Warning, /analysis/HF-Particle/HFTrigger/weights/wCalo/TMVAClassification_BDT.weights.xml is written in an unsupported language. File is not indexed.
0001 <?xml version="1.0"?>
0002 <MethodSetup Method="BDT::BDT">
0003 <GeneralInfo>
0004 <Info name="TMVA Release" value="4.2.1 [262657]"/>
0005 <Info name="ROOT Release" value="6.22/02 [398850]"/>
0006 <Info name="Creator" value="cdean"/>
0007 <Info name="Date" value="Tue Apr 20 16:50:46 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="6.94352388e+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">850</Option>
0022 <Option name="MaxDepth" modified="Yes">3</Option>
0023 <Option name="MinNodeSize" modified="Yes">2.5%</Option>
0024 <Option name="nCuts" modified="Yes">20</Option>
0025 <Option name="BoostType" modified="Yes">AdaBoost</Option>
0026 <Option name="AdaBoostR2Loss" modified="No">quadratic</Option>
0027 <Option name="UseBaggedBoost" modified="Yes">True</Option>
0028 <Option name="Shrinkage" modified="No">1.000000e+00</Option>
0029 <Option name="AdaBoostBeta" modified="Yes">5.000000e-01</Option>
0030 <Option name="UseRandomisedTrees" modified="No">False</Option>
0031 <Option name="UseNvars" modified="No">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">inverseboostnegweights</Option>
0036 <Option name="Css" modified="No">1.000000e+00</Option>
0037 <Option name="Cts_sb" modified="No">1.000000e+00</Option>
0038 <Option name="Ctb_ss" modified="No">1.000000e+00</Option>
0039 <Option name="Cbb" modified="No">1.000000e+00</Option>
0040 <Option name="NodePurityLimit" modified="No">5.000000e-01</Option>
0041 <Option name="SeparationType" modified="Yes">giniindex</Option>
0042 <Option name="RegressionLossFunctionBDTG" modified="No">huber</Option>
0043 <Option name="HuberQuantile" modified="No">7.000000e-01</Option>
0044 <Option name="DoBoostMonitor" modified="No">False</Option>
0045 <Option name="UseFisherCuts" modified="No">False</Option>
0046 <Option name="MinLinCorrForFisher" modified="No">8.000000e-01</Option>
0047 <Option name="UseExclusiveVars" modified="No">False</Option>
0048 <Option name="DoPreselection" modified="No">False</Option>
0049 <Option name="SigToBkgFraction" modified="No">1.000000e+00</Option>
0050 <Option name="PruneMethod" modified="No">nopruning</Option>
0051 <Option name="PruneStrength" modified="No">0.000000e+00</Option>
0052 <Option name="PruningValFraction" modified="No">5.000000e-01</Option>
0053 