5741411447525024e-01" nType="-99"/>
7039 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1310294289141893e-03" rms="4.0436530113220215e-01" purity="5.3727841377258301e-01" nType="-99"/>
7040 </Node>
7041 </Node>
7042 </BinaryTree>
7043 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="608">
7044 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="3.4406695049256086e-03" rms="4.1088593006134033e-01" purity="5.0223016738891602e-01" nType="0">
7045 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.8960160017013550e-01" cType="1" res="8.5855489596724510e-03" rms="4.1113537549972534e-01" purity="5.0990831851959229e-01" nType="0">
7046 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2604574486613274e-04" rms="4.0996193885803223e-01" purity="4.8190107941627502e-01" nType="-99"/>
7047 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1882088147103786e-02" rms="4.1598796844482422e-01" purity="6.7498600482940674e-01" nType="-99"/>
7048 </Node>
7049 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.8815938234329224e-01" cType="1" res="-4.7838129103183746e-02" rms="4.0483352541923523e-01" purity="4.2570269107818604e-01" nType="0">
7050 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6979526504874229e-02" rms="3.9668405055999756e-01" purity="2.5524723529815674e-01" nType="-99"/>
7051 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.6410402283072472e-03" rms="4.0756672620773315e-01" purity="6.7114084959030151e-01" nType="-99"/>
7052 </Node>
7053 </Node>
7054 </BinaryTree>
7055 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="609">
7056 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="-1.6114732250571251e-02" rms="4.0576431155204773e-01" purity="4.8418885469436646e-01" nType="0">
7057 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.8333333969116211e+01" cType="1" res="-2.0720267668366432e-02" rms="4.0493237972259521e-01" purity="4.8170298337936401e-01" nType="0">
7058 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7773370966315269e-03" rms="3.9994168281555176e-01" purity="4.8340818285942078e-01" nType="-99"/>
7059 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1897946707904339e-02" rms="4.1416865587234497e-01" purity="4.7815024852752686e-01" nType="-99"/>
7060 </Node>
7061 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7502159141004086e-03" cType="1" res="3.5690389573574066e-02" rms="4.1147145628929138e-01" purity="5.1215106248855591e-01" nType="0">
7062 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0655762627720833e-02" rms="3.6428296566009521e-01" purity="4.5760372281074524e-01" nType="-99"/>
7063 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9907500594854355e-02" rms="4.2912822961807251e-01" purity="5.4032981395721436e-01" nType="-99"/>
7064 </Node>
7065 </Node>
7066 </BinaryTree>
7067 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="610">
7068 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7485818862915039e-01" cType="1" res="9.7548905760049820e-03" rms="4.1049745678901672e-01" purity="5.1479142904281616e-01" nType="0">
7069 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.0812374204397202e-01" cType="1" res="-2.6987318415194750e-03" rms="4.1084861755371094e-01" purity="4.0252202749252319e-01" nType="0">
7070 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7172539383172989e-02" rms="2.8454172611236572e-01" purity="1.1675447225570679e-01" nType="-99"/>
7071 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.0636021923273802e-04" rms="4.2062047123908997e-01" purity="4.3030455708503723e-01" nType="-99"/>
7072 </Node>
7073 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.4071680009365082e-01" cType="1" res="3.0310703441500664e-02" rms="4.0908870100975037e-01" purity="7.0010209083557129e-01" nType="0">
7074 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1268565207719803e-02" rms="4.7072371840476990e-01" purity="4.7595301270484924e-01" nType="-99"/>
7075 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8949831612408161e-03" rms="3.8111630082130432e-01" purity="7.8468477725982666e-01" nType="-99"/>
7076 </Node>
7077 </Node>
7078 </BinaryTree>
7079 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="611">
7080 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1429577656090260e-03" cType="1" res="-6.2921876087784767e-03" rms="4.0119317173957825e-01" purity="4.9450641870498657e-01" nType="0">
7081 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.1924055814743042e+00" cType="1" res="-2.1244453266263008e-02" rms="3.9481675624847412e-01" purity="4.4375324249267578e-01" nType="0">
7082 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1128736920654774e-03" rms="3.9412385225296021e-01" purity="4.2724621295928955e-01" nType="-99"/>
7083 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6271982118487358e-02" rms="3.9521372318267822e-01" purity="5.9221160411834717e-01" nType="-99"/>
7084 </Node>
7085 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.0355000495910645e-01" cType="1" res="5.0228820182383060e-03" rms="4.0558567643165588e-01" purity="5.3291368484497070e-01" nType="0">
7086 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.2760904654860497e-03" rms="3.9465567469596863e-01" purity="3.9499330520629883e-01" nType="-99"/>
7087 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2199247293174267e-03" rms="4.1129252314567566e-01" purity="6.1470836400985718e-01" nType="-99"/>
7088 </Node>
7089 </Node>
7090 </BinaryTree>
7091 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="612">
7092 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.6671545505523682e-01" cType="1" res="4.6841744333505630e-03" rms="4.1402342915534973e-01" purity="5.0264489650726318e-01" nType="0">
7093 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.4795659184455872e-01" cType="1" res="1.4830584637820721e-02" rms="4.1073581576347351e-01" purity="4.4601202011108398e-01" nType="0">
7094 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2149288086220622e-03" rms="4.0731549263000488e-01" purity="4.0073490142822266e-01" nType="-99"/>
7095 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6058089211583138e-02" rms="4.2212337255477905e-01" purity="6.4269834756851196e-01" nType="-99"/>
7096 </Node>
7097 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.8700519204139709e-01" cType="1" res="-2.4976164102554321e-02" rms="4.2209124565124512e-01" purity="6.6819632053375244e-01" nType="0">
7098 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9677376374602318e-02" rms="4.3160715699195862e-01" purity="5.8666050434112549e-01" nType="-99"/>
7099 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2065707016736269e-03" rms="4.1739642620086670e-01" purity="6.9654071331024170e-01" nType="-99"/>
7100 </Node>
7101 </Node>
7102 </BinaryTree>
7103 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="613">
7104 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="2.2598116192966700e-03" rms="4.0687373280525208e-01" purity="5.1067382097244263e-01" nType="0">
7105 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="6.4192044734954834e-01" cType="1" res="-3.3832434564828873e-02" rms="3.7106779217720032e-01" purity="3.7798690795898438e-01" nType="0">
7106 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9077293574810028e-02" rms="3.5657683014869690e-01" purity="2.5290918350219727e-01" nType="-99"/>
7107 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6346790194511414e-03" rms="3.9806514978408813e-01" purity="6.9056916236877441e-01" nType="-99"/>
7108 </Node>
7109 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.5862212777137756e-01" cType="1" res="1.0027808137238026e-02" rms="4.1376399993896484e-01" purity="5.3923153877258301e-01" nType="0">
7110 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1245796494185925e-03" rms="4.1119915246963501e-01" purity="5.2155387401580811e-01" nType="-99"/>
7111 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.3228653743863106e-03" rms="4.2263820767402649e-01" purity="6.1273854970932007e-01" nType="-99"/>
7112 </Node>
7113 </Node>
7114 </BinaryTree>
7115 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="614">
7116 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="-1.0960933286696672e-03" rms="4.1787454485893250e-01" purity="4.9241784214973450e-01" nType="0">
7117 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.7554704546928406e-01" cType="1" res="8.7674399837851524e-03" rms="4.1297867894172668e-01" purity="4.9253845214843750e-01" nType="0">
7118 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.4863343723118305e-03" rms="4.0750002861022949e-01" purity="3.8576090335845947e-01" nType="-99"/>
7119 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5701096747070551e-03" rms="4.2041918635368347e-01" purity="6.5294939279556274e-01" nType="-99"/>
7120 </Node>
7121 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.4626587629318237e-01" cType="1" res="-1.5051273629069328e-02" rms="4.2431339621543884e-01" purity="4.9224725365638733e-01" nType="0">
7122 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.3137874715030193e-03" rms="4.2077121138572693e-01" purity="4.6441942453384399e-01" nType="-99"/>
7123 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.2271033897995949e-03" rms="4.3599110841751099e-01" purity="6.1158037185668945e-01" nType="-99"/>
7124 </Node>
7125 </Node>
7126 </BinaryTree>
7127 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="615">
7128 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="2.0319867134094238e-01" cType="1" res="-5.8122299378737807e-04" rms="4.0805780887603760e-01" purity="4.9254089593887329e-01" nType="0">
7129 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="7.7411614358425140e-02" cType="1" res="6.9419257342815399e-03" rms="4.0170744061470032e-01" purity="4.3232864141464233e-01" nType="0">
7130 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9504117816686630e-03" rms="3.9655527472496033e-01" purity="3.7936469912528992e-01" nType="-99"/>
7131 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4847025051712990e-03" rms="4.0799382328987122e-01" purity="5.0376343727111816e-01" nType="-99"/>
7132 </Node>
7133 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.3327736854553223e-01" cType="1" res="-2.1224096417427063e-02" rms="4.2431095242500305e-01" purity="6.5775817632675171e-01" nType="0">
7134 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2299745827913284e-02" rms="4.5325487852096558e-01" purity="4.3687430024147034e-01" nType="-99"/>
7135 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.7981145801022649e-04" rms="4.1635072231292725e-01" purity="6.9292795658111572e-01" nType="-99"/>
7136 </Node>
7137 </Node>
7138 </BinaryTree>
7139 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="616">
7140 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7514572143554688e-01" cType="1" res="1.2002146802842617e-02" rms="4.1425538063049316e-01" purity="5.1219177246093750e-01" nType="0">
7141 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.6574184447526932e-02" cType="1" res="2.3199563845992088e-02" rms="4.1804966330528259e-01" purity="4.3291273713111877e-01" nType="0">
7142 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8913886994123459e-02" rms="2.0062091946601868e-01" purity="4.2865287512540817e-02" nType="-99"/>
7143 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.3509523645043373e-03" rms="4.2445543408393860e-01" purity="4.4961142539978027e-01" nType="-99"/>
7144 </Node>
7145 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3495733737945557e-01" cType="1" res="-1.0327435098588467e-02" rms="4.0566152334213257e-01" purity="6.7028784751892090e-01" nType="0">
7146 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.9334788024425507e-03" rms="4.4484886527061462e-01" purity="4.3799436092376709e-01" nType="-99"/>
7147 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0504318634048104e-03" rms="3.7985080480575562e-01" purity="8.0822676420211792e-01" nType="-99"/>
7148 </Node>
7149 </Node>
7150 </BinaryTree>
7151 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="617">
7152 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5238003134727478e-02" cType="1" res="-1.3045510277152061e-03" rms="4.1014879941940308e-01" purity="5.0086146593093872e-01" nType="0">
7153 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="1.8137712031602859e-03" rms="4.0901881456375122e-01" purity="4.9964687228202820e-01" nType="0">
7154 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6000874340534210e-02" rms="3.3736741542816162e-01" purity="3.0247122049331665e-01" nType="-99"/>
7155 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0866023367270827e-03" rms="4.1169977188110352e-01" purity="5.0812935829162598e-01" nType="-99"/>
7156 </Node>
7157 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1012855693697929e-02" rms="4.2980688810348511e-01" purity="5.3036707639694214e-01" nType="-99"/>
7158 </Node>
7159 </BinaryTree>
7160 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="618">
7161 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.9857143402099609e+01" cType="1" res="8.0811727093532681e-04" rms="4.1135922074317932e-01" purity="4.9566334486007690e-01" nType="0">
7162 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.5687838792800903e+00" cType="1" res="4.6510980464518070e-03" rms="4.1354924440383911e-01" purity="5.0079542398452759e-01" nType="0">
7163 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1389313042163849e-03" rms="4.1361230611801147e-01" purity="4.9920883774757385e-01" nType="-99"/>
7164 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8811305984854698e-02" rms="4.0527307987213135e-01" purity="5.4156953096389771e-01" nType="-99"/>
7165 </Node>
7166 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7772327885031700e-02" rms="3.4070613980293274e-01" purity="3.7063750624656677e-01" nType="-99"/>
7167 </Node>
7168 </BinaryTree>
7169 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="619">
7170 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7590639591217041e-01" cType="1" res="8.1529712770134211e-04" rms="4.1539266705513000e-01" purity="4.9510109424591064e-01" nType="0">
7171 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="1.5159958973526955e-02" rms="4.1426637768745422e-01" purity="4.2525199055671692e-01" nType="0">
7172 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3123858720064163e-02" rms="3.5444694757461548e-01" purity="2.5056675076484680e-01" nType="-99"/>
7173 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.5807583741843700e-03" rms="4.2251762747764587e-01" purity="4.5367375016212463e-01" nType="-99"/>
7174 </Node>
7175 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.9025076180696487e-02" cType="1" res="-2.8959486633539200e-02" rms="4.1614538431167603e-01" purity="6.4008492231369019e-01" nType="0">
7176 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6150722280144691e-02" rms="4.2178598046302795e-01" purity="5.9505707025527954e-01" nType="-99"/>
7177 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3713819943368435e-03" rms="4.0147319436073303e-01" purity="7.2114783525466919e-01" nType="-99"/>
7178 </Node>
7179 </Node>
7180 </BinaryTree>
7181 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="620">
7182 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4101780354976654e-01" cType="1" res="2.6633983943611383e-03" rms="4.1700017452239990e-01" purity="4.9088555574417114e-01" nType="0">
7183 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.8359845876693726e-01" cType="1" res="1.9562736153602600e-02" rms="3.8015210628509521e-01" purity="2.5947415828704834e-01" nType="0">
7184 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0316789634525776e-03" rms="3.6329227685928345e-01" purity="2.1915361285209656e-01" nType="-99"/>
7185 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1389463916420937e-02" rms="4.6423742175102234e-01" purity="5.0505042076110840e-01" nType="-99"/>
7186 </Node>
7187 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.6877901554107666e-01" cType="1" res="-6.6264756023883820e-03" rms="4.3565237522125244e-01" purity="6.1809653043746948e-01" nType="0">
7188 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3932632543146610e-03" rms="4.3885457515716553e-01" purity="6.0846811532974243e-01" nType="-99"/>
7189 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6056133732199669e-03" rms="4.2131552100181580e-01" purity="6.5378522872924805e-01" nType="-99"/>
7190 </Node>
7191 </Node>
7192 </BinaryTree>
7193 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="621">
7194 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.6030565500259399e+00" cType="1" res="-1.0077201761305332e-02" rms="4.1752359271049500e-01" purity="4.7991156578063965e-01" nType="0">
7195 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3806402459740639e-03" cType="1" res="-6.6914074122905731e-03" rms="4.1680794954299927e-01" purity="4.8088037967681885e-01" nType="0">
7196 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.3594273999333382e-03" rms="4.2353510856628418e-01" purity="5.3177219629287720e-01" nType="-99"/>
7197 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6292208135128021e-03" rms="4.1436225175857544e-01" purity="4.6621575951576233e-01" nType="-99"/>
7198 </Node>
7199 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3441107720136642e-02" rms="4.2549848556518555e-01" purity="4.4729667901992798e-01" nType="-99"/>
7200 </Node>
7201 </BinaryTree>
7202 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="622">
7203 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="3.5311805550009012e-03" rms="4.1609418392181396e-01" purity="4.9321401119232178e-01" nType="0">
7204 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="1.0719744488596916e-02" rms="4.1727828979492188e-01" purity="5.0033527612686157e-01" nType="0">
7205 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4288576319813728e-02" rms="4.0670120716094971e-01" purity="4.2953038215637207e-01" nType="-99"/>
7206 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5795519407838583e-04" rms="4.1913291811943054e-01" purity="5.1561218500137329e-01" nType="-99"/>
7207 </Node>
7208 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.9036518409848213e-02" cType="1" res="-3.9363138377666473e-02" rms="4.0632218122482300e-01" purity="4.5072129368782043e-01" nType="0">
7209 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1816866472363472e-02" rms="3.8771036267280579e-01" purity="3.8028085231781006e-01" nType="-99"/>
7210 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1019052043557167e-03" rms="4.3145084381103516e-01" purity="5.7679373025894165e-01" nType="-99"/>
7211 </Node>
7212 </Node>
7213 </BinaryTree>
7214 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="623">
7215 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.3332772552967072e-02" cType="1" res="-2.3193485103547573e-03" rms="4.0353712439537048e-01" purity="5.0151532888412476e-01" nType="0">
7216 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.6983594521880150e-02" cType="1" res="2.5188436266034842e-03" rms="4.0355530381202698e-01" purity="4.8935109376907349e-01" nType="0">
7217 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.6945300204679370e-04" rms="4.0118598937988281e-01" purity="4.7583338618278503e-01" nType="-99"/>
7218 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4391745440661907e-02" rms="4.2427697777748108e-01" purity="6.3089478015899658e-01" nType="-99"/>
7219 </Node>
7220 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3850923776626587e-01" cType="1" res="-2.8241824358701706e-02" rms="4.0245023369789124e-01" purity="5.6669014692306519e-01" nType="0">
7221 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4421695619821548e-02" rms="3.8423010706901550e-01" purity="2.7650570869445801e-01" nType="-99"/>
7222 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5028876522555947e-04" rms="4.0762978792190552e-01" purity="7.0827341079711914e-01" nType="-99"/>
7223 </Node>
7224 </Node>
7225 </BinaryTree>
7226 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="624">
7227 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5237936079502106e-02" cType="1" res="8.0282241106033325e-03" rms="4.1909313201904297e-01" purity="4.9878507852554321e-01" nType="0">
7228 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.7637280225753784e-01" cType="1" res="1.0958976112306118e-02" rms="4.1771912574768066e-01" purity="4.9945622682571411e-01" nType="0">
7229 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.5096127800643444e-03" rms="4.1928949952125549e-01" purity="4.2047989368438721e-01" nType="-99"/>
7230 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9123846217989922e-03" rms="4.1352137923240662e-01" purity="6.5488433837890625e-01" nType="-99"/>
7231 </Node>
7232 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1753270179033279e-02" rms="4.4979369640350342e-01" purity="4.7846701741218567e-01" nType="-99"/>
7233 </Node>
7234 </BinaryTree>
7235 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="625">
7236 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.5718008279800415e+00" cType="1" res="-1.0209896136075258e-03" rms="4.1047033667564392e-01" purity="4.9671149253845215e-01" nType="0">
7237 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="2.1466196049004793e-03" rms="4.1095763444900513e-01" purity="4.9673035740852356e-01" nType="0">
7238 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9856848996132612e-03" rms="4.1053801774978638e-01" purity="5.0527364015579224e-01" nType="-99"/>
7239 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.7520799823105335e-03" rms="4.1107925772666931e-01" purity="4.6584102511405945e-01" nType="-99"/>
7240 </Node>
7241 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5594610720872879e-02" rms="3.8599643111228943e-01" purity="4.9618035554885864e-01" nType="-99"/>
7242 </Node>
7243 </BinaryTree>
7244 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="626">
7245 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="-5.6894114241003990e-03" rms="4.1194710135459900e-01" purity="4.8527696728706360e-01" nType="0">
7246 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3807361721992493e-02" cType="1" res="-5.0308242440223694e-02" rms="3.7314212322235107e-01" purity="3.4912917017936707e-01" nType="0">
7247 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.1070799604058266e-03" rms="3.7777024507522583e-01" purity="3.5218003392219543e-01" nType="-99"/>
7248 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1190154850482941e-02" rms="3.4318813681602478e-01" purity="3.3953779935836792e-01" nType="-99"/>
7249 </Node>
7250 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.8661796450614929e-01" cType="1" res="3.6641946062445641e-03" rms="4.1902524232864380e-01" purity="5.1381808519363403e-01" nType="0">
7251 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.8880685828626156e-03" rms="3.9693120121955872e-01" purity="3.6327561736106873e-01" nType="-99"/>
7252 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.1374685242772102e-03" rms="4.2884930968284607e-01" purity="5.8692282438278198e-01" nType="-99"/>
7253 </Node>
7254 </Node>
7255 </BinaryTree>
7256 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="627">
7257 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="-1.1105567216873169e-02" rms="3.9857056736946106e-01" purity="4.9034166336059570e-01" nType="0">
7258 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="6.0952382087707520e+00" cType="1" res="3.3641640096902847e-02" rms="3.8925728201866150e-01" purity="4.4833761453628540e-01" nType="0">
7259 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9341576844453812e-02" rms="4.0355116128921509e-01" purity="4.3814244866371155e-01" nType="-99"/>
7260 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5974264824762940e-03" rms="3.6509436368942261e-01" purity="4.6240806579589844e-01" nType="-99"/>
7261 </Node>
7262 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.4423411488533020e-01" cType="1" res="-2.2470166906714439e-02" rms="4.0010535717010498e-01" purity="5.0100964307785034e-01" nType="0">
7263 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4384958893060684e-02" rms="3.5672605037689209e-01" purity="2.1413300931453705e-01" nType="-99"/>
7264 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8765355236828327e-03" rms="4.1962376236915588e-01" purity="6.4438229799270630e-01" nType="-99"/>
7265 </Node>
7266 </Node>
7267 </BinaryTree>
7268 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="628">
7269 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1907589621841908e-02" cType="1" res="7.4400068260729313e-03" rms="4.1236269474029541e-01" purity="4.9612390995025635e-01" nType="0">
7270 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="6.8008187226951122e-03" cType="1" res="2.1161396056413651e-02" rms="4.1353502869606018e-01" purity="4.5946815609931946e-01" nType="0">
7271 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7013963079079986e-03" rms="4.1178962588310242e-01" purity="4.5780476927757263e-01" nType="-99"/>
7272 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9409649074077606e-02" rms="4.1537624597549438e-01" purity="4.6439474821090698e-01" nType="-99"/>
7273 </Node>
7274 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.3850228786468506e-01" cType="1" res="-1.0729447938501835e-02" rms="4.1009935736656189e-01" purity="5.4466235637664795e-01" nType="0">
7275 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1518575251102448e-02" rms="4.0739434957504272e-01" purity="3.9640057086944580e-01" nType="-99"/>
7276 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7914284728467464e-03" rms="4.1053596138954163e-01" purity="6.4291620254516602e-01" nType="-99"/>
7277 </Node>
7278 </Node>
7279 </BinaryTree>
7280 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="629">
7281 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="-1.0119694052264094e-03" rms="4.1710171103477478e-01" purity="4.9101865291595459e-01" nType="0">
7282 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.5707529634237289e-02" cType="1" res="-5.7140816934406757e-03" rms="4.1754454374313354e-01" purity="4.8671621084213257e-01" nType="0">
7283 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2109555322676897e-03" rms="4.1551253199577332e-01" purity="4.7062462568283081e-01" nType="-99"/>
7284 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.4491431005299091e-03" rms="4.2842951416969299e-01" purity="5.8728253841400146e-01" nType="-99"/>
7285 </Node>
7286 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.3034007847309113e-01" cType="1" res="4.8294540494680405e-02" rms="4.0918859839439392e-01" purity="5.3613460063934326e-01" nType="0">
7287 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7995305135846138e-02" rms="3.9820083975791931e-01" purity="3.5847872495651245e-01" nType="-99"/>
7288 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.2881598025560379e-03" rms="4.1352170705795288e-01" purity="6.3163435459136963e-01" nType="-99"/>
7289 </Node>
7290 </Node>
7291 </BinaryTree>
7292 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="630">
7293 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="7.4750411510467529e-01" cType="1" res="7.1623590774834156e-03" rms="4.0753614902496338e-01" purity="5.0698900222778320e-01" nType="0">
7294 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.9524998664855957e-01" cType="1" res="4.1312472894787788e-03" rms="4.0697044134140015e-01" purity="4.9082255363464355e-01" nType="0">
7295 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9553611055016518e-03" rms="4.0497761964797974e-01" purity="4.8797065019607544e-01" nType="-99"/>
7296 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8166745081543922e-02" rms="4.5284205675125122e-01" purity="5.7127737998962402e-01" nType="-99"/>
7297 </Node>
7298 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3848333619534969e-02" rms="4.1322255134582520e-01" purity="7.4591928720474243e-01" nType="-99"/>
7299 </Node>
7300 </BinaryTree>
7301 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="631">
7302 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.5708092153072357e-02" cType="1" res="4.8921827692538500e-04" rms="4.0670797228813171e-01" purity="4.9708080291748047e-01" nType="0">
7303 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.5711007118225098e+00" cType="1" res="-8.0025158822536469e-03" rms="4.0355908870697021e-01" purity="4.7576615214347839e-01" nType="0">
7304 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5860659768804908e-03" rms="4.0385976433753967e-01" purity="4.6320787072181702e-01" nType="-99"/>
7305 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7955357208848000e-02" rms="3.9492371678352356e-01" purity="7.1248942613601685e-01" nType="-99"/>
7306 </Node>
7307 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3850923776626587e-01" cType="1" res="4.9363423138856888e-02" rms="4.2106109857559204e-01" purity="6.1975723505020142e-01" nType="0">
7308 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4544322863221169e-02" rms="4.2317879199981689e-01" purity="4.8644283413887024e-01" nType="-99"/>
7309 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1524424925446510e-03" rms="4.1698178648948669e-01" purity="7.0548576116561890e-01" nType="-99"/>
7310 </Node>
7311 </Node>
7312 </BinaryTree>
7313 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="632">
7314 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1490377187728882e+00" cType="1" res="-4.7768090735189617e-04" rms="4.1196003556251526e-01" purity="4.9632832407951355e-01" nType="0">
7315 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.1071302741765976e-01" cType="1" res="-5.4437364451587200e-03" rms="4.1059437394142151e-01" purity="4.8467609286308289e-01" nType="0">
7316 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9000922590494156e-03" rms="3.8078698515892029e-01" purity="3.2828736305236816e-01" nType="-99"/>
7317 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8582491688430309e-03" rms="4.2321902513504028e-01" purity="5.5618643760681152e-01" nType="-99"/>
7318 </Node>
7319 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.8497546911239624e+00" cType="1" res="6.1369691044092178e-02" rms="4.2375561594963074e-01" purity="6.4144563674926758e-01" nType="0">
7320 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3815590888261795e-02" rms="4.3778720498085022e-01" purity="7.0841592550277710e-01" nType="-99"/>
7321 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.1982335969805717e-03" rms="3.9914414286613464e-01" purity="5.4880088567733765e-01" nType="-99"/>
7322 </Node>
7323 </Node>
7324 </BinaryTree>
7325 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="633">
7326 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0343171954154968e-01" cType="1" res="-5.0452407449483871e-03" rms="4.0878117084503174e-01" purity="4.9121081829071045e-01" nType="0">
7327 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.6703092455863953e-01" cType="1" res="1.6988368704915047e-02" rms="4.0937060117721558e-01" purity="3.8131433725357056e-01" nType="0">
7328 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8589976611547172e-04" rms="3.9600497484207153e-01" purity="3.1560704112052917e-01" nType="-99"/>
7329 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8908329308032990e-02" rms="4.5441812276840210e-01" purity="6.5050315856933594e-01" nType="-99"/>
7330 </Node>
7331 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.0393542498350143e-02" cType="1" res="-1.8721330910921097e-02" rms="4.0781658887863159e-01" purity="5.5942279100418091e-01" nType="0">
7332 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5690846852958202e-03" rms="4.0844812989234924e-01" purity="5.6152296066284180e-01" nType="-99"/>
7333 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8961073607206345e-02" rms="3.8831314444541931e-01" purity="5.2906280755996704e-01" nType="-99"/>
7334 </Node>
7335 </Node>
7336 </BinaryTree>
7337 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="634">
7338 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.2856961488723755e-02" cType="1" res="7.1125640533864498e-04" rms="4.0083438158035278e-01" purity="5.0673413276672363e-01" nType="0">
7339 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.0405054092407227e-03" cType="1" res="-3.2910204026848078e-03" rms="4.0023002028465271e-01" purity="4.9610090255737305e-01" nType="0">
7340 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.4302361831068993e-03" rms="3.9964336156845093e-01" purity="5.7995438575744629e-01" nType="-99"/>
7341 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.0056062862277031e-03" rms="3.9977851510047913e-01" purity="4.7176498174667358e-01" nType="-99"/>
7342 </Node>
7343 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.0368474721908569e-01" cType="1" res="5.1200773566961288e-02" rms="4.0499895811080933e-01" purity="6.4087402820587158e-01" nType="0">
7344 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3412864645943046e-03" rms="4.1539269685745239e-01" purity="4.8429304361343384e-01" nType="-99"/>
7345 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0115830004215240e-02" rms="3.9670127630233765e-01" purity="7.2872930765151978e-01" nType="-99"/>
7346 </Node>
7347 </Node>
7348 </BinaryTree>
7349 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="635">
7350 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="1.8578668823465705e-03" rms="4.0964365005493164e-01" purity="4.9733975529670715e-01" nType="0">
7351 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.4709685444831848e-01" cType="1" res="-3.2528646290302277e-02" rms="3.8068157434463501e-01" purity="3.6325007677078247e-01" nType="0">
7352 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8535285489633679e-03" rms="3.4353417158126831e-01" purity="2.4252846837043762e-01" nType="-99"/>
7353 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8713580444455147e-02" rms="4.2376950383186340e-01" purity="5.3010767698287964e-01" nType="-99"/>
7354 </Node>
7355 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.3813559673726559e-03" cType="1" res="9.4533255323767662e-03" rms="4.1538533568382263e-01" purity="5.2695804834365845e-01" nType="0">
7356 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5595419574528933e-03" rms="4.1110798716545105e-01" purity="5.2498632669448853e-01" nType="-99"/>
7357 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8889076095074415e-03" rms="4.1632279753684998e-01" purity="5.2745425701141357e-01" nType="-99"/>
7358 </Node>
7359 </Node>
7360 </BinaryTree>
7361 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="636">
7362 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1918177604675293e+00" cType="1" res="1.3567885616794229e-03" rms="4.0943071246147156e-01" purity="4.9473747611045837e-01" nType="0">
7363 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.2404835224151611e-01" cType="1" res="6.0447095893323421e-03" rms="4.0687981247901917e-01" purity="4.8010039329528809e-01" nType="0">
7364 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1935056429356337e-04" rms="4.0627357363700867e-01" purity="4.5016798377037048e-01" nType="-99"/>
7365 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6616387292742729e-02" rms="4.0742847323417664e-01" purity="7.3395580053329468e-01" nType="-99"/>
7366 </Node>
7367 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5272725448012352e-03" cType="1" res="-3.3336661756038666e-02" rms="4.2623665928840637e-01" purity="6.0306072235107422e-01" nType="0">
7368 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1352739781141281e-02" rms="4.2602840065956116e-01" purity="5.2128678560256958e-01" nType="-99"/>
7369 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7010354679077864e-03" rms="4.2017632722854614e-01" purity="6.5033745765686035e-01" nType="-99"/>
7370 </Node>
7371 </Node>
7372 </BinaryTree>
7373 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="637">
7374 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="1.3346234336495399e-02" rms="4.0766197443008423e-01" purity="5.1388645172119141e-01" nType="0">
7375 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.4274823665618896e+00" cType="1" res="5.7241320610046387e-03" rms="4.0602499246597290e-01" purity="5.0615406036376953e-01" nType="0">
7376 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7961054951883852e-04" rms="4.0787398815155029e-01" purity="4.7277671098709106e-01" nType="-99"/>
7377 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5622768551111221e-02" rms="3.8997325301170349e-01" purity="7.2764325141906738e-01" nType="-99"/>
7378 </Node>
7379 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.4828489720821381e-01" cType="1" res="5.3067959845066071e-02" rms="4.1382282972335815e-01" purity="5.5418258905410767e-01" nType="0">
7380 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2699007540941238e-02" rms="4.1009253263473511e-01" purity="3.8038554787635803e-01" nType="-99"/>
7381 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2314340136945248e-03" rms="4.1258820891380310e-01" purity="6.5998846292495728e-01" nType="-99"/>
7382 </Node>
7383 </Node>
7384 </BinaryTree>
7385 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="638">
7386 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.7820541858673096e+00" cType="1" res="-1.5439186245203018e-03" rms="4.1068688035011292e-01" purity="4.9419468641281128e-01" nType="0">
7387 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="7.6378440856933594e-01" cType="1" res="-4.1847326792776585e-03" rms="4.1043350100517273e-01" purity="4.8855414986610413e-01" nType="0">
7388 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6149927442893386e-04" rms="4.1030266880989075e-01" purity="4.8194298148155212e-01" nType="-99"/>
7389 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3865060880780220e-02" rms="4.0305146574974060e-01" purity="5.7285171747207642e-01" nType="-99"/>
7390 </Node>
7391 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7241112887859344e-02" rms="4.1146269440650940e-01" purity="6.3635861873626709e-01" nType="-99"/>
7392 </Node>
7393 </BinaryTree>
7394 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="639">
7395 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.6688076853752136e-01" cType="1" res="-6.3478020019829273e-03" rms="4.0864264965057373e-01" purity="4.9013468623161316e-01" nType="0">
7396 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.3806853890419006e-01" cType="1" res="-1.5869628638029099e-02" rms="4.0953409671783447e-01" purity="3.9915418624877930e-01" nType="0">
7397 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7118904981762171e-03" rms="4.0994945168495178e-01" purity="4.0548196434974670e-01" nType="-99"/>
7398 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8668824583292007e-02" rms="3.9037856459617615e-01" purity="3.0338734388351440e-01" nType="-99"/>
7399 </Node>
7400 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.3337380737066269e-02" cType="1" res="1.6931330785155296e-02" rms="4.0551462769508362e-01" purity="7.1256542205810547e-01" nType="0">
7401 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3459057081490755e-03" rms="4.0537905693054199e-01" purity="7.0066493749618530e-01" nType="-99"/>
7402 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4512459747493267e-02" rms="4.0358996391296387e-01" purity="7.4974292516708374e-01" nType="-99"/>
7403 </Node>
7404 </Node>
7405 </BinaryTree>
7406 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="640">
7407 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8088154047727585e-02" cType="1" res="2.2690226323902607e-03" rms="4.1303148865699768e-01" purity="4.9618205428123474e-01" nType="0">
7408 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.1431140899658203e+00" cType="1" res="7.3903785087168217e-03" rms="4.1084688901901245e-01" purity="4.9288913607597351e-01" nType="0">
7409 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9315056744962931e-03" rms="4.1237646341323853e-01" purity="4.8640182614326477e-01" nType="-99"/>
7410 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6881244257092476e-02" rms="3.7339532375335693e-01" purity="6.2438869476318359e-01" nType="-99"/>
7411 </Node>
7412 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.2634703218936920e-02" cType="1" res="-4.3585706502199173e-02" rms="4.2938631772994995e-01" purity="5.2566570043563843e-01" nType="0">
7413 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8082905337214470e-02" rms="4.0312939882278442e-01" purity="4.4789364933967590e-01" nType="-99"/>
7414 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6698585133999586e-03" rms="4.3961924314498901e-01" purity="5.6843703985214233e-01" nType="-99"/>
7415 </Node>
7416 </Node>
7417 </BinaryTree>
7418 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="641">
7419 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1400539018213749e-03" cType="1" res="1.0248261503875256e-02" rms="4.0993231534957886e-01" purity="5.0922071933746338e-01" nType="0">
7420 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.7579784877598286e-03" cType="1" res="2.6599125936627388e-02" rms="4.0626978874206543e-01" purity="4.9841845035552979e-01" nType="0">
7421 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5516251809895039e-03" rms="3.9948111772537231e-01" purity="5.0917762517929077e-01" nType="-99"/>
7422 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2939473390579224e-02" rms="4.2585185170173645e-01" purity="4.5980122685432434e-01" nType="-99"/>
7423 </Node>
7424 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.1815916821360588e-03" cType="1" res="-3.7654060870409012e-03" rms="4.1253006458282471e-01" purity="5.1847887039184570e-01" nType="0">
7425 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8210848569869995e-02" rms="3.7699064612388611e-01" purity="2.9327121376991272e-01" nType="-99"/>
7426 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3407665537670255e-03" rms="4.1484367847442627e-01" purity="5.4046744108200073e-01" nType="-99"/>
7427 </Node>
7428 </Node>
7429 </BinaryTree>
7430 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="642">
7431 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="2.0321102440357208e-01" cType="1" res="3.8999647949822247e-04" rms="4.0813529491424561e-01" purity="5.0145065784454346e-01" nType="0">
7432 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.4670575857162476e-01" cType="1" res="-8.9080678299069405e-03" rms="4.0083596110343933e-01" purity="4.1797035932540894e-01" nType="0">
7433 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.9314620709046721e-04" rms="4.0184050798416138e-01" purity="4.2507278919219971e-01" nType="-99"/>
7434 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7122255414724350e-02" rms="3.7207919359207153e-01" purity="3.0473843216896057e-01" nType="-99"/>
7435 </Node>
7436 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.0944818630814552e-02" cType="1" res="2.2471081465482712e-02" rms="4.2415165901184082e-01" purity="6.9970017671585083e-01" nType="0">
7437 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.1894050809787586e-05" rms="4.3341505527496338e-01" purity="6.6633778810501099e-01" nType="-99"/>
7438 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0248815417289734e-02" rms="3.9606830477714539e-01" purity="7.7948153018951416e-01" nType="-99"/>
7439 </Node>
7440 </Node>
7441 </BinaryTree>
7442 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="643">
7443 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="-5.9019611217081547e-03" rms="4.1212105751037598e-01" purity="4.8911398649215698e-01" nType="0">
7444 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.9121077656745911e-01" cType="1" res="2.6809113100171089e-02" rms="3.8097530603408813e-01" purity="4.4382962584495544e-01" nType="0">
7445 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3777363114058971e-02" rms="3.0093583464622498e-01" purity="2.0945230126380920e-01" nType="-99"/>
7446 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9785506650805473e-02" rms="4.3075352907180786e-01" purity="6.4083325862884521e-01" nType="-99"/>
7447 </Node>
7448 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.6095237731933594e+01" cType="1" res="-1.2207546271383762e-02" rms="4.1756361722946167e-01" purity="4.9784326553344727e-01" nType="0">
7449 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.8335290998220444e-03" rms="4.1741347312927246e-01" purity="4.8457470536231995e-01" nType="-99"/>
7450 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1991584263741970e-03" rms="4.1574430465698242e-01" purity="5.3974568843841553e-01" nType="-99"/>
7451 </Node>
7452 </Node>
7453 </BinaryTree>
7454 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="644">
7455 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="-9.0964678674936295e-03" rms="4.0941363573074341e-01" purity="4.8408320546150208e-01" nType="0">
7456 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1142857551574707e+01" cType="1" res="8.7124453857541084e-03" rms="4.0461266040802002e-01" purity="4.7780802845954895e-01" nType="0">
7457 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6215819679200649e-03" rms="4.0331509709358215e-01" purity="4.8821622133255005e-01" nType="-99"/>
7458 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7374312505125999e-02" rms="4.0418979525566101e-01" purity="4.2636138200759888e-01" nType="-99"/>
7459 </Node>
7460 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.7619392871856689e-01" cType="1" res="-2.2518934682011604e-02" rms="4.1248741745948792e-01" purity="4.8881277441978455e-01" nType="0">
7461 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0355911217629910e-02" rms="4.2222520709037781e-01" purity="3.7135046720504761e-01" nType="-99"/>
7462 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.8760587600991130e-04" rms="3.9499720931053162e-01" purity="6.7834913730621338e-01" nType="-99"/>
7463 </Node>
7464 </Node>
7465 </BinaryTree>
7466 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="645">
7467 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810507263988256e-03" cType="1" res="1.3705242890864611e-03" rms="4.1029283404350281e-01" purity="4.9423086643218994e-01" nType="0">
7468 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.9893471896648407e-01" cType="1" res="-3.5488292574882507e-02" rms="4.1210168600082397e-01" purity="4.6638938784599304e-01" nType="0">
7469 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4951349478214979e-03" rms="3.9095813035964966e-01" purity="4.3519008159637451e-01" nType="-99"/>
7470 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0732251927256584e-02" rms="4.4131770730018616e-01" purity="5.1803517341613770e-01" nType="-99"/>
7471 </Node>
7472 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.5463915914297104e-02" cType="1" res="1.0454505681991577e-02" rms="4.0933635830879211e-01" purity="5.0109249353408813e-01" nType="0">
7473 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8483899766579270e-03" rms="4.0697529911994934e-01" purity="4.9142169952392578e-01" nType="-99"/>
7474 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8027575686573982e-02" rms="4.3887829780578613e-01" purity="6.4523434638977051e-01" nType="-99"/>
7475 </Node>
7476 </Node>
7477 </BinaryTree>
7478 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="646">
7479 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.2452294826507568e-01" cType="1" res="1.4766024425625801e-02" rms="4.2124590277671814e-01" purity="4.9435654282569885e-01" nType="0">
7480 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.6131076738238335e-02" cType="1" res="4.3518885970115662e-02" rms="4.1132733225822449e-01" purity="3.3898463845252991e-01" nType="0">
7481 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.6085043624043465e-03" rms="3.9854443073272705e-01" purity="3.2155579328536987e-01" nType="-99"/>
7482 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8515236452221870e-02" rms="4.6277108788490295e-01" purity="4.2198967933654785e-01" nType="-99"/>
7483 </Node>
7484 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.4281336218118668e-02" cType="1" res="-1.4061916619539261e-02" rms="4.2903110384941101e-01" purity="6.5013414621353149e-01" nType="0">
7485 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0881735086441040e-03" rms="4.3098387122154236e-01" purity="6.1117535829544067e-01" nType="-99"/>
7486 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6619252273812890e-03" rms="4.2611503601074219e-01" purity="6.8877702951431274e-01" nType="-99"/>
7487 </Node>
7488 </Node>
7489 </BinaryTree>
7490 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="647">
7491 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.4283055439591408e-02" cType="1" res="7.7369706705212593e-03" rms="4.1475266218185425e-01" purity="5.0414717197418213e-01" nType="0">
7492 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.0544633865356445e+00" cType="1" res="1.9511807709932327e-02" rms="4.1189736127853394e-01" purity="4.7498714923858643e-01" nType="0">
7493 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.5179496780037880e-03" rms="4.1209658980369568e-01" purity="4.5419859886169434e-01" nType="-99"/>
7494 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4154109172523022e-02" rms="4.0415525436401367e-01" purity="6.7480891942977905e-01" nType="-99"/>
7495 </Node>
7496 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.7684251070022583e-02" cType="1" res="-1.0836248286068439e-02" rms="4.1854417324066162e-01" purity="5.5014324188232422e-01" nType="0">
7497 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8619676828384399e-02" rms="3.9303579926490784e-01" purity="3.9850464463233948e-01" nType="-99"/>
7498 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.8743210653774440e-05" rms="4.2009809613227844e-01" purity="5.6754928827285767e-01" nType="-99"/>
7499 </Node>
7500 </Node>
7501 </BinaryTree>
7502 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="648">
7503 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.0637990832328796e-01" cType="1" res="1.4757639728486538e-02" rms="4.1992953419685364e-01" purity="5.0449937582015991e-01" nType="0">
7504 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.8631526231765747e-01" cType="1" res="2.0166698843240738e-02" rms="4.1704773902893066e-01" purity="4.8695418238639832e-01" nType="0">
7505 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2587510980665684e-02" rms="4.0718746185302734e-01" purity="3.9290302991867065e-01" nType="-99"/>
7506 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9746555481106043e-03" rms="4.2208129167556763e-01" purity="5.4118257761001587e-01" nType="-99"/>
7507 </Node>
7508 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.4829243421554565e-01" cType="1" res="-3.0506493523716927e-02" rms="4.4071671366691589e-01" purity="6.5132141113281250e-01" nType="0">
7509 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8532274290919304e-02" rms="4.7027179598808289e-01" purity="5.0301027297973633e-01" nType="-99"/>
7510 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3205340150743723e-03" rms="4.0990436077117920e-01" purity="7.7451801300048828e-01" nType="-99"/>
7511 </Node>
7512 </Node>
7513 </BinaryTree>
7514 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="649">
7515 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.9036019220948219e-02" cType="1" res="1.4839776791632175e-02" rms="4.0766584873199463e-01" purity="5.1547086238861084e-01" nType="0">
7516 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="2.4745153263211250e-02" rms="4.0105479955673218e-01" purity="5.0059086084365845e-01" nType="0">
7517 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.4281602175906301e-04" rms="3.8559257984161377e-01" purity="4.4063386321067810e-01" nType="-99"/>
7518 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0128003545105457e-02" rms="4.0720680356025696e-01" purity="5.2750760316848755e-01" nType="-99"/>
7519 </Node>
7520 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.6714464426040649e-02" cType="1" res="-8.1844991073012352e-03" rms="4.2173543572425842e-01" purity="5.5005806684494019e-01" nType="0">
7521 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.8699061200022697e-03" rms="4.1742449998855591e-01" purity="5.1253199577331543e-01" nType="-99"/>
7522 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.9759294167160988e-03" rms="4.2466306686401367e-01" purity="6.0304182767868042e-01" nType="-99"/>
7523 </Node>
7524 </Node>
7525 </BinaryTree>
7526 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="650">
7527 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.6190578937530518e-02" cType="1" res="-5.9804590418934822e-03" rms="4.1207686066627502e-01" purity="4.8995050787925720e-01" nType="0">
7528 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.6000000000000000e+01" cType="1" res="-1.5412492677569389e-02" rms="4.0955525636672974e-01" purity="4.4880038499832153e-01" nType="0">
7529 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4486601685348433e-05" rms="4.0445208549499512e-01" purity="4.4719985127449036e-01" nType="-99"/>
7530 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.4251137450337410e-03" rms="4.1407081484794617e-01" purity="4.5041829347610474e-01" nType="-99"/>
7531 </Node>
7532 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.4129794687032700e-02" cType="1" res="2.1995509043335915e-02" rms="4.1821762919425964e-01" purity="6.1200410127639771e-01" nType="0">
7533 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6694815829396248e-02" rms="4.1633635759353638e-01" purity="6.4385753870010376e-01" nType="-99"/>
7534 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.8277737116441131e-04" rms="4.1761139035224915e-01" purity="5.9177982807159424e-01" nType="-99"/>
7535 </Node>
7536 </Node>
7537 </BinaryTree>
7538 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="651">
7539 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="1.2531024403870106e-02" rms="4.1139161586761475e-01" purity="5.1443356275558472e-01" nType="0">
7540 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.3137331008911133e+00" cType="1" res="2.0331492647528648e-02" rms="4.1166654229164124e-01" purity="5.1886779069900513e-01" nType="0">
7541 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.9287233054637909e-03" rms="4.1209632158279419e-01" purity="5.0984734296798706e-01" nType="-99"/>
7542 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0959043875336647e-02" rms="3.9423459768295288e-01" purity="6.9005507230758667e-01" nType="-99"/>
7543 </Node>
7544 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="1.7587058246135712e-01" cType="1" res="-1.5172005631029606e-02" rms="4.0921372175216675e-01" purity="4.9868562817573547e-01" nType="0">
7545 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2602632641792297e-02" rms="4.0995550155639648e-01" purity="3.2614350318908691e-01" nType="-99"/>
7546 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.2215436957776546e-03" rms="4.0780425071716309e-01" purity="5.2280634641647339e-01" nType="-99"/>
7547 </Node>
7548 </Node>
7549 </BinaryTree>
7550 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="652">
7551 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.2782994806766510e-01" cType="1" res="4.8227440565824509e-03" rms="4.1161832213401794e-01" purity="5.0269019603729248e-01" nType="0">
7552 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="-1.2572919949889183e-02" rms="3.9209243655204773e-01" purity="4.0022200345993042e-01" nType="0">
7553 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5952942892909050e-02" rms="3.5656425356864929e-01" purity="2.8371119499206543e-01" nType="-99"/>
7554 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9181754477322102e-04" rms="4.0578565001487732e-01" purity="4.5115670561790466e-01" nType="-99"/>
7555 </Node>
7556 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.2792577296495438e-02" cType="1" res="2.6496151462197304e-02" rms="4.3374547362327576e-01" purity="6.3035625219345093e-01" nType="0">
7557 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5424073040485382e-03" rms="4.3280699849128723e-01" purity="6.3261675834655762e-01" nType="-99"/>
7558 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6371121630072594e-02" rms="4.3645516037940979e-01" purity="6.0006171464920044e-01" nType="-99"/>
7559 </Node>
7560 </Node>
7561 </BinaryTree>
7562 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="653">
7563 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.0476027876138687e-02" cType="1" res="3.1506237573921680e-03" rms="4.1157805919647217e-01" purity="5.0328463315963745e-01" nType="0">
7564 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.7485818862915039e-01" cType="1" res="6.9926390424370766e-03" rms="4.0947955846786499e-01" purity="5.0074905157089233e-01" nType="0">
7565 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.5308913104236126e-03" rms="4.0816089510917664e-01" purity="4.2333588004112244e-01" nType="-99"/>
7566 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5414996091276407e-03" rms="4.1151961684226990e-01" purity="6.5953445434570312e-01" nType="-99"/>
7567 </Node>
7568 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.5215200185775757e-01" cType="1" res="-4.0020894259214401e-02" rms="4.3212005496025085e-01" purity="5.3177553415298462e-01" nType="0">
7569 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4577755937352777e-03" rms="4.1874071955680847e-01" purity="5.0259232521057129e-01" nType="-99"/>
7570 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4365736171603203e-02" rms="4.4647476077079773e-01" purity="5.7564592361450195e-01" nType="-99"/>
7571 </Node>
7572 </Node>
7573 </BinaryTree>
7574 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="654">
7575 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="9.3438011407852173e-01" cType="1" res="8.3892745897173882e-03" rms="4.0989774465560913e-01" purity="5.1349920034408569e-01" nType="0">
7576 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2981259226799011e-01" cType="1" res="1.1408841237425804e-02" rms="4.0898054838180542e-01" purity="5.0789380073547363e-01" nType="0">
7577 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2791493209078908e-03" rms="4.0075215697288513e-01" purity="4.1260600090026855e-01" nType="-99"/>
7578 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.4550157189369202e-03" rms="4.1925829648971558e-01" purity="6.4136654138565063e-01" nType="-99"/>
7579 </Node>
7580 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0996775478124619e-02" rms="4.2591750621795654e-01" purity="6.6492223739624023e-01" nType="-99"/>
7581 </Node>
7582 </BinaryTree>
7583 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="655">
7584 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4230572581291199e-01" cType="1" res="-4.7653848305344582e-03" rms="4.0418678522109985e-01" purity="5.0041806697845459e-01" nType="0">
7585 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.6145539283752441e-01" cType="1" res="-4.2956873774528503e-02" rms="3.4728527069091797e-01" purity="1.9350194931030273e-01" nType="0">
7586 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1017602868378162e-02" rms="3.4740531444549561e-01" purity="1.9824290275573730e-01" nType="-99"/>
7587 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8228772580623627e-02" rms="3.3265379071235657e-01" purity="1.5417362749576569e-01" nType="-99"/>
7588 </Node>
7589 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.5144381523132324e+00" cType="1" res="1.3510135933756828e-02" rms="4.2754718661308289e-01" purity="6.4728462696075439e-01" nType="0">
7590 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.5277457684278488e-03" rms="4.2775475978851318e-01" purity="6.4462441205978394e-01" nType="-99"/>
7591 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1044473387300968e-02" rms="4.2144808173179626e-01" purity="6.8132537603378296e-01" nType="-99"/>
7592 </Node>
7593 </Node>
7594 </BinaryTree>
7595 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="656">
7596 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="9.0511357411742210e-03" rms="4.0945658087730408e-01" purity="5.1153653860092163e-01" nType="0">
7597 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1666666984558105e+01" cType="1" res="4.9775801599025726e-03" rms="4.0998354554176331e-01" purity="5.0813460350036621e-01" nType="0">
7598 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7947054952383041e-03" rms="3.9223882555961609e-01" purity="4.5267391204833984e-01" nType="-99"/>
7599 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8655537646263838e-03" rms="4.1880846023559570e-01" purity="5.3759109973907471e-01" nType="-99"/>
7600 </Node>
7601 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7940579243004322e-03" cType="1" res="5.6052934378385544e-02" rms="4.0033945441246033e-01" purity="5.5078828334808350e-01" nType="0">
7602 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6613747701048851e-02" rms="3.9314335584640503e-01" purity="5.7997131347656250e-01" nType="-99"/>
7603 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.3009870722889900e-03" rms="4.0248900651931763e-01" purity="5.3233557939529419e-01" nType="-99"/>
7604 </Node>
7605 </Node>
7606 </BinaryTree>
7607 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="657">
7608 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.3468016386032104e+00" cType="1" res="-1.1272126575931907e-03" rms="4.0932387113571167e-01" purity="5.0160729885101318e-01" nType="0">
7609 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.4974827766418457e-01" cType="1" res="-4.7611813060939312e-03" rms="4.0977695584297180e-01" purity="4.8173460364341736e-01" nType="0">
7610 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.3393270829692483e-04" rms="4.0548071265220642e-01" purity="4.7579443454742432e-01" nType="-99"/>
7611 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1633376590907574e-02" rms="4.3186929821968079e-01" purity="5.1658320426940918e-01" nType="-99"/>
7612 </Node>
7613 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2302904389798641e-02" rms="4.0086331963539124e-01" purity="7.4965995550155640e-01" nType="-99"/>
7614 </Node>
7615 </BinaryTree>
7616 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="658">
7617 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3513345420360565e-01" cType="1" res="-1.2222129851579666e-02" rms="4.0397527813911438e-01" purity="4.9165925383567810e-01" nType="0">
7618 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.8533438742160797e-02" cType="1" res="-3.3206056803464890e-02" rms="3.8465803861618042e-01" purity="2.7278196811676025e-01" nType="0">
7619 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.3230752237141132e-03" rms="3.8404184579849243e-01" purity="2.6001566648483276e-01" nType="-99"/>
7620 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0138923078775406e-02" rms="3.8289493322372437e-01" purity="3.0601915717124939e-01" nType="-99"/>
7621 </Node>
7622 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5742404460906982e+00" cType="1" res="6.4292196184396744e-03" rms="4.1952061653137207e-01" purity="6.8620604276657104e-01" nType="0">
7623 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.0194474644958973e-04" rms="4.2026919126510620e-01" purity="6.7921507358551025e-01" nType="-99"/>
7624 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3384784571826458e-02" rms="4.1301074624061584e-01" purity="7.2120040655136108e-01" nType="-99"/>
7625 </Node>
7626 </Node>
7627 </BinaryTree>
7628 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="659">
7629 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="-5.7604326866567135e-03" rms="4.0646353363990784e-01" purity="5.0108027458190918e-01" nType="0">
7630 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="7.0002651214599609e-01" cType="1" res="-9.8373098298907280e-03" rms="4.0547478199005127e-01" purity="4.9925014376640320e-01" nType="0">
7631 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8643662594258785e-03" rms="4.0288934111595154e-01" purity="4.5270803570747375e-01" nType="-99"/>
7632 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.3310572877526283e-03" rms="4.1548389196395874e-01" purity="7.1107435226440430e-01" nType="-99"/>
7633 </Node>
7634 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0929299294948578e-02" rms="4.1761061549186707e-01" purity="5.3963077068328857e-01" nType="-99"/>
7635 </Node>
7636 </BinaryTree>
7637 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="660">
7638 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="2.9211381915956736e-03" rms="4.1009235382080078e-01" purity="5.0008225440979004e-01" nType="0">
7639 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4346372485160828e-01" cType="1" res="-2.4125523865222931e-02" rms="3.9058986306190491e-01" purity="4.3436467647552490e-01" nType="0">
7640 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4688607081770897e-02" rms="2.8558158874511719e-01" purity="1.0025119036436081e-01" nType="-99"/>
7641 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3191242944449186e-03" rms="4.3422427773475647e-01" purity="6.0691875219345093e-01" nType="-99"/>
7642 </Node>
7643 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.7564038038253784e-01" cType="1" res="1.5229281969368458e-02" rms="4.1808784008026123e-01" purity="5.2998834848403931e-01" nType="0">
7644 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.4668212113901973e-04" rms="4.2128011584281921e-01" purity="4.2963185906410217e-01" nType="-99"/>
7645 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.7449105232954025e-03" rms="4.1191825270652771e-01" purity="6.9856804609298706e-01" nType="-99"/>
7646 </Node>
7647 </Node>
7648 </BinaryTree>
7649 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="661">
7650 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3809492588043213e-02" cType="1" res="1.2295248918235302e-02" rms="4.1117504239082336e-01" purity="5.1236522197723389e-01" nType="0">
7651 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.4011986572295427e-03" cType="1" res="2.3114265874028206e-02" rms="4.0958744287490845e-01" purity="4.9575781822204590e-01" nType="0">
7652 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3343620114028454e-02" rms="4.2991226911544800e-01" purity="5.3473693132400513e-01" nType="-99"/>
7653 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1214021835476160e-03" rms="3.9534586668014526e-01" purity="4.7103607654571533e-01" nType="-99"/>
7654 </Node>
7655 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.0600418746471405e-01" cType="1" res="-1.9007915630936623e-02" rms="4.1414546966552734e-01" purity="5.6041634082794189e-01" nType="0">
7656 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2053137421607971e-02" rms="3.9555013179779053e-01" purity="3.4221655130386353e-01" nType="-99"/>
7657 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7667295178398490e-03" rms="4.1692250967025757e-01" purity="6.0684800148010254e-01" nType="-99"/>
7658 </Node>
7659 </Node>
7660 </BinaryTree>
7661 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="662">
7662 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="4.9813644727692008e-04" rms="4.1088190674781799e-01" purity="5.0006121397018433e-01" nType="0">
7663 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.3919482529163361e-01" cType="1" res="1.2372461147606373e-02" rms="4.0801540017127991e-01" purity="5.0846648216247559e-01" nType="0">
7664 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5374620445072651e-02" rms="3.8212090730667114e-01" purity="2.3647779226303101e-01" nType="-99"/>
7665 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9204122256487608e-04" rms="4.1950207948684692e-01" purity="6.4212530851364136e-01" nType="-99"/>
7666 </Node>
7667 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.1432157419621944e-03" cType="1" res="-1.7014745622873306e-02" rms="4.1445305943489075e-01" purity="4.8766461014747620e-01" nType="0">
7668 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6479603946208954e-02" rms="4.1041061282157898e-01" purity="4.1040331125259399e-01" nType="-99"/>
7669 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2804460972547531e-03" rms="4.1451355814933777e-01" purity="5.4699856042861938e-01" nType="-99"/>
7670 </Node>
7671 </Node>
7672 </BinaryTree>
7673 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="663">
7674 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="9.5238918438553810e-03" cType="1" res="8.7785245850682259e-03" rms="4.1266533732414246e-01" purity="5.0941944122314453e-01" nType="0">
7675 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.4159753322601318e+00" cType="1" res="3.2379928976297379e-02" rms="4.1355574131011963e-01" purity="4.9328228831291199e-01" nType="0">
7676 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1181384325027466e-02" rms="4.1402357816696167e-01" purity="4.8319143056869507e-01" nType="-99"/>
7677 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5249885618686676e-02" rms="3.9838585257530212e-01" purity="6.1959683895111084e-01" nType="-99"/>
7678 </Node>
7679 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.2653573900461197e-02" cType="1" res="-1.8209375441074371e-02" rms="4.0998312830924988e-01" purity="5.2787208557128906e-01" nType="0">
7680 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0407986119389534e-02" rms="4.0024384856224060e-01" purity="4.8207938671112061e-01" nType="-99"/>
7681 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3457549288868904e-03" rms="4.2386117577552795e-01" purity="6.0382300615310669e-01" nType="-99"/>
7682 </Node>
7683 </Node>
7684 </BinaryTree>
7685 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="664">
7686 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.4280761592090130e-02" cType="1" res="-5.7755233719944954e-03" rms="4.0846815705299377e-01" purity="4.9746504426002502e-01" nType="0">
7687 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="6.1196191236376762e-03" cType="1" res="-1.6677847132086754e-02" rms="4.0188235044479370e-01" purity="4.5088616013526917e-01" nType="0">
7688 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.3535547340288758e-04" rms="4.0984934568405151e-01" purity="4.8148277401924133e-01" nType="-99"/>
7689 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5204160474240780e-02" rms="3.8042721152305603e-01" purity="3.7956547737121582e-01" nType="-99"/>
7690 </Node>
7691 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="8.6944121122360229e-01" cType="1" res="1.1234375648200512e-02" rms="4.1796886920928955e-01" purity="5.7013785839080811e-01" nType="0">
7692 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.8806715533137321e-03" rms="4.1557475924491882e-01" purity="5.5972856283187866e-01" nType="-99"/>
7693 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5272461809217930e-02" rms="4.2762240767478943e-01" purity="6.4025592803955078e-01" nType="-99"/>
7694 </Node>
7695 </Node>
7696 </BinaryTree>
7697 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="665">
7698 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1450506448745728e+00" cType="1" res="3.9344052784144878e-03" rms="4.1839697957038879e-01" purity="4.9910160899162292e-01" nType="0">
7699 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="5.9925568103790283e-01" cType="1" res="-3.2144614960998297e-03" rms="4.1710126399993896e-01" purity="4.8108991980552673e-01" nType="0">
7700 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.7557802908122540e-04" rms="4.1398978233337402e-01" purity="4.7743591666221619e-01" nType="-99"/>
7701 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2334892302751541e-02" rms="4.4786301255226135e-01" purity="5.2896010875701904e-01" nType="-99"/>
7702 </Node>
7703 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.4292040839791298e-02" cType="1" res="7.7563889324665070e-02" rms="4.2456811666488647e-01" purity="6.8461251258850098e-01" nType="0">
7704 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4235820174217224e-02" rms="4.1486185789108276e-01" purity="7.3141670227050781e-01" nType="-99"/>
7705 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.8896359987556934e-03" rms="4.2430704832077026e-01" purity="5.9817802906036377e-01" nType="-99"/>
7706 </Node>
7707 </Node>
7708 </BinaryTree>
7709 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="666">
7710 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="1.2550090439617634e-02" rms="4.1064137220382690e-01" purity="5.1247745752334595e-01" nType="0">
7711 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8490036725997925e-02" rms="3.2859897613525391e-01" purity="2.1810527145862579e-01" nType="-99"/>
7712 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.9872360229492188e-01" cType="1" res="1.6012068837881088e-02" rms="4.1313034296035767e-01" purity="5.2397662401199341e-01" nType="0">
7713 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0571015086025000e-03" rms="4.1211962699890137e-01" purity="5.0801473855972290e-01" nType="-99"/>
7714 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6598710790276527e-02" rms="4.1924840211868286e-01" purity="6.6899484395980835e-01" nType="-99"/>
7715 </Node>
7716 </Node>
7717 </BinaryTree>
7718 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="667">
7719 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.6663860529661179e-02" cType="1" res="-5.8662053197622299e-03" rms="4.1183972358703613e-01" purity="4.9595814943313599e-01" nType="0">
7720 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.3477321714162827e-02" cType="1" res="-1.2839805334806442e-02" rms="4.0637162327766418e-01" purity="4.5196196436882019e-01" nType="0">
7721 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4755592457950115e-03" rms="4.0639817714691162e-01" purity="4.5380386710166931e-01" nType="-99"/>
7722 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0367056131362915e-02" rms="4.0145245194435120e-01" purity="4.2645999789237976e-01" nType="-99"/>
7723 </Node>
7724 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.1437479183077812e-02" cType="1" res="6.3341478817164898e-03" rms="4.2095774412155151e-01" purity="5.7292973995208740e-01" nType="0">
7725 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8436525017023087e-02" rms="4.4058007001876831e-01" purity="5.9731751680374146e-01" nType="-99"/>
7726 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4020434357225895e-03" rms="4.1441422700881958e-01" purity="5.6665134429931641e-01" nType="-99"/>
7727 </Node>
7728 </Node>
7729 </BinaryTree>
7730 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="668">
7731 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.6026697158813477e+00" cType="1" res="-6.5086316317319870e-03" rms="4.0060475468635559e-01" purity="4.9981692433357239e-01" nType="0">
7732 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.4881666004657745e-01" cType="1" res="-3.1102779321372509e-03" rms="4.0057736635208130e-01" purity="4.9982258677482605e-01" nType="0">
7733 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3513160198926926e-03" rms="3.8910937309265137e-01" purity="4.0085470676422119e-01" nType="-99"/>
7734 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2989924550056458e-03" rms="4.1864794492721558e-01" purity="6.6802740097045898e-01" nType="-99"/>
7735 </Node>
7736 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0143190175294876e-02" rms="3.8946518301963806e-01" purity="4.9965739250183105e-01" nType="-99"/>
7737 </Node>
7738 </BinaryTree>
7739 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="669">
7740 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="7.8021460212767124e-03" rms="4.1157308220863342e-01" purity="5.0868535041809082e-01" nType="0">
7741 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0477447211742401e-02" cType="1" res="2.5534249842166901e-02" rms="3.9741840958595276e-01" purity="5.0566422939300537e-01" nType="0">
7742 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.7012892365455627e-03" rms="3.9795222878456116e-01" purity="5.0827479362487793e-01" nType="-99"/>
7743 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3995821587741375e-02" rms="3.8213580846786499e-01" purity="4.7302398085594177e-01" nType="-99"/>
7744 </Node>
7745 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6667777672410011e-02" cType="1" res="-3.5645412281155586e-03" rms="4.2000240087509155e-01" purity="5.1062196493148804e-01" nType="0">
7746 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4175887703895569e-03" rms="4.1801086068153381e-01" purity="4.8974135518074036e-01" nType="-99"/>
7747 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0491734445095062e-03" rms="4.2208737134933472e-01" purity="5.5042028427124023e-01" nType="-99"/>
7748 </Node>
7749 </Node>
7750 </BinaryTree>
7751 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="670">
7752 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="8.7289512157440186e-03" rms="4.1153270006179810e-01" purity="5.1549559831619263e-01" nType="0">
7753 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="5.6689413031563163e-04" cType="1" res="4.2070370167493820e-02" rms="4.1403451561927795e-01" purity="5.7564586400985718e-01" nType="0">
7754 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0351078137755394e-02" rms="4.2609152197837830e-01" purity="6.2998044490814209e-01" nType="-99"/>
7755 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.0485314093530178e-03" rms="4.0595266222953796e-01" purity="5.5478847026824951e-01" nType="-99"/>
7756 </Node>
7757 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.8272156715393066e-01" cType="1" res="-1.2175411684438586e-03" rms="4.1025897860527039e-01" purity="4.9755141139030457e-01" nType="0">
7758 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.6813735496252775e-03" rms="3.9842092990875244e-01" purity="4.2265135049819946e-01" nType="-99"/>
7759 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.5600709058344364e-03" rms="4.2873999476432800e-01" purity="6.2576133012771606e-01" nType="-99"/>
7760 </Node>
7761 </Node>
7762 </BinaryTree>
7763 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="671">
7764 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.8134522438049316e+00" cType="1" res="-1.1888892389833927e-02" rms="4.0661919116973877e-01" purity="4.8846593499183655e-01" nType="0">
7765 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.7361409962177277e-01" cType="1" res="-9.4368336722254753e-03" rms="4.0640035271644592e-01" purity="4.9007856845855713e-01" nType="0">
7766 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.2068212106823921e-03" rms="3.7265515327453613e-01" purity="3.4839877486228943e-01" nType="-99"/>
7767 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8496928969398141e-03" rms="4.3282127380371094e-01" purity="6.1275273561477661e-01" nType="-99"/>
7768 </Node>
7769 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8961874544620514e-02" rms="4.0409654378890991e-01" purity="4.2777907848358154e-01" nType="-99"/>
7770 </Node>
7771 </BinaryTree>
7772 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="672">
7773 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7903034090995789e-01" cType="1" res="1.3802123256027699e-02" rms="4.1276893019676208e-01" purity="5.1942145824432373e-01" nType="0">
7774 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.7517959475517273e-01" cType="1" res="2.3381911218166351e-02" rms="4.0690660476684570e-01" purity="4.4408890604972839e-01" nType="0">
7775 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4152617920190096e-04" rms="3.9777976274490356e-01" purity="2.7282157540321350e-01" nType="-99"/>
7776 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3762241229414940e-02" rms="4.1740998625755310e-01" purity="6.8400305509567261e-01" nType="-99"/>
7777 </Node>
7778 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.0909856557846069e-01" cType="1" res="-3.1932857818901539e-03" rms="4.2243510484695435e-01" purity="6.5306824445724487e-01" nType="0">
7779 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.7584488317370415e-03" rms="4.2663219571113586e-01" purity="6.3652008771896362e-01" nType="-99"/>
7780 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.0707502998411655e-03" rms="4.1662079095840454e-01" purity="6.6972625255584717e-01" nType="-99"/>
7781 </Node>
7782 </Node>
7783 </BinaryTree>
7784 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="673">
7785 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.3942384719848633e+00" cType="1" res="-8.9282970875501633e-03" rms="4.0650629997253418e-01" purity="4.9458396434783936e-01" nType="0">
7786 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.7819685935974121e-01" cType="1" res="-1.3906838372349739e-02" rms="4.0863436460494995e-01" purity="4.7302183508872986e-01" nType="0">
7787 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.2476343959569931e-03" rms="3.9995568990707397e-01" purity="3.6156904697418213e-01" nType="-99"/>
7788 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3280386812984943e-03" rms="4.2149284482002258e-01" purity="6.5572142601013184e-01" nType="-99"/>
7789 </Node>
7790 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9270306453108788e-02" rms="3.6831814050674438e-01" purity="7.9732114076614380e-01" nType="-99"/>
7791 </Node>
7792 </BinaryTree>
7793 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="674">
7794 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.3603399991989136e+00" cType="1" res="-2.5153635069727898e-03" rms="4.1428104043006897e-01" purity="4.9444594979286194e-01" nType="0">
7795 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.5093819499015808e-01" cType="1" res="-6.7117456346750259e-03" rms="4.1586887836456299e-01" purity="4.8077234625816345e-01" nType="0">
7796 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5798698877915740e-03" rms="4.1003602743148804e-01" purity="4.0118256211280823e-01" nType="-99"/>
7797 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.3596510812640190e-03" rms="4.2619287967681885e-01" purity="6.3879829645156860e-01" nType="-99"/>
7798 </Node>
7799 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6087139025330544e-02" rms="3.8593235611915588e-01" purity="6.8985027074813843e-01" nType="-99"/>
7800 </Node>
7801 </BinaryTree>
7802 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="675">
7803 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810605052858591e-03" cType="1" res="6.4399247057735920e-03" rms="4.1144409775733948e-01" purity="5.1200842857360840e-01" nType="0">
7804 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.7666666030883789e+01" cType="1" res="-2.3739196360111237e-02" rms="4.1295573115348816e-01" purity="5.0046604871749878e-01" nType="0">
7805 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1922132223844528e-02" rms="4.0798005461692810e-01" purity="4.7913196682929993e-01" nType="-99"/>
7806 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3486594893038273e-02" rms="4.2440596222877502e-01" purity="5.8200204372406006e-01" nType="-99"/>
7807 </Node>
7808 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="1.3698845170438290e-02" rms="4.1074901819229126e-01" purity="5.1478463411331177e-01" nType="0">
7809 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.0445427186787128e-03" rms="4.1358345746994019e-01" purity="5.1756703853607178e-01" nType="-99"/>
7810 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.3465279527008533e-03" rms="3.8235655426979065e-01" purity="4.8968118429183960e-01" nType="-99"/>
7811 </Node>
7812 </Node>
7813 </BinaryTree>
7814 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="676">
7815 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5230209827423096e-02" cType="1" res="-6.6676330752670765e-03" rms="4.0736338496208191e-01" purity="4.9460992217063904e-01" nType="0">
7816 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0920052677392960e-02" cType="1" res="-4.3355170637369156e-03" rms="4.0752181410789490e-01" purity="4.9192103743553162e-01" nType="0">
7817 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9322207663208246e-03" rms="4.0654879808425903e-01" purity="4.8737430572509766e-01" nType="-99"/>
7818 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2816934846341610e-02" rms="4.2528381943702698e-01" purity="5.9335827827453613e-01" nType="-99"/>
7819 </Node>
7820 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5270065516233444e-02" rms="4.0083953738212585e-01" purity="5.5143845081329346e-01" nType="-99"/>
7821 </Node>
7822 </BinaryTree>
7823 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="677">
7824 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.4714286804199219e+01" cType="1" res="-3.9692255668342113e-03" rms="4.1107866168022156e-01" purity="4.9795266985893250e-01" nType="0">
7825 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.7809524536132812e+01" cType="1" res="-1.0820840485394001e-02" rms="4.1167524456977844e-01" purity="4.9154794216156006e-01" nType="0">
7826 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8206315366551280e-05" rms="4.0362152457237244e-01" purity="4.9268180131912231e-01" nType="-99"/>
7827 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.0863134935498238e-03" rms="4.2450016736984253e-01" purity="4.8959937691688538e-01" nType="-99"/>
7828 </Node>
7829 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.1417125873267651e-03" cType="1" res="6.2737926840782166e-02" rms="3.9912414550781250e-01" purity="5.6030899286270142e-01" nType="0">
7830 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3159230584278703e-03" rms="3.5987856984138489e-01" purity="4.8669719696044922e-01" nType="-99"/>
7831 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7759023010730743e-02" rms="4.1682523488998413e-01" purity="6.0792458057403564e-01" nType="-99"/>
7832 </Node>
7833 </Node>
7834 </BinaryTree>
7835 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="678">
7836 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="-1.1964769801124930e-03" rms="4.0686076879501343e-01" purity="4.9774149060249329e-01" nType="0">
7837 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="7.6190476417541504e+00" cType="1" res="5.4235835559666157e-03" rms="4.0927454829216003e-01" purity="5.0536060333251953e-01" nType="0">
7838 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2197431176900864e-02" rms="3.9701020717620850e-01" purity="4.4722813367843628e-01" nType="-99"/>
7839 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7397645064629614e-04" rms="4.1135504841804504e-01" purity="5.1700770854949951e-01" nType="-99"/>
7840 </Node>
7841 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.0626741647720337e-01" cType="1" res="-6.4710646867752075e-02" rms="3.7706869840621948e-01" purity="4.2464244365692139e-01" nType="0">
7842 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.5242544263601303e-02" rms="2.7157428860664368e-01" purity="1.3665477931499481e-01" nType="-99"/>
7843 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5653904303908348e-03" rms="4.2900803685188293e-01" purity="6.3098067045211792e-01" nType="-99"/>
7844 </Node>
7845 </Node>
7846 </BinaryTree>
7847 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="679">
7848 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1905161663889885e-02" cType="1" res="-4.7831549309194088e-03" rms="4.0809822082519531e-01" purity="4.8768281936645508e-01" nType="0">
7849 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="9.6344882622361183e-03" cType="1" res="-1.8165301531553268e-02" rms="4.0930384397506714e-01" purity="4.2422744631767273e-01" nType="0">
7850 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3641406334936619e-03" rms="4.1346487402915955e-01" purity="4.3593797087669373e-01" nType="-99"/>
7851 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4739565104246140e-02" rms="3.3712288737297058e-01" purity="2.6931974291801453e-01" nType="-99"/>
7852 </Node>
7853 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="1.1634401045739651e-02" rms="4.0601223707199097e-01" purity="5.6553155183792114e-01" nType="0">
7854 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9045177400112152e-03" rms="4.0047469735145569e-01" purity="5.3055626153945923e-01" nType="-99"/>
7855 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0565659031271935e-02" rms="4.1023150086402893e-01" purity="6.0422515869140625e-01" nType="-99"/>
7856 </Node>
7857 </Node>
7858 </BinaryTree>
7859 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="680">
7860 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="1.1427006684243679e-03" rms="4.0604647994041443e-01" purity="5.0116032361984253e-01" nType="0">
7861 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.0952351167798042e-02" cType="1" res="-3.8376911543309689e-03" rms="4.0510004758834839e-01" purity="4.9696910381317139e-01" nType="0">
7862 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0560407321900129e-03" rms="4.0282061696052551e-01" purity="4.6638056635856628e-01" nType="-99"/>
7863 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2263882718980312e-03" rms="4.1299790143966675e-01" purity="6.1897009611129761e-01" nType="-99"/>
7864 </Node>
7865 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.3183248937129974e-01" cType="1" res="6.3928090035915375e-02" rms="4.1267028450965881e-01" purity="5.5399656295776367e-01" nType="0">
7866 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8479175642132759e-02" rms="4.1354668140411377e-01" purity="3.8762933015823364e-01" nType="-99"/>
7867 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2488326989114285e-02" rms="4.1118642687797546e-01" purity="6.6460013389587402e-01" nType="-99"/>
7868 </Node>
7869 </Node>
7870 </BinaryTree>
7871 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="681">
7872 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="-1.5136166475713253e-03" rms="4.0697339177131653e-01" purity="4.9635303020477295e-01" nType="0">
7873 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3739277422428131e-01" cType="1" res="3.2655347138643265e-02" rms="3.8557761907577515e-01" purity="4.4503301382064819e-01" nType="0">
7874 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7687479741871357e-03" rms="3.4828469157218933e-01" purity="2.5249817967414856e-01" nType="-99"/>
7875 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0127939060330391e-02" rms="4.1962164640426636e-01" purity="6.6531485319137573e-01" nType="-99"/>
7876 </Node>
7877 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.8080155849456787e-02" cType="1" res="-7.5300186872482300e-03" rms="4.1033080220222473e-01" purity="5.0538933277130127e-01" nType="0">
7878 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.1686204541474581e-04" rms="4.0803009271621704e-01" purity="5.0231987237930298e-01" nType="-99"/>
7879 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1910186149179935e-02" rms="4.2834889888763428e-01" purity="5.3264313936233521e-01" nType="-99"/>
7880 </Node>
7881 </Node>
7882 </BinaryTree>
7883 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="682">
7884 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.5714160650968552e-02" cType="1" res="-4.4824024662375450e-03" rms="4.0591150522232056e-01" purity="4.9394422769546509e-01" nType="0">
7885 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.0194418951869011e-02" cType="1" res="-1.0985285975039005e-02" rms="3.9959457516670227e-01" purity="4.7899043560028076e-01" nType="0">
7886 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0020316878799349e-04" rms="4.0025734901428223e-01" purity="4.6136558055877686e-01" nType="-99"/>
7887 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.8384719565510750e-03" rms="3.9766576886177063e-01" purity="5.0913375616073608e-01" nType="-99"/>
7888 </Node>
7889 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.6607915312051773e-02" cType="1" res="3.6012966185808182e-02" rms="4.4107529520988464e-01" purity="5.8706617355346680e-01" nType="0">
7890 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4677628874778748e-02" rms="4.3984207510948181e-01" purity="6.0578483343124390e-01" nType="-99"/>
7891 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1950001120567322e-02" rms="4.3611812591552734e-01" purity="5.1624047756195068e-01" nType="-99"/>
7892 </Node>
7893 </Node>
7894 </BinaryTree>
7895 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="683">
7896 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+00" cType="1" res="4.0555042214691639e-03" rms="4.0749600529670715e-01" purity="5.0356465578079224e-01" nType="0">
7897 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6085671037435532e-02" rms="3.2360905408859253e-01" purity="2.0783355832099915e-01" nType="-99"/>
7898 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.7525807619094849e-01" cType="1" res="7.0373122580349445e-03" rms="4.1032418608665466e-01" purity="5.1579701900482178e-01" nType="0">
7899 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1570318602025509e-03" rms="4.1608113050460815e-01" purity="4.0785467624664307e-01" nType="-99"/>
7900 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.7549028210341930e-03" rms="3.9934220910072327e-01" purity="7.0386308431625366e-01" nType="-99"/>
7901 </Node>
7902 </Node>
7903 </BinaryTree>
7904 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="684">
7905 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="-9.0289436047896743e-04" rms="4.0464225411415100e-01" purity="4.9120917916297913e-01" nType="0">
7906 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.7535421848297119e-01" cType="1" res="-3.7076309323310852e-02" rms="4.0863478183746338e-01" purity="4.7289568185806274e-01" nType="0">
7907 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6841100528836250e-02" rms="3.9836853742599487e-01" purity="3.3593279123306274e-01" nType="-99"/>
7908 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0426850793883204e-04" rms="4.2104583978652954e-01" purity="6.7768007516860962e-01" nType="-99"/>
7909 </Node>
7910 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.8074477910995483e-01" cType="1" res="7.6621184125542641e-03" rms="4.0321624279022217e-01" purity="4.9554541707038879e-01" nType="0">
7911 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4909509597346187e-04" rms="3.8891795277595520e-01" purity="3.9629158377647400e-01" nType="-99"/>
7912 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9587918221950531e-03" rms="4.2547652125358582e-01" purity="6.6045689582824707e-01" nType="-99"/>
7913 </Node>
7914 </Node>
7915 </BinaryTree>
7916 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="685">
7917 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="4.5835736393928528e-01" cType="1" res="-3.7644747644662857e-03" rms="4.1152951121330261e-01" purity="4.9145603179931641e-01" nType="0">
7918 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3810507263988256e-03" cType="1" res="1.1907102540135384e-02" rms="4.0975347161293030e-01" purity="4.0189862251281738e-01" nType="0">
7919 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0979291126132011e-03" rms="4.0959444642066956e-01" purity="3.4249904751777649e-01" nType="-99"/>
7920 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2237600795924664e-03" rms="4.0912339091300964e-01" purity="4.1527715325355530e-01" nType="-99"/>
7921 </Node>
7922 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="7.6190476417541504e+00" cType="1" res="-2.4816077202558517e-02" rms="4.1296827793121338e-01" purity="6.1175835132598877e-01" nType="0">
7923 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9104005545377731e-02" rms="4.0559333562850952e-01" purity="4.7800186276435852e-01" nType="-99"/>
7924 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3755257502198219e-03" rms="4.1300520300865173e-01" purity="6.2964564561843872e-01" nType="-99"/>
7925 </Node>
7926 </Node>
7927 </BinaryTree>
7928 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="686">
7929 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4523811340332031e+01" cType="1" res="1.0597661137580872e-02" rms="4.1307124495506287e-01" purity="5.0466030836105347e-01" nType="0">
7930 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.0319867134094238e-01" cType="1" res="1.3048978522419930e-02" rms="4.1369211673736572e-01" purity="5.0785499811172485e-01" nType="0">
7931 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.5181935206055641e-03" rms="4.0294685959815979e-01" purity="4.5363321900367737e-01" nType="-99"/>
7932 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1662862747907639e-03" rms="4.4037362933158875e-01" purity="6.5407603979110718e-01" nType="-99"/>
7933 </Node>
7934 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5198087096214294e-02" rms="3.7777045369148254e-01" purity="3.8488653302192688e-01" nType="-99"/>
7935 </Node>
7936 </BinaryTree>
7937 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="687">
7938 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1904624290764332e-02" cType="1" res="4.6297647058963776e-03" rms="4.0765330195426941e-01" purity="5.0304430723190308e-01" nType="0">
7939 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="-6.1689401045441628e-03" rms="3.9717480540275574e-01" purity="4.5092248916625977e-01" nType="0">
7940 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2748877517879009e-02" rms="3.5938656330108643e-01" purity="3.9090651273727417e-01" nType="-99"/>
7941 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3796281311661005e-03" rms="4.1249090433120728e-01" purity="4.7840693593025208e-01" nType="-99"/>
7942 </Node>
7943 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="1.8072770908474922e-02" rms="4.1994500160217285e-01" purity="5.6792932748794556e-01" nType="0">
7944 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3471323996782303e-02" rms="4.0827885270118713e-01" purity="5.7957500219345093e-01" nType="-99"/>
7945 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6764007159508765e-04" rms="4.2535057663917542e-01" purity="5.6140065193176270e-01" nType="-99"/>
7946 </Node>
7947 </Node>
7948 </BinaryTree>
7949 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="688">
7950 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.1403821185231209e-02" cType="1" res="1.1988845653831959e-02" rms="4.1215044260025024e-01" purity="5.0582325458526611e-01" nType="0">
7951 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4868377447128296e-01" cType="1" res="7.0247804978862405e-04" rms="4.0661355853080750e-01" purity="4.6056175231933594e-01" nType="0">
7952 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0738847088068724e-03" rms="4.0513902902603149e-01" purity="4.1920906305313110e-01" nType="-99"/>
7953 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.2019941657781601e-03" rms="4.1225859522819519e-01" purity="6.6187280416488647e-01" nType="-99"/>
7954 </Node>
7955 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.2275743782520294e-02" cType="1" res="3.6639962345361710e-02" rms="4.2294642329216003e-01" purity="6.0468125343322754e-01" nType="0">
7956 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0147904753684998e-02" rms="4.0426933765411377e-01" purity="6.3917094469070435e-01" nType="-99"/>
7957 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2318267729133368e-03" rms="4.3485596776008606e-01" purity="5.7780331373214722e-01" nType="-99"/>
7958 </Node>
7959 </Node>
7960 </BinaryTree>
7961 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="689">
7962 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1897341012954712e+00" cType="1" res="-9.5888003706932068e-03" rms="4.1037899255752563e-01" purity="4.8059797286987305e-01" nType="0">
7963 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="7.4481719732284546e-01" cType="1" res="-2.0175481215119362e-02" rms="4.1059970855712891e-01" purity="4.4261118769645691e-01" nType="0">
7964 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3211489897221327e-03" rms="4.0958517789840698e-01" purity="3.9638581871986389e-01" nType="-99"/>
7965 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9852576777338982e-02" rms="4.1119918227195740e-01" purity="6.2047451734542847e-01" nType="-99"/>
7966 </Node>
7967 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.7973688840866089e+00" cType="1" res="5.0776723772287369e-02" rms="4.0384966135025024e-01" purity="6.9719946384429932e-01" nType="0">
7968 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8441217020153999e-02" rms="4.0557548403739929e-01" purity="6.8754500150680542e-01" nType="-99"/>
7969 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0116624180227518e-03" rms="3.9551061391830444e-01" purity="7.2172456979751587e-01" nType="-99"/>
7970 </Node>
7971 </Node>
7972 </BinaryTree>
7973 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="690">
7974 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.2609831392765045e-01" cType="1" res="6.0804421082139015e-03" rms="4.1353452205657959e-01" purity="4.9938476085662842e-01" nType="0">
7975 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0433209389448166e-02" cType="1" res="2.7246117591857910e-02" rms="4.0241652727127075e-01" purity="3.2275140285491943e-01" nType="0">
7976 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.3486145809292793e-03" rms="3.9573279023170471e-01" purity="3.1575471162796021e-01" nType="-99"/>
7977 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.6246091127395630e-02" rms="4.8287269473075867e-01" purity="4.3159323930740356e-01" nType="-99"/>
7978 </Node>
7979 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7632413916289806e-03" cType="1" res="-1.3506837189197540e-02" rms="4.2262014746665955e-01" purity="6.6284596920013428e-01" nType="0">
7980 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.1934781521558762e-03" rms="4.1361778974533081e-01" purity="7.1591722965240479e-01" nType="-99"/>
7981 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.3212686479091644e-03" rms="4.2497766017913818e-01" purity="6.3831508159637451e-01" nType="-99"/>
7982 </Node>
7983 </Node>
7984 </BinaryTree>
7985 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="691">
7986 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.0947204679250717e-02" cType="1" res="-2.1685764659196138e-03" rms="4.0640380978584290e-01" purity="4.9858856201171875e-01" nType="0">
7987 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="4.8788199201226234e-03" rms="4.0241962671279907e-01" purity="4.8516306281089783e-01" nType="0">
7988 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5535529702901840e-02" rms="3.7263250350952148e-01" purity="4.6180677413940430e-01" nType="-99"/>
7989 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1165130417793989e-03" rms="4.0748447179794312e-01" purity="4.8978829383850098e-01" nType="-99"/>
7990 </Node>
7991 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.3689636737108231e-02" cType="1" res="-3.4145556390285492e-02" rms="4.2253759503364563e-01" purity="5.5950546264648438e-01" nType="0">
7992 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3166397362947464e-02" rms="3.8125136494636536e-01" purity="5.4065984487533569e-01" nType="-99"/>
7993 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1905508153140545e-03" rms="4.2881906032562256e-01" purity="5.6326502561569214e-01" nType="-99"/>
7994 </Node>
7995 </Node>
7996 </BinaryTree>
7997 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="692">
7998 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.6688977479934692e+00" cType="1" res="4.4069658033549786e-03" rms="4.0687909722328186e-01" purity="5.0869786739349365e-01" nType="0">
7999 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.6351040601730347e-01" cType="1" res="8.0912942066788673e-03" rms="4.0688294172286987e-01" purity="5.0047254562377930e-01" nType="0">
8000 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2415726562030613e-04" rms="4.0850573778152466e-01" purity="4.4552132487297058e-01" nType="-99"/>
8001 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2126949615776539e-02" rms="3.9770758152008057e-01" purity="7.3415422439575195e-01" nType="-99"/>
8002 </Node>
8003 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.8532345294952393e+00" cType="1" res="-4.3115090578794479e-02" rms="4.0382796525955200e-01" purity="6.1479139328002930e-01" nType="0">
8004 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2449178621172905e-02" rms="3.9618027210235596e-01" purity="6.4285469055175781e-01" nType="-99"/>
8005 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1290276888757944e-03" rms="4.1090416908264160e-01" purity="5.7137262821197510e-01" nType="-99"/>
8006 </Node>
8007 </Node>
8008 </BinaryTree>
8009 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="693">
8010 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="7.3711494915187359e-03" rms="4.1000384092330933e-01" purity="5.0779652595520020e-01" nType="0">
8011 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.6190475463867188e+01" cType="1" res="1.0568307712674141e-02" rms="4.1075229644775391e-01" purity="5.1238560676574707e-01" nType="0">
8012 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1954560652375221e-03" rms="4.1144910454750061e-01" purity="5.0876975059509277e-01" nType="-99"/>
8013 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5126537308096886e-02" rms="3.8055667281150818e-01" purity="6.1871933937072754e-01" nType="-99"/>
8014 </Node>
8015 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0278299227356911e-02" rms="3.8278597593307495e-01" purity="3.9478573203086853e-01" nType="-99"/>
8016 </Node>
8017 </BinaryTree>
8018 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="694">
8019 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="-4.4708899222314358e-03" rms="4.1468966007232666e-01" purity="4.8600947856903076e-01" nType="0">
8020 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.7410898208618164e-01" cType="1" res="1.4052039943635464e-02" rms="4.0740397572517395e-01" purity="4.8555222153663635e-01" nType="0">
8021 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.8118603453040123e-03" rms="3.9748138189315796e-01" purity="3.9365884661674500e-01" nType="-99"/>
8022 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2596890814602375e-03" rms="4.2458239197731018e-01" purity="6.6181659698486328e-01" nType="-99"/>
8023 </Node>
8024 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.6411365270614624e+00" cType="1" res="-1.6930092126131058e-02" rms="4.1905876994132996e-01" purity="4.8631697893142700e-01" nType="0">
8025 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.9959366917610168e-03" rms="4.2029288411140442e-01" purity="4.6716526150703430e-01" nType="-99"/>
8026 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0782999917864799e-02" rms="4.0168029069900513e-01" purity="6.8956172466278076e-01" nType="-99"/>
8027 </Node>
8028 </Node>
8029 </BinaryTree>
8030 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="695">
8031 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.2981259226799011e-01" cType="1" res="-8.1427218392491341e-03" rms="4.1013845801353455e-01" purity="4.8510167002677917e-01" nType="0">
8032 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.0017345249652863e-01" cType="1" res="9.4921197742223740e-03" rms="3.9571601152420044e-01" purity="4.2194235324859619e-01" nType="0">
8033 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4804687350988388e-02" rms="3.1290593743324280e-01" purity="1.5318320691585541e-01" nType="-99"/>
8034 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2647828124463558e-03" rms="4.1006344556808472e-01" purity="4.7700133919715881e-01" nType="-99"/>
8035 </Node>
8036 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3701861500740051e-01" cType="1" res="-3.4096565097570419e-02" rms="4.2917057871818542e-01" purity="5.7805556058883667e-01" nType="0">
8037 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2571837306022644e-02" rms="3.8013023138046265e-01" purity="2.5175085663795471e-01" nType="-99"/>
8038 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1598347015678883e-03" rms="4.3546485900878906e-01" purity="6.3944941759109497e-01" nType="-99"/>
8039 </Node>
8040 </Node>
8041 </BinaryTree>
8042 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="696">
8043 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7615226358175278e-03" cType="1" res="2.3897902574390173e-03" rms="4.1128927469253540e-01" purity="4.9641287326812744e-01" nType="0">
8044 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4000000000000000e+01" cType="1" res="2.6486143469810486e-02" rms="4.2251372337341309e-01" purity="4.9573761224746704e-01" nType="0">
8045 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6149010043591261e-03" rms="4.1059026122093201e-01" purity="4.6865206956863403e-01" nType="-99"/>
8046 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1865237504243851e-02" rms="4.4759759306907654e-01" purity="5.6663632392883301e-01" nType="-99"/>
8047 </Node>
8048 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="-1.1731279082596302e-02" rms="4.0389922261238098e-01" purity="4.9680858850479126e-01" nType="0">
8049 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9715177263133228e-04" rms="3.9792010188102722e-01" purity="5.1563537120819092e-01" nType="-99"/>
8050 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4780335128307343e-02" rms="4.2491319775581360e-01" purity="4.1966617107391357e-01" nType="-99"/>
8051 </Node>
8052 </Node>
8053 </BinaryTree>
8054 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="697">
8055 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.3942384719848633e+00" cType="1" res="7.5724655762314796e-03" rms="4.1535273194313049e-01" purity="5.0055885314941406e-01" nType="0">
8056 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.5237895101308823e-02" cType="1" res="2.9969003517180681e-03" rms="4.1854912042617798e-01" purity="4.8114079236984253e-01" nType="0">
8057 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6531649744138122e-03" rms="4.1740843653678894e-01" purity="4.8076248168945312e-01" nType="-99"/>
8058 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7508214339613914e-02" rms="4.4006311893463135e-01" purity="4.9055907130241394e-01" nType="-99"/>
8059 </Node>
8060 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5872705504298210e-02" rms="3.5192033648490906e-01" purity="8.1314259767532349e-01" nType="-99"/>
8061 </Node>
8062 </BinaryTree>
8063 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="698">
8064 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.3782001733779907e+00" cType="1" res="7.6223583891987801e-03" rms="4.0902861952781677e-01" purity="5.1032400131225586e-01" nType="0">
8065 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.6286518573760986e-01" cType="1" res="1.0864515788853168e-02" rms="4.0894898772239685e-01" purity="5.0877541303634644e-01" nType="0">
8066 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5234524188563228e-04" rms="3.9825004339218140e-01" purity="4.2621690034866333e-01" nType="-99"/>
8067 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.8872910924255848e-03" rms="4.2668744921684265e-01" purity="6.5427112579345703e-01" nType="-99"/>
8068 </Node>
8069 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7359450459480286e-02" rms="4.0447238087654114e-01" purity="5.4370546340942383e-01" nType="-99"/>
8070 </Node>
8071 </BinaryTree>
8072 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="699">
8073 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285713195800781e+01" cType="1" res="2.2171642631292343e-03" rms="4.1074296832084656e-01" purity="4.9543565511703491e-01" nType="0">
8074 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="7.1403449401259422e-03" cType="1" res="4.0835733525454998e-03" rms="4.1066363453865051e-01" purity="4.9808818101882935e-01" nType="0">
8075 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.5304587110877037e-03" rms="4.0960082411766052e-01" purity="4.7419029474258423e-01" nType="-99"/>
8076 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6313687665387988e-03" rms="4.1130816936492920e-01" purity="5.1840209960937500e-01" nType="-99"/>
8077 </Node>
8078 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7403619363903999e-02" rms="4.0794095396995544e-01" purity="3.9994513988494873e-01" nType="-99"/>
8079 </Node>
8080 </BinaryTree>
8081 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="700">
8082 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7622341662645340e-03" cType="1" res="2.2604300174862146e-03" rms="4.0755257010459900e-01" purity="5.0230312347412109e-01" nType="0">
8083 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.4009832888841629e-03" cType="1" res="-2.5805700570344925e-02" rms="4.0733656287193298e-01" purity="4.5707818865776062e-01" nType="0">
8084 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4086545929312706e-03" rms="4.0916201472282410e-01" purity="4.9329441785812378e-01" nType="-99"/>
8085 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6665208861231804e-02" rms="3.9177557826042175e-01" purity="2.8466138243675232e-01" nType="-99"/>
8086 </Node>
8087 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.0611803755164146e-02" cType="1" res="1.6339970752596855e-02" rms="4.0693244338035583e-01" purity="5.2499043941497803e-01" nType="0">
8088 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5962382312864065e-03" rms="4.0048739314079285e-01" purity="4.7781363129615784e-01" nType="-99"/>
8089 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0710052214562893e-02" rms="4.1966921091079712e-01" purity="6.2784385681152344e-01" nType="-99"/>
8090 </Node>
8091 </Node>
8092 </BinaryTree>
8093 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="701">
8094 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="4.2929825186729431e-01" cType="1" res="2.3233289830386639e-03" rms="4.0904465317726135e-01" purity="4.9839055538177490e-01" nType="0">
8095 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.9037222862243652e+00" cType="1" res="-1.0035334154963493e-02" rms="4.0283983945846558e-01" purity="3.7491157650947571e-01" nType="0">
8096 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.3784931078553200e-03" rms="4.0281388163566589e-01" purity="3.5080656409263611e-01" nType="-99"/>
8097 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2235570475459099e-02" rms="3.8957539200782776e-01" purity="6.5891647338867188e-01" nType="-99"/>
8098 </Node>
8099 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.8987752497196198e-02" cType="1" res="1.5446676872670650e-02" rms="4.1512942314147949e-01" purity="6.2950980663299561e-01" nType="0">
8100 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.0805076286196709e-03" rms="4.1884464025497437e-01" purity="6.1814552545547485e-01" nType="-99"/>
8101 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.5654959976673126e-03" rms="4.0476819872856140e-01" purity="6.5532666444778442e-01" nType="-99"/>
8102 </Node>
8103 </Node>
8104 </BinaryTree>
8105 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="702">
8106 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="7.0142418146133423e-01" cType="1" res="1.3069004751741886e-02" rms="4.0880262851715088e-01" purity="5.1159864664077759e-01" nType="0">
8107 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.9068288803100586e-01" cType="1" res="4.7329980880022049e-03" rms="4.0795814990997314e-01" purity="4.6144559979438782e-01" nType="0">
8108 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7846560589969158e-03" rms="4.0187928080558777e-01" purity="4.2813715338706970e-01" nType="-99"/>
8109 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.9915160313248634e-03" rms="4.3210232257843018e-01" purity="6.0941904783248901e-01" nType="-99"/>
8110 </Node>
8111 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.3456545174121857e-01" cType="1" res="5.0053175538778305e-02" rms="4.1049191355705261e-01" purity="7.3411154747009277e-01" nType="0">
8112 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6763116940855980e-02" rms="4.3048304319381714e-01" purity="6.6433233022689819e-01" nType="-99"/>
8113 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.0556496977806091e-03" rms="4.0134066343307495e-01" purity="7.5708448886871338e-01" nType="-99"/>
8114 </Node>
8115 </Node>
8116 </BinaryTree>
8117 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="703">
8118 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="4.9090576358139515e-03" rms="4.0959292650222778e-01" purity="5.0516176223754883e-01" nType="0">
8119 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.0637990832328796e-01" cType="1" res="-2.2242590785026550e-03" rms="4.0924352407455444e-01" purity="4.9729427695274353e-01" nType="0">
8120 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1509695798158646e-03" rms="4.0613743662834167e-01" purity="4.6248209476470947e-01" nType="-99"/>
8121 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.9444628208875656e-03" rms="4.2651128768920898e-01" purity="7.1304392814636230e-01" nType="-99"/>
8122 </Node>
8123 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.8591275811195374e-01" cType="1" res="7.6778434216976166e-02" rms="4.0616625547409058e-01" purity="5.8442836999893188e-01" nType="0">
8124 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0058722943067551e-02" rms="4.1498568654060364e-01" purity="5.0008159875869751e-01" nType="-99"/>
8125 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2736040167510509e-02" rms="3.9514160156250000e-01" purity="6.6843211650848389e-01" nType="-99"/>
8126 </Node>
8127 </Node>
8128 </BinaryTree>
8129 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="704">
8130 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.5411536097526550e-01" cType="1" res="1.9854090642184019e-03" rms="4.0567582845687866e-01" purity="5.0994288921356201e-01" nType="0">
8131 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.2356271296739578e-02" cType="1" res="7.6143960468471050e-03" rms="4.0067884325981140e-01" purity="4.8843300342559814e-01" nType="0">
8132 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.2364782467484474e-03" rms="3.6034062504768372e-01" purity="3.1172028183937073e-01" nType="-99"/>
8133 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6641483679413795e-03" rms="4.1434341669082642e-01" purity="5.5606424808502197e-01" nType="-99"/>
8134 </Node>
8135 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3303451538085938e+00" cType="1" res="-2.1301466971635818e-02" rms="4.2493385076522827e-01" purity="5.9892821311950684e-01" nType="0">
8136 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9141770899295807e-02" rms="4.4145509600639343e-01" purity="4.9730619788169861e-01" nType="-99"/>
8137 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.8285814486443996e-03" rms="4.0490236878395081e-01" purity="6.8417698144912720e-01" nType="-99"/>
8138 </Node>
8139 </Node>
8140 </BinaryTree>
8141 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="705">
8142 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.8411313295364380e-01" cType="1" res="-8.0197863280773163e-03" rms="4.0539708733558655e-01" purity="4.9648511409759521e-01" nType="0">
8143 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="5.7882362604141235e-01" cType="1" res="-2.3822644725441933e-03" rms="4.0413147211074829e-01" purity="4.9117779731750488e-01" nType="0">
8144 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6338763311505318e-03" rms="4.0365147590637207e-01" purity="4.4198054075241089e-01" nType="-99"/>
8145 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4088051393628120e-02" rms="4.0247750282287598e-01" purity="7.4755895137786865e-01" nType="-99"/>
8146 </Node>
8147 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.2605848312377930e+00" cType="1" res="-7.0515379309654236e-02" rms="4.1406136751174927e-01" purity="5.5532044172286987e-01" nType="0">
8148 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9631806537508965e-02" rms="4.3212285637855530e-01" purity="4.9046587944030762e-01" nType="-99"/>
8149 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0295808836817741e-03" rms="3.8842833042144775e-01" purity="6.2409031391143799e-01" nType="-99"/>
8150 </Node>
8151 </Node>
8152 </BinaryTree>
8153 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="706">
8154 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4000000000000000e+01" cType="1" res="9.1732479631900787e-03" rms="4.1306653618812561e-01" purity="5.0623446702957153e-01" nType="0">
8155 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.3919547796249390e+00" cType="1" res="5.8408165350556374e-03" rms="4.1250944137573242e-01" purity="5.0388085842132568e-01" nType="0">
8156 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4408614262938499e-03" rms="4.1336151957511902e-01" purity="4.9139475822448730e-01" nType="-99"/>
8157 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4843553304672241e-02" rms="3.9465278387069702e-01" purity="7.1725463867187500e-01" nType="-99"/>
8158 </Node>
8159 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7982510626316071e-02" rms="4.1761139035224915e-01" purity="5.7325643301010132e-01" nType="-99"/>
8160 </Node>
8161 </BinaryTree>
8162 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="707">
8163 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1403286419808865e-03" cType="1" res="2.7243522927165031e-03" rms="4.0572428703308105e-01" purity="5.0309592485427856e-01" nType="0">
8164 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="8.4794688224792480e-01" cType="1" res="-1.3762520626187325e-02" rms="3.9781087636947632e-01" purity="4.5894998311996460e-01" nType="0">
8165 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.8218121305108070e-03" rms="3.9766311645507812e-01" purity="4.1241350769996643e-01" nType="-99"/>
8166 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3303630053997040e-02" rms="3.9324828982353210e-01" purity="7.6135647296905518e-01" nType="-99"/>
8167 </Node>
8168 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.1974632814526558e-03" cType="1" res="1.5504404902458191e-02" rms="4.1129943728446960e-01" purity="5.3731620311737061e-01" nType="0">
8169 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0559109747409821e-02" rms="4.1113439202308655e-01" purity="4.8955270648002625e-01" nType="-99"/>
8170 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1142372861504555e-03" rms="4.1066423058509827e-01" purity="5.4370033740997314e-01" nType="-99"/>
8171 </Node>
8172 </Node>
8173 </BinaryTree>
8174 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="708">
8175 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.1000000000000000e+01" cType="1" res="-6.4038131386041641e-03" rms="4.0861710906028748e-01" purity="4.9060034751892090e-01" nType="0">
8176 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.8571428298950195e+01" cType="1" res="-1.0956929996609688e-02" rms="4.0647783875465393e-01" purity="4.8685455322265625e-01" nType="0">
8177 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9183055050671101e-03" rms="4.0517020225524902e-01" purity="4.8274502158164978e-01" nType="-99"/>
8178 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7135517671704292e-02" rms="4.3405926227569580e-01" purity="5.9695988893508911e-01" nType="-99"/>
8179 </Node>
8180 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.4101261794567108e-01" cType="1" res="2.3375676944851875e-02" rms="4.2112964391708374e-01" purity="5.1510000228881836e-01" nType="0">
8181 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9126729816198349e-02" rms="4.2180547118186951e-01" purity="3.5009297728538513e-01" nType="-99"/>
8182 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3746447190642357e-03" rms="4.1571164131164551e-01" purity="6.1390095949172974e-01" nType="-99"/>
8183 </Node>
8184 </Node>
8185 </BinaryTree>
8186 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="709">
8187 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+00" cType="1" res="7.6787271536886692e-03" rms="4.1144472360610962e-01" purity="5.0596755743026733e-01" nType="0">
8188 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1037811413407326e-02" rms="3.6111852526664734e-01" purity="4.3069320917129517e-01" nType="-99"/>
8189 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.3095237731933594e+01" cType="1" res="4.8067122697830200e-03" rms="4.1368493437767029e-01" purity="5.0987035036087036e-01" nType="0">
8190 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.5938412444666028e-04" rms="4.1301712393760681e-01" purity="5.0924295186996460e-01" nType="-99"/>
8191 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9853120669722557e-02" rms="4.2599692940711975e-01" purity="5.2701079845428467e-01" nType="-99"/>
8192 </Node>
8193 </Node>
8194 </BinaryTree>
8195 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="710">
8196 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1954222917556763e+00" cType="1" res="4.4353245757520199e-03" rms="4.1131570935249329e-01" purity="5.0411355495452881e-01" nType="0">
8197 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.0878723859786987e-01" cType="1" res="1.0314419865608215e-02" rms="4.1028341650962830e-01" purity="4.9001035094261169e-01" nType="0">
8198 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2636641301214695e-03" rms="4.0793201327323914e-01" purity="4.9123531579971313e-01" nType="-99"/>
8199 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8112674355506897e-02" rms="4.4451913237571716e-01" purity="4.6650505065917969e-01" nType="-99"/>
8200 </Node>
8201 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5580344200134277e+00" cType="1" res="-3.9950300008058548e-02" rms="4.1635650396347046e-01" purity="6.1058872938156128e-01" nType="0">
8202 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1791303306818008e-02" rms="4.2585098743438721e-01" purity="5.3199434280395508e-01" nType="-99"/>
8203 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1301442068070173e-03" rms="4.0905210375785828e-01" purity="6.3826197385787964e-01" nType="-99"/>
8204 </Node>
8205 </Node>
8206 </BinaryTree>
8207 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="711">
8208 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.6179930195212364e-02" cType="1" res="-6.7834835499525070e-03" rms="4.0965285897254944e-01" purity="4.9451214075088501e-01" nType="0">
8209 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="4.3808487057685852e-01" cType="1" res="2.2288097534328699e-03" rms="4.0268498659133911e-01" purity="4.8462122678756714e-01" nType="0">
8210 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.9830686077475548e-03" rms="3.9501401782035828e-01" purity="3.2915130257606506e-01" nType="-99"/>
8211 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.3453295044600964e-03" rms="4.0922054648399353e-01" purity="6.4621341228485107e-01" nType="-99"/>
8212 </Node>
8213 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.5498226284980774e-01" cType="1" res="-3.9155732840299606e-02" rms="4.3221235275268555e-01" purity="5.3004044294357300e-01" nType="0">
8214 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2930240742862225e-03" rms="3.9695304632186890e-01" purity="2.9122173786163330e-01" nType="-99"/>
8215 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4698184095323086e-02" rms="4.4138962030410767e-01" purity="6.0524255037307739e-01" nType="-99"/>
8216 </Node>
8217 </Node>
8218 </BinaryTree>
8219 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="712">
8220 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5230250805616379e-02" cType="1" res="2.2513456642627716e-03" rms="4.1463464498519897e-01" purity="4.9735867977142334e-01" nType="0">
8221 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.8100157380104065e-01" cType="1" res="5.4158135317265987e-03" rms="4.1372984647750854e-01" purity="4.9759420752525330e-01" nType="0">
8222 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4726226478815079e-03" rms="4.0502944588661194e-01" purity="4.3606823682785034e-01" nType="-99"/>
8223 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8086540773510933e-03" rms="4.3304842710494995e-01" purity="6.4571642875671387e-01" nType="-99"/>
8224 </Node>
8225 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0819434896111488e-02" rms="4.2941862344741821e-01" purity="4.9121242761611938e-01" nType="-99"/>
8226 </Node>
8227 </BinaryTree>
8228 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="713">
8229 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3814884480088949e-03" cType="1" res="-2.3337053135037422e-03" rms="4.0528869628906250e-01" purity="4.9942627549171448e-01" nType="0">
8230 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.6238094329833984e+01" cType="1" res="3.6482401192188263e-02" rms="4.1893434524536133e-01" purity="5.5956947803497314e-01" nType="0">
8231 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9106458872556686e-02" rms="4.0999180078506470e-01" purity="5.7977050542831421e-01" nType="-99"/>
8232 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3954213722608984e-04" rms="4.2733076214790344e-01" purity="5.3413456678390503e-01" nType="-99"/>
8233 </Node>
8234 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.0913350880146027e-02" cType="1" res="-1.3811802491545677e-02" rms="4.0044456720352173e-01" purity="4.8164170980453491e-01" nType="0">
8235 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.7229707017540932e-03" rms="3.9690214395523071e-01" purity="4.6628201007843018e-01" nType="-99"/>
8236 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.0619435757398605e-03" rms="4.2430692911148071e-01" purity="6.0140687227249146e-01" nType="-99"/>
8237 </Node>
8238 </Node>
8239 </BinaryTree>
8240 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="714">
8241 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="5.6063729524612427e-01" cType="1" res="8.9969262480735779e-03" rms="4.0870785713195801e-01" purity="5.1147061586380005e-01" nType="0">
8242 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="4.0951520204544067e-03" rms="4.0821823477745056e-01" purity="4.9002823233604431e-01" nType="0">
8243 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9187093023210764e-03" rms="4.0920072793960571e-01" purity="4.9189451336860657e-01" nType="-99"/>
8244 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.3976248279213905e-03" rms="4.0123528242111206e-01" purity="4.7997403144836426e-01" nType="-99"/>
8245 </Node>
8246 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6778403893113136e-02" rms="4.1021889448165894e-01" purity="7.4602407217025757e-01" nType="-99"/>
8247 </Node>
8248 </BinaryTree>
8249 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="715">
8250 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7612152993679047e-03" cType="1" res="5.7479883544147015e-03" rms="4.0614387392997742e-01" purity="5.0940424203872681e-01" nType="0">
8251 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.2857142448425293e+01" cType="1" res="-1.2078708037734032e-02" rms="4.0770447254180908e-01" purity="4.8411965370178223e-01" nType="0">
8252 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9186651334166527e-02" rms="3.6900651454925537e-01" purity="4.1038286685943604e-01" nType="-99"/>
8253 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5676029510796070e-03" rms="4.2492160201072693e-01" purity="5.2377003431320190e-01" nType="-99"/>
8254 </Node>
8255 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.0343171954154968e-01" cType="1" res="1.5137323178350925e-02" rms="4.0500414371490479e-01" purity="5.2272170782089233e-01" nType="0">
8256 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0766013525426388e-02" rms="4.0478700399398804e-01" purity="4.3204897642135620e-01" nType="-99"/>
8257 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6262919234577566e-04" rms="4.0448182821273804e-01" purity="5.8171212673187256e-01" nType="-99"/>
8258 </Node>
8259 </Node>
8260 </BinaryTree>
8261 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="716">
8262 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="-3.2079601660370827e-03" rms="4.0666353702545166e-01" purity="5.0080680847167969e-01" nType="0">
8263 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.0981451272964478e+00" cType="1" res="-2.9220042750239372e-02" rms="3.7791210412979126e-01" purity="3.7806680798530579e-01" nType="0">
8264 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0973544344305992e-03" rms="3.7422737479209900e-01" purity="3.5997831821441650e-01" nType="-99"/>
8265 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2547401040792465e-02" rms="3.7877073884010315e-01" purity="4.8330393433570862e-01" nType="-99"/>
8266 </Node>
8267 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="1.1217184066772461e+00" cType="1" res="2.3798767942935228e-03" rms="4.1236445307731628e-01" purity="5.2717345952987671e-01" nType="0">
8268 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9336675759404898e-03" rms="4.1379845142364502e-01" purity="5.1266157627105713e-01" nType="-99"/>
8269 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5591081231832504e-02" rms="3.9301553368568420e-01" purity="6.8369364738464355e-01" nType="-99"/>
8270 </Node>
8271 </Node>
8272 </BinaryTree>
8273 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="717">
8274 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="9.3465757369995117e-01" cType="1" res="2.8304150328040123e-03" rms="4.1356119513511658e-01" purity="5.0295954942703247e-01" nType="0">
8275 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.1420098841190338e-02" cType="1" res="8.3026951178908348e-03" rms="4.1233581304550171e-01" purity="4.8508268594741821e-01" nType="0">
8276 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0263791045872495e-04" rms="4.0988186001777649e-01" purity="4.4067451357841492e-01" nType="-99"/>
8277 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1097328327596188e-03" rms="4.1732859611511230e-01" purity="5.8672660589218140e-01" nType="-99"/>
8278 </Node>
8279 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.3833611980080605e-02" cType="1" res="-4.4385001063346863e-02" rms="4.2104309797286987e-01" purity="6.5720295906066895e-01" nType="0">
8280 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3788904547691345e-03" rms="4.1399478912353516e-01" purity="6.9995909929275513e-01" nType="-99"/>
8281 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4949779510498047e-02" rms="4.2726439237594604e-01" purity="5.3981572389602661e-01" nType="-99"/>
8282 </Node>
8283 </Node>
8284 </BinaryTree>
8285 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="718">
8286 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.2981259226799011e-01" cType="1" res="-1.1370879365131259e-03" rms="4.0472227334976196e-01" purity="5.0721806287765503e-01" nType="0">
8287 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.9700048863887787e-01" cType="1" res="-2.3684337735176086e-02" rms="3.8421025872230530e-01" purity="3.8886561989784241e-01" nType="0">
8288 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1369448192417622e-03" rms="3.8096934556961060e-01" purity="3.7880623340606689e-01" nType="-99"/>
8289 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3830017074942589e-02" rms="4.0682029724121094e-01" purity="4.8204475641250610e-01" nType="-99"/>
8290 </Node>
8291 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.3829336762428284e-01" cType="1" res="2.5941146537661552e-02" rms="4.2648673057556152e-01" purity="6.4935398101806641e-01" nType="0">
8292 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1589771136641502e-02" rms="4.4785791635513306e-01" purity="5.6859862804412842e-01" nType="-99"/>
8293 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1684527210891247e-04" rms="4.0256023406982422e-01" purity="7.3031812906265259e-01" nType="-99"/>
8294 </Node>
8295 </Node>
8296 </BinaryTree>
8297 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="719">
8298 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="9.5196785405278206e-03" cType="1" res="9.7698550671339035e-03" rms="4.1304552555084229e-01" purity="5.0733947753906250e-01" nType="0">
8299 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.2857142448425293e+01" cType="1" res="-7.4993749149143696e-03" rms="4.0882366895675659e-01" purity="4.4453915953636169e-01" nType="0">
8300 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0869637131690979e-02" rms="3.8259658217430115e-01" purity="3.7898835539817810e-01" nType="-99"/>
8301 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8060699803754687e-03" rms="4.2150014638900757e-01" purity="4.7954571247100830e-01" nType="-99"/>
8302 </Node>
8303 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.8571430206298828e+01" cType="1" res="2.7106935158371925e-02" rms="4.1652140021324158e-01" purity="5.7038658857345581e-01" nType="0">
8304 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7714139111340046e-03" rms="4.1561597585678101e-01" purity="5.6558376550674438e-01" nType="-99"/>
8305 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0351109802722931e-02" rms="4.1896134614944458e-01" purity="6.3907599449157715e-01" nType="-99"/>
8306 </Node>
8307 </Node>
8308 </BinaryTree>
8309 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="720">
8310 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.6081197261810303e+00" cType="1" res="-5.5190278217196465e-03" rms="4.0331289172172546e-01" purity="5.0166964530944824e-01" nType="0">
8311 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.8661796450614929e-01" cType="1" res="-2.2468175739049911e-03" rms="4.0320235490798950e-01" purity="5.0130194425582886e-01" nType="0">
8312 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0605101063847542e-03" rms="3.8172584772109985e-01" purity="3.4378978610038757e-01" nType="-99"/>
8313 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3949504829943180e-03" rms="4.1325324773788452e-01" purity="5.8123499155044556e-01" nType="-99"/>
8314 </Node>
8315 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5411387905478477e-02" rms="3.9641264081001282e-01" purity="5.1147365570068359e-01" nType="-99"/>
8316 </Node>
8317 </BinaryTree>
8318 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="721">
8319 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0312901735305786e-01" cType="1" res="4.8171840608119965e-03" rms="4.0866637229919434e-01" purity="5.0228339433670044e-01" nType="0">
8320 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.0952293425798416e-02" cType="1" res="-1.1654617264866829e-02" rms="4.0070891380310059e-01" purity="3.4940594434738159e-01" nType="0">
8321 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2207248993217945e-04" rms="3.9680653810501099e-01" purity="3.2920297980308533e-01" nType="-99"/>
8322 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8612394109368324e-02" rms="4.1202953457832336e-01" purity="4.3765559792518616e-01" nType="-99"/>
8323 </Node>
8324 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="1.4023602008819580e-02" rms="4.1276091337203979e-01" purity="5.8772969245910645e-01" nType="0">
8325 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0827762074768543e-02" rms="4.0590313076972961e-01" purity="5.9623914957046509e-01" nType="-99"/>
8326 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9270890334155411e-04" rms="4.1615504026412964e-01" purity="5.8273965120315552e-01" nType="-99"/>
8327 </Node>
8328 </Node>
8329 </BinaryTree>
8330 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="722">
8331 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1766185760498047e-01" cType="1" res="9.0353470295667648e-03" rms="4.1070556640625000e-01" purity="5.1151341199874878e-01" nType="0">
8332 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.0000000000000000e+01" cType="1" res="1.6010612249374390e-02" rms="4.0915897488594055e-01" purity="4.7596025466918945e-01" nType="0">
8333 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.8613452236168087e-04" rms="3.9481759071350098e-01" purity="4.4702497124671936e-01" nType="-99"/>
8334 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0451069101691246e-02" rms="4.2927038669586182e-01" purity="5.2029246091842651e-01" nType="-99"/>
8335 </Node>
8336 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.7569537162780762e-01" cType="1" res="-1.5275849960744381e-02" rms="4.1513594985008240e-01" purity="6.3542854785919189e-01" nType="0">
8337 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7617849409580231e-02" rms="4.2310902476310730e-01" purity="5.9121811389923096e-01" nType="-99"/>
8338 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4914753157645464e-03" rms="4.0952208638191223e-01" purity="6.4856356382369995e-01" nType="-99"/>
8339 </Node>
8340 </Node>
8341 </BinaryTree>
8342 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="723">
8343 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="6.4196205139160156e-01" cType="1" res="1.4647968113422394e-02" rms="4.1108161211013794e-01" purity="5.2097707986831665e-01" nType="0">
8344 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.3793411254882812e+00" cType="1" res="2.5555783882737160e-02" rms="4.1760867834091187e-01" purity="4.5342022180557251e-01" nType="0">
8345 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.0107829049229622e-03" rms="4.1550993919372559e-01" purity="4.4603380560874939e-01" nType="-99"/>
8346 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4989420548081398e-02" rms="4.4926238059997559e-01" purity="5.9547507762908936e-01" nType="-99"/>
8347 </Node>
8348 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.0385088026523590e-01" cType="1" res="-1.2715278193354607e-02" rms="3.9290216565132141e-01" purity="6.9044947624206543e-01" nType="0">
8349 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4775032177567482e-02" rms="4.3298107385635376e-01" purity="4.1444233059883118e-01" nType="-99"/>
8350 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0972647946327925e-03" rms="3.7118697166442871e-01" purity="8.1618291139602661e-01" nType="-99"/>
8351 </Node>
8352 </Node>
8353 </BinaryTree>
8354 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="724">
8355 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.6758495569229126e-01" cType="1" res="-4.4356132857501507e-03" rms="4.0794736146926880e-01" purity="4.9761772155761719e-01" nType="0">
8356 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.6666986048221588e-02" cType="1" res="-1.2055671773850918e-02" rms="4.0648579597473145e-01" purity="4.7203010320663452e-01" nType="0">
8357 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7486755395075306e-05" rms="4.0315178036689758e-01" purity="4.4788187742233276e-01" nType="-99"/>
8358 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0175727307796478e-02" rms="4.1202455759048462e-01" purity="5.2076709270477295e-01" nType="-99"/>
8359 </Node>
8360 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.2400218248367310e+00" cType="1" res="4.3612476438283920e-02" rms="4.1382619738578796e-01" purity="6.5895956754684448e-01" nType="0">
8361 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8453549593687057e-02" rms="4.2615815997123718e-01" purity="6.8668407201766968e-01" nType="-99"/>
8362 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0847316589206457e-03" rms="3.9400351047515869e-01" purity="6.2362831830978394e-01" nType="-99"/>
8363 </Node>
8364 </Node>
8365 </BinaryTree>
8366 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="725">
8367 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="2.2130997385829687e-03" rms="4.0953999757766724e-01" purity="4.9999561905860901e-01" nType="0">
8368 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.0476191043853760e+00" cType="1" res="8.9934363961219788e-02" rms="4.0084469318389893e-01" purity="4.2752477526664734e-01" nType="0">
8369 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7441535368561745e-02" rms="4.2086347937583923e-01" purity="3.4405669569969177e-01" nType="-99"/>
8370 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.1114021092653275e-02" rms="3.7446793913841248e-01" purity="5.1432478427886963e-01" nType="-99"/>
8371 </Node>
8372 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.5862212777137756e-01" cType="1" res="-2.8172116726636887e-03" rms="4.0946367383003235e-01" purity="5.0415140390396118e-01" nType="0">
8373 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2917005224153399e-03" rms="4.0383961796760559e-01" purity="4.9004736542701721e-01" nType="-99"/>
8374 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.6326675266027451e-03" rms="4.3310648202896118e-01" purity="5.6997442245483398e-01" nType="-99"/>
8375 </Node>
8376 </Node>
8377 </BinaryTree>
8378 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="726">
8379 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="-8.5306270048022270e-03" rms="4.0645679831504822e-01" purity="4.8476731777191162e-01" nType="0">
8380 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.8578796386718750e-01" cType="1" res="-3.8097358774393797e-03" rms="4.0809324383735657e-01" purity="4.9046063423156738e-01" nType="0">
8381 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8624385595321655e-03" rms="4.1099497675895691e-01" purity="4.3752983212471008e-01" nType="-99"/>
8382 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.2124769687652588e-03" rms="3.9278793334960938e-01" purity="7.3937690258026123e-01" nType="-99"/>
8383 </Node>
8384 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5197772607207298e-03" cType="1" res="-8.3376705646514893e-02" rms="3.7164291739463806e-01" purity="3.9450365304946899e-01" nType="0">
8385 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6562636941671371e-02" rms="3.4645920991897583e-01" purity="4.1452050209045410e-01" nType="-99"/>
8386 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2988641411066055e-02" rms="3.9781418442726135e-01" purity="3.6994040012359619e-01" nType="-99"/>
8387 </Node>
8388 </Node>
8389 </BinaryTree>
8390 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="727">
8391 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6006876230239868e-01" cType="1" res="-1.7637431155890226e-03" rms="4.1249176859855652e-01" purity="4.9838978052139282e-01" nType="0">
8392 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.5664225220680237e-01" cType="1" res="-1.3587811961770058e-02" rms="4.0519785881042480e-01" purity="4.6081894636154175e-01" nType="0">
8393 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8573898123577237e-03" rms="4.0118733048439026e-01" purity="4.5139634609222412e-01" nType="-99"/>
8394 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0122227966785431e-02" rms="4.4426235556602478e-01" purity="5.8755522966384888e-01" nType="-99"/>
8395 </Node>
8396 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.2083650529384613e-01" cType="1" res="4.1690826416015625e-02" rms="4.3550679087638855e-01" purity="6.3646602630615234e-01" nType="0">
8397 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0830863863229752e-02" rms="4.2485681176185608e-01" purity="5.7965224981307983e-01" nType="-99"/>
8398 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9655288457870483e-03" rms="4.3586993217468262e-01" purity="6.5290147066116333e-01" nType="-99"/>
8399 </Node>
8400 </Node>
8401 </BinaryTree>
8402 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="728">
8403 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5230239629745483e-02" cType="1" res="-1.0092420503497124e-02" rms="4.0585374832153320e-01" purity="4.9462005496025085e-01" nType="0">
8404 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.9285715103149414e+01" cType="1" res="-1.4565401710569859e-02" rms="4.0470609068870544e-01" purity="4.8511204123497009e-01" nType="0">
8405 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0787274222820997e-03" rms="3.9581334590911865e-01" purity="4.9766531586647034e-01" nType="-99"/>
8406 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.6260756254196167e-03" rms="4.2060253024101257e-01" purity="4.6079212427139282e-01" nType="-99"/>
8407 </Node>
8408 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7758551985025406e-02" rms="4.1784685850143433e-01" purity="6.6462492942810059e-01" nType="-99"/>
8409 </Node>
8410 </BinaryTree>
8411 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="729">
8412 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="9.5246424898505211e-03" cType="1" res="-4.3849325738847256e-03" rms="4.0887996554374695e-01" purity="4.9292314052581787e-01" nType="0">
8413 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="7.7095935121178627e-03" cType="1" res="9.7411694005131721e-03" rms="4.0752801299095154e-01" purity="4.7459471225738525e-01" nType="0">
8414 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1931230546906590e-03" rms="4.0633147954940796e-01" purity="4.7492912411689758e-01" nType="-99"/>
8415 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6383672133088112e-02" rms="4.1453719139099121e-01" purity="4.7172096371650696e-01" nType="-99"/>
8416 </Node>
8417 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.1454724669456482e-01" cType="1" res="-2.0493835210800171e-02" rms="4.0982243418693542e-01" purity="5.1382428407669067e-01" nType="0">
8418 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7979731783270836e-02" rms="3.6354044079780579e-01" purity="2.2165209054946899e-01" nType="-99"/>
8419 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6090900064446032e-04" rms="4.3114992976188660e-01" purity="6.6917532682418823e-01" nType="-99"/>
8420 </Node>
8421 </Node>
8422 </BinaryTree>
8423 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="730">
8424 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="6.1055221594870090e-03" rms="4.0645942091941833e-01" purity="5.0782936811447144e-01" nType="0">
8425 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.1904825456440449e-02" cType="1" res="1.1144769378006458e-02" rms="4.0749332308769226e-01" purity="5.1345866918563843e-01" nType="0">
8426 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0425552027300000e-03" rms="4.0426906943321228e-01" purity="4.4829618930816650e-01" nType="-99"/>
8427 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.8582838177680969e-03" rms="4.1063925623893738e-01" purity="5.9178727865219116e-01" nType="-99"/>
8428 </Node>
8429 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.4873253256082535e-03" cType="1" res="-7.4992902576923370e-02" rms="3.8036873936653137e-01" purity="4.1723439097404480e-01" nType="0">
8430 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4451479539275169e-02" rms="3.6249902844429016e-01" purity="4.2162889242172241e-01" nType="-99"/>
8431 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9298800975084305e-02" rms="3.9762061834335327e-01" purity="4.1225910186767578e-01" nType="-99"/>
8432 </Node>
8433 </Node>
8434 </BinaryTree>
8435 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="731">
8436 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.2452294826507568e-01" cType="1" res="3.0764139955863357e-04" rms="4.0573772788047791e-01" purity="5.0342279672622681e-01" nType="0">
8437 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.6165505051612854e-01" cType="1" res="-1.5034960582852364e-02" rms="3.8305795192718506e-01" purity="2.7592885494232178e-01" nType="0">
8438 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.2140526026487350e-03" rms="3.7677443027496338e-01" purity="2.5738826394081116e-01" nType="-99"/>
8439 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7093354836106300e-02" rms="4.3514555692672729e-01" purity="4.6869874000549316e-01" nType="-99"/>
8440 </Node>
8441 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.3829062581062317e-01" cType="1" res="1.2552042491734028e-02" rms="4.2256656289100647e-01" purity="6.8497794866561890e-01" nType="0">
8442 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.0156857147812843e-03" rms="4.3240368366241455e-01" purity="6.7415255308151245e-01" nType="-99"/>
8443 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.2305161524564028e-04" rms="4.1333380341529846e-01" purity="6.9420439004898071e-01" nType="-99"/>
8444 </Node>
8445 </Node>
8446 </BinaryTree>
8447 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="732">
8448 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="-5.9497426263988018e-03" rms="4.1179737448692322e-01" purity="4.8989287018775940e-01" nType="0">
8449 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.8285715103149414e+01" cType="1" res="-1.0721955448389053e-02" rms="4.1016441583633423e-01" purity="4.8595178127288818e-01" nType="0">
8450 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9098233315162361e-04" rms="4.0144941210746765e-01" purity="4.9404698610305786e-01" nType="-99"/>
8451 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.6448967233300209e-03" rms="4.2961588501930237e-01" purity="4.6628841757774353e-01" nType="-99"/>
8452 </Node>
8453 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.5839366316795349e-01" cType="1" res="3.0354941263794899e-02" rms="4.2225202918052673e-01" purity="5.1987457275390625e-01" nType="0">
8454 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1874370577279478e-04" rms="4.0384194254875183e-01" purity="4.2723906040191650e-01" nType="-99"/>
8455 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1915351971983910e-02" rms="4.4774952530860901e-01" purity="6.8394654989242554e-01" nType="-99"/>
8456 </Node>
8457 </Node>
8458 </BinaryTree>
8459 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="733">
8460 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8081157952547073e-02" cType="1" res="6.6339154727756977e-03" rms="4.1082578897476196e-01" purity="5.0342279672622681e-01" nType="0">
8461 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.4506940729916096e-02" cType="1" res="-9.0131664182990789e-04" rms="4.0834859013557434e-01" purity="4.8531609773635864e-01" nType="0">
8462 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3661194611340761e-03" rms="4.1053789854049683e-01" purity="4.6531826257705688e-01" nType="-99"/>
8463 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.4351394325494766e-03" rms="4.0171146392822266e-01" purity="5.3179377317428589e-01" nType="-99"/>
8464 </Node>
8465 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.6582199633121490e-02" cType="1" res="5.9842139482498169e-02" rms="4.2411643266677856e-01" purity="6.3127893209457397e-01" nType="0">
8466 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3555273190140724e-02" rms="4.3092548847198486e-01" purity="6.5011709928512573e-01" nType="-99"/>
8467 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.3581275753676891e-03" rms="3.9384102821350098e-01" purity="5.8216017484664917e-01" nType="-99"/>
8468 </Node>
8469 </Node>
8470 </BinaryTree>
8471 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="734">
8472 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.6077330112457275e+00" cType="1" res="7.6041966676712036e-03" rms="4.1069024801254272e-01" purity="5.0368767976760864e-01" nType="0">
8473 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="4.0911640971899033e-03" rms="4.1165739297866821e-01" purity="4.9490040540695190e-01" nType="0">
8474 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4280023751780391e-03" rms="4.0990531444549561e-01" purity="4.7903513908386230e-01" nType="-99"/>
8475 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5814492776989937e-03" rms="4.1563183069229126e-01" purity="5.4167509078979492e-01" nType="-99"/>
8476 </Node>
8477 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0257359370589256e-02" rms="3.8557225465774536e-01" purity="6.7201441526412964e-01" nType="-99"/>
8478 </Node>
8479 </BinaryTree>
8480 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="735">
8481 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1939265727996826e-01" cType="1" res="-4.8600784502923489e-03" rms="4.1326528787612915e-01" purity="4.9327379465103149e-01" nType="0">
8482 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.4596785902976990e-01" cType="1" res="3.9264988154172897e-03" rms="4.0863877534866333e-01" purity="4.5891258120536804e-01" nType="0">
8483 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0216374434530735e-03" rms="4.0089085698127747e-01" purity="3.2770028710365295e-01" nType="-99"/>
8484 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.0441747084259987e-03" rms="4.2023998498916626e-01" purity="6.7768692970275879e-01" nType="-99"/>
8485 </Node>
8486 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.4614964425563812e-01" cType="1" res="-3.5404186695814133e-02" rms="4.2755740880966187e-01" purity="6.1272102594375610e-01" nType="0">
8487 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7267774343490601e-02" rms="4.1884121298789978e-01" purity="5.0112891197204590e-01" nType="-99"/>
8488 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.7193194516003132e-03" rms="4.2671570181846619e-01" purity="6.2731570005416870e-01" nType="-99"/>
8489 </Node>
8490 </Node>
8491 </BinaryTree>
8492 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="736">
8493 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5230250805616379e-02" cType="1" res="-6.4607257954776287e-03" rms="4.0664058923721313e-01" purity="5.0379979610443115e-01" nType="0">
8494 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.0319867134094238e-01" cType="1" res="-9.7830500453710556e-03" rms="4.0510308742523193e-01" purity="4.9797168374061584e-01" nType="0">
8495 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9730499479919672e-04" rms="3.9392977952957153e-01" purity="4.4976288080215454e-01" nType="-99"/>
8496 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.7123272716999054e-03" rms="4.3497273325920105e-01" purity="6.3859993219375610e-01" nType="-99"/>
8497 </Node>
8498 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5794076025485992e-02" rms="4.3133142590522766e-01" purity="6.2305480241775513e-01" nType="-99"/>
8499 </Node>
8500 </BinaryTree>
8501 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="737">
8502 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.3333335071802139e-02" cType="1" res="1.0715622454881668e-02" rms="4.0367123484611511e-01" purity="5.1533436775207520e-01" nType="0">
8503 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2549727559089661e-01" cType="1" res="1.8043613061308861e-02" rms="4.0136176347732544e-01" purity="5.0847154855728149e-01" nType="0">
8504 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8348708981648088e-03" rms="3.8463354110717773e-01" purity="4.0117183327674866e-01" nType="-99"/>
8505 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.7228957563638687e-03" rms="4.2119178175926208e-01" purity="6.4510238170623779e-01" nType="-99"/>
8506 </Node>
8507 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.8409261703491211e-01" cType="1" res="-2.9626028612256050e-02" rms="4.1383880376815796e-01" purity="5.5311489105224609e-01" nType="0">
8508 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6802264377474785e-02" rms="4.3058958649635315e-01" purity="4.4038826227188110e-01" nType="-99"/>
8509 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5102599114179611e-03" rms="3.7655988335609436e-01" purity="7.4340492486953735e-01" nType="-99"/>
8510 </Node>
8511 </Node>
8512 </BinaryTree>
8513 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="738">
8514 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="-8.7471902370452881e-03" rms="4.0196681022644043e-01" purity="4.9471583962440491e-01" nType="0">
8515 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.3333703875541687e-02" cType="1" res="-4.4258173555135727e-02" rms="3.6191865801811218e-01" purity="3.6662408709526062e-01" nType="0">
8516 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1438015624880791e-02" rms="3.4309837222099304e-01" purity="3.3339050412178040e-01" nType="-99"/>
8517 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.9460695162415504e-03" rms="4.2531153559684753e-01" purity="5.0985628366470337e-01" nType="-99"/>
8518 </Node>
8519 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.8087960332632065e-02" cType="1" res="-2.9776925221085548e-03" rms="4.0781059861183167e-01" purity="5.1552700996398926e-01" nType="0">
8520 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1987541802227497e-03" rms="4.0549114346504211e-01" purity="5.1427471637725830e-01" nType="-99"/>
8521 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7544601112604141e-02" rms="4.2271587252616882e-01" purity="5.2684801816940308e-01" nType="-99"/>
8522 </Node>
8523 </Node>
8524 </BinaryTree>
8525 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="739">
8526 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1416064165532589e-03" cType="1" res="9.9868029356002808e-03" rms="4.1638162732124329e-01" purity="5.0863629579544067e-01" nType="0">
8527 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.6999080544337630e-03" cType="1" res="2.5587480515241623e-02" rms="4.0999770164489746e-01" purity="4.9983608722686768e-01" nType="0">
8528 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2456535845994949e-03" rms="3.9770936965942383e-01" purity="5.2307271957397461e-01" nType="-99"/>
8529 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2691508978605270e-02" rms="4.1470327973365784e-01" purity="4.8839026689529419e-01" nType="-99"/>
8530 </Node>
8531 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.4952207505702972e-01" cType="1" res="-3.1700618565082550e-03" rms="4.2124155163764954e-01" purity="5.1605802774429321e-01" nType="0">
8532 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5012037940323353e-02" rms="3.8115251064300537e-01" purity="2.6349315047264099e-01" nType="-99"/>
8533 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5514266714453697e-03" rms="4.3481943011283875e-01" purity="6.1648458242416382e-01" nType="-99"/>
8534 </Node>
8535 </Node>
8536 </BinaryTree>
8537 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="740">
8538 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="4.3779730796813965e-01" cType="1" res="6.6698151640594006e-03" rms="4.0407380461692810e-01" purity="5.0902694463729858e-01" nType="0">
8539 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.3466711044311523e+00" cType="1" res="-8.6085293442010880e-03" rms="4.0612649917602539e-01" purity="3.7104237079620361e-01" nType="0">
8540 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4613345526158810e-03" rms="4.0277722477912903e-01" purity="3.4338885545730591e-01" nType="-99"/>
8541 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7281737178564072e-02" rms="4.3600526452064514e-01" purity="7.0013278722763062e-01" nType="-99"/>
8542 </Node>
8543 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.3786581587046385e-03" cType="1" res="2.3213928565382957e-02" rms="4.0118360519409180e-01" purity="6.5844309329986572e-01" nType="0">
8544 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.3671581447124481e-03" rms="4.0097075700759888e-01" purity="6.4467799663543701e-01" nType="-99"/>
8545 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.6360137686133385e-03" rms="4.0046691894531250e-01" purity="6.6186422109603882e-01" nType="-99"/>
8546 </Node>
8547 </Node>
8548 </BinaryTree>
8549 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="741">
8550 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="4.9715642817318439e-03" rms="4.1169095039367676e-01" purity="5.0172638893127441e-01" nType="0">
8551 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3821226786822081e-03" cType="1" res="9.7456673393025994e-04" rms="4.1105794906616211e-01" purity="4.9841693043708801e-01" nType="0">
8552 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.0720642581582069e-03" rms="3.9700010418891907e-01" purity="4.8990744352340698e-01" nType="-99"/>
8553 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3567676544189453e-03" rms="4.1416022181510925e-01" purity="5.0053054094314575e-01" nType="-99"/>
8554 </Node>
8555 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.1417125873267651e-03" cType="1" res="5.5639702826738358e-02" rms="4.1631895303726196e-01" purity="5.4367887973785400e-01" nType="0">
8556 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.8838757686316967e-03" rms="3.7007495760917664e-01" purity="4.6839699149131775e-01" nType="-99"/>
8557 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5954432785511017e-02" rms="4.3501237034797668e-01" purity="5.8776330947875977e-01" nType="-99"/>
8558 </Node>
8559 </Node>
8560 </BinaryTree>
8561 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="742">
8562 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8095094263553619e-02" cType="1" res="-1.5230426564812660e-02" rms="4.0941429138183594e-01" purity="4.7986415028572083e-01" nType="0">
8563 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.1699202060699463e-01" cType="1" res="-2.0811572670936584e-02" rms="4.1070011258125305e-01" purity="4.6140417456626892e-01" nType="0">
8564 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1852013994939625e-04" rms="3.8430786132812500e-01" purity="2.9073894023895264e-01" nType="-99"/>
8565 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0872262530028820e-02" rms="4.3365952372550964e-01" purity="6.2549203634262085e-01" nType="-99"/>
8566 </Node>
8567 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.9108122587203979e-01" cType="1" res="2.3570818826556206e-02" rms="3.9820441603660583e-01" purity="6.0820174217224121e-01" nType="0">
8568 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1276929639279842e-02" rms="3.7585526704788208e-01" purity="4.4449618458747864e-01" nType="-99"/>
8569 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5394637361168861e-02" rms="4.0599283576011658e-01" purity="7.0195281505584717e-01" nType="-99"/>
8570 </Node>
8571 </Node>
8572 </BinaryTree>
8573 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="743">
8574 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.0722769498825073e-01" cType="1" res="1.5117489732801914e-02" rms="4.1351345181465149e-01" purity="5.1122897863388062e-01" nType="0">
8575 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.0006421804428101e-01" cType="1" res="2.2040853276848793e-02" rms="4.1343653202056885e-01" purity="5.0582951307296753e-01" nType="0">
8576 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1085670925676823e-03" rms="4.1004413366317749e-01" purity="4.4993609189987183e-01" nType="-99"/>
8577 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6238545998930931e-02" rms="4.2272633314132690e-01" purity="7.0218479633331299e-01" nType="-99"/>
8578 </Node>
8579 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6285715103149414e+01" cType="1" res="-6.0022503137588501e-02" rms="4.0683847665786743e-01" purity="5.6982946395874023e-01" nType="0">
8580 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0831294134259224e-02" rms="3.9642643928527832e-01" purity="5.5305635929107666e-01" nType="-99"/>
8581 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0021546622738242e-03" rms="4.1222402453422546e-01" purity="5.9280192852020264e-01" nType="-99"/>
8582 </Node>
8583 </Node>
8584 </BinaryTree>
8585 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="744">
8586 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="-1.1123234406113625e-02" rms="4.0533170104026794e-01" purity="4.8412925004959106e-01" nType="0">
8587 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.7412090301513672e-01" cType="1" res="-3.1589858699589968e-03" rms="4.0678015351295471e-01" purity="4.8664638400077820e-01" nType="0">
8588 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7024224400520325e-03" rms="4.0146180987358093e-01" purity="4.6030580997467041e-01" nType="-99"/>
8589 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.9762983843684196e-03" rms="4.3581438064575195e-01" purity="6.4655512571334839e-01" nType="-99"/>
8590 </Node>
8591 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.0933540314435959e-02" cType="1" res="-4.0521923452615738e-02" rms="3.9856392145156860e-01" purity="4.7483766078948975e-01" nType="0">
8592 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7682477831840515e-02" rms="3.9091190695762634e-01" purity="4.3021014332771301e-01" nType="-99"/>
8593 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.1598201543092728e-03" rms="4.1573259234428406e-01" purity="6.3117444515228271e-01" nType="-99"/>
8594 </Node>
8595 </Node>
8596 </BinaryTree>
8597 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="745">
8598 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.4256641864776611e-01" cType="1" res="1.6129329800605774e-02" rms="4.1007450222969055e-01" purity="5.1835304498672485e-01" nType="0">
8599 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.5025596171617508e-02" cType="1" res="3.3136382699012756e-02" rms="4.1657471656799316e-01" purity="4.3865677714347839e-01" nType="0">
8600 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6875406056642532e-02" rms="1.6709211468696594e-01" purity="2.2178657352924347e-02" nType="-99"/>
8601 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0290463455021381e-02" rms="4.2346891760826111e-01" purity="4.5651638507843018e-01" nType="-99"/>
8602 </Node>
8603 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.9712843000888824e-01" cType="1" res="-1.4021339826285839e-02" rms="3.9650109410285950e-01" purity="6.5964126586914062e-01" nType="0">
8604 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6779199242591858e-02" rms="4.2801377177238464e-01" purity="3.5294869542121887e-01" nType="-99"/>
8605 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1586021650582552e-03" rms="3.7927728891372681e-01" purity="7.9544895887374878e-01" nType="-99"/>
8606 </Node>
8607 </Node>
8608 </BinaryTree>
8609 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="746">
8610 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="-2.5101893115788698e-03" rms="4.0430298447608948e-01" purity="5.0363326072692871e-01" nType="0">
8611 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="9.2857141494750977e+00" cType="1" res="2.3942653089761734e-02" rms="4.0613973140716553e-01" purity="5.0123947858810425e-01" nType="0">
8612 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1957352980971336e-02" rms="4.0972492098808289e-01" purity="4.6709319949150085e-01" nType="-99"/>
8613 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0384020861238241e-03" rms="4.0024748444557190e-01" purity="5.4832696914672852e-01" nType="-99"/>
8614 </Node>
8615 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.1428450942039490e-02" cType="1" res="-2.2446945309638977e-02" rms="4.0176379680633545e-01" purity="5.0543731451034546e-01" nType="0">
8616 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0723850689828396e-02" rms="3.9546611905097961e-01" purity="4.5252639055252075e-01" nType="-99"/>
8617 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5817290879786015e-03" rms="4.1258841753005981e-01" purity="6.1429846286773682e-01" nType="-99"/>
8618 </Node>
8619 </Node>
8620 </BinaryTree>
8621 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="747">
8622 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285713195800781e+01" cType="1" res="8.8784461840987206e-03" rms="4.0650677680969238e-01" purity="5.1179695129394531e-01" nType="0">
8623 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="6.2857141494750977e+00" cType="1" res="1.1856196448206902e-02" rms="4.0705761313438416e-01" purity="5.1524341106414795e-01" nType="0">
8624 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5306865796446800e-02" rms="3.7978434562683105e-01" purity="3.2406711578369141e-01" nType="-99"/>
8625 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1379459910094738e-03" rms="4.0940707921981812e-01" purity="5.3614521026611328e-01" nType="-99"/>
8626 </Node>
8627 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9341382905840874e-02" rms="3.6581331491470337e-01" purity="3.7703156471252441e-01" nType="-99"/>
8628 </Node>
8629 </BinaryTree>
8630 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="748">
8631 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="2.5923855137079954e-03" rms="4.0720218420028687e-01" purity="5.1065576076507568e-01" nType="0">
8632 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.9047824665904045e-02" cType="1" res="-2.1223373711109161e-02" rms="3.9701685309410095e-01" purity="4.7712245583534241e-01" nType="0">
8633 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6160450652241707e-03" rms="3.9799779653549194e-01" purity="4.4984996318817139e-01" nType="-99"/>
8634 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3811694458127022e-02" rms="3.9361238479614258e-01" purity="5.3480774164199829e-01" nType="-99"/>
8635 </Node>
8636 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.8095477968454361e-02" cType="1" res="3.1886894255876541e-02" rms="4.1753250360488892e-01" purity="5.5190336704254150e-01" nType="0">
8637 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1186070740222931e-02" rms="4.1310641169548035e-01" purity="5.5259132385253906e-01" nType="-99"/>
8638 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5231332741677761e-02" rms="4.4895118474960327e-01" purity="5.4516816139221191e-01" nType="-99"/>
8639 </Node>
8640 </Node>
8641 </BinaryTree>
8642 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="749">
8643 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810507263988256e-03" cType="1" res="-9.9833505228161812e-03" rms="4.1181519627571106e-01" purity="4.8518165946006775e-01" nType="0">
8644 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.9271662458777428e-03" cType="1" res="1.6782453283667564e-02" rms="4.2476597428321838e-01" purity="5.3511148691177368e-01" nType="0">
8645 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5528390649706125e-03" rms="4.2140087485313416e-01" purity="5.2361279726028442e-01" nType="-99"/>
8646 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8592450767755508e-02" rms="4.3572774529457092e-01" purity="5.8558571338653564e-01" nType="-99"/>
8647 </Node>
8648 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="-1.7828790470957756e-02" rms="4.0760827064514160e-01" purity="4.7054651379585266e-01" nType="0">
8649 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4778229892253876e-03" rms="4.1032594442367554e-01" purity="4.7943758964538574e-01" nType="-99"/>
8650 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0946785807609558e-02" rms="3.7568655610084534e-01" purity="3.8411620259284973e-01" nType="-99"/>
8651 </Node>
8652 </Node>
8653 </BinaryTree>
8654 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="750">
8655 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0000000000000000e+01" cType="1" res="-4.4212294742465019e-03" rms="4.0321907401084900e-01" purity="5.0046861171722412e-01" nType="0">
8656 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.1716603636741638e-01" cType="1" res="-7.7577163465321064e-03" rms="4.0276485681533813e-01" purity="4.9876689910888672e-01" nType="0">
8657 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.7005699276924133e-03" rms="3.8092255592346191e-01" purity="2.5452739000320435e-01" nType="-99"/>
8658 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2107462389394641e-03" rms="4.1781088709831238e-01" purity="6.7994928359985352e-01" nType="-99"/>
8659 </Node>
8660 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4906832017004490e-02" rms="4.0665253996849060e-01" purity="5.3116112947463989e-01" nType="-99"/>
8661 </Node>
8662 </BinaryTree>
8663 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="751">
8664 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4280545711517334e+00" cType="1" res="3.7447835784405470e-03" rms="4.0534970164299011e-01" purity="5.0840961933135986e-01" nType="0">
8665 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.9480463862419128e-02" cType="1" res="9.1041447594761848e-03" rms="4.0668743848800659e-01" purity="4.9709168076515198e-01" nType="0">
8666 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4799885228276253e-02" rms="3.6112898588180542e-01" purity="2.0614343881607056e-01" nType="-99"/>
8667 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.7013828558847308e-04" rms="4.1223698854446411e-01" purity="5.3758645057678223e-01" nType="-99"/>
8668 </Node>
8669 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.2974636554718018e-01" cType="1" res="-4.7056518495082855e-02" rms="3.8879102468490601e-01" purity="6.1569154262542725e-01" nType="0">
8670 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9609939083456993e-02" rms="3.9323496818542480e-01" purity="4.1452050209045410e-01" nType="-99"/>
8671 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.5907436870038509e-03" rms="3.8245728611946106e-01" purity="7.1632397174835205e-01" nType="-99"/>
8672 </Node>
8673 </Node>
8674 </BinaryTree>
8675 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="752">
8676 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.3333335071802139e-02" cType="1" res="1.0297353146597743e-03" rms="4.0190464258193970e-01" purity="5.0082552433013916e-01" nType="0">
8677 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4219344556331635e-01" cType="1" res="-6.2672132626175880e-03" rms="3.9499336481094360e-01" purity="4.8311436176300049e-01" nType="0">
8678 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.3768844380974770e-03" rms="3.4712806344032288e-01" purity="1.9939643144607544e-01" nType="-99"/>
8679 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3029334368184209e-03" rms="4.1835290193557739e-01" purity="6.3769000768661499e-01" nType="-99"/>
8680 </Node>
8681 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.0541602373123169e-01" cType="1" res="3.9865519851446152e-02" rms="4.3479681015014648e-01" purity="5.9508794546127319e-01" nType="0">
8682 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0709171891212463e-02" rms="4.4619098305702209e-01" purity="5.3598278760910034e-01" nType="-99"/>
8683 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.1515795793384314e-04" rms="4.2042392492294312e-01" purity="6.5160322189331055e-01" nType="-99"/>
8684 </Node>
8685 </Node>
8686 </BinaryTree>
8687 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="753">
8688 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285713195800781e+01" cType="1" res="5.4863304831087589e-03" rms="4.1152387857437134e-01" purity="5.0367444753646851e-01" nType="0">
8689 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.1537595987319946e-01" cType="1" res="2.4999380111694336e-03" rms="4.1037386655807495e-01" purity="5.0230395793914795e-01" nType="0">
8690 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6753365052863955e-03" rms="4.0617850422859192e-01" purity="4.4571799039840698e-01" nType="-99"/>
8691 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.0372093468904495e-03" rms="4.2150020599365234e-01" purity="6.6832143068313599e-01" nType="-99"/>
8692 </Node>
8693 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4955518543720245e-02" rms="4.3452563881874084e-01" purity="5.4279887676239014e-01" nType="-99"/>
8694 </Node>
8695 </BinaryTree>
8696 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="754">
8697 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.5152356624603271e+00" cType="1" res="6.7750280722975731e-03" rms="4.1322302818298340e-01" purity="5.0272065401077271e-01" nType="0">
8698 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.6203509569168091e-01" cType="1" res="3.7338603287935257e-03" rms="4.1252708435058594e-01" purity="4.9541071057319641e-01" nType="0">
8699 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2086366079747677e-03" rms="4.1068321466445923e-01" purity="4.9248087406158447e-01" nType="-99"/>
8700 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8318397924304008e-02" rms="4.3926098942756653e-01" purity="5.5034124851226807e-01" nType="-99"/>
8701 </Node>
8702 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7152031883597374e-02" rms="4.2214724421501160e-01" purity="6.4335840940475464e-01" nType="-99"/>
8703 </Node>
8704 </BinaryTree>
8705 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="755">
8706 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.8688911199569702e-01" cType="1" res="7.5639848364517093e-04" rms="4.0855023264884949e-01" purity="4.9848714470863342e-01" nType="0">
8707 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.5237924903631210e-02" cType="1" res="1.7177531495690346e-02" rms="4.0227702260017395e-01" purity="4.4506430625915527e-01" nType="0">
8708 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1651878058910370e-03" rms="4.0238571166992188e-01" purity="4.4527640938758850e-01" nType="-99"/>
8709 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1851396188139915e-02" rms="3.8686019182205200e-01" purity="4.3940305709838867e-01" nType="-99"/>
8710 </Node>
8711 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.1740112304687500e-01" cType="1" res="-4.0602870285511017e-02" rms="4.2111131548881531e-01" purity="6.3304096460342407e-01" nType="0">
8712 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5544536076486111e-03" rms="4.1540613770484924e-01" purity="6.5811097621917725e-01" nType="-99"/>
8713 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5268929079174995e-02" rms="4.2706650495529175e-01" purity="5.8404666185379028e-01" nType="-99"/>
8714 </Node>
8715 </Node>
8716 </BinaryTree>
8717 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="756">
8718 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.2857166379690170e-02" cType="1" res="3.6354740150272846e-03" rms="4.0478637814521790e-01" purity="5.0640189647674561e-01" nType="0">
8719 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.6571428298950195e+01" cType="1" res="-2.2614777553826571e-03" rms="4.0556606650352478e-01" purity="4.9163377285003662e-01" nType="0">
8720 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9306037575006485e-03" rms="4.0883985161781311e-01" purity="4.9608543515205383e-01" nType="-99"/>
8721 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2196581810712814e-02" rms="3.8779631257057190e-01" purity="4.7142896056175232e-01" nType="-99"/>
8722 </Node>
8723 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.6273000538349152e-02" cType="1" res="7.3028087615966797e-02" rms="3.8883459568023682e-01" purity="6.8018621206283569e-01" nType="0">
8724 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0109569877386093e-02" rms="3.6029630899429321e-01" purity="6.7979210615158081e-01" nType="-99"/>
8725 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7770226821303368e-02" rms="4.1009226441383362e-01" purity="6.8053966760635376e-01" nType="-99"/>
8726 </Node>
8727 </Node>
8728 </BinaryTree>
8729 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="757">
8730 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2380950927734375e+01" cType="1" res="5.2490546368062496e-03" rms="4.1155889630317688e-01" purity="5.0362467765808105e-01" nType="0">
8731 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.5209858566522598e-02" cType="1" res="9.2844292521476746e-03" rms="4.1319480538368225e-01" purity="5.0873988866806030e-01" nType="0">
8732 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6369073418900371e-03" rms="4.1277354955673218e-01" purity="5.0032430887222290e-01" nType="-99"/>
8733 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0889220759272575e-02" rms="4.1563254594802856e-01" purity="6.6630095243453979e-01" nType="-99"/>
8734 </Node>
8735 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.9766584038734436e-01" cType="1" res="-3.2758031040430069e-02" rms="3.9379599690437317e-01" purity="4.5544728636741638e-01" nType="0">
8736 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1148031577467918e-02" rms="3.7411668896675110e-01" purity="3.1870299577713013e-01" nType="-99"/>
8737 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.0942256348207593e-04" rms="4.0878018736839294e-01" purity="5.8651703596115112e-01" nType="-99"/>
8738 </Node>
8739 </Node>
8740 </BinaryTree>
8741 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="758">
8742 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="9.8414476960897446e-03" rms="4.0722122788429260e-01" purity="5.1359081268310547e-01" nType="0">
8743 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="5.2380952835083008e+00" cType="1" res="-1.6219803364947438e-03" rms="4.0080878138542175e-01" purity="4.9749082326889038e-01" nType="0">
8744 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6303891316056252e-02" rms="3.9334318041801453e-01" purity="4.1494449973106384e-01" nType="-99"/>
8745 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2305198945105076e-03" rms="4.0124186873435974e-01" purity="5.0736463069915771e-01" nType="-99"/>
8746 </Node>
8747 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.7600916586816311e-03" cType="1" res="3.7813272327184677e-02" rms="4.2115226387977600e-01" purity="5.5287611484527588e-01" nType="0">
8748 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2188000380992889e-02" rms="4.2532452940940857e-01" purity="5.9799182415008545e-01" nType="-99"/>
8749 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4398718960583210e-03" rms="4.1580599546432495e-01" purity="5.2212506532669067e-01" nType="-99"/>
8750 </Node>
8751 </Node>
8752 </BinaryTree>
8753 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="759">
8754 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.0000000000000000e+01" cType="1" res="6.7969993688166142e-03" rms="4.0963295102119446e-01" purity="5.0726145505905151e-01" nType="0">
8755 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.8620531558990479e-01" cType="1" res="2.1113669499754906e-02" rms="4.1034108400344849e-01" purity="5.1746731996536255e-01" nType="0">
8756 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.7559372186660767e-03" rms="4.1503578424453735e-01" purity="4.8112082481384277e-01" nType="-99"/>
8757 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0147174820303917e-02" rms="3.7956875562667847e-01" purity="7.1694070100784302e-01" nType="-99"/>
8758 </Node>
8759 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="8.4949386119842529e-01" cType="1" res="-2.1043455228209496e-02" rms="4.0681245923042297e-01" purity="4.8741501569747925e-01" nType="0">
8760 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.7464293465018272e-03" rms="4.1334298253059387e-01" purity="4.2378890514373779e-01" nType="-99"/>
8761 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.4235823228955269e-03" rms="3.7728887796401978e-01" purity="7.3509281873703003e-01" nType="-99"/>
8762 </Node>
8763 </Node>
8764 </BinaryTree>
8765 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="760">
8766 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="7.4750411510467529e-01" cType="1" res="3.9710868149995804e-03" rms="4.0611490607261658e-01" purity="5.0730007886886597e-01" nType="0">
8767 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="-2.7116916608065367e-03" rms="4.0656399726867676e-01" purity="4.8475092649459839e-01" nType="0">
8768 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6946311593055725e-03" rms="4.0215250849723816e-01" purity="4.6948602795600891e-01" nType="-99"/>
8769 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.7477572485804558e-03" rms="4.1800311207771301e-01" purity="5.3037965297698975e-01" nType="-99"/>
8770 </Node>
8771 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3030508309602737e-02" rms="3.9122107625007629e-01" purity="7.8585332632064819e-01" nType="-99"/>
8772 </Node>
8773 </BinaryTree>
8774 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="761">
8775 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="8.9676952362060547e-01" cType="1" res="1.1592336930334568e-02" rms="4.1234114766120911e-01" purity="5.1514196395874023e-01" nType="0">
8776 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.0870734751224518e-01" cType="1" res="4.7036390751600266e-03" rms="4.1049048304557800e-01" purity="4.9507135152816772e-01" nType="0">
8777 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0226855985820293e-02" rms="3.7838953733444214e-01" purity="2.4439510703086853e-01" nType="-99"/>
8778 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8180868355557323e-03" rms="4.2466551065444946e-01" purity="6.1633837223052979e-01" nType="-99"/>
8779 </Node>
8780 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.0083593130111694e-01" cType="1" res="6.9228053092956543e-02" rms="4.2313948273658752e-01" purity="6.8306678533554077e-01" nType="0">
8781 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8415849432349205e-02" rms="4.3305879831314087e-01" purity="6.3155704736709595e-01" nType="-99"/>
8782 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4278577659279108e-03" rms="4.0316411852836609e-01" purity="7.4698740243911743e-01" nType="-99"/>
8783 </Node>
8784 </Node>
8785 </BinaryTree>
8786 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="762">
8787 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.6190426200628281e-02" cType="1" res="-1.1221487075090408e-02" rms="4.0509206056594849e-01" purity="4.8855823278427124e-01" nType="0">
8788 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.7456585541367531e-02" cType="1" res="-1.3988951686769724e-03" rms="3.9924597740173340e-01" purity="4.7603908181190491e-01" nType="0">
8789 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6149447076022625e-03" rms="3.9830538630485535e-01" purity="4.5560342073440552e-01" nType="-99"/>
8790 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1574564501643181e-02" rms="4.0185555815696716e-01" purity="5.9361815452575684e-01" nType="-99"/>
8791 </Node>
8792 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.2993413507938385e-02" cType="1" res="-4.4952180236577988e-02" rms="4.2282134294509888e-01" purity="5.3154909610748291e-01" nType="0">
8793 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7633924037218094e-02" rms="4.1354292631149292e-01" purity="4.4534197449684143e-01" nType="-99"/>
8794 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.4518782310187817e-03" rms="4.2421588301658630e-01" purity="5.6341838836669922e-01" nType="-99"/>
8795 </Node>
8796 </Node>
8797 </BinaryTree>
8798 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="763">
8799 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.8563992977142334e+00" cType="1" res="-5.0061298534274101e-03" rms="4.0862494707107544e-01" purity="4.9311214685440063e-01" nType="0">
8800 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="5.4676920175552368e-01" cType="1" res="-2.3696215357631445e-03" rms="4.0816783905029297e-01" purity="4.9150505661964417e-01" nType="0">
8801 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9691200256347656e-03" rms="4.0407097339630127e-01" purity="4.0194046497344971e-01" nType="-99"/>
8802 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.8388946130871773e-03" rms="4.1511821746826172e-01" purity="6.8397891521453857e-01" nType="-99"/>
8803 </Node>
8804 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7540553361177444e-02" rms="4.1400775313377380e-01" purity="5.4765909910202026e-01" nType="-99"/>
8805 </Node>
8806 </BinaryTree>
8807 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="764">
8808 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.5976765751838684e-01" cType="1" res="1.0821926407516003e-03" rms="4.0358459949493408e-01" purity="5.0596833229064941e-01" nType="0">
8809 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.3244702517986298e-02" cType="1" res="-1.7951920628547668e-02" rms="3.9567252993583679e-01" purity="3.9940372109413147e-01" nType="0">
8810 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.6703076269477606e-04" rms="3.8193875551223755e-01" purity="3.7016290426254272e-01" nType="-99"/>
8811 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0532517917454243e-02" rms="4.0718552470207214e-01" purity="4.2689141631126404e-01" nType="-99"/>
8812 </Node>
8813 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="5.7398539781570435e-01" cType="1" res="3.3660829067230225e-02" rms="4.1475632786750793e-01" purity="6.8836349248886108e-01" nType="0">
8814 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1488493764773011e-03" rms="4.3603295087814331e-01" purity="5.9800398349761963e-01" nType="-99"/>
8815 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8540248274803162e-02" rms="3.9170339703559875e-01" purity="7.6882416009902954e-01" nType="-99"/>
8816 </Node>
8817 </Node>
8818 </BinaryTree>
8819 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="765">
8820 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7643939033150673e-03" cType="1" res="-3.7067651282995939e-03" rms="4.1147068142890930e-01" purity="4.8853921890258789e-01" nType="0">
8821 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.1371639557182789e-03" cType="1" res="-2.5814127177000046e-02" rms="4.0754017233848572e-01" purity="4.4744983315467834e-01" nType="0">
8822 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7520948573946953e-03" rms="3.9665284752845764e-01" purity="5.5913650989532471e-01" nType="-99"/>
8823 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3662475161254406e-02" rms="4.1124111413955688e-01" purity="3.9178684353828430e-01" nType="-99"/>
8824 </Node>
8825 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.0000000000000000e+01" cType="1" res="7.3875654488801956e-03" rms="4.1298338770866394e-01" purity="5.0915944576263428e-01" nType="0">
8826 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.6081318072974682e-03" rms="4.1242647171020508e-01" purity="5.3158777952194214e-01" nType="-99"/>
8827 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.3174941353499889e-03" rms="4.1213646531105042e-01" purity="4.6041068434715271e-01" nType="-99"/>
8828 </Node>
8829 </Node>
8830 </BinaryTree>
8831 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="766">
8832 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="-1.8079433357343078e-03" rms="4.0516084432601929e-01" purity="4.9737846851348877e-01" nType="0">
8833 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.0952839180827141e-02" cType="1" res="-3.8430843502283096e-02" rms="3.6325645446777344e-01" purity="3.7482526898384094e-01" nType="0">
8834 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8944848328828812e-02" rms="3.5717606544494629e-01" purity="3.2873755693435669e-01" nType="-99"/>
8835 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.3187228515744209e-03" rms="3.7857899069786072e-01" purity="5.4515045881271362e-01" nType="-99"/>
8836 </Node>
8837 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.3999596834182739e+00" cType="1" res="6.2434473074972630e-03" rms="4.1336986422538757e-01" purity="5.2432125806808472e-01" nType="0">
8838 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.9332705829292536e-04" rms="4.1367644071578979e-01" purity="5.0761073827743530e-01" nType="-99"/>
8839 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4668040908873081e-02" rms="4.0615764260292053e-01" purity="7.7146357297897339e-01" nType="-99"/>
8840 </Node>
8841 </Node>
8842 </BinaryTree>
8843 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="767">
8844 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.3771045207977295e+00" cType="1" res="2.2514329757541418e-03" rms="4.1405963897705078e-01" purity="4.9841785430908203e-01" nType="0">
8845 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.0238094329833984e+01" cType="1" res="4.8774154856801033e-03" rms="4.1317155957221985e-01" purity="4.9677804112434387e-01" nType="0">
8846 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0823407210409641e-03" rms="4.0600100159645081e-01" purity="4.8363888263702393e-01" nType="-99"/>
8847 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.0561308637261391e-03" rms="4.2676332592964172e-01" purity="5.2332013845443726e-01" nType="-99"/>
8848 </Node>
8849 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0328044891357422e-02" rms="4.3144857883453369e-01" purity="5.4306477308273315e-01" nType="-99"/>
8850 </Node>
8851 </BinaryTree>
8852 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="768">
8853 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.6186130940914154e-02" cType="1" res="8.8203120976686478e-03" rms="4.0431389212608337e-01" purity="5.1381373405456543e-01" nType="0">
8854 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="-1.7132896464318037e-03" rms="4.0518411993980408e-01" purity="4.7062134742736816e-01" nType="0">
8855 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6507974192500114e-03" rms="4.0135341882705688e-01" purity="4.7494605183601379e-01" nType="-99"/>
8856 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8923287540674210e-03" rms="4.0633410215377808e-01" purity="4.6832510828971863e-01" nType="-99"/>
8857 </Node>
8858 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.9792787283658981e-02" cType="1" res="3.8571123033761978e-02" rms="4.0035188198089600e-01" purity="6.3580536842346191e-01" nType="0">
8859 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8022947013378143e-02" rms="3.8953188061714172e-01" purity="6.7072468996047974e-01" nType="-99"/>
8860 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5709382500499487e-03" rms="4.1536092758178711e-01" purity="5.6883555650711060e-01" nType="-99"/>
8861 </Node>
8862 </Node>
8863 </BinaryTree>
8864 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="769">
8865 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.9079967737197876e+00" cType="1" res="-1.9885365327354521e-04" rms="4.0018495917320251e-01" purity="5.0613790750503540e-01" nType="0">
8866 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.0927305221557617e+00" cType="1" res="-4.0489062666893005e-03" rms="4.0005421638488770e-01" purity="4.9043238162994385e-01" nType="0">
8867 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.9142796564847231e-04" rms="3.9762619137763977e-01" purity="4.8410341143608093e-01" nType="-99"/>
8868 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4798620492219925e-02" rms="4.2173066735267639e-01" purity="5.7433861494064331e-01" nType="-99"/>
8869 </Node>
8870 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3390056788921356e-02" rms="3.9869895577430725e-01" purity="7.0210790634155273e-01" nType="-99"/>
8871 </Node>
8872 </BinaryTree>
8873 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="770">
8874 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0355000495910645e-01" cType="1" res="-6.1987654771655798e-04" rms="4.1142165660858154e-01" purity="5.0184971094131470e-01" nType="0">
8875 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.1479499340057373e-01" cType="1" res="1.6728978604078293e-02" rms="4.0980547666549683e-01" purity="3.8890436291694641e-01" nType="0">
8876 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.2804655432701111e-03" rms="4.0237599611282349e-01" purity="3.6366698145866394e-01" nType="-99"/>
8877 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.5608150586485863e-03" rms="4.3542808294296265e-01" purity="4.9550220370292664e-01" nType="-99"/>
8878 </Node>
8879 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="1.0830347537994385e+00" cType="1" res="-1.1199459433555603e-02" rms="4.1204571723937988e-01" purity="5.7072538137435913e-01" nType="0">
8880 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.3721629083156586e-03" rms="4.1730305552482605e-01" purity="5.3232556581497192e-01" nType="-99"/>
8881 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6268633604049683e-03" rms="3.8375416398048401e-01" purity="7.5280445814132690e-01" nType="-99"/>
8882 </Node>
8883 </Node>
8884 </BinaryTree>
8885 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="771">
8886 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0312901735305786e-01" cType="1" res="-1.7436495050787926e-02" rms="4.0098211169242859e-01" purity="4.8834863305091858e-01" nType="0">
8887 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.5693060606718063e-02" cType="1" res="-3.1829632818698883e-02" rms="3.8147580623626709e-01" purity="3.4501719474792480e-01" nType="0">
8888 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.7498856224119663e-03" rms="3.7670433521270752e-01" purity="3.4013509750366211e-01" nType="-99"/>
8889 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7770398184657097e-02" rms="4.0963265299797058e-01" purity="3.8287562131881714e-01" nType="-99"/>
8890 </Node>
8891 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="-8.8862758129835129e-03" rms="4.1189485788345337e-01" purity="5.7349437475204468e-01" nType="0">
8892 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.0921832919120789e-03" rms="3.9625951647758484e-01" purity="5.3316324949264526e-01" nType="-99"/>
8893 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3657142668962479e-03" rms="4.1521680355072021e-01" purity="5.8303517103195190e-01" nType="-99"/>
8894 </Node>
8895 </Node>
8896 </BinaryTree>
8897 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="772">
8898 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="6.2915161252021790e-03" rms="4.0899181365966797e-01" purity="5.0200957059860229e-01" nType="0">
8899 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4761905670166016e+01" cType="1" res="9.3160159885883331e-03" rms="4.1033741831779480e-01" purity="5.0644415616989136e-01" nType="0">
8900 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2759928358718753e-04" rms="4.0494921803474426e-01" purity="4.9343335628509521e-01" nType="-99"/>
8901 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2843205593526363e-02" rms="4.2827975749969482e-01" purity="5.5621606111526489e-01" nType="-99"/>
8902 </Node>
8903 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0792862400412560e-02" rms="3.6487641930580139e-01" purity="3.8936102390289307e-01" nType="-99"/>
8904 </Node>
8905 </BinaryTree>
8906 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="773">
8907 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.3101696968078613e+00" cType="1" res="6.9689969532191753e-03" rms="4.0647140145301819e-01" purity="5.0660133361816406e-01" nType="0">
8908 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="3.3514839597046375e-03" rms="4.0659776329994202e-01" purity="4.8896339535713196e-01" nType="0">
8909 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8390150293707848e-03" rms="3.9186072349548340e-01" purity="4.4813948869705200e-01" nType="-99"/>
8910 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8169301114976406e-03" rms="4.1567838191986084e-01" purity="5.1585751771926880e-01" nType="-99"/>
8911 </Node>
8912 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8236398696899414e-02" rms="4.0098249912261963e-01" purity="7.6239567995071411e-01" nType="-99"/>
8913 </Node>
8914 </BinaryTree>
8915 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="774">
8916 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="3.3784930128604174e-03" rms="4.1287857294082642e-01" purity="4.9409434199333191e-01" nType="0">
8917 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="7.1415738202631474e-03" cType="1" res="-1.0840649716556072e-02" rms="4.0511420369148254e-01" purity="4.6834501624107361e-01" nType="0">
8918 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.0236205831170082e-03" rms="4.1522932052612305e-01" purity="4.6419885754585266e-01" nType="-99"/>
8919 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2552911415696144e-02" rms="3.9332827925682068e-01" purity="4.7191867232322693e-01" nType="-99"/>
8920 </Node>
8921 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.9047578796744347e-02" cType="1" res="2.1155357360839844e-02" rms="4.2171105742454529e-01" purity="5.2628630399703979e-01" nType="0">
8922 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3826136970892549e-04" rms="4.1437909007072449e-01" purity="4.7624918818473816e-01" nType="-99"/>
8923 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7565829679369926e-02" rms="4.3227556347846985e-01" purity="6.2448990345001221e-01" nType="-99"/>
8924 </Node>
8925 </Node>
8926 </BinaryTree>
8927 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="775">
8928 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.1678910255432129e+00" cType="1" res="-1.1709851212799549e-02" rms="4.0833589434623718e-01" purity="4.8574519157409668e-01" nType="0">
8929 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="5.0089240074157715e-01" cType="1" res="-6.0479845851659775e-03" rms="4.0712144970893860e-01" purity="4.7247210144996643e-01" nType="0">
8930 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6678101643919945e-03" rms="4.0739211440086365e-01" purity="4.1369348764419556e-01" nType="-99"/>
8931 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.3312924727797508e-03" rms="4.0347167849540710e-01" purity="7.1319717168807983e-01" nType="-99"/>
8932 </Node>
8933 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="7.2169470787048340e-01" cType="1" res="-8.1695824861526489e-02" rms="4.1675585508346558e-01" purity="6.4981335401535034e-01" nType="0">
8934 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2795815244317055e-02" rms="4.0191000699996948e-01" purity="6.6776984930038452e-01" nType="-99"/>
8935 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8185436278581619e-02" rms="4.2870026826858521e-01" purity="6.3012164831161499e-01" nType="-99"/>
8936 </Node>
8937 </Node>
8938 </BinaryTree>
8939 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="776">
8940 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="7.0144432783126831e-01" cType="1" res="2.1013109944760799e-03" rms="4.1040870547294617e-01" purity="4.9116820096969604e-01" nType="0">
8941 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.9000103473663330e-01" cType="1" res="9.0606641024351120e-03" rms="4.0806740522384644e-01" purity="4.6162271499633789e-01" nType="0">
8942 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.2172213802114129e-04" rms="4.0474513173103333e-01" purity="4.3401223421096802e-01" nType="-99"/>
8943 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7386488616466522e-02" rms="4.3169429898262024e-01" purity="7.0794963836669922e-01" nType="-99"/>
8944 </Node>
8945 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.3845854997634888e+00" cType="1" res="-3.5935983061790466e-02" rms="4.2094841599464417e-01" purity="6.5265321731567383e-01" nType="0">
8946 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5231922306120396e-03" rms="4.2553910613059998e-01" purity="6.6922181844711304e-01" nType="-99"/>
8947 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5407437235116959e-02" rms="3.9932951331138611e-01" purity="5.9424912929534912e-01" nType="-99"/>
8948 </Node>
8949 </Node>
8950 </BinaryTree>
8951 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="777">
8952 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.3695480227470398e-01" cType="1" res="-5.4844478145241737e-03" rms="4.0571516752243042e-01" purity="4.8803707957267761e-01" nType="0">
8953 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.6032274067401886e-01" cType="1" res="1.5808001626282930e-03" rms="3.9885732531547546e-01" purity="4.6191629767417908e-01" nType="0">
8954 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7089821416884661e-03" rms="3.9166444540023804e-01" purity="3.9206743240356445e-01" nType="-99"/>
8955 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1514998972415924e-02" rms="4.1720765829086304e-01" purity="6.7561370134353638e-01" nType="-99"/>
8956 </Node>
8957 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9032738208770752e+00" cType="1" res="-4.7288529574871063e-02" rms="4.4182464480400085e-01" purity="6.4259004592895508e-01" nType="0">
8958 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3500289767980576e-02" rms="4.4665738940238953e-01" purity="5.9728878736495972e-01" nType="-99"/>
8959 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0706993751227856e-02" rms="4.1877377033233643e-01" purity="7.3781985044479370e-01" nType="-99"/>
8960 </Node>
8961 </Node>
8962 </BinaryTree>
8963 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="778">
8964 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0290761590003967e-01" cType="1" res="-5.4714917205274105e-03" rms="4.0523883700370789e-01" purity="4.9096372723579407e-01" nType="0">
8965 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.1903991699218750e-01" cType="1" res="-2.5217717513442039e-02" rms="3.9014405012130737e-01" purity="3.3314299583435059e-01" nType="0">
8966 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4404133222997189e-03" rms="3.7813687324523926e-01" purity="3.0530473589897156e-01" nType="-99"/>
8967 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7544306814670563e-02" rms="4.3334788084030151e-01" purity="4.4883707165718079e-01" nType="-99"/>
8968 </Node>
8969 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.3327024430036545e-02" cType="1" res="5.6282379664480686e-03" rms="4.1306781768798828e-01" purity="5.7967782020568848e-01" nType="0">
8970 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3430228941142559e-03" rms="4.1338488459587097e-01" purity="5.7500755786895752e-01" nType="-99"/>
8971 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.1857582554221153e-03" rms="4.0938058495521545e-01" purity="6.0705775022506714e-01" nType="-99"/>
8972 </Node>
8973 </Node>
8974 </BinaryTree>
8975 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="779">
8976 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="1.2221225188113749e-04" rms="4.0107974410057068e-01" purity="5.1003485918045044e-01" nType="0">
8977 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.0475346148014069e-02" cType="1" res="5.3952932357788086e-03" rms="4.0301293134689331e-01" purity="5.1712989807128906e-01" nType="0">
8978 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3514952014666051e-05" rms="4.0007188916206360e-01" purity="5.0651746988296509e-01" nType="-99"/>
8979 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4941405504941940e-02" rms="4.2768403887748718e-01" purity="6.2245476245880127e-01" nType="-99"/>
8980 </Node>
8981 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.9085689783096313e-01" cType="1" res="-7.2916589677333832e-02" rms="3.6553224921226501e-01" purity="4.1175949573516846e-01" nType="0">
8982 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1341578327119350e-02" rms="3.5622617602348328e-01" purity="3.2103329896926880e-01" nType="-99"/>
8983 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7168922126293182e-02" rms="3.6988851428031921e-01" purity="4.7244912385940552e-01" nType="-99"/>
8984 </Node>
8985 </Node>
8986 </BinaryTree>
8987 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="780">
8988 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.9857143402099609e+01" cType="1" res="9.9822774063795805e-04" rms="4.0451207756996155e-01" purity="4.9456459283828735e-01" nType="0">
8989 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.4857142448425293e+01" cType="1" res="-3.9960737340152264e-03" rms="4.0398389101028442e-01" purity="4.9180215597152710e-01" nType="0">
8990 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.5047289244830608e-03" rms="3.9376643300056458e-01" purity="4.5182719826698303e-01" nType="-99"/>
8991 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9595850501209497e-03" rms="4.1183844208717346e-01" purity="5.2557337284088135e-01" nType="-99"/>
8992 </Node>
8993 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4292919784784317e-02" rms="4.0391489863395691e-01" purity="5.4219657182693481e-01" nType="-99"/>
8994 </Node>
8995 </BinaryTree>
8996 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="781">
8997 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.3142856597900391e+01" cType="1" res="-2.0475245546549559e-03" rms="4.0656882524490356e-01" purity="4.9257335066795349e-01" nType="0">
8998 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2363446652889252e-01" cType="1" res="8.7515152990818024e-03" rms="4.0526098012924194e-01" purity="4.9780434370040894e-01" nType="0">
8999 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.9523327983915806e-03" rms="3.8984838128089905e-01" purity="4.0769508481025696e-01" nType="-99"/>
9000 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2253443021327257e-03" rms="4.2355060577392578e-01" purity="6.1315864324569702e-01" nType="-99"/>
9001 </Node>
9002 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.4424742758274078e-01" cType="1" res="-3.6748141050338745e-02" rms="4.0881663560867310e-01" purity="4.7576451301574707e-01" nType="0">
9003 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7691385000944138e-02" rms="3.8879072666168213e-01" purity="3.8535478711128235e-01" nType="-99"/>
9004 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0293355919420719e-03" rms="4.3974077701568604e-01" purity="6.4171880483627319e-01" nType="-99"/>
9005 </Node>
9006 </Node>
9007 </BinaryTree>
9008 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="782">
9009 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4295650422573090e-01" cType="1" res="1.1927455663681030e-02" rms="4.1613596677780151e-01" purity="5.0599187612533569e-01" nType="0">
9010 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.0388068109750748e-01" cType="1" res="4.1519396007061005e-02" rms="3.9508426189422607e-01" purity="2.7685162425041199e-01" nType="0">
9011 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.3283759886398911e-04" rms="3.3630195260047913e-01" purity="1.4382891356945038e-01" nType="-99"/>
9012 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1317072212696075e-02" rms="4.3667119741439819e-01" purity="3.9172542095184326e-01" nType="-99"/>
9013 </Node>
9014 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.5703765153884888e+00" cType="1" res="-3.6648972891271114e-03" rms="4.2598474025726318e-01" purity="6.2672865390777588e-01" nType="0">
9015 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5434782728552818e-03" rms="4.2691928148269653e-01" purity="6.2453621625900269e-01" nType="-99"/>
9016 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0798632875084877e-02" rms="4.0470278263092041e-01" purity="6.5584611892700195e-01" nType="-99"/>
9017 </Node>
9018 </Node>
9019 </BinaryTree>
9020 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="783">
9021 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1904825456440449e-02" cType="1" res="6.6604116000235081e-03" rms="4.0520077943801880e-01" purity="5.0837910175323486e-01" nType="0">
9022 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2319702804088593e-01" cType="1" res="-3.6969184875488281e-03" rms="3.9945212006568909e-01" purity="4.4753876328468323e-01" nType="0">
9023 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8952413704246283e-03" rms="3.9104148745536804e-01" purity="3.7675580382347107e-01" nType="-99"/>
9024 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.8948692642152309e-03" rms="4.1286689043045044e-01" purity="5.7196336984634399e-01" nType="-99"/>
9025 </Node>
9026 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.7590639591217041e-01" cType="1" res="1.8926491960883141e-02" rms="4.1156810522079468e-01" purity="5.8043169975280762e-01" nType="0">
9027 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.8543705642223358e-03" rms="4.2001122236251831e-01" purity="5.2612817287445068e-01" nType="-99"/>
9028 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4861951135098934e-03" rms="3.9143958687782288e-01" purity="6.9484835863113403e-01" nType="-99"/>
9029 </Node>
9030 </Node>
9031 </BinaryTree>
9032 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="784">
9033 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7612152993679047e-03" cType="1" res="-2.7402795385569334e-03" rms="4.0885025262832642e-01" purity="4.8903757333755493e-01" nType="0">
9034 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4177670478820801e-01" cType="1" res="1.6799524426460266e-02" rms="4.0576207637786865e-01" purity="5.0471287965774536e-01" nType="0">
9035 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1629408262670040e-03" rms="3.7636649608612061e-01" purity="2.5565019249916077e-01" nType="-99"/>
9036 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0348916985094547e-02" rms="4.2260670661926270e-01" purity="6.6894268989562988e-01" nType="-99"/>
9037 </Node>
9038 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+00" cType="1" res="-1.4412059448659420e-02" rms="4.1024008393287659e-01" purity="4.7967410087585449e-01" nType="0">
9039 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3007692769169807e-02" rms="3.9387923479080200e-01" purity="4.1262325644493103e-01" nType="-99"/>
9040 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5761737748980522e-03" rms="4.1059115529060364e-01" purity="4.8365351557731628e-01" nType="-99"/>
9041 </Node>
9042 </Node>
9043 </BinaryTree>
9044 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="785">
9045 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="-2.0950916223227978e-03" rms="4.1196966171264648e-01" purity="4.9184325337409973e-01" nType="0">
9046 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.5027326345443726e-01" cType="1" res="-1.2965842150151730e-02" rms="3.9904734492301941e-01" purity="4.7650775313377380e-01" nType="0">
9047 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0532904937863350e-03" rms="3.9335596561431885e-01" purity="4.1469725966453552e-01" nType="-99"/>
9048 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.7552267573773861e-03" rms="4.1674947738647461e-01" purity="6.9996541738510132e-01" nType="-99"/>
9049 </Node>
9050 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.3405607342720032e-01" cType="1" res="1.1996556073427200e-02" rms="4.2772960662841797e-01" purity="5.1172256469726562e-01" nType="0">
9051 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.4442429468035698e-03" rms="4.2760163545608521e-01" purity="4.7311654686927795e-01" nType="-99"/>
9052 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1221954599022865e-02" rms="4.2389017343521118e-01" purity="6.4939266443252563e-01" nType="-99"/>
9053 </Node>
9054 </Node>
9055 </BinaryTree>
9056 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="786">
9057 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="5.7619392871856689e-01" cType="1" res="7.5130863115191460e-03" rms="4.1266405582427979e-01" purity="4.9745723605155945e-01" nType="0">
9058 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.7614132054150105e-03" cType="1" res="2.1722663193941116e-02" rms="4.1078722476959229e-01" purity="4.3357932567596436e-01" nType="0">
9059 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3631037436425686e-02" rms="4.2150995135307312e-01" purity="4.3382850289344788e-01" nType="-99"/>
9060 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7241524765267968e-03" rms="4.0365466475486755e-01" purity="4.3343561887741089e-01" nType="-99"/>
9061 </Node>
9062 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.0901778489351273e-02" cType="1" res="-2.3678556084632874e-02" rms="4.1505181789398193e-01" purity="6.3767653703689575e-01" nType="0">
9063 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0282943025231361e-02" rms="4.1830259561538696e-01" purity="6.1033809185028076e-01" nType="-99"/>
9064 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5306344293057919e-03" rms="4.0023693442344666e-01" purity="7.3621410131454468e-01" nType="-99"/>
9065 </Node>
9066 </Node>
9067 </BinaryTree>
9068 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="787">
9069 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.3389075994491577e-01" cType="1" res="1.0837249457836151e-02" rms="4.0956109762191772e-01" purity="5.1020687818527222e-01" nType="0">
9070 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.2727331519126892e-01" cType="1" res="9.6224201843142509e-04" rms="4.1068261861801147e-01" purity="4.1604307293891907e-01" nType="0">
9071 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.8419833183288574e-03" rms="3.9533019065856934e-01" purity="3.1807848811149597e-01" nType="-99"/>
9072 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.7491533011198044e-03" rms="4.3931776285171509e-01" purity="6.1983221769332886e-01" nType="-99"/>
9073 </Node>
9074 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.3939267266541719e-03" cType="1" res="3.3137042075395584e-02" rms="4.0613478422164917e-01" purity="7.2284799814224243e-01" nType="0">
9075 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0448648594319820e-02" rms="3.8708388805389404e-01" purity="7.2457134723663330e-01" nType="-99"/>
9076 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1537557467818260e-02" rms="4.0812030434608459e-01" purity="7.2257298231124878e-01" nType="-99"/>
9077 </Node>
9078 </Node>
9079 </BinaryTree>
9080 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="788">
9081 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.1428571701049805e+01" cType="1" res="2.2549061104655266e-03" rms="4.0674802660942078e-01" purity="4.9601805210113525e-01" nType="0">
9082 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="6.2857141494750977e+00" cType="1" res="-3.0085012316703796e-02" rms="3.9531263709068298e-01" purity="4.1455769538879395e-01" nType="0">
9083 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9690237976610661e-03" rms="3.8332849740982056e-01" purity="4.0078172087669373e-01" nType="-99"/>
9084 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7746606841683388e-02" rms="3.9923346042633057e-01" purity="4.2224788665771484e-01" nType="-99"/>
9085 </Node>
9086 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.3999596834182739e+00" cType="1" res="1.6033209860324860e-02" rms="4.1075071692466736e-01" purity="5.3072392940521240e-01" nType="0">
9087 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9814788140356541e-03" rms="4.1262388229370117e-01" purity="5.0845980644226074e-01" nType="-99"/>
9088 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1560559049248695e-02" rms="3.8209310173988342e-01" purity="7.9942065477371216e-01" nType="-99"/>
9089 </Node>
9090 </Node>
9091 </BinaryTree>
9092 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="789">
9093 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5469224452972412e-01" cType="1" res="1.5483172610402107e-02" rms="4.1343605518341064e-01" purity="5.1308852434158325e-01" nType="0">
9094 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.2055765390396118e-01" cType="1" res="2.3720199242234230e-02" rms="4.1377633810043335e-01" purity="4.9561563134193420e-01" nType="0">
9095 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2319732233881950e-03" rms="4.0964981913566589e-01" purity="3.2773414254188538e-01" nType="-99"/>
9096 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1284206993877888e-02" rms="4.1768288612365723e-01" purity="6.8949651718139648e-01" nType="-99"/>
9097 </Node>
9098 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="5.6073695421218872e-01" cType="1" res="-3.2147858291864395e-02" rms="4.0821638703346252e-01" purity="6.1412632465362549e-01" nType="0">
9099 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1448351442813873e-02" rms="4.0779650211334229e-01" purity="5.1084685325622559e-01" nType="-99"/>
9100 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.3211740925908089e-03" rms="4.0171277523040771e-01" purity="7.3509281873703003e-01" nType="-99"/>
9101 </Node>
9102 </Node>
9103 </BinaryTree>
9104 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="790">
9105 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.6671545505523682e-01" cType="1" res="-5.1300013437867165e-03" rms="4.0913686156272888e-01" purity="4.9474817514419556e-01" nType="0">
9106 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.8892034292221069e-01" cType="1" res="2.5461562909185886e-03" rms="4.0656322240829468e-01" purity="4.3387287855148315e-01" nType="0">
9107 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1462081931531429e-03" rms="4.0222027897834778e-01" purity="3.4026706218719482e-01" nType="-99"/>
9108 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.4863444790244102e-03" rms="4.1782587766647339e-01" purity="7.1105819940567017e-01" nType="-99"/>
9109 </Node>
9110 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.5716801881790161e-02" cType="1" res="-2.7450371533632278e-02" rms="4.1572558879852295e-01" purity="6.7175847291946411e-01" nType="0">
9111 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7697811387479305e-03" rms="4.1136088967323303e-01" purity="6.8295949697494507e-01" nType="-99"/>
9112 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4053264409303665e-02" rms="4.3518221378326416e-01" purity="6.0657137632369995e-01" nType="-99"/>
9113 </Node>
9114 </Node>
9115 </BinaryTree>
9116 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="791">
9117 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="9.5238918438553810e-03" cType="1" res="1.8931021913886070e-02" rms="4.2063984274864197e-01" purity="5.1107269525527954e-01" nType="0">
9118 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.0326530933380127e+00" cType="1" res="3.3289093524217606e-02" rms="4.1954430937767029e-01" purity="4.8794505000114441e-01" nType="0">
9119 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1519799940288067e-02" rms="4.2021030187606812e-01" purity="4.7504207491874695e-01" nType="-99"/>
9120 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6510542482137680e-02" rms="4.0015852451324463e-01" purity="6.5970051288604736e-01" nType="-99"/>
9121 </Node>
9122 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1460200883448124e-02" cType="1" res="2.7126183267682791e-03" rms="4.2128577828407288e-01" purity="5.3719699382781982e-01" nType="0">
9123 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2719455659389496e-02" rms="3.6426776647567749e-01" purity="2.4184565246105194e-01" nType="-99"/>
9124 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9164184816181660e-03" rms="4.2403060197830200e-01" purity="5.5883634090423584e-01" nType="-99"/>
9125 </Node>
9126 </Node>
9127 </BinaryTree>
9128 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="792">
9129 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.5714287310838699e-02" cType="1" res="-2.1057636477053165e-03" rms="4.1561535000801086e-01" purity="4.9373716115951538e-01" nType="0">
9130 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.1218190193176270e+00" cType="1" res="3.2480149529874325e-03" rms="4.1471773386001587e-01" purity="4.8641443252563477e-01" nType="0">
9131 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2243503481149673e-03" rms="4.1689604520797729e-01" purity="4.6923068165779114e-01" nType="-99"/>
9132 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6123985871672630e-02" rms="3.8584911823272705e-01" purity="6.7842423915863037e-01" nType="-99"/>
9133 </Node>
9134 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.5666666984558105e+01" cType="1" res="-3.9279088377952576e-02" rms="4.1991692781448364e-01" purity="5.4458147287368774e-01" nType="0">
9135 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8670530989766121e-02" rms="3.9057311415672302e-01" purity="4.7580999135971069e-01" nType="-99"/>
9136 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3678894396871328e-03" rms="4.4179755449295044e-01" purity="6.0359781980514526e-01" nType="-99"/>
9137 </Node>
9138 </Node>
9139 </BinaryTree>
9140 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="793">
9141 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3340438306331635e-01" cType="1" res="5.8469637297093868e-03" rms="4.1354054212570190e-01" purity="5.0047898292541504e-01" nType="0">
9142 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.8029511272907257e-02" cType="1" res="2.0507141947746277e-02" rms="3.9780935645103455e-01" purity="3.3588916063308716e-01" nType="0">
9143 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2025337666273117e-02" rms="3.9557346701622009e-01" purity="3.3396923542022705e-01" nType="-99"/>
9144 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.7945105731487274e-03" rms="3.9993169903755188e-01" purity="3.4135782718658447e-01" nType="-99"/>
9145 </Node>
9146 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.8088697940111160e-02" cType="1" res="-8.6192749440670013e-03" rms="4.2800593376159668e-01" purity="6.6289144754409790e-01" nType="0">
9147 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9088982632383704e-04" rms="4.2882329225540161e-01" purity="6.6629397869110107e-01" nType="-99"/>
9148 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5965458005666733e-02" rms="4.1850540041923523e-01" purity="6.3769167661666870e-01" nType="-99"/>
9149 </Node>
9150 </Node>
9151 </BinaryTree>
9152 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="794">
9153 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3814709857106209e-03" cType="1" res="2.9233507812023163e-03" rms="4.1575923562049866e-01" purity="5.0536781549453735e-01" nType="0">
9154 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4568685293197632e-01" cType="1" res="-2.0101696252822876e-02" rms="4.0846151113510132e-01" purity="5.2753031253814697e-01" nType="0">
9155 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0227342136204243e-02" rms="4.1659772396087646e-01" purity="4.4701167941093445e-01" nType="-99"/>
9156 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2456581927835941e-02" rms="3.7528303265571594e-01" purity="7.8867065906524658e-01" nType="-99"/>
9157 </Node>
9158 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1736638545989990e+00" cType="1" res="9.1736651957035065e-03" rms="4.1749918460845947e-01" purity="4.9935165047645569e-01" nType="0">
9159 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.9885975942015648e-04" rms="4.1624787449836731e-01" purity="4.7228595614433289e-01" nType="-99"/>
9160 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1391658335924149e-02" rms="4.2337587475776672e-01" purity="6.6260272264480591e-01" nType="-99"/>
9161 </Node>
9162 </Node>
9163 </BinaryTree>
9164 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="795">
9165 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.8792897462844849e-01" cType="1" res="2.5234457571059465e-03" rms="4.1137537360191345e-01" purity="5.0794553756713867e-01" nType="0">
9166 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.2601155042648315e-01" cType="1" res="8.3015654236078262e-03" rms="4.0873795747756958e-01" purity="5.0079166889190674e-01" nType="0">
9167 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.6662587020546198e-04" rms="4.0965819358825684e-01" purity="4.5415857434272766e-01" nType="-99"/>
9168 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6936615407466888e-03" rms="4.0367624163627625e-01" purity="7.1602249145507812e-01" nType="-99"/>
9169 </Node>
9170 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5196063518524170e+00" cType="1" res="-4.2727649211883545e-02" rms="4.2878890037536621e-01" purity="5.6397116184234619e-01" nType="0">
9171 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7013249695301056e-02" rms="4.4194641709327698e-01" purity="4.4001719355583191e-01" nType="-99"/>
9172 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.9814885025843978e-04" rms="4.1562673449516296e-01" purity="6.3507318496704102e-01" nType="-99"/>
9173 </Node>
9174 </Node>
9175 </BinaryTree>
9176 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="796">
9177 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="3.7716743536293507e-03" rms="4.0953701734542847e-01" purity="5.0534057617187500e-01" nType="0">
9178 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.0533449947834015e-01" cType="1" res="3.4685857594013214e-02" rms="4.0052881836891174e-01" purity="4.3460616469383240e-01" nType="0">
9179 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7741223797202110e-02" rms="2.8978928923606873e-01" purity="1.6480642557144165e-01" nType="-99"/>
9180 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5505271963775158e-02" rms="4.1953465342521667e-01" purity="4.9560984969139099e-01" nType="-99"/>
9181 </Node>
9182 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5866632461547852e-01" cType="1" res="-3.6166138015687466e-03" rms="4.1131687164306641e-01" purity="5.2224564552307129e-01" nType="0">
9183 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1131873838603497e-03" rms="4.1365584731101990e-01" purity="4.8593002557754517e-01" nType="-99"/>
9184 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.0795382857322693e-03" rms="3.9758515357971191e-01" purity="7.0092743635177612e-01" nType="-99"/>
9185 </Node>
9186 </Node>
9187 </BinaryTree>
9188 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="797">
9189 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="6.0957241058349609e-01" cType="1" res="7.5341449119150639e-03" rms="4.1029050946235657e-01" purity="5.0453263521194458e-01" nType="0">
9190 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="1.6346646007150412e-03" rms="4.1016033291816711e-01" purity="4.7945043444633484e-01" nType="0">
9191 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0821218602359295e-03" rms="4.0768533945083618e-01" purity="4.7729936242103577e-01" nType="-99"/>
9192 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9344893991947174e-02" rms="4.4228428602218628e-01" purity="5.2050268650054932e-01" nType="-99"/>
9193 </Node>
9194 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8525553867220879e-02" rms="4.0664434432983398e-01" purity="7.6396286487579346e-01" nType="-99"/>
9195 </Node>
9196 </BinaryTree>
9197 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="798">
9198 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.1571428298950195e+01" cType="1" res="8.2192420959472656e-03" rms="4.0670430660247803e-01" purity="5.0862431526184082e-01" nType="0">
9199 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.3274636268615723e-01" cType="1" res="3.5013440996408463e-02" rms="3.9863216876983643e-01" purity="5.0155222415924072e-01" nType="0">
9200 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0304994434118271e-03" rms="3.2543250918388367e-01" purity="1.4898358285427094e-01" nType="-99"/>
9201 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3863459229469299e-02" rms="4.2540141940116882e-01" purity="6.5554612874984741e-01" nType="-99"/>
9202 </Node>
9203 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.2981259226799011e-01" cType="1" res="-6.1912923119962215e-03" rms="4.1025710105895996e-01" purity="5.1242774724960327e-01" nType="0">
9204 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5693888310343027e-03" rms="3.9943560957908630e-01" purity="4.6905863285064697e-01" nType="-99"/>
9205 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.6823788695037365e-03" rms="4.2578548192977905e-01" purity="5.8128225803375244e-01" nType="-99"/>
9206 </Node>
9207 </Node>
9208 </BinaryTree>
9209 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="799">
9210 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.1384503841400146e+00" cType="1" res="2.9880772344768047e-03" rms="4.0812879800796509e-01" purity="5.0485497713088989e-01" nType="0">
9211 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="7.1400539018213749e-03" cType="1" res="6.4929360523819923e-03" rms="4.0815687179565430e-01" purity="5.0031262636184692e-01" nType="0">
9212 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0968736391514540e-03" rms="4.0274336934089661e-01" purity="4.5645320415496826e-01" nType="-99"/>
9213 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5591627024114132e-03" rms="4.1190814971923828e-01" purity="5.3520131111145020e-01" nType="-99"/>
9214 </Node>
9215 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9241059198975563e-02" rms="4.0174120664596558e-01" purity="5.9178733825683594e-01" nType="-99"/>
9216 </Node>
9217 </BinaryTree>
9218 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="800">
9219 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5230250805616379e-02" cType="1" res="-4.7392796841450036e-04" rms="4.0718325972557068e-01" purity="5.0843364000320435e-01" nType="0">
9220 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="-3.6029922775924206e-03" rms="4.0361377596855164e-01" purity="5.0392532348632812e-01" nType="0">
9221 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.6505051478743553e-03" rms="3.7295359373092651e-01" purity="4.5427104830741882e-01" nType="-99"/>
9222 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6999865658581257e-03" rms="4.0837693214416504e-01" purity="5.1249468326568604e-01" nType="-99"/>
9223 </Node>
9224 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8349673599004745e-02" rms="4.7638607025146484e-01" purity="6.1209785938262939e-01" nType="-99"/>
9225 </Node>
9226 </BinaryTree>
9227 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="801">
9228 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2000000000000000e+01" cType="1" res="-1.0978715727105737e-03" rms="4.0198913216590881e-01" purity="5.0912159681320190e-01" nType="0">
9229 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.6571428298950195e+01" cType="1" res="-8.6036501452326775e-03" rms="4.0066310763359070e-01" purity="5.0305426120758057e-01" nType="0">
9230 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.1295466730371118e-04" rms="4.0180245041847229e-01" purity="5.0428020954132080e-01" nType="-99"/>
9231 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3589085787534714e-02" rms="3.7962514162063599e-01" purity="4.8903381824493408e-01" nType="-99"/>
9232 </Node>
9233 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.4380950927734375e+01" cType="1" res="5.2050810307264328e-02" rms="4.0731814503669739e-01" purity="5.5208444595336914e-01" nType="0">
9234 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.5654521137475967e-03" rms="4.0646842122077942e-01" purity="5.2891463041305542e-01" nType="-99"/>
9235 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6654148474335670e-02" rms="4.0570035576820374e-01" purity="6.1080121994018555e-01" nType="-99"/>
9236 </Node>
9237 </Node>
9238 </BinaryTree>
9239 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="802">
9240 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="8.5699297487735748e-03" rms="4.0785098075866699e-01" purity="5.0994569063186646e-01" nType="0">
9241 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.1234329342842102e-01" cType="1" res="3.7741329520940781e-02" rms="4.1460752487182617e-01" purity="5.6285166740417480e-01" nType="0">
9242 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6193317286670208e-03" rms="4.1353577375411987e-01" purity="5.1874423027038574e-01" nType="-99"/>
9243 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8701294213533401e-02" rms="4.1167059540748596e-01" purity="7.2182184457778931e-01" nType="-99"/>
9244 </Node>
9245 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.5056811049580574e-02" cType="1" res="-1.7881180974654853e-04" rms="4.0539371967315674e-01" purity="4.9407878518104553e-01" nType="0">
9246 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8344271704554558e-03" rms="3.9705988764762878e-01" purity="4.4124716520309448e-01" nType="-99"/>
9247 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9957819283008575e-03" rms="4.2062458395957947e-01" purity="5.9758013486862183e-01" nType="-99"/>
9248 </Node>
9249 </Node>
9250 </BinaryTree>
9251 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="803">
9252 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="9.5226395130157471e-01" cType="1" res="-9.2944472271483392e-05" rms="4.1133394837379456e-01" purity="4.9968546628952026e-01" nType="0">
9253 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.2625780105590820e-01" cType="1" res="-9.2861177399754524e-03" rms="4.0873262286186218e-01" purity="4.6204531192779541e-01" nType="0">
9254 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0820709010586143e-04" rms="4.0793457627296448e-01" purity="4.5633748173713684e-01" nType="-99"/>
9255 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6545215398073196e-02" rms="4.0990698337554932e-01" purity="5.4495322704315186e-01" nType="-99"/>
9256 </Node>
9257 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.3857243657112122e-01" cType="1" res="4.2528554797172546e-02" rms="4.2056795954704285e-01" purity="6.7419296503067017e-01" nType="0">
9258 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9471706822514534e-02" rms="4.4270804524421692e-01" purity="6.1876606941223145e-01" nType="-99"/>
9259 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.4619479710236192e-04" rms="3.8797017931938171e-01" purity="7.3981308937072754e-01" nType="-99"/>
9260 </Node>
9261 </Node>
9262 </BinaryTree>
9263 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="804">
9264 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.5437255501747131e-01" cType="1" res="-1.4630244113504887e-03" rms="4.0745592117309570e-01" purity="5.0511085987091064e-01" nType="0">
9265 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.0303582549095154e-01" cType="1" res="-1.4603935182094574e-02" rms="4.0489968657493591e-01" purity="4.5963716506958008e-01" nType="0">
9266 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7901688590645790e-03" rms="3.9652147889137268e-01" purity="4.4341394305229187e-01" nType="-99"/>
9267 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2362018227577209e-02" rms="4.5312842726707458e-01" purity="5.6279867887496948e-01" nType="-99"/>
9268 </Node>
9269 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.1714284896850586e+01" cType="1" res="4.4326804578304291e-02" rms="4.1298645734786987e-01" purity="6.6356515884399414e-01" nType="0">
9270 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.0395800285041332e-03" rms="4.1275185346603394e-01" purity="6.5724408626556396e-01" nType="-99"/>
9271 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4140417575836182e-02" rms="4.0944761037826538e-01" purity="6.8064206838607788e-01" nType="-99"/>
9272 </Node>
9273 </Node>
9274 </BinaryTree>
9275 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="805">
9276 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.3737063407897949e+00" cType="1" res="-5.4875579662621021e-03" rms="4.0755280852317810e-01" purity="4.9467304348945618e-01" nType="0">
9277 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.1428842097520828e-02" cType="1" res="-2.4274857714772224e-03" rms="4.0736755728721619e-01" purity="4.9282473325729370e-01" nType="0">
9278 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0555091798305511e-03" rms="4.0309897065162659e-01" purity="4.5064991712570190e-01" nType="-99"/>
9279 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2601148597896099e-03" rms="4.1620633006095886e-01" purity="5.8741891384124756e-01" nType="-99"/>
9280 </Node>
9281 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3532636463642120e-02" rms="4.0481939911842346e-01" purity="5.4035806655883789e-01" nType="-99"/>
9282 </Node>
9283 </BinaryTree>
9284 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="806">
9285 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5221451669931412e-02" cType="1" res="-1.5808042371645570e-03" rms="4.0825611352920532e-01" purity="4.9840307235717773e-01" nType="0">
9286 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.1523317322134972e-02" cType="1" res="-5.5086705833673477e-03" rms="4.0712821483612061e-01" purity="4.8944845795631409e-01" nType="0">
9287 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0227238526567817e-03" rms="4.0184319019317627e-01" purity="4.7403380274772644e-01" nType="-99"/>
9288 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.8200727477669716e-03" rms="4.2146411538124084e-01" purity="5.3579914569854736e-01" nType="-99"/>
9289 </Node>
9290 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8336415290832520e-02" rms="4.2188903689384460e-01" purity="6.6061067581176758e-01" nType="-99"/>
9291 </Node>
9292 </BinaryTree>
9293 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="807">
9294 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.1913443803787231e-01" cType="1" res="5.7937926612794399e-04" rms="4.0471628308296204e-01" purity="5.0830835103988647e-01" nType="0">
9295 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="-3.4074040595442057e-03" rms="4.0514531731605530e-01" purity="4.9157145619392395e-01" nType="0">
9296 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.3699660822749138e-03" rms="4.1263583302497864e-01" purity="5.4386293888092041e-01" nType="-99"/>
9297 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2615538220852613e-03" rms="4.0253826975822449e-01" purity="4.7587934136390686e-01" nType="-99"/>
9298 </Node>
9299 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="7.2430950403213501e-01" cType="1" res="3.5170648247003555e-02" rms="3.9930725097656250e-01" purity="6.5352541208267212e-01" nType="0">
9300 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8544467166066170e-02" rms="4.0352386236190796e-01" purity="5.7118827104568481e-01" nType="-99"/>
9301 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4471311664674431e-05" rms="3.9210912585258484e-01" purity="7.3006290197372437e-01" nType="-99"/>
9302 </Node>
9303 </Node>
9304 </BinaryTree>
9305 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="808">
9306 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0312901735305786e-01" cType="1" res="6.4478539861738682e-03" rms="4.0642023086547852e-01" purity="5.1050531864166260e-01" nType="0">
9307 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.2857143402099609e+01" cType="1" res="2.7264494448900223e-02" rms="4.1392213106155396e-01" purity="4.0223798155784607e-01" nType="0">
9308 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1985191144049168e-02" rms="4.1773605346679688e-01" purity="4.0203088521957397e-01" nType="-99"/>
9309 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4765256568789482e-03" rms="4.0010309219360352e-01" purity="4.0283569693565369e-01" nType="-99"/>
9310 </Node>
9311 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.6190137490630150e-02" cType="1" res="-6.3672442920506001e-03" rms="4.0119549632072449e-01" purity="5.7715660333633423e-01" nType="0">
9312 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8822644273750484e-04" rms="4.0119209885597229e-01" purity="5.6608146429061890e-01" nType="-99"/>
9313 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.2367576435208321e-03" rms="4.0001752972602844e-01" purity="6.1618924140930176e-01" nType="-99"/>
9314 </Node>
9315 </Node>
9316 </BinaryTree>
9317 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="809">
9318 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="9.5238918438553810e-03" cType="1" res="-1.1418881826102734e-02" rms="4.0398508310317993e-01" purity="4.9023267626762390e-01" nType="0">
9319 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.4256641864776611e-01" cType="1" res="-2.9928410425782204e-02" rms="3.9572957158088684e-01" purity="4.3185704946517944e-01" nType="0">
9320 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3424144126474857e-02" rms="3.8759151101112366e-01" purity="3.0246886610984802e-01" nType="-99"/>
9321 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4770281268283725e-03" rms="4.0720292925834656e-01" purity="6.3926404714584351e-01" nType="-99"/>
9322 </Node>
9323 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.4218827039003372e-02" cType="1" res="7.5218193233013153e-03" rms="4.1140061616897583e-01" purity="5.4996812343597412e-01" nType="0">
9324 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.3094926513731480e-03" rms="4.1029614210128784e-01" purity="5.5192035436630249e-01" nType="-99"/>
9325 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8377788364887238e-02" rms="4.1407138109207153e-01" purity="5.3156834840774536e-01" nType="-99"/>
9326 </Node>
9327 </Node>
9328 </BinaryTree>
9329 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="810">
9330 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.0238094329833984e+01" cType="1" res="-2.0407869014889002e-03" rms="4.1174438595771790e-01" purity="4.9582305550575256e-01" nType="0">
9331 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="1.3478259555995464e-02" rms="4.1411069035530090e-01" purity="5.0459045171737671e-01" nType="0">
9332 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0435920283198357e-03" rms="4.1677251458168030e-01" purity="4.7367021441459656e-01" nType="-99"/>
9333 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.8618557415902615e-03" rms="4.1277968883514404e-01" purity="5.1191365718841553e-01" nType="-99"/>
9334 </Node>
9335 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6666403040289879e-02" cType="1" res="-3.6179099231958389e-02" rms="4.0439999103546143e-01" purity="4.7653689980506897e-01" nType="0">
9336 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5838699415326118e-02" rms="4.0497589111328125e-01" purity="4.0949946641921997e-01" nType="-99"/>
9337 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.3224580632522702e-04" rms="4.0131023526191711e-01" purity="5.8799344301223755e-01" nType="-99"/>
9338 </Node>
9339 </Node>
9340 </BinaryTree>
9341 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="811">
9342 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+00" cType="1" res="3.1413566321134567e-03" rms="4.0942686796188354e-01" purity="5.0518310070037842e-01" nType="0">
9343 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1296603605151176e-02" rms="3.3466657996177673e-01" purity="2.6555541157722473e-01" nType="-99"/>
9344 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.0304965376853943e-01" cType="1" res="5.8129676617681980e-03" rms="4.1205745935440063e-01" purity="5.1525419950485229e-01" nType="0">
9345 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.5747695043683052e-03" rms="4.0776428580284119e-01" purity="4.1688534617424011e-01" nType="-99"/>
9346 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4069660101085901e-03" rms="4.1439148783683777e-01" purity="5.7766866683959961e-01" nType="-99"/>
9347 </Node>
9348 </Node>
9349 </BinaryTree>
9350 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="812">
9351 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1230826377868652e+00" cType="1" res="-4.9261320382356644e-03" rms="4.0775603055953979e-01" purity="4.9551609158515930e-01" nType="0">
9352 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="-6.4255535835400224e-04" rms="4.0724095702171326e-01" purity="4.9156060814857483e-01" nType="0">
9353 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2848088517785072e-02" rms="3.5677906870841980e-01" purity="3.7494471669197083e-01" nType="-99"/>
9354 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6107093542814255e-03" rms="4.1477799415588379e-01" purity="5.1116782426834106e-01" nType="-99"/>
9355 </Node>
9356 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.5000000000000000e+01" cType="1" res="-6.7804746329784393e-02" rms="4.1012659668922424e-01" purity="5.5357903242111206e-01" nType="0">
9357 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1603852771222591e-03" rms="3.9854279160499573e-01" purity="6.2776446342468262e-01" nType="-99"/>
9358 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6712631583213806e-02" rms="4.1586944460868835e-01" purity="4.5207464694976807e-01" nType="-99"/>
9359 </Node>
9360 </Node>
9361 </BinaryTree>
9362 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="813">
9363 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7624236904084682e-03" cType="1" res="-1.4587086625397205e-02" rms="4.0312680602073669e-01" purity="4.9012336134910583e-01" nType="0">
9364 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.9285715103149414e+01" cType="1" res="-4.5914199203252792e-02" rms="3.8904544711112976e-01" purity="4.4790375232696533e-01" nType="0">
9365 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3891514167189598e-02" rms="3.7197682261466980e-01" purity="3.9839670062065125e-01" nType="-99"/>
9366 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6457135360687971e-04" rms="4.0899586677551270e-01" purity="5.2307850122451782e-01" nType="-99"/>
9367 </Node>
9368 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.2811181843280792e-01" cType="1" res="1.6177659854292870e-03" rms="4.0928125381469727e-01" purity="5.1196265220642090e-01" nType="0">
9369 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7415681872516870e-03" rms="3.8660526275634766e-01" purity="4.0139606595039368e-01" nType="-99"/>
9370 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.1960580274462700e-03" rms="4.3171799182891846e-01" purity="6.3016986846923828e-01" nType="-99"/>
9371 </Node>
9372 </Node>
9373 </BinaryTree>
9374 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="814">
9375 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.3479679822921753e+00" cType="1" res="-1.2755502946674824e-02" rms="3.9946833252906799e-01" purity="4.9100750684738159e-01" nType="0">
9376 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="5.0323921442031860e-01" cType="1" res="-1.7531044781208038e-02" rms="3.9978602528572083e-01" purity="4.6817836165428162e-01" nType="0">
9377 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.8296764250844717e-03" rms="3.9697381854057312e-01" purity="4.6705162525177002e-01" nType="-99"/>
9378 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1636469066143036e-02" rms="4.5266091823577881e-01" purity="4.9726787209510803e-01" nType="-99"/>
9379 </Node>
9380 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2543780729174614e-02" rms="3.9126238226890564e-01" purity="7.6173257827758789e-01" nType="-99"/>
9381 </Node>
9382 </BinaryTree>
9383 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="815">
9384 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3809259757399559e-02" cType="1" res="3.9746537804603577e-03" rms="4.0834408998489380e-01" purity="4.9850246310234070e-01" nType="0">
9385 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.2363446652889252e-01" cType="1" res="1.6096619889140129e-02" rms="4.0631318092346191e-01" purity="4.7936877608299255e-01" nType="0">
9386 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.8489616066217422e-03" rms="3.9324775338172913e-01" purity="4.1238310933113098e-01" nType="-99"/>
9387 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9845617935061455e-03" rms="4.2520043253898621e-01" purity="5.8599007129669189e-01" nType="-99"/>
9388 </Node>
9389 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="-3.2205358147621155e-02" rms="4.1223230957984924e-01" purity="5.5561000108718872e-01" nType="0">
9390 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4209808111190796e-03" rms="4.0807396173477173e-01" purity="5.6380242109298706e-01" nType="-99"/>
9391 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7046870663762093e-02" rms="4.1194364428520203e-01" purity="5.5057489871978760e-01" nType="-99"/>
9392 </Node>
9393 </Node>
9394 </BinaryTree>
9395 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="816">
9396 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.0638500452041626e-01" cType="1" res="5.6596398353576660e-03" rms="4.1418841481208801e-01" purity="4.9282661080360413e-01" nType="0">
9397 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.2857293039560318e-02" cType="1" res="6.5021845512092113e-04" rms="4.1169750690460205e-01" purity="4.6159052848815918e-01" nType="0">
9398 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6391157405450940e-03" rms="4.1097956895828247e-01" purity="4.6249896287918091e-01" nType="-99"/>
9399 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4307919666171074e-02" rms="4.1382035613059998e-01" purity="4.4498372077941895e-01" nType="-99"/>
9400 </Node>
9401 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.4290548861026764e-02" cType="1" res="4.0493253618478775e-02" rms="4.2949879169464111e-01" purity="7.1003013849258423e-01" nType="0">
9402 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2569120153784752e-03" rms="4.2373681068420410e-01" purity="6.6072744131088257e-01" nType="-99"/>
9403 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0446607843041420e-02" rms="4.3056154251098633e-01" purity="7.5393885374069214e-01" nType="-99"/>
9404 </Node>
9405 </Node>
9406 </BinaryTree>
9407 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="817">
9408 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8095172494649887e-02" cType="1" res="8.3516351878643036e-03" rms="4.0523171424865723e-01" purity="5.0165933370590210e-01" nType="0">
9409 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.0956597328186035e-01" cType="1" res="3.5366628435440361e-04" rms="4.0271285176277161e-01" purity="4.8185446858406067e-01" nType="0">
9410 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7122933641076088e-03" rms="4.0280735492706299e-01" purity="4.5539355278015137e-01" nType="-99"/>
9411 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8928064033389091e-02" rms="3.9524492621421814e-01" purity="7.6638591289520264e-01" nType="-99"/>
9412 </Node>
9413 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.1142857551574707e+01" cType="1" res="6.2401678413152695e-02" rms="4.1786631941795349e-01" purity="6.3550019264221191e-01" nType="0">
9414 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9887657612562180e-02" rms="4.0668559074401855e-01" purity="6.3994729518890381e-01" nType="-99"/>
9415 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.0819392353296280e-03" rms="4.2112347483634949e-01" purity="6.3312733173370361e-01" nType="-99"/>
9416 </Node>
9417 </Node>
9418 </BinaryTree>
9419 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="818">
9420 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.7293899059295654e+00" cType="1" res="-2.7923875022679567e-03" rms="4.0907230973243713e-01" purity="4.9479383230209351e-01" nType="0">
9421 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="-5.8571044355630875e-03" rms="4.1013485193252563e-01" purity="4.7789317369461060e-01" nType="0">
9422 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3298442140221596e-03" rms="4.1149446368217468e-01" purity="4.6504285931587219e-01" nType="-99"/>
9423 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1625894159078598e-03" rms="4.0231958031654358e-01" purity="5.4040485620498657e-01" nType="-99"/>
9424 </Node>
9425 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5418748371303082e-02" rms="3.8664090633392334e-01" purity="7.8459948301315308e-01" nType="-99"/>
9426 </Node>
9427 </BinaryTree>
9428 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="819">
9429 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.9041545689105988e-02" cType="1" res="-8.1058247014880180e-03" rms="4.0901082754135132e-01" purity="4.8827606439590454e-01" nType="0">
9430 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.4504367485642433e-02" cType="1" res="3.3079590648412704e-03" rms="4.0241053700447083e-01" purity="4.6968415379524231e-01" nType="0">
9431 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.1540679093450308e-04" rms="4.0021103620529175e-01" purity="4.5384722948074341e-01" nType="-99"/>
9432 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3835784979164600e-02" rms="4.1605269908905029e-01" purity="5.9234261512756348e-01" nType="-99"/>
9433 </Node>
9434 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="7.4285712242126465e+00" cType="1" res="-3.3718924969434738e-02" rms="4.2232665419578552e-01" purity="5.2999734878540039e-01" nType="0">
9435 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1948426514863968e-02" rms="3.6184319853782654e-01" purity="3.2015326619148254e-01" nType="-99"/>
9436 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1416922360658646e-03" rms="4.2769643664360046e-01" purity="5.5825865268707275e-01" nType="-99"/>
9437 </Node>
9438 </Node>
9439 </BinaryTree>
9440 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="820">
9441 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.9045278429985046e-02" cType="1" res="6.2555535696446896e-03" rms="4.1412159800529480e-01" purity="5.0514578819274902e-01" nType="0">
9442 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="1.8392035737633705e-02" rms="4.1372373700141907e-01" purity="4.8236101865768433e-01" nType="0">
9443 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0364126414060593e-02" rms="4.1417020559310913e-01" purity="4.8824974894523621e-01" nType="-99"/>
9444 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0867166565731168e-03" rms="4.1207003593444824e-01" purity="4.7430369257926941e-01" nType="-99"/>
9445 </Node>
9446 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="7.4285712242126465e+00" cType="1" res="-2.0660569891333580e-02" rms="4.1373428702354431e-01" purity="5.5567747354507446e-01" nType="0">
9447 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2492116317152977e-02" rms="3.7798798084259033e-01" purity="4.1014534235000610e-01" nType="-99"/>
9448 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5169487819075584e-03" rms="4.1756290197372437e-01" purity="5.7462692260742188e-01" nType="-99"/>
9449 </Node>
9450 </Node>
9451 </BinaryTree>
9452 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="821">
9453 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.6571428298950195e+01" cType="1" res="1.2556163128465414e-03" rms="4.0226057171821594e-01" purity="5.0150412321090698e-01" nType="0">
9454 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4761905670166016e+01" cType="1" res="1.2463736347854137e-02" rms="4.0359127521514893e-01" purity="5.1406687498092651e-01" nType="0">
9455 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4403647985309362e-03" rms="4.0149569511413574e-01" purity="5.0795805454254150e-01" nType="-99"/>
9456 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1004240959882736e-02" rms="4.3166366219520569e-01" purity="6.1632144451141357e-01" nType="-99"/>
9457 </Node>
9458 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.2714286804199219e+01" cType="1" res="-5.3903348743915558e-02" rms="3.9099285006523132e-01" purity="4.3967878818511963e-01" nType="0">
9459 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9591398537158966e-02" rms="3.8580954074859619e-01" purity="4.3795526027679443e-01" nType="-99"/>
9460 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1357906041666865e-03" rms="4.0893912315368652e-01" purity="4.4756641983985901e-01" nType="-99"/>
9461 </Node>
9462 </Node>
9463 </BinaryTree>
9464 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="822">
9465 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.4279439114034176e-02" cType="1" res="5.6369667872786522e-03" rms="4.0913513302803040e-01" purity="4.9830287694931030e-01" nType="0">
9466 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="8.8350344449281693e-03" cType="1" res="2.2281514480710030e-02" rms="4.0773570537567139e-01" purity="4.7725576162338257e-01" nType="0">
9467 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.1594027578830719e-03" rms="4.1037669777870178e-01" purity="4.8662492632865906e-01" nType="-99"/>
9468 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0112239290028811e-03" rms="3.9376607537269592e-01" purity="4.3315917253494263e-01" nType="-99"/>
9469 </Node>
9470 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="-2.1867567673325539e-02" rms="4.0995886921882629e-01" purity="5.3308242559432983e-01" nType="0">
9471 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3858728129416704e-03" rms="4.1191413998603821e-01" purity="5.4387563467025757e-01" nType="-99"/>
9472 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3166893050074577e-02" rms="3.9189282059669495e-01" purity="4.6401920914649963e-01" nType="-99"/>
9473 </Node>
9474 </Node>
9475 </BinaryTree>
9476 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="823">
9477 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3821629583835602e-03" cType="1" res="8.6687048897147179e-03" rms="4.0789183974266052e-01" purity="5.0663626194000244e-01" nType="0">
9478 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.0181897282600403e-01" cType="1" res="4.1430104523897171e-02" rms="4.1027432680130005e-01" purity="5.7213115692138672e-01" nType="0">
9479 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4165736287832260e-03" rms="4.2344599962234497e-01" purity="3.4655100107192993e-01" nType="-99"/>
9480 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8513973802328110e-02" rms="3.9734533429145813e-01" purity="7.5942450761795044e-01" nType="-99"/>
9481 </Node>
9482 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.1000000000000000e+01" cType="1" res="-1.3411052059382200e-03" rms="4.0663501620292664e-01" purity="4.8662516474723816e-01" nType="0">
9483 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1944829970598221e-03" rms="4.0540614724159241e-01" purity="4.7993850708007812e-01" nType="-99"/>
9484 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6170272603631020e-02" rms="4.0893709659576416e-01" purity="5.2705043554306030e-01" nType="-99"/>
9485 </Node>
9486 </Node>
9487 </BinaryTree>
9488 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="824">
9489 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.3797967433929443e+00" cType="1" res="2.1839679684489965e-03" rms="4.1186213493347168e-01" purity="4.9636724591255188e-01" nType="0">
9490 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.1670155078172684e-01" cType="1" res="-5.4483761778101325e-04" rms="4.1205272078514099e-01" purity="4.8690301179885864e-01" nType="0">
9491 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1594248712062836e-02" rms="3.5412743687629700e-01" purity="1.8295650184154510e-01" nType="-99"/>
9492 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1056309342384338e-03" rms="4.2007040977478027e-01" purity="5.3530007600784302e-01" nType="-99"/>
9493 </Node>
9494 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6227252781391144e-02" rms="4.0370160341262817e-01" purity="6.9347184896469116e-01" nType="-99"/>
9495 </Node>
9496 </BinaryTree>
9497 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="825">
9498 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.6571428298950195e+01" cType="1" res="-8.5577713325619698e-03" rms="4.0873602032661438e-01" purity="4.8317554593086243e-01" nType="0">
9499 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4761905670166016e+01" cType="1" res="-1.7396723851561546e-02" rms="4.0918666124343872e-01" purity="4.6799364686012268e-01" nType="0">
9500 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3087490592151880e-03" rms="4.0886476635932922e-01" purity="4.7348976135253906e-01" nType="-99"/>
9501 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6411238610744476e-02" rms="3.8629615306854248e-01" purity="3.2215502858161926e-01" nType="-99"/>
9502 </Node>
9503 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.2714286804199219e+01" cType="1" res="2.5129670277237892e-02" rms="4.0525031089782715e-01" purity="5.4103755950927734e-01" nType="0">
9504 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2485046871006489e-02" rms="4.0404346585273743e-01" purity="5.7605487108230591e-01" nType="-99"/>
9505 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8917059302330017e-02" rms="3.8848769664764404e-01" purity="3.0221384763717651e-01" nType="-99"/>
9506 </Node>
9507 </Node>
9508 </BinaryTree>
9509 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="826">
9510 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.1214611530303955e+00" cType="1" res="1.1106175370514393e-03" rms="4.0546900033950806e-01" purity="4.9871566891670227e-01" nType="0">
9511 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="7.5727963447570801e-01" cType="1" res="-4.8641436733305454e-03" rms="4.0916010737419128e-01" purity="4.6737146377563477e-01" nType="0">
9512 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4004124386701733e-04" rms="4.1137021780014038e-01" purity="4.3685311079025269e-01" nType="-99"/>
9513 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1190265417098999e-02" rms="3.9377787709236145e-01" purity="6.5413546562194824e-01" nType="-99"/>
9514 </Node>
9515 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6904762268066406e+01" cType="1" res="5.1442943513393402e-02" rms="3.6910799145698547e-01" purity="7.6276439428329468e-01" nType="0">
9516 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.9364432021975517e-03" rms="3.4654143452644348e-01" purity="7.6828628778457642e-01" nType="-99"/>
9517 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1573686972260475e-02" rms="3.8671660423278809e-01" purity="7.5777828693389893e-01" nType="-99"/>
9518 </Node>
9519 </Node>
9520 </BinaryTree>
9521 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="827">
9522 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.1663473844528198e-01" cType="1" res="7.2345957159996033e-03" rms="4.1331756114959717e-01" purity="5.0338947772979736e-01" nType="0">
9523 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.0938770622014999e-02" cType="1" res="1.3012994080781937e-02" rms="4.1277819871902466e-01" purity="4.9813964962959290e-01" nType="0">
9524 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4767972752451897e-03" rms="4.1066089272499084e-01" purity="4.6450704336166382e-01" nType="-99"/>
9525 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1634986847639084e-02" rms="4.1945880651473999e-01" purity="6.2827271223068237e-01" nType="-99"/>
9526 </Node>
9527 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="8.1421458721160889e-01" cType="1" res="-5.9577159583568573e-02" rms="4.1368266940116882e-01" purity="5.6408989429473877e-01" nType="0">
9528 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7313219159841537e-02" rms="3.9528366923332214e-01" purity="3.2964161038398743e-01" nType="-99"/>
9529 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5046430528163910e-03" rms="4.1670167446136475e-01" purity="7.0948308706283569e-01" nType="-99"/>
9530 </Node>
9531 </Node>
9532 </BinaryTree>
9533 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="828">
9534 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="7.8094974160194397e-03" rms="4.1102927923202515e-01" purity="5.0241392850875854e-01" nType="0">
9535 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.0639522671699524e-01" cType="1" res="1.5296876430511475e-02" rms="4.1093146800994873e-01" purity="5.0956004858016968e-01" nType="0">
9536 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.5214750356972218e-03" rms="4.0920656919479370e-01" purity="4.8690870404243469e-01" nType="-99"/>
9537 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1006770655512810e-02" rms="4.1933280229568481e-01" purity="6.7485213279724121e-01" nType="-99"/>
9538 </Node>
9539 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="9.7208335995674133e-02" cType="1" res="-3.6808636039495468e-02" rms="4.0877783298492432e-01" purity="4.5982861518859863e-01" nType="0">
9540 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2587755694985390e-02" rms="3.8158681988716125e-01" purity="2.9877406358718872e-01" nType="-99"/>
9541 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0304922945797443e-03" rms="4.2950025200843811e-01" purity="6.0346764326095581e-01" nType="-99"/>
9542 </Node>
9543 </Node>
9544 </BinaryTree>
9545 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="829">
9546 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1926444768905640e+00" cType="1" res="2.8900031466037035e-03" rms="4.1363447904586792e-01" purity="5.0046926736831665e-01" nType="0">
9547 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.0933111906051636e-02" cType="1" res="-1.7934542847797275e-03" rms="4.1151824593544006e-01" purity="4.7466430068016052e-01" nType="0">
9548 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5638275071978569e-03" rms="4.1038823127746582e-01" purity="4.6022102236747742e-01" nType="-99"/>
9549 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.6320807933807373e-03" rms="4.1507217288017273e-01" purity="5.4209947586059570e-01" nType="-99"/>
9550 </Node>
9551 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.8784373998641968e-01" cType="1" res="3.3707883208990097e-02" rms="4.2601627111434937e-01" purity="6.7026960849761963e-01" nType="0">
9552 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4075275063514709e-02" rms="4.0350836515426636e-01" purity="6.2070506811141968e-01" nType="-99"/>
9553 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0782946851104498e-03" rms="4.2772227525711060e-01" purity="6.9163149595260620e-01" nType="-99"/>
9554 </Node>
9555 </Node>
9556 </BinaryTree>
9557 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="830">
9558 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.7633214853703976e-03" cType="1" res="-3.3802122343331575e-03" rms="4.0549015998840332e-01" purity="4.9336606264114380e-01" nType="0">
9559 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.7809496521949768e-01" cType="1" res="-2.8750592842698097e-02" rms="3.9599063992500305e-01" purity="4.5532494783401489e-01" nType="0">
9560 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9373026229441166e-03" rms="3.8763409852981567e-01" purity="4.1056412458419800e-01" nType="-99"/>
9561 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2992508485913277e-02" rms="4.1738665103912354e-01" purity="5.9457176923751831e-01" nType="-99"/>
9562 </Node>
9563 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="9.4656925648450851e-03" rms="4.0961742401123047e-01" purity="5.1262760162353516e-01" nType="0">
9564 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2917054118588567e-03" rms="4.0850952267646790e-01" purity="5.0766980648040771e-01" nType="-99"/>
9565 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6367556527256966e-02" rms="4.1770064830780029e-01" purity="5.6505018472671509e-01" nType="-99"/>
9566 </Node>
9567 </Node>
9568 </BinaryTree>
9569 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="831">
9570 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.2802227735519409e-01" cType="1" res="1.0641647968441248e-03" rms="4.1006270051002502e-01" purity="4.9655315279960632e-01" nType="0">
9571 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.6259707510471344e-01" cType="1" res="-8.6427666246891022e-03" rms="3.9221903681755066e-01" purity="3.9714455604553223e-01" nType="0">
9572 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.1428998596966267e-03" rms="3.8853445649147034e-01" purity="3.6525005102157593e-01" nType="-99"/>
9573 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3132491856813431e-02" rms="4.1051897406578064e-01" purity="6.7547601461410522e-01" nType="-99"/>
9574 </Node>
9575 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.4383576512336731e-01" cType="1" res="1.3221180997788906e-02" rms="4.3106219172477722e-01" purity="6.2105309963226318e-01" nType="0">
9576 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6822230368852615e-03" rms="4.3275049328804016e-01" purity="6.4829963445663452e-01" nType="-99"/>
9577 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4626417327672243e-03" rms="4.2747223377227783e-01" purity="5.8671236038208008e-01" nType="-99"/>
9578 </Node>
9579 </Node>
9580 </BinaryTree>
9581 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="832">
9582 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3008331656455994e-01" cType="1" res="1.0874907486140728e-02" rms="4.1356071829795837e-01" purity="4.9790221452713013e-01" nType="0">
9583 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="6.0333842039108276e-01" cType="1" res="-1.0235612280666828e-03" rms="3.9885228872299194e-01" purity="3.9624458551406860e-01" nType="0">
9584 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7306313384324312e-03" rms="3.9656910300254822e-01" purity="3.8924902677536011e-01" nType="-99"/>
9585 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1346023082733154e-02" rms="4.1984033584594727e-01" purity="5.1751095056533813e-01" nType="-99"/>
9586 </Node>
9587 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.2110822796821594e-01" cType="1" res="2.5934960693120956e-02" rms="4.3098822236061096e-01" purity="6.2657159566879272e-01" nType="0">
9588 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3652726784348488e-02" rms="4.3529236316680908e-01" purity="4.7088766098022461e-01" nType="-99"/>
9589 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9492673929780722e-03" rms="4.2870932817459106e-01" purity="6.5894883871078491e-01" nType="-99"/>
9590 </Node>
9591 </Node>
9592 </BinaryTree>
9593 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="833">
9594 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7891783714294434e-01" cType="1" res="-1.9567266572266817e-03" rms="4.0602469444274902e-01" purity="4.9954292178153992e-01" nType="0">
9595 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.5792380273342133e-01" cType="1" res="-1.4053653925657272e-02" rms="4.0481740236282349e-01" purity="3.8540470600128174e-01" nType="0">
9596 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0281129982322454e-03" rms="3.8608235120773315e-01" purity="3.3341741561889648e-01" nType="-99"/>
9597 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1624442413449287e-02" rms="4.3081614375114441e-01" purity="4.6745154261589050e-01" nType="-99"/>
9598 </Node>
9599 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.0238094329833984e+01" cType="1" res="1.6997165977954865e-02" rms="4.0718710422515869e-01" purity="6.7837876081466675e-01" nType="0">
9600 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.5328932143747807e-03" rms="4.0467348694801331e-01" purity="6.9584530591964722e-01" nType="-99"/>
9601 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3838446252048016e-03" rms="4.1284066438674927e-01" purity="6.2849640846252441e-01" nType="-99"/>
9602 </Node>
9603 </Node>
9604 </BinaryTree>
9605 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="834">
9606 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="6.4011239446699619e-03" rms="4.0609067678451538e-01" purity="5.0833588838577271e-01" nType="0">
9607 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4749031066894531e-01" cType="1" res="-5.6798420846462250e-03" rms="3.9415016770362854e-01" purity="4.9240034818649292e-01" nType="0">
9608 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.6958578750491142e-03" rms="3.9956247806549072e-01" purity="4.2418304085731506e-01" nType="-99"/>
9609 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1232089251279831e-02" rms="3.6940383911132812e-01" purity="7.5822591781616211e-01" nType="-99"/>
9610 </Node>
9611 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.2418706119060516e-01" cType="1" res="2.2326461970806122e-02" rms="4.2078447341918945e-01" purity="5.2934229373931885e-01" nType="0">
9612 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.5871184021234512e-04" rms="4.1589471697807312e-01" purity="4.4166406989097595e-01" nType="-99"/>
9613 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1782321147620678e-02" rms="4.2577183246612549e-01" purity="6.4268106222152710e-01" nType="-99"/>
9614 </Node>
9615 </Node>
9616 </BinaryTree>
9617 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="835">
9618 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4231101572513580e-01" cType="1" res="2.4059302813839167e-04" rms="4.0919575095176697e-01" purity="4.9730294942855835e-01" nType="0">
9619 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.2694542109966278e-01" cType="1" res="-1.9338933750987053e-02" rms="3.6627086997032166e-01" purity="2.0745775103569031e-01" nType="0">
9620 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0575491776689887e-04" rms="3.6644685268402100e-01" purity="2.0311351120471954e-01" nType="-99"/>
9621 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0338244736194611e-02" rms="3.6112949252128601e-01" purity="2.2033905982971191e-01" nType="-99"/>
9622 </Node>
9623 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.4474607408046722e-01" cType="1" res="9.7718238830566406e-03" rms="4.2821440100669861e-01" purity="6.3839834928512573e-01" nType="0">
9624 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.2482127472758293e-03" rms="4.4298097491264343e-01" purity="5.1118737459182739e-01" nType="-99"/>
9625 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2329397294670343e-04" rms="4.2301130294799805e-01" purity="6.7971992492675781e-01" nType="-99"/>
9626 </Node>
9627 </Node>
9628 </BinaryTree>
9629 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="836">
9630 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.5713560879230499e-02" cType="1" res="1.0000936454162002e-03" rms="4.1044187545776367e-01" purity="5.0303691625595093e-01" nType="0">
9631 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4101780354976654e-01" cType="1" res="-1.0751836001873016e-02" rms="4.0706819295883179e-01" purity="4.7830396890640259e-01" nType="0">
9632 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.3401251100003719e-03" rms="3.7786397337913513e-01" purity="2.5096318125724792e-01" nType="-99"/>
9633 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.5334371067583561e-03" rms="4.2232412099838257e-01" purity="6.1184751987457275e-01" nType="-99"/>
9634 </Node>
9635 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.9969965815544128e-01" cType="1" res="6.7361749708652496e-02" rms="4.2291009426116943e-01" purity="6.4270114898681641e-01" nType="0">
9636 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.2205487415194511e-03" rms="4.4826203584671021e-01" purity="5.2007853984832764e-01" nType="-99"/>
9637 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5832278653979301e-02" rms="3.9720350503921509e-01" purity="7.4820029735565186e-01" nType="-99"/>
9638 </Node>
9639 </Node>
9640 </BinaryTree>
9641 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="837">
9642 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="6.7220133543014526e-01" cType="1" res="-1.8278853967785835e-02" rms="4.0446284413337708e-01" purity="4.7689071297645569e-01" nType="0">
9643 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="4.6671545505523682e-01" cType="1" res="-2.7787182480096817e-02" rms="4.0660974383354187e-01" purity="3.9053279161453247e-01" nType="0">
9644 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9567311070859432e-03" rms="3.9426842331886292e-01" purity="3.4087732434272766e-01" nType="-99"/>
9645 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5622859820723534e-02" rms="4.4348096847534180e-01" purity="5.5653315782546997e-01" nType="-99"/>
9646 </Node>
9647 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="8.5590279102325439e-01" cType="1" res="5.8103003539144993e-03" rms="3.9795646071434021e-01" purity="6.9567668437957764e-01" nType="0">
9648 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.4007838740944862e-03" rms="4.0552088618278503e-01" purity="6.6269916296005249e-01" nType="-99"/>
9649 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2629669401794672e-03" rms="3.9320322871208191e-01" purity="7.1342760324478149e-01" nType="-99"/>
9650 </Node>
9651 </Node>
9652 </BinaryTree>
9653 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="838">
9654 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1429577656090260e-03" cType="1" res="-2.9828312108293176e-04" rms="4.1223460435867310e-01" purity="4.9243533611297607e-01" nType="0">
9655 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.7409653887152672e-03" cType="1" res="2.3174464702606201e-02" rms="4.1423004865646362e-01" purity="4.9129858613014221e-01" nType="0">
9656 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2314950581640005e-03" rms="4.0171200037002563e-01" purity="5.1190745830535889e-01" nType="-99"/>
9657 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6592068597674370e-02" rms="4.3388104438781738e-01" purity="4.5401132106781006e-01" nType="-99"/>
9658 </Node>
9659 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="-2.1035591140389442e-02" rms="4.0934529900550842e-01" purity="4.9343970417976379e-01" nType="0">
9660 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7582707591354847e-03" rms="4.1061994433403015e-01" purity="5.0464224815368652e-01" nType="-99"/>
9661 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9525341242551804e-02" rms="3.6714711785316467e-01" purity="3.1286320090293884e-01" nType="-99"/>
9662 </Node>
9663 </Node>
9664 </BinaryTree>
9665 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="839">
9666 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.6000000000000000e+01" cType="1" res="4.7572581097483635e-03" rms="4.1008153557777405e-01" purity="4.9355357885360718e-01" nType="0">
9667 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.0957282781600952e-01" cType="1" res="2.1923527121543884e-02" rms="4.0377670526504517e-01" purity="4.9631190299987793e-01" nType="0">
9668 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.9593611881136894e-03" rms="4.0114906430244446e-01" purity="4.8101308941841125e-01" nType="-99"/>
9669 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2897573411464691e-02" rms="4.2773443460464478e-01" purity="6.7529565095901489e-01" nType="-99"/>
9670 </Node>
9671 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5239905640482903e-03" cType="1" res="-1.3658186420798302e-02" rms="4.1595220565795898e-01" purity="4.9059447646141052e-01" nType="0">
9672 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1604739353060722e-02" rms="4.0167862176895142e-01" purity="4.3999755382537842e-01" nType="-99"/>
9673 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.6818628907203674e-03" rms="4.2882633209228516e-01" purity="5.4573446512222290e-01" nType="-99"/>
9674 </Node>
9675 </Node>
9676 </BinaryTree>
9677 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="840">
9678 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="9.3333756923675537e-01" cType="1" res="8.5948286578059196e-03" rms="4.1365128755569458e-01" purity="5.0667387247085571e-01" nType="0">
9679 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.2136274576187134e-01" cType="1" res="1.3384798541665077e-02" rms="4.1223308444023132e-01" purity="4.8676982522010803e-01" nType="0">
9680 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0375149324536324e-03" rms="4.1110369563102722e-01" purity="4.6085694432258606e-01" nType="-99"/>
9681 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9194958731532097e-02" rms="4.1808354854583740e-01" purity="7.2876381874084473e-01" nType="-99"/>
9682 </Node>
9683 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.0428571701049805e+01" cType="1" res="-3.0202781781554222e-02" rms="4.2296957969665527e-01" purity="6.6789227724075317e-01" nType="0">
9684 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5787182152271271e-02" rms="4.1987696290016174e-01" purity="5.9033089876174927e-01" nType="-99"/>
9685 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2265531113371253e-03" rms="4.2153581976890564e-01" purity="6.9987636804580688e-01" nType="-99"/>
9686 </Node>
9687 </Node>
9688 </BinaryTree>
9689 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="841">
9690 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3053590953350067e-01" cType="1" res="-4.9547706730663776e-03" rms="4.0658929944038391e-01" purity="4.9211677908897400e-01" nType="0">
9691 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.0858179032802582e-01" cType="1" res="1.4067516662180424e-02" rms="3.9353850483894348e-01" purity="4.3323481082916260e-01" nType="0">
9692 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3702280595898628e-03" rms="3.9285716414451599e-01" purity="4.1150337457656860e-01" nType="-99"/>
9693 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1895155310630798e-02" rms="3.9397257566452026e-01" purity="6.7888677120208740e-01" nType="-99"/>
9694 </Node>
9695 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.7014898061752319e-01" cType="1" res="-3.3198919147253036e-02" rms="4.2365613579750061e-01" purity="5.7954424619674683e-01" nType="0">
9696 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5743378549814224e-02" rms="4.3609821796417236e-01" purity="4.5386728644371033e-01" nType="-99"/>
9697 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0419878419488668e-03" rms="4.1137596964836121e-01" purity="6.8289601802825928e-01" nType="-99"/>
9698 </Node>
9699 </Node>
9700 </BinaryTree>
9701 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="842">
9702 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.6077330112457275e+00" cType="1" res="5.5093765258789062e-03" rms="4.1042414307594299e-01" purity="5.0277394056320190e-01" nType="0">
9703 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.6000000000000000e+01" cType="1" res="2.9867067933082581e-03" rms="4.1004779934883118e-01" purity="4.9643450975418091e-01" nType="0">
9704 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0856326338835061e-04" rms="4.1321489214897156e-01" purity="4.8826205730438232e-01" nType="-99"/>
9705 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2954355217516422e-02" rms="3.7330812215805054e-01" purity="5.8062076568603516e-01" nType="-99"/>
9706 </Node>
9707 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5761462971568108e-02" rms="4.1475653648376465e-01" purity="6.4285469055175781e-01" nType="-99"/>
9708 </Node>
9709 </BinaryTree>
9710 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="843">
9711 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6006876230239868e-01" cType="1" res="1.0707958601415157e-02" rms="4.0492206811904907e-01" purity="5.1689410209655762e-01" nType="0">
9712 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.1788863465189934e-02" cType="1" res="3.4438194707036018e-03" rms="3.9962595701217651e-01" purity="4.8259633779525757e-01" nType="0">
9713 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7994230613112450e-02" rms="3.1275743246078491e-01" purity="2.6362138986587524e-01" nType="-99"/>
9714 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4915769938379526e-03" rms="4.1220813989639282e-01" purity="5.2067297697067261e-01" nType="-99"/>
9715 </Node>
9716 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.6358007192611694e+00" cType="1" res="3.7750504910945892e-02" rms="4.2296174168586731e-01" purity="6.4457583427429199e-01" nType="0">
9717 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2559391558170319e-02" rms="4.2761176824569702e-01" purity="6.1824792623519897e-01" nType="-99"/>
9718 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1640905179083347e-03" rms="4.0277040004730225e-01" purity="7.3837333917617798e-01" nType="-99"/>
9719 </Node>
9720 </Node>
9721 </BinaryTree>
9722 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="844">
9723 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="8.4895616769790649e-01" cType="1" res="3.9108484052121639e-03" rms="4.1199114918708801e-01" purity="4.9504336714744568e-01" nType="0">
9724 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="1.2170910835266113e-02" rms="4.1902515292167664e-01" purity="4.4929590821266174e-01" nType="0">
9725 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7462690165266395e-04" rms="4.0797516703605652e-01" purity="4.4134876132011414e-01" nType="-99"/>
9726 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1920739896595478e-02" rms="4.5077136158943176e-01" purity="4.7448945045471191e-01" nType="-99"/>
9727 </Node>
9728 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.9543243944644928e-01" cType="1" res="-3.2664880156517029e-02" rms="3.7711197137832642e-01" purity="6.9761401414871216e-01" nType="0">
9729 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0550258457660675e-02" rms="4.2570087313652039e-01" purity="4.1380894184112549e-01" nType="-99"/>
9730 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7543855831027031e-03" rms="3.4900674223899841e-01" purity="8.3116722106933594e-01" nType="-99"/>
9731 </Node>
9732 </Node>
9733 </BinaryTree>
9734 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="845">
9735 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="6.0956114530563354e-01" cType="1" res="-5.0723627209663391e-03" rms="4.0835192799568176e-01" purity="4.9301511049270630e-01" nType="0">
9736 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.3449546098709106e-01" cType="1" res="-1.1922669596970081e-02" rms="4.0659618377685547e-01" purity="4.6834257245063782e-01" nType="0">
9737 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.0593043453991413e-03" rms="3.8792243599891663e-01" purity="3.3286860585212708e-01" nType="-99"/>
9738 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.2150382436811924e-03" rms="4.1225609183311462e-01" purity="5.1465123891830444e-01" nType="-99"/>
9739 </Node>
9740 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8806506395339966e+00" cType="1" res="6.2897488474845886e-02" rms="4.1935998201370239e-01" purity="7.3781985044479370e-01" nType="0">
9741 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3638909682631493e-02" rms="4.1877427697181702e-01" purity="7.2785681486129761e-01" nType="-99"/>
9742 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.9308142885565758e-03" rms="4.1708683967590332e-01" purity="7.4805939197540283e-01" nType="-99"/>
9743 </Node>
9744 </Node>
9745 </BinaryTree>
9746 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="846">
9747 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.6077330112457275e+00" cType="1" res="1.1891612084582448e-03" rms="4.0478926897048950e-01" purity="5.0575488805770874e-01" nType="0">
9748 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.0280661582946777e-01" cType="1" res="4.5075272209942341e-03" rms="4.0509530901908875e-01" purity="5.0611418485641479e-01" nType="0">
9749 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.8142761806957424e-04" rms="4.0773215889930725e-01" purity="4.5826244354248047e-01" nType="-99"/>
9750 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.9805416539311409e-03" rms="3.9004355669021606e-01" purity="7.4741178750991821e-01" nType="-99"/>
9751 </Node>
9752 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8239473700523376e-02" rms="3.8281902670860291e-01" purity="4.9512207508087158e-01" nType="-99"/>
9753 </Node>
9754 </BinaryTree>
9755 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="847">
9756 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="4.1915811598300934e-03" rms="4.0474539995193481e-01" purity="4.9644130468368530e-01" nType="0">
9757 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="7.4285712242126465e+00" cType="1" res="2.4946950376033783e-02" rms="3.9979037642478943e-01" purity="4.8253211379051208e-01" nType="0">
9758 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1216412317007780e-03" rms="3.6613234877586365e-01" purity="3.9182275533676147e-01" nType="-99"/>
9759 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3435869477689266e-02" rms="4.1780483722686768e-01" purity="5.3858333826065063e-01" nType="-99"/>
9760 </Node>
9761 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="2.2326239943504333e-01" cType="1" res="-9.2799160629510880e-03" rms="4.0736374258995056e-01" purity="5.0546926259994507e-01" nType="0">
9762 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.9212782867252827e-03" rms="3.9120423793792725e-01" purity="4.6970251202583313e-01" nType="-99"/>
9763 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1006361804902554e-02" rms="4.2779618501663208e-01" purity="5.5802553892135620e-01" nType="-99"/>
9764 </Node>
9765 </Node>
9766 </BinaryTree>
9767 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="848">
9768 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="2.2260581608861685e-03" rms="4.1274923086166382e-01" purity="4.9468097090721130e-01" nType="0">
9769 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.7626802325248718e-01" cType="1" res="-2.8591906651854515e-02" rms="4.0239241719245911e-01" purity="4.1701763868331909e-01" nType="0">
9770 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9240583949722350e-05" rms="3.8994127511978149e-01" purity="3.1158164143562317e-01" nType="-99"/>
9771 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0764026790857315e-02" rms="4.1762712597846985e-01" purity="5.8635622262954712e-01" nType="-99"/>
9772 </Node>
9773 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.5714284896850586e+01" cType="1" res="1.6113677993416786e-02" rms="4.1658785939216614e-01" purity="5.2967864274978638e-01" nType="0">
9774 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5255400212481618e-03" rms="4.1603255271911621e-01" purity="5.2110946178436279e-01" nType="-99"/>
9775 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0308330878615379e-02" rms="4.1689702868461609e-01" purity="5.4714936017990112e-01" nType="-99"/>
9776 </Node>
9777 </Node>
9778 </BinaryTree>
9779 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="849">
9780 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.1153895854949951e-01" cType="1" res="1.5657072653993964e-03" rms="4.1565921902656555e-01" purity="4.9162140488624573e-01" nType="0">
9781 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.0238094329833984e+01" cType="1" res="1.0888238437473774e-02" rms="4.1715154051780701e-01" purity="4.0897059440612793e-01" nType="0">
9782 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.3951652524992824e-04" rms="4.0270790457725525e-01" purity="3.8165432214736938e-01" nType="-99"/>
9783 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.7627174109220505e-03" rms="4.4071057438850403e-01" purity="4.5786413550376892e-01" nType="-99"/>
9784 </Node>
9785 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.8713857233524323e-01" cType="1" res="-1.9592128694057465e-02" rms="4.1146939992904663e-01" purity="6.7920041084289551e-01" nType="0">
9786 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5509185381233692e-02" rms="4.0279540419578552e-01" purity="6.2808209657669067e-01" nType="-99"/>
9787 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3037743046879768e-03" rms="4.1412895917892456e-01" purity="7.0058256387710571e-01" nType="-99"/>
9788 </Node>
9789 </Node>
9790 </BinaryTree>
9791 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="850">
9792 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="6.7192888259887695e-01" cType="1" res="1.0558135807514191e-02" rms="4.0428826212882996e-01" purity="5.1183009147644043e-01" nType="0">
9793 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3810507263988256e-03" cType="1" res="-2.6573834475129843e-03" rms="4.0865319967269897e-01" purity="4.2248860001564026e-01" nType="0">
9794 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4591098763048649e-02" rms="3.9453878998756409e-01" purity="3.7460383772850037e-01" nType="-99"/>
9795 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4540736339986324e-03" rms="4.1093969345092773e-01" purity="4.3338674306869507e-01" nType="-99"/>
9796 </Node>
9797 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.0238094329833984e+01" cType="1" res="4.2275324463844299e-02" rms="3.9180052280426025e-01" purity="7.2624915838241577e-01" nType="0">
9798 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7350019887089729e-02" rms="3.8419890403747559e-01" purity="7.4051892757415771e-01" nType="-99"/>
9799 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4108703471720219e-03" rms="4.0626990795135498e-01" purity="6.9347184896469116e-01" nType="-99"/>
9800 </Node>
9801 </Node>
9802 </BinaryTree>
9803 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="851">
9804 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="6.5094608068466187e-01" cType="1" res="-1.0731102665886283e-03" rms="4.0704140067100525e-01" purity="4.9106886982917786e-01" nType="0">
9805 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.5620543360710144e-01" cType="1" res="-6.3952580094337463e-03" rms="4.0560612082481384e-01" purity="4.4432017207145691e-01" nType="0">
9806 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0308905038982630e-03" rms="4.0302613377571106e-01" purity="4.4154664874076843e-01" nType="-99"/>
9807 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9638486206531525e-02" rms="4.6504124999046326e-01" purity="5.2149629592895508e-01" nType="-99"/>
9808 </Node>
9809 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.3456545174121857e-01" cType="1" res="2.2940522059798241e-02" rms="4.1260263323783875e-01" purity="7.0199990272521973e-01" nType="0">
9810 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3131486251950264e-02" rms="4.5845326781272888e-01" purity="4.4768452644348145e-01" nType="-99"/>
9811 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1057352647185326e-02" rms="4.0021359920501709e-01" purity="7.5596058368682861e-01" nType="-99"/>
9812 </Node>
9813 </Node>
9814 </BinaryTree>
9815 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="852">
9816 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3814709857106209e-03" cType="1" res="1.0457184398546815e-03" rms="4.0857565402984619e-01" purity="4.9335691332817078e-01" nType="0">
9817 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="4.1489216685295105e-01" cType="1" res="-3.6313164979219437e-02" rms="4.0010052919387817e-01" purity="4.7317939996719360e-01" nType="0">
9818 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4943330548703671e-02" rms="4.0445244312286377e-01" purity="3.7910670042037964e-01" nType="-99"/>
9819 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9731416143476963e-03" rms="3.8354673981666565e-01" purity="7.4480658769607544e-01" nType="-99"/>
9820 </Node>
9821 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="1.0650402866303921e-02" rms="4.1017681360244751e-01" purity="4.9854442477226257e-01" nType="0">
9822 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.1371267288923264e-03" rms="4.1049161553382874e-01" purity="5.0259780883789062e-01" nType="-99"/>
9823 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1884636245667934e-02" rms="4.0243679285049438e-01" purity="4.4623586535453796e-01" nType="-99"/>
9824 </Node>
9825 </Node>
9826 </BinaryTree>
9827 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="853">
9828 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.8960160017013550e-01" cType="1" res="1.2126941233873367e-02" rms="4.1184002161026001e-01" purity="5.0207811594009399e-01" nType="0">
9829 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3810907732695341e-03" cType="1" res="6.4622531644999981e-03" rms="4.1150033473968506e-01" purity="4.7898292541503906e-01" nType="0">
9830 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.2003419995307922e-03" rms="4.3027526140213013e-01" purity="5.1065456867218018e-01" nType="-99"/>
9831 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0067178886383772e-04" rms="4.0574884414672852e-01" purity="4.7007891535758972e-01" nType="-99"/>
9832 </Node>
9833 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.1342220306396484e-01" cType="1" res="4.9898497760295868e-02" rms="4.1211217641830444e-01" purity="6.5607488155364990e-01" nType="0">
9834 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4044834077358246e-02" rms="4.3705689907073975e-01" purity="5.9041446447372437e-01" nType="-99"/>
9835 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7402819618582726e-03" rms="3.9053633809089661e-01" purity="7.0151257514953613e-01" nType="-99"/>
9836 </Node>
9837 </Node>
9838 </BinaryTree>
9839 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="854">
9840 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3357838392257690e-01" cType="1" res="5.8683329261839390e-03" rms="4.0288403630256653e-01" purity="5.0959742069244385e-01" nType="0">
9841 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.4272696338593960e-02" cType="1" res="-2.2322246804833412e-02" rms="3.8402721285820007e-01" purity="2.7497422695159912e-01" nType="0">
9842 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.9862331990152597e-04" rms="3.8401365280151367e-01" purity="2.8986206650733948e-01" nType="-99"/>
9843 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1117225289344788e-02" rms="3.7937900424003601e-01" purity="2.3527000844478607e-01" nType="-99"/>
9844 </Node>
9845 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.2054499387741089e-01" cType="1" res="2.9121682047843933e-02" rms="4.1636419296264648e-01" purity="7.0312923192977905e-01" nType="0">
9846 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.9209404066205025e-03" rms="4.4782355427742004e-01" purity="4.6216216683387756e-01" nType="-99"/>
9847 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0717973113059998e-02" rms="4.0985506772994995e-01" purity="7.4396020174026489e-01" nType="-99"/>
9848 </Node>
9849 </Node>
9850 </BinaryTree>
9851 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="855">
9852 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.9047899171710014e-02" cType="1" res="3.9684171788394451e-03" rms="4.0938684344291687e-01" purity="4.9618530273437500e-01" nType="0">
9853 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.0260491371154785e-01" cType="1" res="-4.8068538308143616e-03" rms="4.0472644567489624e-01" purity="4.5441675186157227e-01" nType="0">
9854 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.9653933644294739e-03" rms="3.7415441870689392e-01" purity="2.9669216275215149e-01" nType="-99"/>
9855 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9095849711447954e-03" rms="4.2063128948211670e-01" purity="5.4383099079132080e-01" nType="-99"/>
9856 </Node>
9857 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.6734767258167267e-02" cType="1" res="2.1713508293032646e-02" rms="4.1809001564979553e-01" purity="5.8064854145050049e-01" nType="0">
9858 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1123569682240486e-02" rms="4.1242706775665283e-01" purity="6.0061937570571899e-01" nType="-99"/>
9859 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1010122038424015e-03" rms="4.2585682868957520e-01" purity="5.4537868499755859e-01" nType="-99"/>
9860 </Node>
9861 </Node>
9862 </BinaryTree>
9863 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="856">
9864 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.0637990832328796e-01" cType="1" res="1.1440499685704708e-02" rms="4.1695451736450195e-01" purity="5.1237243413925171e-01" nType="0">
9865 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.6808229684829712e-01" cType="1" res="1.7862897366285324e-02" rms="4.1629111766815186e-01" purity="4.9085947871208191e-01" nType="0">
9866 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5635756794363260e-03" rms="4.1459420323371887e-01" purity="4.8739644885063171e-01" nType="-99"/>
9867 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9016196727752686e-02" rms="4.3391448259353638e-01" purity="5.5253994464874268e-01" nType="-99"/>
9868 </Node>
9869 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.3124477863311768e+00" cType="1" res="-3.8452740758657455e-02" rms="4.1873091459274292e-01" purity="6.7949861288070679e-01" nType="0">
9870 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8470464050769806e-02" rms="4.4671228528022766e-01" purity="5.5471247434616089e-01" nType="-99"/>
9871 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0060160022694618e-04" rms="3.9791437983512878e-01" purity="7.4591934680938721e-01" nType="-99"/>
9872 </Node>
9873 </Node>
9874 </BinaryTree>
9875 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="857">
9876 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5230239629745483e-02" cType="1" res="-4.4329157099127769e-03" rms="4.0984529256820679e-01" purity="4.9066042900085449e-01" nType="0">
9877 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.8134522438049316e+00" cType="1" res="-2.1501835435628891e-03" rms="4.0983292460441589e-01" purity="4.8796537518501282e-01" nType="0">
9878 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3340706573217176e-05" rms="4.0960368514060974e-01" purity="4.8745256662368774e-01" nType="-99"/>
9879 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2074323147535324e-02" rms="4.1039037704467773e-01" purity="5.0604039430618286e-01" nType="-99"/>
9880 </Node>
9881 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6508657485246658e-02" rms="4.0620538592338562e-01" purity="5.5629044771194458e-01" nType="-99"/>
9882 </Node>
9883 </BinaryTree>
9884 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="858">
9885 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6059373021125793e-01" cType="1" res="2.2062475327402353e-03" rms="4.0725407004356384e-01" purity="5.0526380538940430e-01" nType="0">
9886 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.1788863465189934e-02" cType="1" res="-6.1083398759365082e-03" rms="4.0125423669815063e-01" purity="4.6924835443496704e-01" nType="0">
9887 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0408943295478821e-02" rms="3.1643295288085938e-01" purity="2.6124599575996399e-01" nType="-99"/>
9888 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.8546680742874742e-04" rms="4.1450664401054382e-01" purity="5.0793123245239258e-01" nType="-99"/>
9889 </Node>
9890 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="5.4320615530014038e-01" cType="1" res="3.3778216689825058e-02" rms="4.2780414223670959e-01" purity="6.4202076196670532e-01" nType="0">
9891 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7981242388486862e-02" rms="4.2632287740707397e-01" purity="6.1852228641510010e-01" nType="-99"/>
9892 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.5316739492118359e-03" rms="4.2399582266807556e-01" purity="6.7920047044754028e-01" nType="-99"/>
9893 </Node>
9894 </Node>
9895 </BinaryTree>
9896 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="859">
9897 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="7.1354019455611706e-03" cType="1" res="5.8147157542407513e-03" rms="4.0338343381881714e-01" purity="5.1255470514297485e-01" nType="0">
9898 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="8.4953492879867554e-01" cType="1" res="-1.4149231836199760e-02" rms="4.0283429622650146e-01" purity="4.4855308532714844e-01" nType="0">
9899 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.4186980016529560e-03" rms="4.0199682116508484e-01" purity="4.1062092781066895e-01" nType="-99"/>
9900 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3627712614834309e-02" rms="4.0396612882614136e-01" purity="7.4922633171081543e-01" nType="-99"/>
9901 </Node>
9902 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.6571428298950195e+01" cType="1" res="2.0824002102017403e-02" rms="4.0314528346061707e-01" purity="5.6067234277725220e-01" nType="0">
9903 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1887048389762640e-03" rms="4.0478944778442383e-01" purity="5.4902178049087524e-01" nType="-99"/>
9904 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6941672191023827e-02" rms="3.9382207393646240e-01" purity="6.0920810699462891e-01" nType="-99"/>
9905 </Node>
9906 </Node>
9907 </BinaryTree>
9908 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="860">
9909 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="6.5505988895893097e-03" rms="4.1174948215484619e-01" purity="5.0482088327407837e-01" nType="0">
9910 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.0952293425798416e-02" cType="1" res="3.2542143017053604e-02" rms="3.8905435800552368e-01" purity="4.4177836179733276e-01" nType="0">
9911 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2635422907769680e-03" rms="3.8149991631507874e-01" purity="3.9873492717742920e-01" nType="-99"/>
9912 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7276387438178062e-02" rms="4.1083264350891113e-01" purity="6.0720962285995483e-01" nType="-99"/>
9913 </Node>
9914 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.3000000000000000e+01" cType="1" res="1.1361747601768002e-04" rms="4.1692912578582764e-01" purity="5.2043378353118896e-01" nType="0">
9915 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.6732005476951599e-03" rms="3.9932391047477722e-01" purity="5.1037770509719849e-01" nType="-99"/>
9916 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6470115408301353e-03" rms="4.2141699790954590e-01" purity="5.2334511280059814e-01" nType="-99"/>
9917 </Node>
9918 </Node>
9919 </BinaryTree>
9920 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="861">
9921 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.6185978204011917e-02" cType="1" res="3.7157956976443529e-03" rms="4.0574496984481812e-01" purity="5.0701904296875000e-01" nType="0">
9922 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.6208909451961517e-02" cType="1" res="-7.1542086079716682e-03" rms="4.0517371892929077e-01" purity="4.6211463212966919e-01" nType="0">
9923 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.5639707241207361e-04" rms="4.0563574433326721e-01" purity="4.5776703953742981e-01" nType="-99"/>
9924 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6010457649827003e-02" rms="3.9891329407691956e-01" purity="4.8689880967140198e-01" nType="-99"/>
9925 </Node>
9926 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.8000000000000000e+01" cType="1" res="3.2811649143695831e-02" rms="4.0583992004394531e-01" purity="6.2721520662307739e-01" nType="0">
9927 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2270492501556873e-02" rms="4.0410670638084412e-01" purity="6.4218252897262573e-01" nType="-99"/>
9928 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0954066179692745e-02" rms="4.0893921256065369e-01" purity="5.3451406955718994e-01" nType="-99"/>
9929 </Node>
9930 </Node>
9931 </BinaryTree>
9932 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="862">
9933 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3805429227650166e-03" cType="1" res="-3.1626273412257433e-03" rms="4.0953168272972107e-01" purity="4.9635955691337585e-01" nType="0">
9934 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.3857143402099609e+01" cType="1" res="3.4396711736917496e-02" rms="4.1687050461769104e-01" purity="5.5000823736190796e-01" nType="0">
9935 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5848094597458839e-02" rms="4.0775206685066223e-01" purity="5.6926774978637695e-01" nType="-99"/>
9936 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0683528147637844e-02" rms="4.4161650538444519e-01" purity="4.7807529568672180e-01" nType="-99"/>
9937 </Node>
9938 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.1846839934587479e-02" cType="1" res="-1.4226198196411133e-02" rms="4.0668389201164246e-01" purity="4.8055666685104370e-01" nType="0">
9939 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.3019203953444958e-03" rms="3.9872127771377563e-01" purity="4.4259247183799744e-01" nType="-99"/>
9940 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6858106721192598e-03" rms="4.3032711744308472e-01" purity="6.0221725702285767e-01" nType="-99"/>
9941 </Node>
9942 </Node>
9943 </BinaryTree>
9944 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="863">
9945 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.0947035178542137e-02" cType="1" res="-5.8384314179420471e-03" rms="4.0798494219779968e-01" purity="4.9338173866271973e-01" nType="0">
9946 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.1217184066772461e+00" cType="1" res="1.5520834131166339e-03" rms="4.0420731902122498e-01" purity="4.7756969928741455e-01" nType="0">
9947 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0130357695743442e-03" rms="4.0594419836997986e-01" purity="4.4513460993766785e-01" nType="-99"/>
9948 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4339343644678593e-02" rms="3.8569030165672302e-01" purity="7.6305902004241943e-01" nType="-99"/>
9949 </Node>
9950 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.5577753782272339e-01" cType="1" res="-3.8779933005571365e-02" rms="4.2284584045410156e-01" purity="5.6386029720306396e-01" nType="0">
9951 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.9391544461250305e-03" rms="4.2514917254447937e-01" purity="3.3431878685951233e-01" nType="-99"/>
9952 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6392800956964493e-02" rms="4.1987246274948120e-01" purity="6.3224530220031738e-01" nType="-99"/>
9953 </Node>
9954 </Node>
9955 </BinaryTree>
9956 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="864">
9957 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="-3.1578943599015474e-03" rms="4.0494245290756226e-01" purity="4.9331215023994446e-01" nType="0">
9958 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.6190137490630150e-02" cType="1" res="-3.6950723733752966e-04" rms="4.0826034545898438e-01" purity="4.9556586146354675e-01" nType="0">
9959 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9020283361896873e-03" rms="4.0290179848670959e-01" purity="4.6114176511764526e-01" nType="-99"/>
9960 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7732279635965824e-03" rms="4.2321974039077759e-01" purity="5.9758436679840088e-01" nType="-99"/>
9961 </Node>
9962 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="9.5180496573448181e-03" cType="1" res="-4.4310580939054489e-02" rms="3.4978482127189636e-01" purity="4.6005010604858398e-01" nType="0">
9963 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1938174292445183e-03" rms="3.5233590006828308e-01" purity="4.9680486321449280e-01" nType="-99"/>
9964 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5326676666736603e-02" rms="3.4245949983596802e-01" purity="4.0805786848068237e-01" nType="-99"/>
9965 </Node>
9966 </Node>
9967 </BinaryTree>
9968 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="865">
9969 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.5713650286197662e-02" cType="1" res="1.1077020317316055e-02" rms="4.1319033503532410e-01" purity="5.0772780179977417e-01" nType="0">
9970 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.8000000000000000e+01" cType="1" res="1.9608622416853905e-02" rms="4.1044250130653381e-01" purity="5.0482934713363647e-01" nType="0">
9971 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1520591154694557e-03" rms="4.1099962592124939e-01" purity="5.0926035642623901e-01" nType="-99"/>
9972 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4624736979603767e-03" rms="4.0639454126358032e-01" purity="4.8196211457252502e-01" nType="-99"/>
9973 </Node>
9974 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.9299787282943726e-01" cType="1" res="-4.9094162881374359e-02" rms="4.2726343870162964e-01" purity="5.2816981077194214e-01" nType="0">
9975 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5089412927627563e-02" rms="4.2531982064247131e-01" purity="4.4639644026756287e-01" nType="-99"/>
9976 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.7430824749171734e-03" rms="4.1915827989578247e-01" purity="6.7636418342590332e-01" nType="-99"/>
9977 </Node>
9978 </Node>
9979 </BinaryTree>
9980 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="866">
9981 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.2677193880081177e-01" cType="1" res="-7.0535354316234589e-03" rms="4.0765306353569031e-01" purity="4.8620015382766724e-01" nType="0">
9982 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.8505903482437134e-01" cType="1" res="-1.5252528712153435e-02" rms="4.0216588973999023e-01" purity="3.9074075222015381e-01" nType="0">
9983 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.0564888194203377e-03" rms="3.9075583219528198e-01" purity="3.1300291419029236e-01" nType="-99"/>
9984 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.4325697496533394e-03" rms="4.3942496180534363e-01" purity="6.8121170997619629e-01" nType="-99"/>
9985 </Node>
9986 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.5062178373336792e+00" cType="1" res="1.1588139459490776e-02" rms="4.1926592588424683e-01" purity="7.0324194431304932e-01" nType="0">
9987 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1465892940759659e-03" rms="4.2175275087356567e-01" purity="7.1277606487274170e-01" nType="-99"/>
9988 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7797649167478085e-03" rms="4.1150370240211487e-01" purity="6.7890107631683350e-01" nType="-99"/>
9989 </Node>
9990 </Node>
9991 </BinaryTree>
9992 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="867">
9993 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.8100696802139282e-01" cType="1" res="-1.1273983400315046e-03" rms="4.1004386544227600e-01" purity="4.9766889214515686e-01" nType="0">
9994 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.1205301433801651e-01" cType="1" res="1.2734776362776756e-02" rms="3.9920985698699951e-01" purity="4.4296801090240479e-01" nType="0">
9995 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9806675845757127e-04" rms="3.9249360561370850e-01" purity="4.0128690004348755e-01" nType="-99"/>
9996 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3555995188653469e-02" rms="4.1720271110534668e-01" purity="5.7277083396911621e-01" nType="-99"/>
9997 </Node>
9998 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="6.3272565603256226e-01" cType="1" res="-3.4890290349721909e-02" rms="4.3345370888710022e-01" purity="6.3089883327484131e-01" nType="0">
9999 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6915930435061455e-02" rms="4.3779367208480835e-01" purity="5.5943131446838379e-01" nType="-99"/>
10000 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.4925326993688941e-04" rms="4.2680683732032776e-01" purity="7.0120841264724731e-01" nType="-99"/>
10001 </Node>
10002 </Node>
10003 </BinaryTree>
10004 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="868">
10005 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4253976345062256e-01" cType="1" res="1.7495527863502502e-03" rms="4.0826874971389771e-01" purity="5.0282782316207886e-01" nType="0">
10006 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.8323251605033875e-01" cType="1" res="2.2059271112084389e-02" rms="3.8603502511978149e-01" purity="2.5182473659515381e-01" nType="0">
10007 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2886459268629551e-03" rms="3.6779397726058960e-01" purity="2.2118857502937317e-01" nType="-99"/>
10008 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3924287408590317e-02" rms="4.9304643273353577e-01" purity="4.7521626949310303e-01" nType="-99"/>
10009 </Node>
10010 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="9.0279132127761841e-01" cType="1" res="-8.8554862886667252e-03" rms="4.1901928186416626e-01" purity="6.3389295339584351e-01" nType="0">
10011 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.4106338173151016e-03" rms="4.2436236143112183e-01" purity="6.0690492391586304e-01" nType="-99"/>
10012 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.4934873953461647e-03" rms="3.9567440748214722e-01" purity="7.4045652151107788e-01" nType="-99"/>
10013 </Node>
10014 </Node>
10015 </BinaryTree>
10016 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="869">
10017 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="-4.8286635428667068e-03" rms="4.1482982039451599e-01" purity="4.8308241367340088e-01" nType="0">
10018 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.1666666030883789e+01" cType="1" res="-9.9543742835521698e-03" rms="4.1578790545463562e-01" purity="4.7833770513534546e-01" nType="0">
10019 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.5445825457572937e-03" rms="4.0637949109077454e-01" purity="4.6142694354057312e-01" nType="-99"/>
10020 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.0063667371869087e-03" rms="4.3985721468925476e-01" purity="5.2721017599105835e-01" nType="-99"/>
10021 </Node>
10022 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1925289407372475e-02" cType="1" res="4.9298759549856186e-02" rms="4.0059098601341248e-01" purity="5.3318625688552856e-01" nType="0">
10023 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.6879891566932201e-03" rms="3.8223445415496826e-01" purity="4.8089510202407837e-01" nType="-99"/>
10024 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0517610013484955e-02" rms="4.1963809728622437e-01" purity="5.9451711177825928e-01" nType="-99"/>
10025 </Node>
10026 </Node>
10027 </BinaryTree>
10028 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="870">
10029 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.9857143402099609e+01" cType="1" res="-9.5099452883005142e-03" rms="4.0697562694549561e-01" purity="4.8740833997726440e-01" nType="0">
10030 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4751170873641968e-01" cType="1" res="-6.1459369026124477e-03" rms="4.0735292434692383e-01" purity="4.9171426892280579e-01" nType="0">
10031 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7093158829957247e-05" rms="4.1300615668296814e-01" purity="4.4401997327804565e-01" nType="-99"/>
10032 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1169606819748878e-02" rms="3.8010179996490479e-01" purity="7.0246952772140503e-01" nType="-99"/>
10033 </Node>
10034 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3764202371239662e-02" rms="3.9200264215469360e-01" purity="3.9545944333076477e-01" nType="-99"/>
10035 </Node>
10036 </BinaryTree>
10037 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="871">
10038 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.1887187659740448e-01" cType="1" res="-4.4588837772607803e-03" rms="4.0857982635498047e-01" purity="4.9090406298637390e-01" nType="0">
10039 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="8.4642693400382996e-02" cType="1" res="9.6322875469923019e-03" rms="3.9167562127113342e-01" purity="2.9819574952125549e-01" nType="0">
10040 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5621827915310860e-02" rms="3.5753110051155090e-01" purity="2.0547179877758026e-01" nType="-99"/>
10041 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4977824175730348e-03" rms="4.0818369388580322e-01" purity="3.4843847155570984e-01" nType="-99"/>
10042 </Node>
10043 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.3819725513458252e-01" cType="1" res="-1.6605434939265251e-02" rms="4.2223167419433594e-01" purity="6.5701812505722046e-01" nType="0">
10044 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.9137422144412994e-03" rms="4.5179530978202820e-01" purity="5.3114306926727295e-01" nType="-99"/>
10045 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.7668404295109212e-04" rms="3.9369520545005798e-01" purity="7.6808601617813110e-01" nType="-99"/>
10046 </Node>
10047 </Node>
10048 </BinaryTree>
10049 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="872">
10050 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3810507263988256e-03" cType="1" res="-8.8724849047139287e-04" rms="4.0146106481552124e-01" purity="5.0297045707702637e-01" nType="0">
10051 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="7.1277099847793579e-01" cType="1" res="3.6517951637506485e-02" rms="4.1822484135627747e-01" purity="5.5496108531951904e-01" nType="0">
10052 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5564180910587311e-02" rms="4.1769737005233765e-01" purity="5.4150176048278809e-01" nType="-99"/>
10053 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0652947947382927e-02" rms="4.0645983815193176e-01" purity="6.3172608613967896e-01" nType="-99"/>
10054 </Node>
10055 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.7619392871856689e-01" cType="1" res="-1.1929549276828766e-02" rms="3.9570131897926331e-01" purity="4.8762235045433044e-01" nType="0">
10056 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.9589428603649139e-03" rms="3.9152199029922485e-01" purity="3.8816484808921814e-01" nType="-99"/>
10057 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3241827040910721e-03" rms="4.0227130055427551e-01" purity="6.7153292894363403e-01" nType="-99"/>
10058 </Node>
10059 </Node>
10060 </BinaryTree>
10061 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="873">
10062 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1535682678222656e-01" cType="1" res="-5.7935377117246389e-04" rms="4.0297165513038635e-01" purity="4.9902090430259705e-01" nType="0">
10063 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.0285474061965942e-01" cType="1" res="-8.1024235114455223e-03" rms="3.9954599738121033e-01" purity="4.4722738862037659e-01" nType="0">
10064 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.5127726672217250e-04" rms="3.9689064025878906e-01" purity="4.4740992784500122e-01" nType="-99"/>
10065 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9796606153249741e-02" rms="4.3055698275566101e-01" purity="4.4453680515289307e-01" nType="-99"/>
10066 </Node>
10067 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="6.5577030181884766e-01" cType="1" res="2.3587552830576897e-02" rms="4.1285786032676697e-01" purity="6.6540098190307617e-01" nType="0">
10068 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2626020014286041e-02" rms="4.1315332055091858e-01" purity="6.2001466751098633e-01" nType="-99"/>
10069 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0556725319474936e-03" rms="4.0965262055397034e-01" purity="6.8455320596694946e-01" nType="-99"/>
10070 </Node>
10071 </Node>
10072 </BinaryTree>
10073 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="874">
10074 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="3.3887519966810942e-03" rms="4.0786394476890564e-01" purity="5.0428205728530884e-01" nType="0">
10075 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.4451342225074768e-01" cType="1" res="-6.5945144742727280e-03" rms="4.0157142281532288e-01" purity="4.9015325307846069e-01" nType="0">
10076 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3267891481518745e-02" rms="3.7108990550041199e-01" purity="2.7209421992301941e-01" nType="-99"/>
10077 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3772951206192374e-03" rms="4.1032725572586060e-01" purity="5.6094849109649658e-01" nType="-99"/>
10078 </Node>
10079 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1894797906279564e-02" cType="1" res="2.8034141287207603e-02" rms="4.2198744416236877e-01" purity="5.3916144371032715e-01" nType="0">
10080 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5734560787677765e-02" rms="4.2011263966560364e-01" purity="5.3719276189804077e-01" nType="-99"/>
10081 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2261532507836819e-03" rms="4.2117798328399658e-01" purity="5.4222899675369263e-01" nType="-99"/>
10082 </Node>
10083 </Node>
10084 </BinaryTree>
10085 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="875">
10086 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.8074477910995483e-01" cType="1" res="8.5967071354389191e-03" rms="4.1659438610076904e-01" purity="4.9807798862457275e-01" nType="0">
10087 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="3.4527727961540222e-01" cType="1" res="1.8279571086168289e-02" rms="4.1016206145286560e-01" purity="4.2773386836051941e-01" nType="0">
10088 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4272892149165273e-03" rms="4.0245825052261353e-01" purity="3.2996809482574463e-01" nType="-99"/>
10089 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1131541579961777e-02" rms="4.2449307441711426e-01" purity="7.0313858985900879e-01" nType="-99"/>
10090 </Node>
10091 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="6.3753962516784668e-01" cType="1" res="-1.0057086125016212e-02" rms="4.2809718847274780e-01" purity="6.3359415531158447e-01" nType="0">
10092 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0371163487434387e-02" rms="4.3121933937072754e-01" purity="5.7012695074081421e-01" nType="-99"/>
10093 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.1935360059142113e-03" rms="4.2365908622741699e-01" purity="6.9071322679519653e-01" nType="-99"/>
10094 </Node>
10095 </Node>
10096 </BinaryTree>
10097 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="876">
10098 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4231101572513580e-01" cType="1" res="3.0086380429565907e-03" rms="4.1357442736625671e-01" purity="4.9704959988594055e-01" nType="0">
10099 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="8.3858899772167206e-02" cType="1" res="3.0297210440039635e-02" rms="3.8732203841209412e-01" purity="2.7875933051109314e-01" nType="0">
10100 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9869871214032173e-02" rms="2.1925620734691620e-01" purity="5.7501684874296188e-02" nType="-99"/>
10101 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4659116044640541e-02" rms="4.1217949986457825e-01" purity="3.2576540112495422e-01" nType="-99"/>
10102 </Node>
10103 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+00" cType="1" res="-1.1784467846155167e-02" rms="4.2640259861946106e-01" purity="6.1538451910018921e-01" nType="0">
10104 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8260687589645386e-02" rms="4.2103612422943115e-01" purity="5.8109962940216064e-01" nType="-99"/>
10105 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1537797078490257e-03" rms="4.2626923322677612e-01" purity="6.1701619625091553e-01" nType="-99"/>
10106 </Node>
10107 </Node>
10108 </BinaryTree>
10109 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="877">
10110 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.4283332042396069e-02" cType="1" res="2.1709151042159647e-04" rms="4.0619781613349915e-01" purity="5.0072687864303589e-01" nType="0">
10111 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="8.5358095169067383e-01" cType="1" res="-1.1740650050342083e-02" rms="4.0043061971664429e-01" purity="4.4792494177818298e-01" nType="0">
10112 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9981628283858299e-03" rms="3.9848634600639343e-01" purity="4.4095039367675781e-01" nType="-99"/>
10113 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0003121346235275e-02" rms="4.1855451464653015e-01" purity="5.3233563899993896e-01" nType="-99"/>
10114 </Node>
10115 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.5614476203918457e-01" cType="1" res="1.7503734678030014e-02" rms="4.1378286480903625e-01" purity="5.7705968618392944e-01" nType="0">
10116 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2522866949439049e-02" rms="3.6397424340248108e-01" purity="2.0915341377258301e-01" nType="-99"/>
10117 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6274454370141029e-03" rms="4.2523628473281860e-01" purity="6.7940115928649902e-01" nType="-99"/>
10118 </Node>
10119 </Node>
10120 </BinaryTree>
10121 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="878">
10122 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="-1.4791144058108330e-02" rms="4.0539956092834473e-01" purity="4.7545230388641357e-01" nType="0">
10123 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.0571428298950195e+01" cType="1" res="-5.7846009731292725e-03" rms="4.0663772821426392e-01" purity="4.8049163818359375e-01" nType="0">
10124 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.6318958736956120e-03" rms="3.9947026968002319e-01" purity="4.7477850317955017e-01" nType="-99"/>
10125 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0558515787124634e-02" rms="4.5047348737716675e-01" purity="5.2004730701446533e-01" nType="-99"/>
10126 </Node>
10127 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.2142856597900391e+01" cType="1" res="-4.6207673847675323e-02" rms="3.9946421980857849e-01" purity="4.5787423849105835e-01" nType="0">
10128 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.8477648571133614e-03" rms="4.0503743290901184e-01" purity="4.8209455609321594e-01" nType="-99"/>
10129 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5633858293294907e-02" rms="3.4586092829704285e-01" purity="2.8125011920928955e-01" nType="-99"/>
10130 </Node>
10131 </Node>
10132 </BinaryTree>
10133 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="879">
10134 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.8333333969116211e+01" cType="1" res="-5.1589654758572578e-03" rms="4.0729197859764099e-01" purity="4.9805527925491333e-01" nType="0">
10135 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.4849240779876709e+00" cType="1" res="-1.2982591986656189e-02" rms="4.0923869609832764e-01" purity="4.8336836695671082e-01" nType="0">
10136 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4217844475060701e-03" rms="4.0831029415130615e-01" purity="4.7403904795646667e-01" nType="-99"/>
10137 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8203437104821205e-02" rms="4.1736277937889099e-01" purity="6.4537519216537476e-01" nType="-99"/>
10138 </Node>
10139 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.7684379816055298e-01" cType="1" res="3.2964199781417847e-02" rms="3.9546108245849609e-01" purity="5.6962203979492188e-01" nType="0">
10140 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2035827860236168e-03" rms="4.0523722767829895e-01" purity="4.2415273189544678e-01" nType="-99"/>
10141 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1148744970560074e-02" rms="3.7843567132949829e-01" purity="7.7465766668319702e-01" nType="-99"/>
10142 </Node>
10143 </Node>
10144 </BinaryTree>
10145 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="880">
10146 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.3437717556953430e-01" cType="1" res="7.3460540734231472e-03" rms="4.0241885185241699e-01" purity="5.1108759641647339e-01" nType="0">
10147 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.8088966161012650e-02" cType="1" res="-2.0321117714047432e-02" rms="3.7199723720550537e-01" purity="2.8780895471572876e-01" nType="0">
10148 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1035297997295856e-02" rms="3.5005432367324829e-01" purity="2.5816461443901062e-01" nType="-99"/>
10149 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7130101099610329e-02" rms="4.8164352774620056e-01" purity="4.7738316655158997e-01" nType="-99"/>
10150 </Node>
10151 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="1.5111329965293407e-02" rms="4.1021704673767090e-01" purity="5.7375466823577881e-01" nType="0">
10152 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1266282312572002e-03" rms="4.0988105535507202e-01" purity="5.7156985998153687e-01" nType="-99"/>
10153 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7297416925430298e-02" rms="4.1146770119667053e-01" purity="6.0214090347290039e-01" nType="-99"/>
10154 </Node>
10155 </Node>
10156 </BinaryTree>
10157 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="881">
10158 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="6.9094444625079632e-03" rms="4.0865468978881836e-01" purity="5.0343137979507446e-01" nType="0">
10159 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.3333333969116211e+01" cType="1" res="1.7731732223182917e-03" rms="4.0937170386314392e-01" purity="4.9768802523612976e-01" nType="0">
10160 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4872817555442452e-03" rms="4.0420144796371460e-01" purity="4.8514688014984131e-01" nType="-99"/>
10161 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.8420611098408699e-03" rms="4.2783629894256592e-01" purity="5.4650658369064331e-01" nType="-99"/>
10162 </Node>
10163 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1874432675540447e-02" cType="1" res="6.1013031750917435e-02" rms="3.9700785279273987e-01" purity="5.6393015384674072e-01" nType="0">
10164 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.1557378396391869e-04" rms="3.8344296813011169e-01" purity="4.7577357292175293e-01" nType="-99"/>
10165 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3050257712602615e-02" rms="4.0162336826324463e-01" purity="6.4625507593154907e-01" nType="-99"/>
10166 </Node>
10167 </Node>
10168 </BinaryTree>
10169 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="882">
10170 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="6.3748955726623535e-03" rms="4.0735360980033875e-01" purity="5.0361162424087524e-01" nType="0">
10171 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.1900651268661022e-02" cType="1" res="-2.4958621710538864e-02" rms="3.5790568590164185e-01" purity="3.7559163570404053e-01" nType="0">
10172 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5672622025012970e-02" rms="3.2499808073043823e-01" purity="2.8221857547760010e-01" nType="-99"/>
10173 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.7295773662626743e-03" rms="3.8575521111488342e-01" purity="4.8289918899536133e-01" nType="-99"/>
10174 </Node>
10175 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6637779772281647e-02" cType="1" res="1.3147124089300632e-02" rms="4.1696223616600037e-01" purity="5.3128105401992798e-01" nType="0">
10176 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.2943428531289101e-03" rms="4.1312959790229797e-01" purity="5.1216697692871094e-01" nType="-99"/>
10177 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0133139807730913e-03" rms="4.2332074046134949e-01" purity="5.6876784563064575e-01" nType="-99"/>
10178 </Node>
10179 </Node>
10180 </BinaryTree>
10181 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="883">
10182 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.6571428298950195e+01" cType="1" res="3.9768801070749760e-03" rms="4.0767699480056763e-01" purity="4.9788659811019897e-01" nType="0">
10183 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.6185469701886177e-02" cType="1" res="9.9136754870414734e-03" rms="4.0809470415115356e-01" purity="4.9908152222633362e-01" nType="0">
10184 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4400598593056202e-04" rms="4.0064689517021179e-01" purity="4.6469575166702271e-01" nType="-99"/>
10185 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1228591203689575e-02" rms="4.2859724164009094e-01" purity="6.0475212335586548e-01" nType="-99"/>
10186 </Node>
10187 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.6164449751377106e-02" cType="1" res="-2.1216018125414848e-02" rms="4.0493249893188477e-01" purity="4.9281603097915649e-01" nType="0">
10188 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9587602000683546e-03" rms="3.9570361375808716e-01" purity="4.8427858948707581e-01" nType="-99"/>
10189 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9022587686777115e-02" rms="4.3125376105308533e-01" purity="5.2186912298202515e-01" nType="-99"/>
10190 </Node>
10191 </Node>
10192 </BinaryTree>
10193 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="884">
10194 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.7998379468917847e-01" cType="1" res="8.3057694137096405e-03" rms="4.0208885073661804e-01" purity="5.1264083385467529e-01" nType="0">
10195 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4906262159347534e-01" cType="1" res="-5.7323272339999676e-03" rms="3.9231768250465393e-01" purity="4.2391544580459595e-01" nType="0">
10196 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5774073116481304e-03" rms="3.9259961247444153e-01" purity="3.4558618068695068e-01" nType="-99"/>
10197 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3007997535169125e-02" rms="3.8725247979164124e-01" purity="7.2476243972778320e-01" nType="-99"/>
10198 </Node>
10199 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="6.4226120710372925e-01" cType="1" res="3.7105049937963486e-02" rms="4.1995972394943237e-01" purity="6.9466161727905273e-01" nType="0">
10200 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2355440296232700e-02" rms="4.3921300768852234e-01" purity="6.4275836944580078e-01" nType="-99"/>
10201 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7218830762431026e-03" rms="3.7363857030868530e-01" purity="8.0530065298080444e-01" nType="-99"/>
10202 </Node>
10203 </Node>
10204 </BinaryTree>
10205 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="885">
10206 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="5.5868912022560835e-04" rms="4.0076985955238342e-01" purity="5.0695502758026123e-01" nType="0">
10207 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="7.6190476417541504e+00" cType="1" res="-3.0311255250126123e-03" rms="4.0119618177413940e-01" purity="5.0297409296035767e-01" nType="0">
10208 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.0213937908411026e-03" rms="3.7111771106719971e-01" purity="4.3370589613914490e-01" nType="-99"/>
10209 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3744013160467148e-03" rms="4.0664359927177429e-01" purity="5.1662790775299072e-01" nType="-99"/>
10210 </Node>
10211 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8944608047604561e-02" rms="3.8638633489608765e-01" purity="5.8225750923156738e-01" nType="-99"/>
10212 </Node>
10213 </BinaryTree>
10214 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="886">
10215 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.6663860529661179e-02" cType="1" res="-1.0541421361267567e-03" rms="4.0574276447296143e-01" purity="4.9400746822357178e-01" nType="0">
10216 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.3782001733779907e+00" cType="1" res="1.2978860177099705e-02" rms="4.0272697806358337e-01" purity="4.7774565219879150e-01" nType="0">
10217 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1192289423197508e-03" rms="4.0221354365348816e-01" purity="4.6457368135452271e-01" nType="-99"/>
10218 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8370028361678123e-02" rms="3.9852777123451233e-01" purity="6.9623380899429321e-01" nType="-99"/>
10219 </Node>
10220 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.0470726788043976e-02" cType="1" res="-2.9182821512222290e-02" rms="4.1027852892875671e-01" purity="5.2660357952117920e-01" nType="0">
10221 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2525213882327080e-02" rms="4.0809807181358337e-01" purity="5.1038360595703125e-01" nType="-99"/>
10222 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.9080553688108921e-03" rms="4.1307088732719421e-01" purity="5.7158339023590088e-01" nType="-99"/>
10223 </Node>
10224 </Node>
10225 </BinaryTree>
10226 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="887">
10227 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.7155472040176392e+00" cType="1" res="-7.8195286914706230e-03" rms="3.9663875102996826e-01" purity="5.0005108118057251e-01" nType="0">
10228 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.7619392871856689e-01" cType="1" res="-1.2214437127113342e-02" rms="3.9698144793510437e-01" purity="4.8340606689453125e-01" nType="0">
10229 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.3034376837313175e-03" rms="4.0070620179176331e-01" purity="3.6170637607574463e-01" nType="-99"/>
10230 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4361327998340130e-03" rms="3.8931336998939514e-01" purity="6.9460904598236084e-01" nType="-99"/>
10231 </Node>
10232 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1353488788008690e-02" rms="3.8194084167480469e-01" purity="7.9868918657302856e-01" nType="-99"/>
10233 </Node>
10234 </BinaryTree>
10235 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="888">
10236 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.5714160650968552e-02" cType="1" res="1.4889664016664028e-03" rms="4.0973913669586182e-01" purity="4.9691596627235413e-01" nType="0">
10237 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="8.0000000000000000e+00" cType="1" res="7.1201017126441002e-03" rms="4.0800249576568604e-01" purity="4.9412107467651367e-01" nType="0">
10238 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0263848118484020e-02" rms="3.6735057830810547e-01" purity="3.3536416292190552e-01" nType="-99"/>
10239 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7148294504731894e-03" rms="4.1371577978134155e-01" purity="5.1911169290542603e-01" nType="-99"/>
10240 </Node>
10241 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.5245222747325897e-02" cType="1" res="-4.0272735059261322e-02" rms="4.2004629969596863e-01" purity="5.1764374971389771e-01" nType="0">
10242 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8808515742421150e-02" rms="4.1142159700393677e-01" purity="4.7756969928741455e-01" nType="-99"/>
10243 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4828319437801838e-03" rms="4.2929342389106750e-01" purity="5.8371055126190186e-01" nType="-99"/>
10244 </Node>
10245 </Node>
10246 </BinaryTree>
10247 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="889">
10248 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="7.9824250936508179e-01" cType="1" res="5.5105341598391533e-03" rms="4.0907785296440125e-01" purity="4.9969229102134705e-01" nType="0">
10249 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="1.3884381391108036e-02" rms="4.0923285484313965e-01" purity="4.5474916696548462e-01" nType="0">
10250 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.6827872283756733e-03" rms="4.0984913706779480e-01" purity="4.5905673503875732e-01" nType="-99"/>
10251 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7583299428224564e-02" rms="3.8418546319007874e-01" purity="3.3814197778701782e-01" nType="-99"/>
10252 </Node>
10253 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.4666666030883789e+01" cType="1" res="-2.9376134276390076e-02" rms="4.0657970309257507e-01" purity="6.8693178892135620e-01" nType="0">
10254 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0178403034806252e-03" rms="4.0360721945762634e-01" purity="6.9644111394882202e-01" nType="-99"/>
10255 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3983074352145195e-02" rms="4.1343525052070618e-01" purity="6.5337967872619629e-01" nType="-99"/>
10256 </Node>
10257 </Node>
10258 </BinaryTree>
10259 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="890">
10260 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.0952416360378265e-02" cType="1" res="4.0184715762734413e-03" rms="4.0457507967948914e-01" purity="5.0530433654785156e-01" nType="0">
10261 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3581542074680328e-02" cType="1" res="-1.8629882251843810e-03" rms="4.0015968680381775e-01" purity="4.8195663094520569e-01" nType="0">
10262 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6645898409187794e-04" rms="3.9702311158180237e-01" purity="4.8473960161209106e-01" nType="-99"/>
10263 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5491478145122528e-02" rms="4.3039038777351379e-01" purity="4.5041829347610474e-01" nType="-99"/>
10264 </Node>
10265 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.8796436786651611e-01" cType="1" res="2.8373140841722488e-02" rms="4.2149519920349121e-01" purity="6.0198545455932617e-01" nType="0">
10266 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5267771668732166e-02" rms="4.2869299650192261e-01" purity="5.6358283758163452e-01" nType="-99"/>
10267 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1285726688802242e-03" rms="4.1005480289459229e-01" purity="6.4647233486175537e-01" nType="-99"/>
10268 </Node>
10269 </Node>
10270 </BinaryTree>
10271 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="891">
10272 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.1945512294769287e+00" cType="1" res="1.2849045451730490e-03" rms="4.0632915496826172e-01" purity="5.0238525867462158e-01" nType="0">
10273 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="7.9096513986587524e-01" cType="1" res="6.3150306232273579e-03" rms="4.0757399797439575e-01" purity="4.8447555303573608e-01" nType="0">
10274 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5479124421253800e-04" rms="4.0788283944129944e-01" purity="4.6578547358512878e-01" nType="-99"/>
10275 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9751425832509995e-02" rms="3.9701068401336670e-01" purity="7.6728510856628418e-01" nType="-99"/>
10276 </Node>
10277 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="7.4771618843078613e-01" cType="1" res="-3.4598704427480698e-02" rms="3.9548391103744507e-01" purity="6.3014853000640869e-01" nType="0">
10278 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1347133442759514e-02" rms="3.8979899883270264e-01" purity="5.3070473670959473e-01" nType="-99"/>
10279 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.4830838926136494e-03" rms="3.9654120802879333e-01" purity="7.5999063253402710e-01" nType="-99"/>
10280 </Node>
10281 </Node>
10282 </BinaryTree>
10283 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="892">
10284 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="-4.4288667850196362e-03" rms="4.0575492382049561e-01" purity="4.9633517861366272e-01" nType="0">
10285 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.4289017766714096e-02" cType="1" res="-1.0426071472465992e-02" rms="4.0531250834465027e-01" purity="4.9087238311767578e-01" nType="0">
10286 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.8739601410925388e-03" rms="3.9699697494506836e-01" purity="4.3473276495933533e-01" nType="-99"/>
10287 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3689197842031717e-03" rms="4.1656982898712158e-01" purity="5.7381391525268555e-01" nType="-99"/>
10288 </Node>
10289 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="7.1600503288209438e-03" cType="1" res="6.3394762575626373e-02" rms="4.0458402037620544e-01" purity="5.5811440944671631e-01" nType="0">
10290 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.3265423737466335e-03" rms="4.0325558185577393e-01" purity="4.8879435658454895e-01" nType="-99"/>
10291 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6914019137620926e-02" rms="4.0190857648849487e-01" purity="6.0961973667144775e-01" nType="-99"/>
10292 </Node>
10293 </Node>
10294 </BinaryTree>
10295 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="893">
10296 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4143452942371368e-01" cType="1" res="7.4733020737767220e-03" rms="4.1019269824028015e-01" purity="5.0032365322113037e-01" nType="0">
10297 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.3474331498146057e-02" cType="1" res="-1.6490761190652847e-02" rms="3.6367607116699219e-01" purity="2.2002103924751282e-01" nType="0">
10298 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2957500293850899e-02" rms="3.6725428700447083e-01" purity="2.3268498480319977e-01" nType="-99"/>
10299 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9343145191669464e-02" rms="3.5416954755783081e-01" purity="2.0831191539764404e-01" nType="-99"/>
10300 </Node>
10301 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3804756999015808e-01" cType="1" res="1.9517716020345688e-02" rms="4.3118086457252502e-01" purity="6.4120459556579590e-01" nType="0">
10302 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5713166445493698e-02" rms="4.5617458224296570e-01" purity="5.1062345504760742e-01" nType="-99"/>
10303 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5235502505674958e-03" rms="4.2235133051872253e-01" purity="6.8071383237838745e-01" nType="-99"/>
10304 </Node>
10305 </Node>
10306 </BinaryTree>
10307 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="894">
10308 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6050864458084106e-01" cType="1" res="4.7846306115388870e-03" rms="4.0912136435508728e-01" purity="5.0078821182250977e-01" nType="0">
10309 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.7579603269696236e-03" cType="1" res="-4.2121130973100662e-03" rms="4.0395602583885193e-01" purity="4.6654540300369263e-01" nType="0">
10310 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.5690468549728394e-03" rms="4.0010136365890503e-01" purity="4.3061923980712891e-01" nType="-99"/>
10311 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6784918736666441e-03" rms="4.0544191002845764e-01" purity="4.8649710416793823e-01" nType="-99"/>
10312 </Node>
10313 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.3513345420360565e-01" cType="1" res="3.9626467972993851e-02" rms="4.2675229907035828e-01" purity="6.3340097665786743e-01" nType="0">
10314 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7408781945705414e-02" rms="4.4920018315315247e-01" purity="4.5128858089447021e-01" nType="-99"/>
10315 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6391740217804909e-03" rms="4.2033168673515320e-01" purity="6.5891653299331665e-01" nType="-99"/>
10316 </Node>
10317 </Node>
10318 </BinaryTree>
10319 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="895">
10320 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="-1.5286973211914301e-04" rms="4.0928187966346741e-01" purity="4.9439319968223572e-01" nType="0">
10321 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.2609831392765045e-01" cType="1" res="1.4681358821690083e-02" rms="3.9984208345413208e-01" purity="4.9885332584381104e-01" nType="0">
10322 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3583024051040411e-03" rms="3.6483350396156311e-01" purity="2.4646815657615662e-01" nType="-99"/>
10323 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.9004281908273697e-03" rms="4.2362403869628906e-01" purity="6.9112259149551392e-01" nType="-99"/>
10324 </Node>
10325 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.0155574679374695e-01" cType="1" res="-1.7830114811658859e-02" rms="4.1956970095634460e-01" purity="4.8907828330993652e-01" nType="0">
10326 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2411867976188660e-03" rms="4.1959887742996216e-01" purity="4.3223318457603455e-01" nType="-99"/>
10327 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2436733581125736e-02" rms="4.1828814148902893e-01" purity="6.4892864227294922e-01" nType="-99"/>
10328 </Node>
10329 </Node>
10330 </BinaryTree>
10331 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="896">
10332 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="-8.3813648670911789e-03" rms="4.0930041670799255e-01" purity="4.8133131861686707e-01" nType="0">
10333 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.5993719100952148e-01" cType="1" res="-2.3865848779678345e-02" rms="3.9361727237701416e-01" purity="4.3532299995422363e-01" nType="0">
10334 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0139573365449905e-02" rms="3.8900086283683777e-01" purity="3.7579259276390076e-01" nType="-99"/>
10335 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.9938432164490223e-03" rms="4.1292190551757812e-01" purity="7.2077250480651855e-01" nType="-99"/>
10336 </Node>
10337 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.7637280225753784e-01" cType="1" res="1.8749559530988336e-03" rms="4.1905066370964050e-01" purity="5.1180541515350342e-01" nType="0">
10338 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5717929713428020e-03" rms="4.2005124688148499e-01" purity="4.3945345282554626e-01" nType="-99"/>
10339 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.6874328292906284e-03" rms="4.1630625724792480e-01" purity="6.4843767881393433e-01" nType="-99"/>
10340 </Node>
10341 </Node>
10342 </BinaryTree>
10343 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="897">
10344 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="3.2385967206209898e-03" rms="4.0181630849838257e-01" purity="5.0243169069290161e-01" nType="0">
10345 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2545718252658844e-01" cType="1" res="3.3153202384710312e-02" rms="3.7262523174285889e-01" purity="4.4616806507110596e-01" nType="0">
10346 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1744672451168299e-03" rms="3.2034456729888916e-01" purity="2.8153425455093384e-01" nType="-99"/>
10347 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1259011700749397e-02" rms="4.2057064175605774e-01" purity="6.3852041959762573e-01" nType="-99"/>
10348 </Node>
10349 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5731425285339355e-01" cType="1" res="-4.3934267014265060e-03" rms="4.0857973694801331e-01" purity="5.1678603887557983e-01" nType="0">
10350 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0797177460044622e-03" rms="4.0690013766288757e-01" purity="4.8103463649749756e-01" nType="-99"/>
10351 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.6648956164717674e-03" rms="4.1515964269638062e-01" purity="6.8916016817092896e-01" nType="-99"/>
10352 </Node>
10353 </Node>
10354 </BinaryTree>
10355 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="898">
10356 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="3.0343171954154968e-01" cType="1" res="1.9656321965157986e-03" rms="4.0494942665100098e-01" purity="5.0457942485809326e-01" nType="0">
10357 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4532292783260345e-01" cType="1" res="2.2538375109434128e-02" rms="4.0500226616859436e-01" purity="3.9592102169990540e-01" nType="0">
10358 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.0644669681787491e-03" rms="3.0371591448783875e-01" purity="1.2709489464759827e-01" nType="-99"/>
10359 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0034759528934956e-02" rms="4.5227605104446411e-01" purity="5.5143851041793823e-01" nType="-99"/>
10360 </Node>
10361 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.1428382024168968e-02" cType="1" res="-1.0696469806134701e-02" rms="4.0439692139625549e-01" purity="5.7145643234252930e-01" nType="0">
10362 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.3368184491991997e-03" rms="4.0817740559577942e-01" purity="5.3016078472137451e-01" nType="-99"/>
10363 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8545504212379456e-03" rms="3.9496830105781555e-01" purity="6.6123688220977783e-01" nType="-99"/>
10364 </Node>
10365 </Node>
10366 </BinaryTree>
10367 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="899">
10368 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.1000000000000000e+01" cType="1" res="-2.2396156564354897e-03" rms="4.0357968211174011e-01" purity="4.9585965275764465e-01" nType="0">
10369 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.8571428298950195e+01" cType="1" res="3.5692525561898947e-03" rms="4.0612685680389404e-01" purity="5.0125706195831299e-01" nType="0">
10370 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6020903605967760e-03" rms="3.9907738566398621e-01" purity="4.7557464241981506e-01" nType="-99"/>
10371 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.9775117337703705e-03" rms="4.1956803202629089e-01" purity="5.5607914924621582e-01" nType="-99"/>
10372 </Node>
10373 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.4896644353866577e-01" cType="1" res="-4.4617779552936554e-02" rms="3.8182196021080017e-01" purity="4.5648342370986938e-01" nType="0">
10374 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8081094846129417e-02" rms="3.5980963706970215e-01" purity="2.5754424929618835e-01" nType="-99"/>
10375 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2152746785432100e-03" rms="3.9546161890029907e-01" purity="6.4529132843017578e-01" nType="-99"/>
10376 </Node>
10377 </Node>
10378 </BinaryTree>
10379 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="900">
10380 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="2.2479670587927103e-03" rms="4.0282651782035828e-01" purity="5.0042688846588135e-01" nType="0">
10381 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.8088623434305191e-02" cType="1" res="1.5857500955462456e-02" rms="3.9862635731697083e-01" purity="5.1458466053009033e-01" nType="0">
10382 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.1095251906663179e-03" rms="3.9513328671455383e-01" purity="4.9896058440208435e-01" nType="-99"/>
10383 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4507653191685677e-02" rms="4.2142862081527710e-01" purity="6.3030546903610229e-01" nType="-99"/>
10384 </Node>
10385 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.6333333969116211e+01" cType="1" res="-3.8855876773595810e-02" rms="4.1253730654716492e-01" purity="4.5766711235046387e-01" nType="0">
10386 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0767422392964363e-02" rms="4.5261573791503906e-01" purity="3.9662015438079834e-01" nType="-99"/>
10387 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.4712823368608952e-03" rms="3.9449024200439453e-01" purity="4.8169943690299988e-01" nType="-99"/>
10388 </Node>
10389 </Node>
10390 </BinaryTree>
10391 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="901">
10392 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.3327564597129822e-02" cType="1" res="6.6605685278773308e-03" rms="4.0829390287399292e-01" purity="5.0242781639099121e-01" nType="0">
10393 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.4888627529144287e-01" cType="1" res="1.6034288331866264e-02" rms="4.0782657265663147e-01" purity="4.9424386024475098e-01" nType="0">
10394 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.3452312499284744e-03" rms="4.0281698107719421e-01" purity="4.7569319605827332e-01" nType="-99"/>
10395 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.0346093960106373e-03" rms="4.2742496728897095e-01" purity="5.7751393318176270e-01" nType="-99"/>
10396 </Node>
10397 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.8082596659660339e-01" cType="1" res="-4.6836867928504944e-02" rms="4.0683814883232117e-01" purity="5.4913473129272461e-01" nType="0">
10398 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0259039252996445e-02" rms="4.1489759087562561e-01" purity="3.7641561031341553e-01" nType="-99"/>
10399 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8377675442025065e-03" rms="3.9232039451599121e-01" purity="6.7959588766098022e-01" nType="-99"/>
10400 </Node>
10401 </Node>
10402 </BinaryTree>
10403 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="902">
10404 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.4888627529144287e-01" cType="1" res="5.2177933976054192e-03" rms="4.0723556280136108e-01" purity="5.0821018218994141e-01" nType="0">
10405 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.0625613480806351e-01" cType="1" res="1.3734495267271996e-02" rms="4.0463575720787048e-01" purity="4.8393920063972473e-01" nType="0">
10406 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5252257473766804e-03" rms="3.8912481069564819e-01" purity="3.7545385956764221e-01" nType="-99"/>
10407 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1912371031939983e-02" rms="4.2367264628410339e-01" purity="6.3709378242492676e-01" nType="-99"/>
10408 </Node>
10409 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.5661716014146805e-02" cType="1" res="-2.8921963647007942e-02" rms="4.1574674844741821e-01" purity="6.0550200939178467e-01" nType="0">
10410 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9196144789457321e-03" rms="4.1285005211830139e-01" purity="6.1890202760696411e-01" nType="-99"/>
10411 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2830074429512024e-02" rms="4.2170235514640808e-01" purity="5.2149629592895508e-01" nType="-99"/>
10412 </Node>
10413 </Node>
10414 </BinaryTree>
10415 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="903">
10416 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.6180878281593323e-02" cType="1" res="3.4728858154267073e-03" rms="4.1107070446014404e-01" purity="5.0044000148773193e-01" nType="0">
10417 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="1.0579638183116913e-02" rms="4.0420278906822205e-01" purity="4.8636573553085327e-01" nType="0">
10418 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4154985323548317e-02" rms="2.8674170374870300e-01" purity="2.2712373733520508e-01" nType="-99"/>
10419 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.9515043608844280e-03" rms="4.0812036395072937e-01" purity="4.9726325273513794e-01" nType="-99"/>
10420 </Node>
10421 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.1530669927597046e-01" cType="1" res="-2.0970011129975319e-02" rms="4.3297338485717773e-01" purity="5.4884696006774902e-01" nType="0">
10422 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6847971826791763e-02" rms="4.4531083106994629e-01" purity="4.7192636132240295e-01" nType="-99"/>
10423 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2071850709617138e-02" rms="4.2639976739883423e-01" purity="5.7158339023590088e-01" nType="-99"/>
10424 </Node>
10425 </Node>
10426 </BinaryTree>
10427 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="904">
10428 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="1.4335039071738720e-02" rms="4.1212499141693115e-01" purity="5.0955629348754883e-01" nType="0">
10429 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.5237924903631210e-02" cType="1" res="2.2372156381607056e-02" rms="4.0932428836822510e-01" purity="5.1609367132186890e-01" nType="0">
10430 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3051472641527653e-03" rms="4.0864703059196472e-01" purity="5.0792634487152100e-01" nType="-99"/>
10431 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3681003600358963e-02" rms="4.1482180356979370e-01" purity="6.5778136253356934e-01" nType="-99"/>
10432 </Node>
10433 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="4.2142856597900391e+01" cType="1" res="-1.4715105295181274e-02" rms="4.2081493139266968e-01" purity="4.8592692613601685e-01" nType="0">
10434 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4242799952626228e-03" rms="4.2980214953422546e-01" purity="5.0079083442687988e-01" nType="-99"/>
10435 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2595636546611786e-02" rms="3.4968468546867371e-01" purity="3.8827365636825562e-01" nType="-99"/>
10436 </Node>
10437 </Node>
10438 </BinaryTree>
10439 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="905">
10440 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.0952377319335938e+00" cType="1" res="-3.5602354910224676e-03" rms="4.0847346186637878e-01" purity="4.9517923593521118e-01" nType="0">
10441 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.3992637395858765e-01" cType="1" res="3.6923132836818695e-02" rms="3.9830943942070007e-01" purity="4.3956959247589111e-01" nType="0">
10442 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6795953512191772e-02" rms="3.8513860106468201e-01" purity="3.3928236365318298e-01" nType="-99"/>
10443 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5645368043333292e-03" rms="4.1244399547576904e-01" purity="5.9177255630493164e-01" nType="-99"/>
10444 </Node>
10445 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.4532292783260345e-01" cType="1" res="-1.3513672165572643e-02" rms="4.1032266616821289e-01" purity="5.0885170698165894e-01" nType="0">
10446 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7904403395950794e-03" rms="3.9085841178894043e-01" purity="2.7098062634468079e-01" nType="-99"/>
10447 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.7625413648784161e-03" rms="4.1956257820129395e-01" purity="6.3175535202026367e-01" nType="-99"/>
10448 </Node>
10449 </Node>
10450 </BinaryTree>
10451 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="906">
10452 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.9857143402099609e+01" cType="1" res="2.2796182893216610e-03" rms="4.0364003181457520e-01" purity="5.0778627395629883e-01" nType="0">
10453 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.1716603636741638e-01" cType="1" res="-1.3110757572576404e-03" rms="4.0349709987640381e-01" purity="5.0598919391632080e-01" nType="0">
10454 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.3978627547621727e-03" rms="3.8337868452072144e-01" purity="2.6543006300926208e-01" nType="-99"/>
10455 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9142515268176794e-03" rms="4.1757795214653015e-01" purity="6.8679320812225342e-01" nType="-99"/>
10456 </Node>
10457 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8757348880171776e-02" rms="4.0087705850601196e-01" purity="5.3958356380462646e-01" nType="-99"/>
10458 </Node>
10459 </BinaryTree>
10460 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="907">
10461 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4523811340332031e+01" cType="1" res="8.8310538558289409e-04" rms="4.0872853994369507e-01" purity="4.9434173107147217e-01" nType="0">
10462 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.6761905670166016e+01" cType="1" res="-8.0981734208762646e-04" rms="4.0792882442474365e-01" purity="4.9448567628860474e-01" nType="0">
10463 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6131938211619854e-03" rms="4.0450781583786011e-01" purity="4.8156711459159851e-01" nType="-99"/>
10464 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3473290968686342e-03" rms="4.1166669130325317e-01" purity="5.0983583927154541e-01" nType="-99"/>
10465 </Node>
10466 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7020832747220993e-02" rms="4.3128588795661926e-01" purity="4.8939868807792664e-01" nType="-99"/>
10467 </Node>
10468 </BinaryTree>
10469 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="908">
10470 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3821629583835602e-03" cType="1" res="4.9771685153245926e-03" rms="4.0773454308509827e-01" purity="5.0346201658248901e-01" nType="0">
10471 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.0406804978847504e-03" cType="1" res="2.9149742797017097e-02" rms="4.2373946309089661e-01" purity="5.4055202007293701e-01" nType="0">
10472 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9946281835436821e-03" rms="4.2046734690666199e-01" purity="5.3975993394851685e-01" nType="-99"/>
10473 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1375978365540504e-02" rms="4.4097971916198730e-01" purity="5.4578882455825806e-01" nType="-99"/>
10474 </Node>
10475 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.2789901122450829e-02" cType="1" res="-1.6144340625032783e-03" rms="4.0300846099853516e-01" purity="4.9334800243377686e-01" nType="0">
10476 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1814176365733147e-03" rms="3.9134186506271362e-01" purity="4.3647441267967224e-01" nType="-99"/>
10477 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3475922904908657e-03" rms="4.2148026823997498e-01" purity="5.9116894006729126e-01" nType="-99"/>
10478 </Node>
10479 </Node>
10480 </BinaryTree>
10481 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="909">
10482 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.4421072006225586e-01" cType="1" res="-2.3963646963238716e-03" rms="4.1382679343223572e-01" purity="4.9444225430488586e-01" nType="0">
10483 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.0476190567016602e+01" cType="1" res="4.0996920317411423e-02" rms="4.1172114014625549e-01" purity="3.7207350134849548e-01" nType="0">
10484 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7425311729311943e-02" rms="4.1945210099220276e-01" purity="3.9610883593559265e-01" nType="-99"/>
10485 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4707836806774139e-02" rms="2.9888737201690674e-01" purity="1.5644705295562744e-01" nType="-99"/>
10486 </Node>
10487 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.9857143402099609e+01" cType="1" res="-1.8473351374268532e-02" rms="4.1344955563545227e-01" purity="5.3977924585342407e-01" nType="0">
10488 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0625944063067436e-03" rms="4.0920040011405945e-01" purity="5.3604036569595337e-01" nType="-99"/>
10489 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7291480451822281e-02" rms="4.6358597278594971e-01" purity="6.0216617584228516e-01" nType="-99"/>
10490 </Node>
10491 </Node>
10492 </BinaryTree>
10493 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="910">
10494 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7772878408432007e-01" cType="1" res="1.8731309100985527e-02" rms="4.0936112403869629e-01" purity="5.1637917757034302e-01" nType="0">
10495 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.0999138355255127e-01" cType="1" res="3.3604521304368973e-02" rms="4.0784701704978943e-01" purity="4.4684919714927673e-01" nType="0">
10496 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.6165599748492241e-03" rms="4.0957766771316528e-01" purity="4.0534451603889465e-01" nType="-99"/>
10497 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4832496419548988e-02" rms="3.8950446248054504e-01" purity="7.5682556629180908e-01" nType="-99"/>
10498 </Node>
10499 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.0859701633453369e+00" cType="1" res="-9.5190284773707390e-03" rms="4.1074138879776001e-01" purity="6.4844506978988647e-01" nType="0">
10500 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.5892537608742714e-03" rms="4.1402816772460938e-01" purity="6.0781335830688477e-01" nType="-99"/>
10501 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1717096902430058e-02" rms="3.9817509055137634e-01" purity="7.4370187520980835e-01" nType="-99"/>
10502 </Node>
10503 </Node>
10504 </BinaryTree>
10505 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="911">
10506 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4155209958553314e-01" cType="1" res="6.9851102307438850e-03" rms="4.0186941623687744e-01" purity="5.1710623502731323e-01" nType="0">
10507 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.4808715879917145e-01" cType="1" res="-1.6389993950724602e-02" rms="3.5681897401809692e-01" purity="2.1873524785041809e-01" nType="0">
10508 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3896076707169414e-03" rms="3.6196702718734741e-01" purity="2.3199312388896942e-01" nType="-99"/>
10509 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9101373404264450e-02" rms="3.0178964138031006e-01" purity="1.4399088919162750e-01" nType="-99"/>
10510 </Node>
10511 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.4857142448425293e+01" cType="1" res="1.7770733684301376e-02" rms="4.2059648036956787e-01" purity="6.5477901697158813e-01" nType="0">
10512 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0945625399472192e-04" rms="4.1409850120544434e-01" purity="6.3659751415252686e-01" nType="-99"/>
10513 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.2912407815456390e-03" rms="4.2518523335456848e-01" purity="6.6923177242279053e-01" nType="-99"/>
10514 </Node>
10515 </Node>
10516 </BinaryTree>
10517 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="912">
10518 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4101780354976654e-01" cType="1" res="-1.1145244352519512e-03" rms="4.1282093524932861e-01" purity="4.9052575230598450e-01" nType="0">
10519 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="9.5138167962431908e-03" cType="1" res="2.0633364096283913e-02" rms="3.7918755412101746e-01" purity="2.5994035601615906e-01" nType="0">
10520 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5342116355895996e-02" rms="3.9928993582725525e-01" purity="3.0117133259773254e-01" nType="-99"/>
10521 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2514414265751839e-02" rms="3.2593894004821777e-01" purity="1.7273774743080139e-01" nType="-99"/>
10522 </Node>
10523 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="3.5714603960514069e-02" cType="1" res="-1.2954307720065117e-02" rms="4.2956423759460449e-01" purity="6.1605888605117798e-01" nType="0">
10524 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2190699344500899e-03" rms="4.2750611901283264e-01" purity="6.2237429618835449e-01" nType="-99"/>
10525 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5653001144528389e-02" rms="4.3812906742095947e-01" purity="5.7972902059555054e-01" nType="-99"/>
10526 </Node>
10527 </Node>
10528 </BinaryTree>
10529 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="913">
10530 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7527188062667847e-01" cType="1" res="-2.1347072906792164e-03" rms="4.0880608558654785e-01" purity="4.9272856116294861e-01" nType="0">
10531 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.3065202832221985e-01" cType="1" res="-1.6008473932743073e-02" rms="4.0533539652824402e-01" purity="3.7435412406921387e-01" nType="0">
10532 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0870288610458374e-03" rms="4.0339773893356323e-01" purity="3.7458705902099609e-01" nType="-99"/>
10533 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3543527126312256e-02" rms="4.2726066708564758e-01" purity="3.6924597620964050e-01" nType="-99"/>
10534 </Node>
10535 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.0120100975036621e-01" cType="1" res="1.9337026402354240e-02" rms="4.1320279240608215e-01" purity="6.7593067884445190e-01" nType="0">
10536 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3966602273285389e-02" rms="4.1636759042739868e-01" purity="6.9991242885589600e-01" nType="-99"/>
10537 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.1303892396390438e-03" rms="4.0626576542854309e-01" purity="6.4844411611557007e-01" nType="-99"/>
10538 </Node>
10539 </Node>
10540 </BinaryTree>
10541 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="914">
10542 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.0952461063861847e-02" cType="1" res="-5.1328702829778194e-03" rms="4.0787318348884583e-01" purity="4.8637059330940247e-01" nType="0">
10543 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.5055380538105965e-02" cType="1" res="-1.1773890815675259e-02" rms="4.0538144111633301e-01" purity="4.5673513412475586e-01" nType="0">
10544 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6297281254082918e-03" rms="4.0493407845497131e-01" purity="4.5983052253723145e-01" nType="-99"/>
10545 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1226655468344688e-02" rms="4.0024966001510620e-01" purity="4.0908655524253845e-01" nType="-99"/>
10546 </Node>
10547 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.3000000000000000e+01" cType="1" res="2.2281689569354057e-02" rms="4.1688370704650879e-01" purity="6.0870736837387085e-01" nType="0">
10548 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.1286096461117268e-03" rms="4.2221626639366150e-01" purity="5.2659559249877930e-01" nType="-99"/>
10549 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2014901265501976e-02" rms="4.1217195987701416e-01" purity="6.5173071622848511e-01" nType="-99"/>
10550 </Node>
10551 </Node>
10552 </BinaryTree>
10553 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="915">
10554 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="7.0018315315246582e-01" cType="1" res="7.3660877533257008e-03" rms="4.0857097506523132e-01" purity="5.0577533245086670e-01" nType="0">
10555 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3800607770681381e-02" cType="1" res="1.3294382020831108e-02" rms="4.0671655535697937e-01" purity="4.7691971063613892e-01" nType="0">
10556 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6135949408635497e-03" rms="4.0011334419250488e-01" purity="4.4306471943855286e-01" nType="-99"/>
10557 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.4418181106448174e-03" rms="4.2324206233024597e-01" purity="5.6800520420074463e-01" nType="-99"/>
10558 </Node>
10559 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="9.0093559026718140e-01" cType="1" res="-2.5748087093234062e-02" rms="4.1723197698593140e-01" purity="6.6695654392242432e-01" nType="0">
10560 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5396324694156647e-02" rms="4.4432446360588074e-01" purity="5.5298870801925659e-01" nType="-99"/>
10561 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4375098980963230e-03" rms="4.0675690770149231e-01" purity="6.9968289136886597e-01" nType="-99"/>
10562 </Node>
10563 </Node>
10564 </BinaryTree>
10565 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="916">
10566 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="-4.5351646840572357e-03" rms="4.0194568037986755e-01" purity="4.9507102370262146e-01" nType="0">
10567 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.8285715103149414e+01" cType="1" res="-1.2287375517189503e-02" rms="4.0123662352561951e-01" purity="4.8425915837287903e-01" nType="0">
10568 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4332649298012257e-03" rms="3.9976340532302856e-01" purity="4.8735979199409485e-01" nType="-99"/>
10569 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1085283942520618e-02" rms="4.0570130944252014e-01" purity="4.7199943661689758e-01" nType="-99"/>
10570 </Node>
10571 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.0714284896850586e+01" cType="1" res="2.0554017275571823e-02" rms="4.0321147441864014e-01" purity="5.3006237745285034e-01" nType="0">
10572 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3991986401379108e-02" rms="4.1287410259246826e-01" purity="5.8109092712402344e-01" nType="-99"/>
10573 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7522703167051077e-03" rms="3.9169836044311523e-01" purity="4.8333138227462769e-01" nType="-99"/>
10574 </Node>
10575 </Node>
10576 </BinaryTree>
10577 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="917">
10578 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.2452294826507568e-01" cType="1" res="1.5790873439982533e-03" rms="4.1164174675941467e-01" purity="4.9780446290969849e-01" nType="0">
10579 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.3772735148668289e-03" cType="1" res="2.3022428154945374e-02" rms="3.9140769839286804e-01" purity="3.2514712214469910e-01" nType="0">
10580 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0712858289480209e-02" rms="3.9425435662269592e-01" purity="3.1969159841537476e-01" nType="-99"/>
10581 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2688382528722286e-02" rms="3.8887891173362732e-01" purity="3.2669270038604736e-01" nType="-99"/>
10582 </Node>
10583 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="6.5203189849853516e-01" cType="1" res="-1.7847914248704910e-02" rms="4.2822423577308655e-01" purity="6.5422660112380981e-01" nType="0">
10584 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.2991776764392853e-03" rms="4.3414166569709778e-01" purity="6.2672549486160278e-01" nType="-99"/>
10585 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4719053655862808e-03" rms="4.1579592227935791e-01" purity="7.0299983024597168e-01" nType="-99"/>
10586 </Node>
10587 </Node>
10588 </BinaryTree>
10589 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="918">
10590 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.5411536097526550e-01" cType="1" res="-8.5227852687239647e-03" rms="4.0183275938034058e-01" purity="4.9063730239868164e-01" nType="0">
10591 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="-2.3087488953024149e-03" rms="3.9741793274879456e-01" purity="4.7085863351821899e-01" nType="0">
10592 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.0230257697403431e-03" rms="3.8077709078788757e-01" purity="4.5283448696136475e-01" nType="-99"/>
10593 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1580977849662304e-03" rms="4.0511175990104675e-01" purity="4.8007732629776001e-01" nType="-99"/>
10594 </Node>
10595 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.8523809432983398e+01" cType="1" res="-3.5955343395471573e-02" rms="4.1967096924781799e-01" purity="5.7795238494873047e-01" nType="0">
10596 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0195538420230150e-03" rms="4.1584748029708862e-01" purity="6.1955767869949341e-01" nType="-99"/>
10597 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4785917252302170e-02" rms="4.2268833518028259e-01" purity="4.7855368256568909e-01" nType="-99"/>
10598 </Node>
10599 </Node>
10600 </BinaryTree>
10601 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="919">
10602 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="1.0084209032356739e-02" rms="4.0886941552162170e-01" purity="5.0731343030929565e-01" nType="0">
10603 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="7.2857141494750977e+00" cType="1" res="2.4150948971509933e-02" rms="4.0470060706138611e-01" purity="5.1652568578720093e-01" nType="0">
10604 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3413678389042616e-03" rms="3.8141265511512756e-01" purity="4.0796756744384766e-01" nType="-99"/>
10605 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.4648143276572227e-03" rms="4.1165575385093689e-01" purity="5.5228233337402344e-01" nType="-99"/>
10606 </Node>
10607 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.6628030538558960e-01" cType="1" res="-1.0022960603237152e-02" rms="4.1392642259597778e-01" purity="4.9414527416229248e-01" nType="0">
10608 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.9952281191945076e-03" rms="4.0958806872367859e-01" purity="3.8445478677749634e-01" nType="-99"/>
10609 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.3917987495660782e-03" rms="4.1953313350677490e-01" purity="6.7036741971969604e-01" nType="-99"/>
10610 </Node>
10611 </Node>
10612 </BinaryTree>
10613 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="920">
10614 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.9047304987907410e-02" cType="1" res="3.7877501454204321e-03" rms="4.0399539470672607e-01" purity="5.0943046808242798e-01" nType="0">
10615 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.1571428298950195e+01" cType="1" res="1.3241630978882313e-02" rms="4.0269550681114197e-01" purity="4.8633992671966553e-01" nType="0">
10616 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.3074050336144865e-04" rms="3.9156350493431091e-01" purity="4.3244847655296326e-01" nType="-99"/>
10617 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7187401689589024e-03" rms="4.0779453516006470e-01" purity="5.1245814561843872e-01" nType="-99"/>
10618 </Node>
10619 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.4285715103149414e+01" cType="1" res="-1.6619097441434860e-02" rms="4.0603750944137573e-01" purity="5.5927288532257080e-01" nType="0">
10620 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.9917192235589027e-03" rms="4.0903890132904053e-01" purity="5.4298603534698486e-01" nType="-99"/>
10621 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.2146413624286652e-03" rms="3.9318993687629700e-01" purity="6.0797697305679321e-01" nType="-99"/>
10622 </Node>
10623 </Node>
10624 </BinaryTree>
10625 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="921">
10626 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1899985373020172e-02" cType="1" res="-7.3914295062422752e-03" rms="3.9922964572906494e-01" purity="4.9280846118927002e-01" nType="0">
10627 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="5.6674948427826166e-04" cType="1" res="-2.1329455077648163e-02" rms="3.9605537056922913e-01" purity="4.3166762590408325e-01" nType="0">
10628 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.3525742627680302e-03" rms="4.0910270810127258e-01" purity="5.5745828151702881e-01" nType="-99"/>
10629 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.0362427979707718e-03" rms="3.9405903220176697e-01" purity="4.1647365689277649e-01" nType="-99"/>
10630 </Node>
10631 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.6428569793701172e+01" cType="1" res="9.3835396692156792e-03" rms="4.0237712860107422e-01" purity="5.6639385223388672e-01" nType="0">
10632 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6395545834675431e-04" rms="3.9986211061477661e-01" purity="5.6352198123931885e-01" nType="-99"/>
10633 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5290546938776970e-02" rms="4.2102959752082825e-01" purity="5.9922307729721069e-01" nType="-99"/>
10634 </Node>
10635 </Node>
10636 </BinaryTree>
10637 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="922">
10638 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6032595634460449e-01" cType="1" res="5.8663217350840569e-03" rms="4.0387958288192749e-01" purity="5.0895416736602783e-01" nType="0">
10639 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.9047304987907410e-02" cType="1" res="-8.3324620500206947e-03" rms="3.9971658587455750e-01" purity="4.6777495741844177e-01" nType="0">
10640 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.6816410981118679e-03" rms="3.9012399315834045e-01" purity="4.1813015937805176e-01" nType="-99"/>
10641 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7892440818250179e-03" rms="4.1768524050712585e-01" purity="5.7213509082794189e-01" nType="-99"/>
10642 </Node>
10643 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="2.8950309753417969e-01" cType="1" res="5.8214355260133743e-02" rms="4.1469123959541321e-01" purity="6.6077345609664917e-01" nType="0">
10644 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6913017034530640e-02" rms="4.2715731263160706e-01" purity="5.9612715244293213e-01" nType="-99"/>
10645 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.5185905918478966e-03" rms="4.0566968917846680e-01" purity="6.9344985485076904e-01" nType="-99"/>
10646 </Node>
10647 </Node>
10648 </BinaryTree>
10649 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="923">
10650 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4712908267974854e-01" cType="1" res="-1.1563380248844624e-03" rms="3.9987489581108093e-01" purity="4.9756103754043579e-01" nType="0">
10651 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.8823419511318207e-01" cType="1" res="-2.7631403878331184e-02" rms="3.4885805845260620e-01" purity="2.0897346735000610e-01" nType="0">
10652 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6235481947660446e-02" rms="3.2347372174263000e-01" purity="1.5907652676105499e-01" nType="-99"/>
10653 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9151741638779640e-02" rms="4.6302941441535950e-01" purity="5.1721787452697754e-01" nType="-99"/>
10654 </Node>
10655 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.7336179018020630e-01" cType="1" res="1.2440066784620285e-02" rms="4.2305067181587219e-01" purity="6.4576667547225952e-01" nType="0">
10656 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.7723176218569279e-03" rms="4.3798893690109253e-01" purity="6.2847518920898438e-01" nType="-99"/>
10657 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.8263104185461998e-04" rms="4.1001984477043152e-01" purity="6.5968960523605347e-01" nType="-99"/>
10658 </Node>
10659 </Node>
10660 </BinaryTree>
10661 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="924">
10662 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.1905069462954998e-02" cType="1" res="-5.2918372675776482e-03" rms="4.0613290667533875e-01" purity="4.9689069390296936e-01" nType="0">
10663 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.4155209958553314e-01" cType="1" res="1.1712799780070782e-02" rms="4.1063952445983887e-01" purity="4.5905730128288269e-01" nType="0">
10664 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2348932214081287e-02" rms="3.8968229293823242e-01" purity="2.7956157922744751e-01" nType="-99"/>
10665 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9678659737110138e-03" rms="4.2567038536071777e-01" purity="6.0245537757873535e-01" nType="-99"/>
10666 </Node>
10667 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="4.3389275670051575e-01" cType="1" res="-2.7255112305283546e-02" rms="3.9916637539863586e-01" purity="5.4575651884078979e-01" nType="0">
10668 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2813822366297245e-02" rms="3.9487347006797791e-01" purity="4.3199321627616882e-01" nType="-99"/>
10669 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5015087127685547e-05" rms="4.0421330928802490e-01" purity="7.2241127490997314e-01" nType="-99"/>
10670 </Node>
10671 </Node>
10672 </BinaryTree>
10673 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="925">
10674 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.2857661843299866e-02" cType="1" res="1.6710533527657390e-03" rms="4.0522575378417969e-01" purity="4.9881809949874878e-01" nType="0">
10675 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.0355000495910645e-01" cType="1" res="5.2097206935286522e-03" rms="4.0446960926055908e-01" purity="4.9725323915481567e-01" nType="0">
10676 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0401002150028944e-03" rms="3.9853057265281677e-01" purity="3.4670883417129517e-01" nType="-99"/>
10677 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.9967224001884460e-03" rms="4.0760990977287292e-01" purity="5.8462250232696533e-01" nType="-99"/>
10678 </Node>
10679 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.6603176742792130e-02" cType="1" res="-5.9532992541790009e-02" rms="4.1332131624221802e-01" purity="5.2588355541229248e-01" nType="0">
10680 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1630713939666748e-02" rms="4.2109090089797974e-01" purity="5.3792607784271240e-01" nType="-99"/>
10681 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0717777311801910e-02" rms="4.0444579720497131e-01" purity="5.1339095830917358e-01" nType="-99"/>
10682 </Node>
10683 </Node>
10684 </BinaryTree>
10685 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="926">
10686 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3809492588043213e-02" cType="1" res="5.3237676620483398e-03" rms="4.1008496284484863e-01" purity="4.9980962276458740e-01" nType="0">
10687 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.7630634307861328e-01" cType="1" res="-8.0172689631581306e-03" rms="4.0791213512420654e-01" purity="4.5558708906173706e-01" nType="0">
10688 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6623138217255473e-03" rms="4.0586718916893005e-01" purity="3.7627738714218140e-01" nType="-99"/>
10689 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1067860759794712e-02" rms="4.1067069768905640e-01" purity="6.2186640501022339e-01" nType="-99"/>
10690 </Node>
10691 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.5737765431404114e-01" cType="1" res="3.8844130933284760e-02" rms="4.1359964013099670e-01" purity="6.1092209815979004e-01" nType="0">
10692 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6240883395075798e-02" rms="4.2720720171928406e-01" purity="3.5821092128753662e-01" nType="-99"/>
10693 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.7534353584051132e-03" rms="4.0857738256454468e-01" purity="6.8513756990432739e-01" nType="-99"/>
10694 </Node>
10695 </Node>
10696 </BinaryTree>
10697 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="927">
10698 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="4.7964271903038025e-01" cType="1" res="-9.5691083697602153e-04" rms="4.0403017401695251e-01" purity="4.9764660000801086e-01" nType="0">
10699 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.3191425949335098e-02" cType="1" res="-1.7479818314313889e-02" rms="3.9807960391044617e-01" purity="3.7899899482727051e-01" nType="0">
10700 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.9371248334646225e-02" rms="3.6857408285140991e-01" purity="2.8245136141777039e-01" nType="-99"/>
10701 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.6441334784030914e-03" rms="3.9876353740692139e-01" purity="3.8368293642997742e-01" nType="-99"/>
10702 </Node>
10703 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.3813398554921150e-02" cType="1" res="2.4211550131440163e-02" rms="4.1165712475776672e-01" purity="6.7837619781494141e-01" nType="0">
10704 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1485275812447071e-02" rms="4.1048151254653931e-01" purity="6.8380534648895264e-01" nType="-99"/>
10705 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0130443628877401e-03" rms="4.1171681880950928e-01" purity="6.6748493909835815e-01" nType="-99"/>
10706 </Node>
10707 </Node>
10708 </BinaryTree>
10709 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="928">
10710 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.8689449131488800e-01" cType="1" res="5.5573051795363426e-03" rms="4.0616971254348755e-01" purity="4.9941140413284302e-01" nType="0">
10711 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.2460038810968399e-01" cType="1" res="-5.2848285995423794e-03" rms="3.9688313007354736e-01" purity="4.0876913070678711e-01" nType="0">
10712 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8794767092913389e-03" rms="3.9189696311950684e-01" purity="3.9084926247596741e-01" nType="-99"/>
10713 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6261415556073189e-02" rms="4.1519194841384888e-01" purity="4.9239024519920349e-01" nType="-99"/>
10714 </Node>
10715 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="6.5323036909103394e-01" cType="1" res="2.8620401397347450e-02" rms="4.2432951927185059e-01" purity="6.9222313165664673e-01" nType="0">
10716 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5476699918508530e-02" rms="4.2718878388404846e-01" purity="6.8336290121078491e-01" nType="-99"/>
10717 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5956345750018954e-04" rms="4.2017510533332825e-01" purity="6.9907534122467041e-01" nType="-99"/>
10718 </Node>
10719 </Node>
10720 </BinaryTree>
10721 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="929">
10722 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.1671085357666016e-01" cType="1" res="-7.5366487726569176e-03" rms="4.0461096167564392e-01" purity="4.8767042160034180e-01" nType="0">
10723 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.3201771676540375e-01" cType="1" res="-3.2094423659145832e-03" rms="4.0422013401985168e-01" purity="4.8254826664924622e-01" nType="0">
10724 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1488529853522778e-02" rms="3.5912466049194336e-01" purity="2.9352605342864990e-01" nType="-99"/>
10725 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.6257661413401365e-03" rms="4.2623680830001831e-01" purity="5.8740198612213135e-01" nType="-99"/>
10726 </Node>
10727 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.4260602183640003e-02" cType="1" res="-5.6311428546905518e-02" rms="4.0581160783767700e-01" purity="5.4540604352951050e-01" nType="0">
10728 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3573240041732788e-02" rms="4.2247772216796875e-01" purity="4.1795402765274048e-01" nType="-99"/>
10729 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2917056446895003e-03" rms="3.8413912057876587e-01" purity="6.4838540554046631e-01" nType="-99"/>
10730 </Node>
10731 </Node>
10732 </BinaryTree>
10733 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="930">
10734 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="8.4895616769790649e-01" cType="1" res="-4.3938937596976757e-03" rms="4.0382164716720581e-01" purity="4.8719280958175659e-01" nType="0">
10735 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="2.3099896311759949e-01" cType="1" res="-1.1133898980915546e-02" rms="4.0935268998146057e-01" purity="4.2414787411689758e-01" nType="0">
10736 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8639641348272562e-04" rms="3.9002737402915955e-01" purity="3.4578022360801697e-01" nType="-99"/>
10737 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.0878663100302219e-03" rms="4.3589454889297485e-01" purity="5.4052776098251343e-01" nType="-99"/>
10738 </Node>
10739 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.2076887488365173e-01" cType="1" res="2.3082423955202103e-02" rms="3.7920504808425903e-01" purity="7.4420195817947388e-01" nType="0">
10740 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7220845445990562e-02" rms="3.8050070405006409e-01" purity="7.1252185106277466e-01" nType="-99"/>
10741 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.0819578617811203e-03" rms="3.7196248769760132e-01" purity="7.8380358219146729e-01" nType="-99"/>
10742 </Node>
10743 </Node>
10744 </BinaryTree>
10745 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="931">
10746 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.8960160017013550e-01" cType="1" res="4.2781177908182144e-03" rms="4.0132436156272888e-01" purity="5.0792998075485229e-01" nType="0">
10747 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="7.9824250936508179e-01" cType="1" res="-2.4943936150521040e-03" rms="3.9792093634605408e-01" purity="4.8489639163017273e-01" nType="0">
10748 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4597611520439386e-03" rms="4.0333706140518188e-01" purity="4.0528121590614319e-01" nType="-99"/>
10749 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.0417321771383286e-03" rms="3.7799850106239319e-01" purity="7.4482268095016479e-01" nType="-99"/>
10750 </Node>
10751 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="3.7415906786918640e-01" cType="1" res="4.9786627292633057e-02" rms="4.2066684365272522e-01" purity="6.6270619630813599e-01" nType="0">
10752 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2626826316118240e-02" rms="4.3310591578483582e-01" purity="5.5209016799926758e-01" nType="-99"/>
10753 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0623497441411018e-03" rms="4.0901222825050354e-01" purity="7.1398979425430298e-01" nType="-99"/>
10754 </Node>
10755 </Node>
10756 </BinaryTree>
10757 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="932">
10758 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.1667878627777100e+00" cType="1" res="2.4083666503429413e-03" rms="4.0275138616561890e-01" purity="5.0128239393234253e-01" nType="0">
10759 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.2552542686462402e-01" cType="1" res="6.9813183508813381e-03" rms="4.0145525336265564e-01" purity="4.8857322335243225e-01" nType="0">
10760 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7701834915205836e-04" rms="3.9853778481483459e-01" purity="4.6864429116249084e-01" nType="-99"/>
10761 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.4322740733623505e-02" rms="4.2358386516571045e-01" purity="7.2901034355163574e-01" nType="-99"/>
10762 </Node>
10763 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.8951295614242554e+00" cType="1" res="-5.2441470324993134e-02" rms="4.1406738758087158e-01" purity="6.5372133255004883e-01" nType="0">
10764 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2252572700381279e-02" rms="4.5149937272071838e-01" purity="5.5792683362960815e-01" nType="-99"/>
10765 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.8747052252292633e-03" rms="3.8833674788475037e-01" purity="7.1159565448760986e-01" nType="-99"/>
10766 </Node>
10767 </Node>
10768 </BinaryTree>
10769 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="933">
10770 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="1.3212194666266441e-02" rms="4.1016578674316406e-01" purity="5.0768321752548218e-01" nType="0">
10771 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.0639165043830872e-01" cType="1" res="-2.0104167982935905e-02" rms="3.9198583364486694e-01" purity="4.2906361818313599e-01" nType="0">
10772 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.2812703866511583e-03" rms="3.8235208392143250e-01" purity="4.1152533888816833e-01" nType="-99"/>
10773 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0197571963071823e-02" rms="4.6045592427253723e-01" purity="5.8621627092361450e-01" nType="-99"/>
10774 </Node>
10775 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.2285715103149414e+01" cType="1" res="2.8120718896389008e-02" rms="4.1718426346778870e-01" purity="5.4286426305770874e-01" nType="0">
10776 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1663996614515781e-02" rms="4.1715341806411743e-01" purity="5.5703240633010864e-01" nType="-99"/>
10777 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5188658144325018e-03" rms="4.1622909903526306e-01" purity="5.2041202783584595e-01" nType="-99"/>
10778 </Node>
10779 </Node>
10780 </BinaryTree>
10781 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="934">
10782 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285713195800781e+01" cType="1" res="-6.1710732989013195e-03" rms="4.0850716829299927e-01" purity="4.8424258828163147e-01" nType="0">
10783 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.3047618865966797e+01" cType="1" res="-9.5528820529580116e-03" rms="4.0551194548606873e-01" purity="4.8333242535591125e-01" nType="0">
10784 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.7817124761641026e-03" rms="3.9894843101501465e-01" purity="4.7040355205535889e-01" nType="-99"/>
10785 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.1007840558886528e-03" rms="4.2392352223396301e-01" purity="5.2394115924835205e-01" nType="-99"/>
10786 </Node>
10787 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7057899162173271e-02" rms="4.7884422540664673e-01" purity="5.1149916648864746e-01" nType="-99"/>
10788 </Node>
10789 </BinaryTree>
10790 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="935">
10791 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.0159236192703247e+00" cType="1" res="1.3880600221455097e-02" rms="4.0355253219604492e-01" purity="5.1766109466552734e-01" nType="0">
10792 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.4452804625034332e-01" cType="1" res="1.1285625398159027e-02" rms="4.0427145361900330e-01" purity="5.0426411628723145e-01" nType="0">
10793 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.3889816626906395e-03" rms="3.9734548330307007e-01" purity="4.2635607719421387e-01" nType="-99"/>
10794 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4460005806759000e-04" rms="4.1627621650695801e-01" purity="6.4573037624359131e-01" nType="-99"/>
10795 </Node>
10796 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8119264394044876e-02" rms="3.8538950681686401e-01" purity="7.8381776809692383e-01" nType="-99"/>
10797 </Node>
10798 </BinaryTree>
10799 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="936">
10800 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="-1.8232241272926331e-02" rms="4.0216803550720215e-01" purity="4.8121556639671326e-01" nType="0">
10801 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="4.2773190140724182e-01" cType="1" res="2.4242231156677008e-03" rms="3.9577493071556091e-01" purity="4.6691948175430298e-01" nType="0">
10802 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.5244338475167751e-03" rms="3.8460063934326172e-01" purity="4.5134636759757996e-01" nType="-99"/>
10803 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8183268606662750e-02" rms="4.2985442280769348e-01" purity="5.2854734659194946e-01" nType="-99"/>
10804 </Node>
10805 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="9.5778453350067139e-01" cType="1" res="-2.8872027993202209e-02" rms="4.0501078963279724e-01" purity="4.8857921361923218e-01" nType="0">
10806 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0297108441591263e-02" rms="4.0287041664123535e-01" purity="4.5278230309486389e-01" nType="-99"/>
10807 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7424725703895092e-03" rms="4.1361647844314575e-01" purity="6.7169779539108276e-01" nType="-99"/>
10808 </Node>
10809 </Node>
10810 </BinaryTree>
10811 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="937">
10812 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.7998793721199036e-01" cType="1" res="2.6818220503628254e-03" rms="4.0360772609710693e-01" purity="5.0134789943695068e-01" nType="0">
10813 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.4565154910087585e-01" cType="1" res="-4.0891552343964577e-03" rms="3.9814054965972900e-01" purity="4.1141352057456970e-01" nType="0">
10814 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.1893057641573250e-04" rms="3.9773714542388916e-01" purity="4.0056216716766357e-01" nType="-99"/>
10815 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5353323891758919e-02" rms="3.9813202619552612e-01" purity="5.1647710800170898e-01" nType="-99"/>
10816 </Node>
10817 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.0041959285736084e-01" cType="1" res="1.6999861225485802e-02" rms="4.1456750035285950e-01" purity="6.9152492284774780e-01" nType="0">
10818 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2206534855067730e-02" rms="4.0250065922737122e-01" purity="7.2761046886444092e-01" nType="-99"/>
10819 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8660984933376312e-03" rms="4.2319920659065247e-01" purity="6.6048347949981689e-01" nType="-99"/>
10820 </Node>
10821 </Node>
10822 </BinaryTree>
10823 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="938">
10824 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4155209958553314e-01" cType="1" res="-1.6862999647855759e-02" rms="3.9834758639335632e-01" purity="4.8519125580787659e-01" nType="0">
10825 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="7.0868533849716187e-01" cType="1" res="-4.1625477373600006e-02" rms="3.4367311000823975e-01" purity="1.8086481094360352e-01" nType="0">
10826 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.4619009867310524e-03" rms="3.2983714342117310e-01" purity="1.5094216167926788e-01" nType="-99"/>
10827 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3389318734407425e-02" rms="3.8796877861022949e-01" purity="3.2075411081314087e-01" nType="-99"/>
10828 </Node>
10829 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.5723111629486084e+00" cType="1" res="-5.0418972969055176e-03" rms="4.2144447565078735e-01" purity="6.3047051429748535e-01" nType="0">
10830 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7759507540613413e-04" rms="4.2287984490394592e-01" purity="6.2475591897964478e-01" nType="-99"/>
10831 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5117356553673744e-02" rms="4.0138548612594604e-01" purity="6.9875210523605347e-01" nType="-99"/>
10832 </Node>
10833 </Node>
10834 </BinaryTree>
10835 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="939">
10836 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.0639165043830872e-01" cType="1" res="-3.4755719825625420e-03" rms="4.0379509329795837e-01" purity="4.9286827445030212e-01" nType="0">
10837 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="3.8684111088514328e-02" cType="1" res="-8.6075542494654655e-03" rms="4.0237429738044739e-01" purity="4.6004259586334229e-01" nType="0">
10838 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.9146272726356983e-03" rms="3.9219003915786743e-01" purity="3.4137189388275146e-01" nType="-99"/>
10839 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.4870699532330036e-03" rms="4.0568599104881287e-01" purity="5.0568014383316040e-01" nType="-99"/>
10840 </Node>
10841 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.6524340510368347e-01" cType="1" res="3.1740348786115646e-02" rms="4.1169089078903198e-01" purity="7.1811980009078979e-01" nType="0">
10842 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.4389066062867641e-03" rms="4.5447918772697449e-01" purity="5.6023395061492920e-01" nType="-99"/>
10843 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7597652971744537e-02" rms="3.8428241014480591e-01" purity="8.0095517635345459e-01" nType="-99"/>
10844 </Node>
10845 </Node>
10846 </BinaryTree>
10847 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="940">
10848 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.3969289660453796e-01" cType="1" res="-1.7230766825377941e-03" rms="4.1289964318275452e-01" purity="4.8829504847526550e-01" nType="0">
10849 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="4.7546261921525002e-03" cType="1" res="2.2428186610341072e-02" rms="3.7301334738731384e-01" purity="2.5124394893646240e-01" nType="0">
10850 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.3592390827834606e-03" rms="3.7085184454917908e-01" purity="2.4955970048904419e-01" nType="-99"/>
10851 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6990410163998604e-02" rms="3.7276390194892883e-01" purity="2.5246673822402954e-01" nType="-99"/>
10852 </Node>
10853 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.2142857551574707e+01" cType="1" res="-1.4720725826919079e-02" rms="4.3228876590728760e-01" purity="6.1587041616439819e-01" nType="0">
10854 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5730393137782812e-03" rms="4.2872202396392822e-01" purity="6.2805849313735962e-01" nType="-99"/>
10855 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.7836440652608871e-03" rms="4.3358975648880005e-01" purity="6.0810130834579468e-01" nType="-99"/>
10856 </Node>
10857 </Node>
10858 </BinaryTree>
10859 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="941">
10860 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="1.9711820408701897e-02" rms="4.0269017219543457e-01" purity="5.2453410625457764e-01" nType="0">
10861 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="2.1781186759471893e-01" cType="1" res="5.3075753152370453e-02" rms="3.8226437568664551e-01" purity="4.8648354411125183e-01" nType="0">
10862 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.0284276949241757e-04" rms="2.8367137908935547e-01" purity="1.0747518390417099e-01" nType="-99"/>
10863 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9450053572654724e-02" rms="4.1414371132850647e-01" purity="6.4217591285705566e-01" nType="-99"/>
10864 </Node>
10865 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="2.5000000000000000e+01" cType="1" res="1.1428408324718475e-02" rms="4.0717938542366028e-01" purity="5.3398114442825317e-01" nType="0">
10866 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.9539075009524822e-03" rms="4.0839260816574097e-01" purity="5.4974532127380371e-01" nType="-99"/>
10867 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1455719619989395e-03" rms="4.0271019935607910e-01" purity="4.9140736460685730e-01" nType="-99"/>
10868 </Node>
10869 </Node>
10870 </BinaryTree>
10871 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="942">
10872 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.3944807052612305e+00" cType="1" res="8.7340762838721275e-03" rms="4.0344285964965820e-01" purity="5.1054376363754272e-01" nType="0">
10873 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="6.7940962314605713e-01" cType="1" res="1.1988771148025990e-02" rms="4.0432161092758179e-01" purity="5.0127482414245605e-01" nType="0">
10874 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1134315282106400e-03" rms="4.0898099541664124e-01" purity="4.2621922492980957e-01" nType="-99"/>
10875 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0657697916030884e-02" rms="3.8943195343017578e-01" purity="7.2077769041061401e-01" nType="-99"/>
10876 </Node>
10877 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1855587139725685e-02" rms="3.7778049707412720e-01" purity="7.0715636014938354e-01" nType="-99"/>
10878 </Node>
10879 </BinaryTree>
10880 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="943">
10881 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4155209958553314e-01" cType="1" res="6.5459585748612881e-03" rms="4.0761584043502808e-01" purity="5.0048798322677612e-01" nType="0">
10882 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.9713853299617767e-02" cType="1" res="2.6561012491583824e-02" rms="3.7441360950469971e-01" purity="2.6161098480224609e-01" nType="0">
10883 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.3571189790964127e-03" rms="2.7753716707229614e-01" purity="9.1982245445251465e-02" nType="-99"/>
10884 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2753428891301155e-02" rms="4.0284982323646545e-01" purity="3.2347363233566284e-01" nType="-99"/>
10885 </Node>
10886 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.9175456762313843e-01" cType="1" res="-4.1192430071532726e-03" rms="4.2386227846145630e-01" purity="6.2777578830718994e-01" nType="0">
10887 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.4059984609484673e-03" rms="4.2698827385902405e-01" purity="6.2289762496948242e-01" nType="-99"/>
10888 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1877538636326790e-02" rms="4.0248784422874451e-01" purity="6.5512198209762573e-01" nType="-99"/>
10889 </Node>
10890 </Node>
10891 </BinaryTree>
10892 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="944">
10893 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.4285712242126465e+00" cType="1" res="1.4236768707633018e-02" rms="4.1324019432067871e-01" purity="5.0811749696731567e-01" nType="0">
10894 <Node pos="l" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8868960440158844e-02" rms="3.3385917544364929e-01" purity="2.5752028822898865e-01" nType="-99"/>
10895 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.2841281741857529e-02" cType="1" res="1.7025660723447800e-02" rms="4.1606974601745605e-01" purity="5.1883441209793091e-01" nType="0">
10896 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7999392952769995e-03" rms="4.1535681486129761e-01" purity="5.0845009088516235e-01" nType="-99"/>
10897 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6418142244219780e-02" rms="4.2251983284950256e-01" purity="6.5716600418090820e-01" nType="-99"/>
10898 </Node>
10899 </Node>
10900 </BinaryTree>
10901 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="945">
10902 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.5145356655120850e+00" cType="1" res="-1.5714023029431701e-03" rms="4.0298306941986084e-01" purity="5.0087988376617432e-01" nType="0">
10903 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="2.8947907686233521e-01" cType="1" res="2.5271449703723192e-03" rms="4.0174055099487305e-01" purity="4.9349436163902283e-01" nType="0">
10904 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0132369827479124e-03" rms="3.9442190527915955e-01" purity="3.4324616193771362e-01" nType="-99"/>
10905 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2079170234501362e-03" rms="4.1123661398887634e-01" purity="6.9988274574279785e-01" nType="-99"/>
10906 </Node>
10907 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5284962728619576e-02" rms="4.1877821087837219e-01" purity="6.4948326349258423e-01" nType="-99"/>
10908 </Node>
10909 </BinaryTree>
10910 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="946">
10911 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.2857729196548462e+00" cType="1" res="-1.1602719314396381e-02" rms="4.0095669031143188e-01" purity="4.8421043157577515e-01" nType="0">
10912 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.4056233167648315e+00" cType="1" res="-1.6150357201695442e-02" rms="4.0197893977165222e-01" purity="4.5595413446426392e-01" nType="0">
10913 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9530908688902855e-03" rms="4.0159481763839722e-01" purity="4.5864373445510864e-01" nType="-99"/>
10914 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6312397792935371e-02" rms="4.0554729104042053e-01" purity="3.6649397015571594e-01" nType="-99"/>
10915 </Node>
10916 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.6701234579086304e-03" rms="3.8795053958892822e-01" purity="7.6175773143768311e-01" nType="-99"/>
10917 </Node>
10918 </BinaryTree>
10919 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="947">
10920 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4507252871990204e-01" cType="1" res="-5.6747985072433949e-03" rms="4.0830922126770020e-01" purity="4.8424872756004333e-01" nType="0">
10921 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.6666666030883789e+01" cType="1" res="1.2218522839248180e-02" rms="3.7527307868003845e-01" purity="2.4673348665237427e-01" nType="0">
10922 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1162418872117996e-02" rms="3.8317871093750000e-01" purity="2.5878369808197021e-01" nType="-99"/>
10923 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5569276884198189e-02" rms="3.2196167111396790e-01" purity="1.9180551171302795e-01" nType="-99"/>
10924 </Node>
10925 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.3813962470740080e-03" cType="1" res="-1.5671744942665100e-02" rms="4.2532381415367126e-01" purity="6.1694777011871338e-01" nType="0">
10926 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5226316638290882e-02" rms="4.3507221341133118e-01" purity="6.0440593957901001e-01" nType="-99"/>
10927 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0030154846608639e-03" rms="4.2282542586326599e-01" purity="6.1955767869949341e-01" nType="-99"/>
10928 </Node>
10929 </Node>
10930 </BinaryTree>
10931 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="948">
10932 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.5464035868644714e-01" cType="1" res="-5.0654588267207146e-03" rms="4.0446183085441589e-01" purity="4.8982566595077515e-01" nType="0">
10933 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.0669764876365662e-01" cType="1" res="8.1797660095617175e-04" rms="3.9895635843276978e-01" purity="4.7014337778091431e-01" nType="0">
10934 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0285993125289679e-03" rms="3.8449627161026001e-01" purity="3.7965610623359680e-01" nType="-99"/>
10935 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4813174754381180e-03" rms="4.1967993974685669e-01" purity="6.0902673006057739e-01" nType="-99"/>
10936 </Node>
10937 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1905354447662830e-02" cType="1" res="-3.0724450945854187e-02" rms="4.2669725418090820e-01" purity="5.7566475868225098e-01" nType="0">
10938 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0830761641263962e-03" rms="4.3307664990425110e-01" purity="5.6453657150268555e-01" nType="-99"/>
10939 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8834661692380905e-02" rms="4.1671958565711975e-01" purity="5.8672207593917847e-01" nType="-99"/>
10940 </Node>
10941 </Node>
10942 </BinaryTree>
10943 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="949">
10944 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8095436990261078e-02" cType="1" res="1.2377073056995869e-02" rms="4.0661722421646118e-01" purity="5.1327162981033325e-01" nType="0">
10945 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="6.5410155057907104e-01" cType="1" res="2.0664716139435768e-02" rms="4.0616297721862793e-01" purity="5.1265382766723633e-01" nType="0">
10946 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8855047896504402e-03" rms="4.0435138344764709e-01" purity="4.8422351479530334e-01" nType="-99"/>
10947 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7866730690002441e-02" rms="4.1409334540367126e-01" purity="6.8597936630249023e-01" nType="-99"/>
10948 </Node>
10949 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="7.2709351778030396e-01" cType="1" res="-5.9259220957756042e-02" rms="4.0348920226097107e-01" purity="5.1861190795898438e-01" nType="0">
10950 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7173680961132050e-02" rms="4.0698763728141785e-01" purity="3.8830518722534180e-01" nType="-99"/>
10951 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2741858139634132e-02" rms="3.7298294901847839e-01" purity="7.2108525037765503e-01" nType="-99"/>
10952 </Node>
10953 </Node>
10954 </BinaryTree>
10955 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="950">
10956 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.4895258545875549e-01" cType="1" res="6.4802081324160099e-03" rms="4.0964350104331970e-01" purity="4.9949827790260315e-01" nType="0">
10957 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.0260491371154785e-01" cType="1" res="1.9492052495479584e-02" rms="4.0567851066589355e-01" purity="4.3770849704742432e-01" nType="0">
10958 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4393366184085608e-03" rms="3.7908491492271423e-01" purity="2.8101572394371033e-01" nType="-99"/>
10959 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.7082098945975304e-03" rms="4.1986173391342163e-01" purity="5.3078830242156982e-01" nType="-99"/>
10960 </Node>
10961 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.4291083440184593e-02" cType="1" res="-2.8752127662301064e-02" rms="4.1816434264183044e-01" purity="6.6680717468261719e-01" nType="0">
10962 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5387435443699360e-02" rms="4.2212468385696411e-01" purity="6.2192696332931519e-01" nType="-99"/>
10963 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4993697404861450e-03" rms="4.1324657201766968e-01" purity="7.0607036352157593e-01" nType="-99"/>
10964 </Node>
10965 </Node>
10966 </BinaryTree>
10967 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="951">
10968 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4369980394840240e-01" cType="1" res="-1.2974734418094158e-02" rms="4.0117204189300537e-01" purity="4.8476392030715942e-01" nType="0">
10969 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4912562370300293e-01" cType="1" res="-4.6974156051874161e-02" rms="3.3986175060272217e-01" purity="1.7278112471103668e-01" nType="0">
10970 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4185547828674316e-02" rms="3.2780468463897705e-01" purity="1.4974983036518097e-01" nType="-99"/>
10971 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0730990692973137e-02" rms="4.1440486907958984e-01" purity="3.5454028844833374e-01" nType="-99"/>
10972 </Node>
10973 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.5428569793701172e+01" cType="1" res="2.9620646964758635e-03" rms="4.2595693469047546e-01" purity="6.3100194931030273e-01" nType="0">
10974 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2002295590937138e-03" rms="4.2826053500175476e-01" purity="6.3659048080444336e-01" nType="-99"/>
10975 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1182168275117874e-02" rms="3.8381630182266235e-01" purity="5.5204242467880249e-01" nType="-99"/>
10976 </Node>
10977 </Node>
10978 </BinaryTree>
10979 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="952">
10980 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.0544633865356445e+00" cType="1" res="1.1729859746992588e-02" rms="4.1058111190795898e-01" purity="5.0337147712707520e-01" nType="0">
10981 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="9.0820282697677612e-01" cType="1" res="1.5589793212711811e-02" rms="4.1205218434333801e-01" purity="4.8202565312385559e-01" nType="0">
10982 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3632396478205919e-03" rms="4.1457110643386841e-01" purity="4.5640522241592407e-01" nType="-99"/>
10983 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2353390008211136e-02" rms="3.6506080627441406e-01" purity="8.1521767377853394e-01" nType="-99"/>
10984 </Node>
10985 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="1.2620609998703003e+00" cType="1" res="-2.3484002798795700e-02" rms="3.9517167210578918e-01" purity="6.9810777902603149e-01" nType="0">
10986 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2163661196827888e-03" rms="3.8844513893127441e-01" purity="7.0929622650146484e-01" nType="-99"/>
10987 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6305796802043915e-02" rms="3.9867308735847473e-01" purity="6.8940788507461548e-01" nType="-99"/>
10988 </Node>
10989 </Node>
10990 </BinaryTree>
10991 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="953">
10992 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.4421072006225586e-01" cType="1" res="-5.3884289227426052e-03" rms="4.0228903293609619e-01" purity="5.0196194648742676e-01" nType="0">
10993 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.6160340607166290e-01" cType="1" res="2.1252615377306938e-02" rms="3.9615896344184875e-01" purity="3.5485380887985229e-01" nType="0">
10994 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.5971079487353563e-03" rms="3.5869616270065308e-01" purity="2.3463116586208344e-01" nType="-99"/>
10995 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9582305103540421e-02" rms="4.5525878667831421e-01" purity="5.9316307306289673e-01" nType="-99"/>
10996 </Node>
10997 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="3.2000000000000000e+01" cType="1" res="-1.4948077499866486e-02" rms="4.0403801202774048e-01" purity="5.5474907159805298e-01" nType="0">
10998 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.9994943439960480e-03" rms="4.0219983458518982e-01" purity="5.4973924160003662e-01" nType="-99"/>
10999 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.7190878801047802e-03" rms="4.1452252864837646e-01" purity="5.9073930978775024e-01" nType="-99"/>
11000 </Node>
11001 </Node>
11002 </BinaryTree>
11003 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="954">
11004 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8095436990261078e-02" cType="1" res="4.0857763960957527e-03" rms="4.0578013658523560e-01" purity="5.0537645816802979e-01" nType="0">
11005 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.0999838113784790e+00" cType="1" res="-3.4507347736507654e-03" rms="4.0262779593467712e-01" purity="4.8865827918052673e-01" nType="0">
11006 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6276821736246347e-03" rms="4.0434101223945618e-01" purity="4.5397651195526123e-01" nType="-99"/>
11007 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3287009671330452e-02" rms="3.8594490289688110e-01" purity="7.6350003480911255e-01" nType="-99"/>
11008 </Node>
11009 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.3785303831100464e-02" cType="1" res="5.5819973349571228e-02" rms="4.2318370938301086e-01" purity="6.2013804912567139e-01" nType="0">
11010 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1523222327232361e-02" rms="4.3391662836074829e-01" purity="6.2652039527893066e-01" nType="-99"/>
11011 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="6.9816047325730324e-03" rms="4.0992003679275513e-01" purity="6.1369401216506958e-01" nType="-99"/>
11012 </Node>
11013 </Node>
11014 </BinaryTree>
11015 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="955">
11016 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="2.3340438306331635e-01" cType="1" res="4.6386225149035454e-03" rms="4.1040107607841492e-01" purity="4.9897307157516479e-01" nType="0">
11017 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.5553618669509888e-01" cType="1" res="1.8827181309461594e-02" rms="3.9771926403045654e-01" purity="3.2356178760528564e-01" nType="0">
11018 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7501313015818596e-03" rms="3.9268636703491211e-01" purity="2.9807096719741821e-01" nType="-99"/>
11019 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.9629006981849670e-02" rms="4.3120506405830383e-01" purity="5.6526887416839600e-01" nType="-99"/>
11020 </Node>
11021 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="4.0662789344787598e-01" cType="1" res="-8.7988069280982018e-03" rms="4.2162033915519714e-01" purity="6.6509830951690674e-01" nType="0">
11022 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.5028501190245152e-03" rms="4.2165592312812805e-01" purity="6.5271204710006714e-01" nType="-99"/>
11023 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2872065678238869e-03" rms="4.2054051160812378e-01" purity="7.0418018102645874e-01" nType="-99"/>
11024 </Node>
11025 </Node>
11026 </BinaryTree>
11027 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="956">
11028 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="8.4711140394210815e-01" cType="1" res="7.6375771313905716e-03" rms="4.0889036655426025e-01" purity="5.0187432765960693e-01" nType="0">
11029 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="6.9031506776809692e-01" cType="1" res="1.4959113672375679e-02" rms="4.1270190477371216e-01" purity="4.5649290084838867e-01" nType="0">
11030 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.6685879826545715e-03" rms="4.1336411237716675e-01" purity="4.4155129790306091e-01" nType="-99"/>
11031 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1257121339440346e-02" rms="4.0180453658103943e-01" purity="6.1025488376617432e-01" nType="-99"/>
11032 </Node>
11033 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.0575110614299774e-01" cType="1" res="-2.4639157578349113e-02" rms="3.9001032710075378e-01" purity="7.0193666219711304e-01" nType="0">
11034 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6026617959141731e-02" rms="4.3667316436767578e-01" purity="4.2364323139190674e-01" nType="-99"/>
11035 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9955397583544254e-03" rms="3.6610636115074158e-01" purity="8.2350105047225952e-01" nType="-99"/>
11036 </Node>
11037 </Node>
11038 </BinaryTree>
11039 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="957">
11040 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="7.0002651214599609e-01" cType="1" res="1.4856427442282438e-03" rms="4.0937834978103638e-01" purity="4.9631306529045105e-01" nType="0">
11041 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="4.6269866824150085e-01" cType="1" res="-6.1189318075776100e-03" rms="4.0992298722267151e-01" purity="4.4382083415985107e-01" nType="0">
11042 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6604550182819366e-03" rms="4.0552872419357300e-01" purity="3.9853647351264954e-01" nType="-99"/>
11043 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1660198681056499e-02" rms="4.2134246230125427e-01" purity="5.8666509389877319e-01" nType="-99"/>
11044 </Node>
11045 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6673158854246140e-02" cType="1" res="3.4556165337562561e-02" rms="4.0534552931785583e-01" purity="7.2458976507186890e-01" nType="0">
11046 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5441945753991604e-02" rms="4.0960800647735596e-01" purity="7.3415422439575195e-01" nType="-99"/>
11047 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5231793988496065e-03" rms="3.9862146973609924e-01" purity="7.1295595169067383e-01" nType="-99"/>
11048 </Node>
11049 </Node>
11050 </BinaryTree>
11051 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="958">
11052 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.7714284896850586e+01" cType="1" res="1.2021984439343214e-03" rms="4.0637707710266113e-01" purity="4.9973723292350769e-01" nType="0">
11053 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="8.4749031066894531e-01" cType="1" res="-8.7547609582543373e-03" rms="3.9412528276443481e-01" purity="4.8889568448066711e-01" nType="0">
11054 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.3548896685242653e-03" rms="3.9955395460128784e-01" purity="4.2351266741752625e-01" nType="-99"/>
11055 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1112060397863388e-02" rms="3.6710479855537415e-01" purity="7.6772344112396240e-01" nType="-99"/>
11056 </Node>
11057 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.4009780883789062e-01" cType="1" res="1.4172599650919437e-02" rms="4.2145082354545593e-01" purity="5.1385998725891113e-01" nType="0">
11058 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2517411960288882e-03" rms="4.1953915357589722e-01" purity="4.8246136307716370e-01" nType="-99"/>
11059 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3864624314010143e-02" rms="4.2682194709777832e-01" purity="6.4075428247451782e-01" nType="-99"/>
11060 </Node>
11061 </Node>
11062 </BinaryTree>
11063 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="959">
11064 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="2.4451342225074768e-01" cType="1" res="-5.8338651433587074e-03" rms="4.0334680676460266e-01" purity="4.9208202958106995e-01" nType="0">
11065 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.6158381104469299e-01" cType="1" res="-2.9194148257374763e-02" rms="3.6585319042205811e-01" purity="3.0327573418617249e-01" nType="0">
11066 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1675946190953255e-02" rms="3.2236048579216003e-01" purity="1.6698664426803589e-01" nType="-99"/>
11067 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7875299826264381e-03" rms="4.3103569746017456e-01" purity="5.5939453840255737e-01" nType="-99"/>
11068 </Node>
11069 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="8.5553598403930664e-01" cType="1" res="2.1286034025251865e-03" rms="4.1505363583564758e-01" purity="5.5643761157989502e-01" nType="0">
11070 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6840600185096264e-03" rms="4.2209157347679138e-01" purity="5.1113706827163696e-01" nType="-99"/>
11071 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.4600502848625183e-03" rms="3.9044833183288574e-01" purity="7.0239561796188354e-01" nType="-99"/>
11072 </Node>
11073 </Node>
11074 </BinaryTree>
11075 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="960">
11076 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.3405607342720032e-01" cType="1" res="3.8627891335636377e-03" rms="4.0527760982513428e-01" purity="5.0233280658721924e-01" nType="0">
11077 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.0802488327026367e+00" cType="1" res="-6.1114383861422539e-03" rms="4.0503308176994324e-01" purity="4.0327852964401245e-01" nType="0">
11078 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6494051669724286e-04" rms="4.0586251020431519e-01" purity="3.8247451186180115e-01" nType="-99"/>
11079 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9983436912298203e-02" rms="3.9136540889739990e-01" purity="6.2341094017028809e-01" nType="-99"/>
11080 </Node>
11081 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="6.3044601678848267e-01" cType="1" res="2.5554534047842026e-02" rms="4.0496173501014709e-01" purity="7.1775418519973755e-01" nType="0">
11082 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4683322980999947e-02" rms="3.9731869101524353e-01" purity="7.3884403705596924e-01" nType="-99"/>
11083 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5935173034667969e-03" rms="4.0831717848777771e-01" purity="7.0583695173263550e-01" nType="-99"/>
11084 </Node>
11085 </Node>
11086 </BinaryTree>
11087 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="961">
11088 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.0159236192703247e+00" cType="1" res="6.6733430139720440e-03" rms="4.0622162818908691e-01" purity="5.0319021940231323e-01" nType="0">
11089 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="1.0191360488533974e-02" rms="4.0407714247703552e-01" purity="4.9806874990463257e-01" nType="0">
11090 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2435612045228481e-03" rms="4.0410646796226501e-01" purity="4.9682939052581787e-01" nType="-99"/>
11091 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6153443604707718e-02" rms="4.0025818347930908e-01" purity="5.2372938394546509e-01" nType="-99"/>
11092 </Node>
11093 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6657620444893837e-02" rms="4.5050907135009766e-01" purity="6.4332556724548340e-01" nType="-99"/>
11094 </Node>
11095 </BinaryTree>
11096 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="962">
11097 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="-2.6367953978478909e-03" rms="4.0558174252510071e-01" purity="4.9227681756019592e-01" nType="0">
11098 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.1214611530303955e+00" cType="1" res="-1.7432402819395065e-04" rms="4.0531978011131287e-01" purity="4.9792361259460449e-01" nType="0">
11099 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1627663625404239e-03" rms="4.0606927871704102e-01" purity="4.7185882925987244e-01" nType="-99"/>
11100 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1163770221173763e-02" rms="3.9648237824440002e-01" purity="7.4001640081405640e-01" nType="-99"/>
11101 </Node>
11102 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0631214603781700e-02" rms="4.0695735812187195e-01" purity="3.3825829625129700e-01" nType="-99"/>
11103 </Node>
11104 </BinaryTree>
11105 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="963">
11106 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="6.8960160017013550e-01" cType="1" res="6.5774554386734962e-03" rms="4.1183707118034363e-01" purity="4.9701306223869324e-01" nType="0">
11107 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="1.9695441424846649e-01" cType="1" res="1.5490974299609661e-02" rms="4.1185566782951355e-01" purity="4.8672950267791748e-01" nType="0">
11108 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0399308986961842e-02" rms="3.9716106653213501e-01" purity="2.9378831386566162e-01" nType="-99"/>
11109 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2657613842748106e-04" rms="4.2401704192161560e-01" purity="6.5946036577224731e-01" nType="-99"/>
11110 </Node>
11111 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="4.0005242824554443e-01" cType="1" res="-5.8989971876144409e-02" rms="4.0572586655616760e-01" purity="5.7265836000442505e-01" nType="0">
11112 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1374450773000717e-02" rms="3.9912012219429016e-01" purity="3.8833233714103699e-01" nType="-99"/>
11113 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1415657140314579e-03" rms="4.0375563502311707e-01" purity="7.0787870883941650e-01" nType="-99"/>
11114 </Node>
11115 </Node>
11116 </BinaryTree>
11117 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="964">
11118 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.3108851909637451e-01" cType="1" res="-8.4047002019360662e-04" rms="4.0809687972068787e-01" purity="5.0221747159957886e-01" nType="0">
11119 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.5166939795017242e-01" cType="1" res="1.6378376632928848e-02" rms="3.9531093835830688e-01" purity="4.4139704108238220e-01" nType="0">
11120 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8738456312566996e-03" rms="3.8714087009429932e-01" purity="4.1723439097404480e-01" nType="-99"/>
11121 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8863612785935402e-02" rms="4.4929280877113342e-01" purity="6.2769418954849243e-01" nType="-99"/>
11122 </Node>
11123 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="2.1425785496830940e-02" cType="1" res="-2.5722311809659004e-02" rms="4.2466390132904053e-01" purity="5.9010523557662964e-01" nType="0">
11124 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.2188088456168771e-04" rms="4.2417627573013306e-01" purity="5.9560883045196533e-01" nType="-99"/>
11125 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8676659092307091e-02" rms="4.2217141389846802e-01" purity="5.7916229963302612e-01" nType="-99"/>
11126 </Node>
11127 </Node>
11128 </BinaryTree>
11129 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="965">
11130 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.1678910255432129e+00" cType="1" res="1.2671620585024357e-02" rms="4.0489193797111511e-01" purity="5.1358556747436523e-01" nType="0">
11131 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.4421072006225586e-01" cType="1" res="1.7128389328718185e-02" rms="4.0381371974945068e-01" purity="5.0086647272109985e-01" nType="0">
11132 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1999873444437981e-02" rms="3.9205929636955261e-01" purity="3.5736718773841858e-01" nType="-99"/>
11133 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.6474611368030310e-03" rms="4.0773481130599976e-01" purity="5.5299121141433716e-01" nType="-99"/>
11134 </Node>
11135 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="1.7034041881561279e+00" cType="1" res="-4.0381256490945816e-02" rms="4.1384312510490417e-01" purity="6.6499197483062744e-01" nType="0">
11136 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.3600805550813675e-02" rms="4.2260363698005676e-01" purity="6.0330736637115479e-01" nType="-99"/>
11137 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.2628503656014800e-04" rms="4.0250098705291748e-01" purity="7.1564865112304688e-01" nType="-99"/>
11138 </Node>
11139 </Node>
11140 </BinaryTree>
11141 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="966">
11142 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5237135142087936e-02" cType="1" res="-6.4940848387777805e-03" rms="4.0894848108291626e-01" purity="4.7675678133964539e-01" nType="0">
11143 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.5055022202432156e-02" cType="1" res="-1.1567383073270321e-02" rms="4.0623956918716431e-01" purity="4.6859559416770935e-01" nType="0">
11144 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.5274442780064419e-05" rms="4.0374726057052612e-01" purity="4.4582313299179077e-01" nType="-99"/>
11145 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.7109861671924591e-03" rms="4.1021341085433960e-01" purity="5.1459485292434692e-01" nType="-99"/>
11146 </Node>
11147 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2993473336100578e-02" rms="4.4638597965240479e-01" purity="6.3077270984649658e-01" nType="-99"/>
11148 </Node>
11149 </BinaryTree>
11150 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="967">
11151 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8081157952547073e-02" cType="1" res="-6.1218690825626254e-04" rms="4.1060200333595276e-01" purity="4.9007117748260498e-01" nType="0">
11152 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="4.2281835339963436e-03" rms="4.0705049037933350e-01" purity="4.8947516083717346e-01" nType="0">
11153 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.9699638038873672e-03" rms="4.0054211020469666e-01" purity="4.9657163023948669e-01" nType="-99"/>
11154 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.0706506222486496e-03" rms="4.1436892747879028e-01" purity="4.8079597949981689e-01" nType="-99"/>
11155 </Node>
11156 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="1.4631687104701996e-01" cType="1" res="-4.5393198728561401e-02" rms="4.3958815932273865e-01" purity="4.9558541178703308e-01" nType="0">
11157 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.9598977640271187e-02" rms="4.2461919784545898e-01" purity="3.6594846844673157e-01" nType="-99"/>
11158 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.1180201806128025e-03" rms="4.5265892148017883e-01" purity="6.2935441732406616e-01" nType="-99"/>
11159 </Node>
11160 </Node>
11161 </BinaryTree>
11162 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="968">
11163 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="8.9781183004379272e-01" cType="1" res="1.6645092517137527e-02" rms="4.0819883346557617e-01" purity="5.1627349853515625e-01" nType="0">
11164 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+01" cType="1" res="2.2827016189694405e-02" rms="4.0768203139305115e-01" purity="4.9448627233505249e-01" nType="0">
11165 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5444147437810898e-03" rms="4.0856325626373291e-01" purity="4.9120876193046570e-01" nType="-99"/>
11166 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3840099573135376e-02" rms="3.8400891423225403e-01" purity="5.5939453840255737e-01" nType="-99"/>
11167 </Node>
11168 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.3238095283508301e+01" cType="1" res="-2.9361806809902191e-02" rms="4.0910047292709351e-01" purity="6.7841756343841553e-01" nType="0">
11169 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6383852586150169e-02" rms="4.0883046388626099e-01" purity="6.1843466758728027e-01" nType="-99"/>
11170 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.6719997879117727e-03" rms="4.0396946668624878e-01" purity="7.2154724597930908e-01" nType="-99"/>
11171 </Node>
11172 </Node>
11173 </BinaryTree>
11174 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="969">
11175 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="5.5551370605826378e-03" rms="4.0727242827415466e-01" purity="5.0258427858352661e-01" nType="0">
11176 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="2.3407447338104248e-01" cType="1" res="-1.5246276743710041e-02" rms="3.8302955031394958e-01" purity="3.7580633163452148e-01" nType="0">
11177 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8399055823683739e-02" rms="3.1021162867546082e-01" purity="1.3191355764865875e-01" nType="-99"/>
11178 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.9948729681782424e-04" rms="4.0227520465850830e-01" purity="4.5430734753608704e-01" nType="-99"/>
11179 </Node>
11180 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.7637280225753784e-01" cType="1" res="1.0248219594359398e-02" rms="4.1239997744560242e-01" purity="5.3118717670440674e-01" nType="0">
11181 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7730556689202785e-03" rms="4.1580557823181152e-01" purity="4.5360335707664490e-01" nType="-99"/>
11182 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.0442101629450917e-03" rms="4.0563461184501648e-01" purity="6.7541199922561646e-01" nType="-99"/>
11183 </Node>
11184 </Node>
11185 </BinaryTree>
11186 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="970">
11187 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="4.6050864458084106e-01" cType="1" res="-2.0700362510979176e-03" rms="4.0161129832267761e-01" purity="5.0156265497207642e-01" nType="0">
11188 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="3.0747050046920776e-01" cType="1" res="4.2698644101619720e-03" rms="3.9824345707893372e-01" purity="4.8254659771919250e-01" nType="0">
11189 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8502885252237320e-03" rms="3.9077246189117432e-01" purity="4.6671563386917114e-01" nType="-99"/>
11190 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.4866577051579952e-03" rms="4.4175961613655090e-01" purity="5.8419436216354370e-01" nType="-99"/>
11191 </Node>
11192 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.4603118896484375e-01" cType="1" res="-2.8522973880171776e-02" rms="4.1432335972785950e-01" purity="5.8090633153915405e-01" nType="0">
11193 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0520407706499100e-02" rms="4.2292475700378418e-01" purity="3.9007481932640076e-01" nType="-99"/>
11194 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0086329206824303e-04" rms="4.0653908252716064e-01" purity="6.8405193090438843e-01" nType="-99"/>
11195 </Node>
11196 </Node>
11197 </BinaryTree>
11198 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="971">
11199 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.1237361431121826e+00" cType="1" res="3.9272960275411606e-03" rms="4.0967309474945068e-01" purity="4.9795314669609070e-01" nType="0">
11200 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="5.7514572143554688e-01" cType="1" res="-3.6621508188545704e-03" rms="4.0993669629096985e-01" purity="4.6834921836853027e-01" nType="0">
11201 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.2405392955988646e-03" rms="4.0687605738639832e-01" purity="3.9922356605529785e-01" nType="-99"/>
11202 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.4585677832365036e-03" rms="4.1541475057601929e-01" purity="6.1897450685501099e-01" nType="-99"/>
11203 </Node>
11204 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.4318648725748062e-02" cType="1" res="6.9968283176422119e-02" rms="4.0135940909385681e-01" purity="7.5555700063705444e-01" nType="0">
11205 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.0798335149884224e-03" rms="3.9655038714408875e-01" purity="7.3344779014587402e-01" nType="-99"/>
11206 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7846736833453178e-02" rms="4.0246334671974182e-01" purity="7.7628308534622192e-01" nType="-99"/>
11207 </Node>
11208 </Node>
11209 </BinaryTree>
11210 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="972">
11211 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="1.4285759069025517e-02" cType="1" res="1.4442844549193978e-03" rms="4.0804243087768555e-01" purity="4.9758890271186829e-01" nType="0">
11212 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="6.1222403310239315e-03" cType="1" res="-1.0069340467453003e-02" rms="4.0670821070671082e-01" purity="4.4176346063613892e-01" nType="0">
11213 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0527879241853952e-03" rms="4.1346985101699829e-01" purity="4.7852343320846558e-01" nType="-99"/>
11214 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5645431354641914e-02" rms="3.8700482249259949e-01" purity="3.5382571816444397e-01" nType="-99"/>
11215 </Node>
11216 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="1.8048599362373352e-02" rms="4.0938904881477356e-01" purity="5.7809728384017944e-01" nType="0">
11217 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.5018818238750100e-04" rms="3.9427158236503601e-01" purity="5.6206709146499634e-01" nType="-99"/>
11218 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0725333355367184e-02" rms="4.2497512698173523e-01" purity="5.9655928611755371e-01" nType="-99"/>
11219 </Node>
11220 </Node>
11221 </BinaryTree>
11222 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="973">
11223 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="7.0144432783126831e-01" cType="1" res="-1.0902720969170332e-03" rms="4.0227839350700378e-01" purity="5.0090998411178589e-01" nType="0">
11224 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.4456082880496979e-02" cType="1" res="-9.4905421137809753e-03" rms="4.0120872855186462e-01" purity="4.5392233133316040e-01" nType="0">
11225 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.1365830004215240e-03" rms="3.8941937685012817e-01" purity="3.6995309591293335e-01" nType="-99"/>
11226 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.6508559286594391e-03" rms="4.0866917371749878e-01" purity="5.1584053039550781e-01" nType="-99"/>
11227 </Node>
11228 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="1.3064242601394653e+00" cType="1" res="3.9245091378688812e-02" rms="4.0495544672012329e-01" purity="7.2652906179428101e-01" nType="0">
11229 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.7238996922969818e-02" rms="3.9693900942802429e-01" purity="7.5264477729797363e-01" nType="-99"/>
11230 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3103909790515900e-02" rms="4.2304727435112000e-01" purity="6.2692195177078247e-01" nType="-99"/>
11231 </Node>
11232 </Node>
11233 </BinaryTree>
11234 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="974">
11235 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.1000000000000000e+01" cType="1" res="4.4119837693870068e-03" rms="4.0920388698577881e-01" purity="5.0153517723083496e-01" nType="0">
11236 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="1.7998400330543518e-01" cType="1" res="1.0088898241519928e-02" rms="4.1186559200286865e-01" purity="5.0928711891174316e-01" nType="0">
11237 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.5872076191008091e-03" rms="4.0691524744033813e-01" purity="4.4263246655464172e-01" nType="-99"/>
11238 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6657972484827042e-03" rms="4.2222204804420471e-01" purity="6.6070508956909180e-01" nType="-99"/>
11239 </Node>
11240 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="5.7640242576599121e-01" cType="1" res="-3.9024297147989273e-02" rms="3.8547748327255249e-01" purity="4.4222173094749451e-01" nType="0">
11241 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0003516227006912e-02" rms="3.8759955763816833e-01" purity="2.7793830633163452e-01" nType="-99"/>
11242 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2479334836825728e-03" rms="3.7818041443824768e-01" purity="6.8761700391769409e-01" nType="-99"/>
11243 </Node>
11244 </Node>
11245 </BinaryTree>
11246 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="975">
11247 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="1.7352830171585083e+00" cType="1" res="-9.2823971062898636e-03" rms="4.0362280607223511e-01" purity="4.8549777269363403e-01" nType="0">
11248 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="1.6659319400787354e-02" cType="1" res="-1.2066940777003765e-02" rms="4.0454918146133423e-01" purity="4.7060573101043701e-01" nType="0">
11249 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.9108870811760426e-03" rms="4.0057083964347839e-01" purity="4.1863781213760376e-01" nType="-99"/>
11250 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8172994023188949e-03" rms="4.1038206219673157e-01" purity="5.5685168504714966e-01" nType="-99"/>
11251 </Node>
11252 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2871061451733112e-02" rms="3.8149526715278625e-01" purity="7.7130037546157837e-01" nType="-99"/>
11253 </Node>
11254 </BinaryTree>
11255 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="976">
11256 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="1.8101394176483154e-01" cType="1" res="6.5693152137100697e-03" rms="4.1061848402023315e-01" purity="5.0036281347274780e-01" nType="0">
11257 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.0476188659667969e+00" cType="1" res="1.6604879871010780e-02" rms="4.0484327077865601e-01" purity="4.3961852788925171e-01" nType="0">
11258 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9489098116755486e-02" rms="2.5923135876655579e-01" purity="1.3060554862022400e-01" nType="-99"/>
11259 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.7618650607764721e-03" rms="4.0932074189186096e-01" purity="4.5205533504486084e-01" nType="-99"/>
11260 </Node>
11261 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9879239797592163e+00" cType="1" res="-1.7879528924822807e-02" rms="4.2336478829383850e-01" purity="6.4834928512573242e-01" nType="0">
11262 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-8.5009681060910225e-03" rms="4.2440596222877502e-01" purity="6.2572139501571655e-01" nType="-99"/>
11263 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3369300402700901e-02" rms="4.1236859560012817e-01" purity="7.4901413917541504e-01" nType="-99"/>
11264 </Node>
11265 </Node>
11266 </BinaryTree>
11267 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="977">
11268 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.1228660345077515e+00" cType="1" res="6.5213153138756752e-03" rms="4.1287001967430115e-01" purity="5.0378429889678955e-01" nType="0">
11269 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="3.6000000000000000e+01" cType="1" res="1.0467568645253778e-03" rms="4.1264566779136658e-01" purity="4.8902940750122070e-01" nType="0">
11270 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.3152337633073330e-03" rms="4.1231197118759155e-01" purity="4.8332753777503967e-01" nType="-99"/>
11271 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5951832756400108e-02" rms="4.1162785887718201e-01" purity="5.4788142442703247e-01" nType="-99"/>
11272 </Node>
11273 <Node pos="r" depth="1" NCoef="0" IVar="1" Cut="7.4785959720611572e-01" cType="1" res="6.5994367003440857e-02" rms="4.1062268614768982e-01" purity="6.6407352685928345e-01" nType="0">
11274 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5892252102494240e-02" rms="4.1175937652587891e-01" purity="5.6594479084014893e-01" nType="-99"/>
11275 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0071768425405025e-02" rms="4.0746000409126282e-01" purity="7.3743802309036255e-01" nType="-99"/>
11276 </Node>
11277 </Node>
11278 </BinaryTree>
11279 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="978">
11280 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.6186659932136536e-02" cType="1" res="1.8638962646946311e-03" rms="4.0903896093368530e-01" purity="5.0044929981231689e-01" nType="0">
11281 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="6.0956114530563354e-01" cType="1" res="-5.9447539970278740e-03" rms="4.0499910712242126e-01" purity="4.6286261081695557e-01" nType="0">
11282 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9176897369325161e-03" rms="4.0427652001380920e-01" purity="4.4181269407272339e-01" nType="-99"/>
11283 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2184686958789825e-02" rms="4.1093567013740540e-01" purity="7.3574608564376831e-01" nType="-99"/>
11284 </Node>
11285 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="4.0149915218353271e-01" cType="1" res="2.4643106386065483e-02" rms="4.1977325081825256e-01" purity="6.1009627580642700e-01" nType="0">
11286 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1259083636105061e-02" rms="4.1792988777160645e-01" purity="6.0155016183853149e-01" nType="-99"/>
11287 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.9292404912412167e-03" rms="4.2157745361328125e-01" purity="6.3479900360107422e-01" nType="-99"/>
11288 </Node>
11289 </Node>
11290 </BinaryTree>
11291 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="979">
11292 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="2.2981259226799011e-01" cType="1" res="-4.7932574525475502e-03" rms="4.0318372845649719e-01" purity="5.0415158271789551e-01" nType="0">
11293 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.8615964055061340e-01" cType="1" res="-2.2880028933286667e-02" rms="3.8390147686004639e-01" purity="3.9528068900108337e-01" nType="0">
11294 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.2561669833958149e-03" rms="3.7764257192611694e-01" purity="3.7966448068618774e-01" nType="-99"/>
11295 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2221684455871582e-02" rms="4.1639769077301025e-01" purity="4.9390748143196106e-01" nType="-99"/>
11296 </Node>
11297 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="1.7069337889552116e-02" rms="4.2429807782173157e-01" purity="6.3575059175491333e-01" nType="0">
11298 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.0328642800450325e-02" rms="4.1073068976402283e-01" purity="6.6406279802322388e-01" nType="-99"/>
11299 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.4566086833365262e-04" rms="4.2639717459678650e-01" purity="6.2830942869186401e-01" nType="-99"/>
11300 </Node>
11301 </Node>
11302 </BinaryTree>
11303 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="980">
11304 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5237176120281219e-02" cType="1" res="-6.1419773846864700e-03" rms="4.0817064046859741e-01" purity="4.8794344067573547e-01" nType="0">
11305 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.2142856597900391e+01" cType="1" res="-9.8671363666653633e-03" rms="4.0743553638458252e-01" purity="4.7753769159317017e-01" nType="0">
11306 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.4279142059385777e-03" rms="4.0523630380630493e-01" purity="4.5875626802444458e-01" nType="-99"/>
11307 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.3161703031510115e-03" rms="4.1209128499031067e-01" purity="5.2456170320510864e-01" nType="-99"/>
11308 </Node>
11309 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.6420595347881317e-02" rms="4.1551715135574341e-01" purity="6.7583620548248291e-01" nType="-99"/>
11310 </Node>
11311 </BinaryTree>
11312 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="981">
11313 <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="4.4911789894104004e-01" cType="1" res="1.0385495610535145e-02" rms="4.1037687659263611e-01" purity="5.1195365190505981e-01" nType="0">
11314 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="8.1909298896789551e-02" cType="1" res="2.1947901695966721e-02" rms="4.1230699419975281e-01" purity="4.4665554165840149e-01" nType="0">
11315 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.2742032827809453e-04" rms="3.9621034264564514e-01" purity="3.4752684831619263e-01" nType="-99"/>
11316 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1107922531664371e-02" rms="4.2825624346733093e-01" purity="5.5534750223159790e-01" nType="-99"/>
11317 </Node>
11318 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="7.8985846042633057e-01" cType="1" res="-2.0143877714872360e-02" rms="4.0364772081375122e-01" purity="6.8436688184738159e-01" nType="0">
11319 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.5148012042045593e-03" rms="4.3050369620323181e-01" purity="6.1240917444229126e-01" nType="-99"/>
11320 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="9.4957910478115082e-03" rms="3.2032337784767151e-01" purity="8.6976915597915649e-01" nType="-99"/>
11321 </Node>
11322 </Node>
11323 </BinaryTree>
11324 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="982">
11325 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.3809660226106644e-02" cType="1" res="7.7887210063636303e-03" rms="4.0508928894996643e-01" purity="5.0559550523757935e-01" nType="0">
11326 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="6.5078943967819214e-01" cType="1" res="1.5032587572932243e-02" rms="3.9908674359321594e-01" purity="4.8770898580551147e-01" nType="0">
11327 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8473062664270401e-03" rms="3.9959645271301270e-01" purity="4.3083867430686951e-01" nType="-99"/>
11328 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5138801187276840e-02" rms="3.9437496662139893e-01" purity="7.4396610260009766e-01" nType="-99"/>
11329 </Node>
11330 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.1952915191650391e+00" cType="1" res="-1.4063336886465549e-02" rms="4.2192786931991577e-01" purity="5.5955249071121216e-01" nType="0">
11331 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-7.6604131609201431e-03" rms="4.2049923539161682e-01" purity="5.3430098295211792e-01" nType="-99"/>
11332 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4977375976741314e-02" rms="4.2212954163551331e-01" purity="6.9174325466156006e-01" nType="-99"/>
11333 </Node>
11334 </Node>
11335 </BinaryTree>
11336 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="983">
11337 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="9.5234345644712448e-03" cType="1" res="-2.2729381453245878e-03" rms="4.0367951989173889e-01" purity="4.9717295169830322e-01" nType="0">
11338 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="3.0290761590003967e-01" cType="1" res="-2.2294340655207634e-02" rms="3.9427161216735840e-01" purity="4.3924599885940552e-01" nType="0">
11339 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8742097094655037e-03" rms="3.9483073353767395e-01" purity="3.2103329896926880e-01" nType="-99"/>
11340 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2842429801821709e-02" rms="3.9236888289451599e-01" purity="5.1308041810989380e-01" nType="-99"/>
11341 </Node>
11342 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.1454342864453793e-02" cType="1" res="1.7982313409447670e-02" rms="4.1199040412902832e-01" purity="5.5577647686004639e-01" nType="0">
11343 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2480470836162567e-02" rms="4.0934571623802185e-01" purity="5.2666205167770386e-01" nType="-99"/>
11344 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3544027935713530e-03" rms="4.1112318634986877e-01" purity="5.5884337425231934e-01" nType="-99"/>
11345 </Node>
11346 </Node>
11347 </BinaryTree>
11348 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="984">
11349 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="8.8571424484252930e+00" cType="1" res="2.0905912388116121e-03" rms="4.1554290056228638e-01" purity="4.8662263154983521e-01" nType="0">
11350 <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="5.3973424434661865e-01" cType="1" res="4.0095590054988861e-02" rms="3.8543915748596191e-01" purity="4.4502076506614685e-01" nType="0">
11351 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.2381219789385796e-03" rms="3.7589082121849060e-01" purity="3.1860661506652832e-01" nType="-99"/>
11352 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.7731824666261673e-02" rms="3.9749759435653687e-01" purity="7.3114436864852905e-01" nType="-99"/>
11353 </Node>
11354 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="2.4507252871990204e-01" cType="1" res="-7.5439624488353729e-03" rms="4.2229092121124268e-01" purity="4.9716898798942566e-01" nType="0">
11355 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.6857888810336590e-03" rms="3.9920425415039062e-01" purity="2.8939428925514221e-01" nType="-99"/>
11356 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.3788749501109123e-03" rms="4.3421739339828491e-01" purity="6.1417502164840698e-01" nType="-99"/>
11357 </Node>
11358 </Node>
11359 </BinaryTree>
11360 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="985">
11361 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="3.8087885826826096e-02" cType="1" res="-5.2417209371924400e-03" rms="4.0546378493309021e-01" purity="4.9399134516716003e-01" nType="0">
11362 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="3.4453768283128738e-02" cType="1" res="-1.0848438367247581e-02" rms="4.0445712208747864e-01" purity="4.7642835974693298e-01" nType="0">
11363 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1709371358156204e-03" rms="4.0345335006713867e-01" purity="4.7576615214347839e-01" nType="-99"/>
11364 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5652812793850899e-02" rms="4.1975635290145874e-01" purity="4.9299469590187073e-01" nType="-99"/>
11365 </Node>
11366 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.4332146644592285e-02" cType="1" res="3.4863345324993134e-02" rms="4.1036519408226013e-01" purity="6.1962002515792847e-01" nType="0">
11367 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5968820080161095e-02" rms="4.1816133260726929e-01" purity="6.3224530220031738e-01" nType="-99"/>
11368 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.7908711712807417e-04" rms="3.9781674742698669e-01" purity="6.0362160205841064e-01" nType="-99"/>
11369 </Node>
11370 </Node>
11371 </BinaryTree>
11372 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="986">
11373 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="9.1952800750732422e-01" cType="1" res="9.9488515406847000e-03" rms="4.0389201045036316e-01" purity="5.1078581809997559e-01" nType="0">
11374 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="4.0000000000000000e+01" cType="1" res="3.4232588950544596e-03" rms="4.0375807881355286e-01" purity="4.9179661273956299e-01" nType="0">
11375 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.0734100406989455e-04" rms="4.0150588750839233e-01" purity="4.8732912540435791e-01" nType="-99"/>
11376 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5210287421941757e-02" rms="4.2879348993301392e-01" purity="5.6408989429473877e-01" nType="-99"/>
11377 </Node>
11378 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="9.3480730056762695e-01" cType="1" res="6.8921923637390137e-02" rms="4.0030455589294434e-01" purity="6.8239426612854004e-01" nType="0">
11379 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.8607392460107803e-02" rms="3.9954745769500732e-01" purity="5.6904190778732300e-01" nType="-99"/>
11380 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.6805121973156929e-03" rms="3.9467811584472656e-01" purity="7.3153245449066162e-01" nType="-99"/>
11381 </Node>
11382 </Node>
11383 </BinaryTree>
11384 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="987">
11385 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="2.4177670478820801e-01" cType="1" res="-1.9787191413342953e-03" rms="3.9742994308471680e-01" purity="5.0865763425827026e-01" nType="0">
11386 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="2.2857143402099609e+01" cType="1" res="-2.9808005318045616e-02" rms="3.4982526302337646e-01" purity="2.0090140402317047e-01" nType="0">
11387 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.7469429187476635e-03" rms="3.5349732637405396e-01" purity="2.0630189776420593e-01" nType="-99"/>
11388 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.8223965317010880e-02" rms="3.3237126469612122e-01" purity="1.8627287447452545e-01" nType="-99"/>
11389 </Node>
11390 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="4.2857728898525238e-02" cType="1" res="1.0906932875514030e-02" rms="4.1700962185859680e-01" purity="6.5115648508071899e-01" nType="0">
11391 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4492436572909355e-03" rms="4.1659122705459595e-01" purity="6.5475147962570190e-01" nType="-99"/>
11392 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.7107347026467323e-02" rms="4.1545033454895020e-01" purity="6.0335773229598999e-01" nType="-99"/>
11393 </Node>
11394 </Node>
11395 </BinaryTree>
11396 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="988">
11397 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2000000000000000e+01" cType="1" res="-1.1487203650176525e-02" rms="3.9784902334213257e-01" purity="4.9243533611297607e-01" nType="0">
11398 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.6640921831130981e+00" cType="1" res="-1.7301015555858612e-02" rms="3.9843365550041199e-01" purity="4.8765638470649719e-01" nType="0">
11399 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-6.5744551829993725e-03" rms="3.9888536930084229e-01" purity="4.6291869878768921e-01" nType="-99"/>
11400 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="8.7287658825516701e-03" rms="3.9125660061836243e-01" purity="7.0344245433807373e-01" nType="-99"/>
11401 </Node>
11402 <Node pos="r" depth="1" NCoef="0" IVar="5" Cut="1.6634862869977951e-02" cType="1" res="2.8034659102559090e-02" rms="3.9157038927078247e-01" purity="5.2492266893386841e-01" nType="0">
11403 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.1348126940429211e-03" rms="3.7485438585281372e-01" purity="4.4725590944290161e-01" nType="-99"/>
11404 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.3558309301733971e-02" rms="4.0876263380050659e-01" purity="6.4273548126220703e-01" nType="-99"/>
11405 </Node>
11406 </Node>
11407 </BinaryTree>
11408 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="989">
11409 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="1.4280545711517334e+00" cType="1" res="-1.8439178820699453e-03" rms="4.0645372867584229e-01" purity="4.9639010429382324e-01" nType="0">
11410 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="9.5384293794631958e-01" cType="1" res="5.3722811862826347e-03" rms="4.0456739068031311e-01" purity="4.8676180839538574e-01" nType="0">
11411 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.0522613562643528e-04" rms="4.0183657407760620e-01" purity="4.6982637047767639e-01" nType="-99"/>
11412 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3652895577251911e-02" rms="4.3302789330482483e-01" purity="6.8874764442443848e-01" nType="-99"/>
11413 </Node>
11414 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.4142857551574707e+01" cType="1" res="-7.4102729558944702e-02" rms="4.1806834936141968e-01" purity="5.9280192852020264e-01" nType="0">
11415 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.6080638468265533e-03" rms="4.0654456615447998e-01" purity="6.3836491107940674e-01" nType="-99"/>
11416 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.7493642419576645e-02" rms="4.2674660682678223e-01" purity="5.3044408559799194e-01" nType="-99"/>
11417 </Node>
11418 </Node>
11419 </BinaryTree>
11420 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="990">
11421 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="3.6004444956779480e-01" cType="1" res="-1.0757567360997200e-03" rms="4.0878653526306152e-01" purity="4.8818895220756531e-01" nType="0">
11422 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.3998996615409851e-01" cType="1" res="6.1613563448190689e-03" rms="4.0573799610137939e-01" purity="4.6744239330291748e-01" nType="0">
11423 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.5838288527447730e-04" rms="4.0276774764060974e-01" purity="4.3514075875282288e-01" nType="-99"/>
11424 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.5023935586214066e-02" rms="4.2434149980545044e-01" purity="7.1543151140213013e-01" nType="-99"/>
11425 </Node>
11426 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="8.1535351276397705e-01" cType="1" res="-5.2511360496282578e-02" rms="4.2630547285079956e-01" purity="6.3563889265060425e-01" nType="0">
11427 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.0248314142227173e-03" rms="4.4399204850196838e-01" purity="6.2443339824676514e-01" nType="-99"/>
11428 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.1726075559854507e-02" rms="4.1739329695701599e-01" purity="6.3962602615356445e-01" nType="-99"/>
11429 </Node>
11430 </Node>
11431 </BinaryTree>
11432 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="991">
11433 <Node pos="s" depth="0" NCoef="0" IVar="0" Cut="1.8318384885787964e+00" cType="1" res="7.8953104093670845e-03" rms="4.0616497397422791e-01" purity="5.1013779640197754e-01" nType="0">
11434 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="4.2783442139625549e-01" cType="1" res="9.7880251705646515e-03" rms="4.0609732270240784e-01" purity="5.1034194231033325e-01" nType="0">
11435 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4681632164865732e-03" rms="4.0438008308410645e-01" purity="4.8624607920646667e-01" nType="-99"/>
11436 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.4648109674453735e-02" rms="4.1940227150917053e-01" purity="7.3886609077453613e-01" nType="-99"/>
11437 </Node>
11438 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.8043158575892448e-02" rms="4.0179988741874695e-01" purity="5.0210362672805786e-01" nType="-99"/>
11439 </Node>
11440 </BinaryTree>
11441 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="992">
11442 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="3.2000000000000000e+01" cType="1" res="3.0647921375930309e-03" rms="4.0957263112068176e-01" purity="4.9366250634193420e-01" nType="0">
11443 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="5.9047617912292480e+00" cType="1" res="-3.3685097005218267e-03" rms="4.0572404861450195e-01" purity="4.9121242761611938e-01" nType="0">
11444 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2350843995809555e-02" rms="3.4847861528396606e-01" purity="2.4606581032276154e-01" nType="-99"/>
11445 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.7741896812804043e-04" rms="4.0975221991539001e-01" purity="5.1150608062744141e-01" nType="-99"/>
11446 </Node>
11447 <Node pos="r" depth="1" NCoef="0" IVar="4" Cut="3.0365118384361267e-01" cType="1" res="4.7541167587041855e-02" rms="4.3264085054397583e-01" purity="5.1060086488723755e-01" nType="0">
11448 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.8161590918898582e-02" rms="4.2197740077972412e-01" purity="4.4118154048919678e-01" nType="-99"/>
11449 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.4428715482354164e-03" rms="4.3608969449996948e-01" purity="5.5353671312332153e-01" nType="-99"/>
11450 </Node>
11451 </Node>
11452 </BinaryTree>
11453 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="993">
11454 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="4.5237135142087936e-02" cType="1" res="1.8912350758910179e-02" rms="4.0379887819290161e-01" purity="5.1613581180572510e-01" nType="0">
11455 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="7.2395402193069458e-01" cType="1" res="2.1437425166368484e-02" rms="4.0348160266876221e-01" purity="5.1480132341384888e-01" nType="0">
11456 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2594039589166641e-03" rms="4.0349784493446350e-01" purity="4.9737638235092163e-01" nType="-99"/>
11457 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.8443051725625992e-02" rms="4.0040412545204163e-01" purity="7.7085745334625244e-01" nType="-99"/>
11458 </Node>
11459 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.1337985284626484e-02" rms="4.0662962198257446e-01" purity="5.4877728223800659e-01" nType="-99"/>
11460 </Node>
11461 </BinaryTree>
11462 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="994">
11463 <Node pos="s" depth="0" NCoef="0" IVar="6" Cut="1.3285714149475098e+01" cType="1" res="-2.2966011601965874e-04" rms="4.0616014599800110e-01" purity="4.9588313698768616e-01" nType="0">
11464 <Node pos="l" depth="1" NCoef="0" IVar="2" Cut="1.1831095218658447e+00" cType="1" res="2.3344250395894051e-02" rms="4.0052425861358643e-01" purity="4.9094319343566895e-01" nType="0">
11465 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.0332414880394936e-02" rms="3.9545735716819763e-01" purity="4.7774139046669006e-01" nType="-99"/>
11466 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.2711195275187492e-02" rms="4.2569065093994141e-01" purity="5.7733553647994995e-01" nType="-99"/>
11467 </Node>
11468 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="4.8181337118148804e-01" cType="1" res="-1.6665158793330193e-02" rms="4.0924096107482910e-01" purity="4.9932724237442017e-01" nType="0">
11469 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-9.1917533427476883e-03" rms="4.0399095416069031e-01" purity="4.0601667761802673e-01" nType="-99"/>
11470 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="3.6816387437283993e-03" rms="4.1724243760108948e-01" purity="6.7422890663146973e-01" nType="-99"/>
11471 </Node>
11472 </Node>
11473 </BinaryTree>
11474 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="995">
11475 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="1.3104119300842285e+00" cType="1" res="-5.0623565912246704e-03" rms="4.0420395135879517e-01" purity="4.9376538395881653e-01" nType="0">
11476 <Node pos="l" depth="1" NCoef="0" IVar="4" Cut="1.5253655612468719e-01" cType="1" res="-1.5420742565765977e-03" rms="4.0421000123023987e-01" purity="4.8547875881195068e-01" nType="0">
11477 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.2837944328784943e-02" rms="2.9604253172874451e-01" purity="1.5735295414924622e-01" nType="-99"/>
11478 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.2558654416352510e-03" rms="4.1372263431549072e-01" purity="5.2084755897521973e-01" nType="-99"/>
11479 </Node>
11480 <Node pos="r" depth="1" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.6201855391263962e-02" rms="3.9769297838211060e-01" purity="6.5817648172378540e-01" nType="-99"/>
11481 </Node>
11482 </BinaryTree>
11483 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="996">
11484 <Node pos="s" depth="0" NCoef="0" IVar="2" Cut="7.1697884798049927e-01" cType="1" res="-4.2589907534420490e-03" rms="4.0668839216232300e-01" purity="4.9254873394966125e-01" nType="0">
11485 <Node pos="l" depth="1" NCoef="0" IVar="1" Cut="2.9192358255386353e-01" cType="1" res="4.4068549759685993e-03" rms="4.0244540572166443e-01" purity="4.5600649714469910e-01" nType="0">
11486 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.9694075025618076e-04" rms="3.9917689561843872e-01" purity="4.3276607990264893e-01" nType="-99"/>
11487 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.9822841510176659e-02" rms="4.3165591359138489e-01" purity="7.2561609745025635e-01" nType="-99"/>
11488 </Node>
11489 <Node pos="r" depth="1" NCoef="0" IVar="6" Cut="1.6190475463867188e+01" cType="1" res="-3.4725040197372437e-02" rms="4.1984876990318298e-01" purity="6.2101829051971436e-01" nType="0">
11490 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="5.2769610192626715e-04" rms="4.2664021253585815e-01" purity="6.5523880720138550e-01" nType="-99"/>
11491 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9741628095507622e-02" rms="3.9681851863861084e-01" purity="5.5468380451202393e-01" nType="-99"/>
11492 </Node>
11493 </Node>
11494 </BinaryTree>
11495 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="997">
11496 <Node pos="s" depth="0" NCoef="0" IVar="4" Cut="8.8616597652435303e-01" cType="1" res="5.1399865187704563e-03" rms="4.0217110514640808e-01" purity="5.0338578224182129e-01" nType="0">
11497 <Node pos="l" depth="1" NCoef="0" IVar="6" Cut="1.2000000000000000e+01" cType="1" res="-3.0856442172080278e-03" rms="4.0565821528434753e-01" purity="4.5289811491966248e-01" nType="0">
11498 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.2608124464750290e-03" rms="3.9877972006797791e-01" purity="4.5026966929435730e-01" nType="-99"/>
11499 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-4.9124378710985184e-03" rms="4.0860983729362488e-01" purity="4.5434474945068359e-01" nType="-99"/>
11500 </Node>
11501 <Node pos="r" depth="1" NCoef="0" IVar="3" Cut="2.1385735273361206e-01" cType="1" res="4.5108374208211899e-02" rms="3.8226637244224548e-01" purity="7.4870550632476807e-01" nType="0">
11502 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.1765174344182014e-02" rms="4.3358698487281799e-01" purity="6.0166698694229126e-01" nType="-99"/>
11503 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="4.2951912619173527e-03" rms="3.3634725213050842e-01" purity="8.5460239648818970e-01" nType="-99"/>
11504 </Node>
11505 </Node>
11506 </BinaryTree>
11507 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="998">
11508 <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="2.6189984753727913e-02" cType="1" res="6.9159734994173050e-03" rms="4.0545341372489929e-01" purity="5.0724834203720093e-01" nType="0">
11509 <Node pos="l" depth="1" NCoef="0" IVar="0" Cut="1.0667253732681274e+00" cType="1" res="-1.4345193048939109e-03" rms="4.0446940064430237e-01" purity="4.6541348099708557e-01" nType="0">
11510 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6436697915196419e-03" rms="4.0391784906387329e-01" purity="4.4880300760269165e-01" nType="-99"/>
11511 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.3764859177172184e-02" rms="4.0772229433059692e-01" purity="6.6394901275634766e-01" nType="-99"/>
11512 </Node>
11513 <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="6.8930554389953613e-01" cType="1" res="3.0199481174349785e-02" rms="4.0728133916854858e-01" purity="6.2389558553695679e-01" nType="0">
11514 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="1.1701403185725212e-02" rms="4.0385407209396362e-01" purity="6.3085895776748657e-01" nType="-99"/>
11515 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4792199246585369e-02" rms="4.1994166374206543e-01" purity="5.7564592361450195e-01" nType="-99"/>
11516 </Node>
11517 </Node>
11518 </BinaryTree>
11519 <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="999">
11520 <Node pos="s" depth="0" NCoef="0" IVar="1" Cut="4.0637990832328796e-01" cType="1" res="-2.4039752781391144e-02" rms="4.0654686093330383e-01" purity="4.6603766083717346e-01" nType="0">
11521 <Node pos="l" depth="1" NCoef="0" IVar="5" Cut="2.8560908511281013e-02" cType="1" res="-1.8088359385728836e-02" rms="4.0316626429557800e-01" purity="4.4886922836303711e-01" nType="0">
11522 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.4488992057740688e-03" rms="3.9691868424415588e-01" purity="4.3877261877059937e-01" nType="-99"/>
11523 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.6767507418990135e-02" rms="4.2708373069763184e-01" purity="4.9359750747680664e-01" nType="-99"/>
11524 </Node>
11525 <Node pos="r" depth="1" NCoef="0" IVar="2" Cut="1.9642145633697510e+00" cType="1" res="-7.4738480150699615e-02" rms="4.3096029758453369e-01" purity="6.1229246854782104e-01" nType="0">
11526 <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.9560878872871399e-02" rms="4.3767780065536499e-01" purity="5.3497016429901123e-01" nType="-99"/>
11527 <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-5.7879383675754070e-03" rms="4.1548141837120056e-01" purity="7.1574294567108154e-01" nType="-99"/>
11528 </Node>
11529 </Node>
11530 </BinaryTree>
11531 </Weights>
11532 </MethodSetup>
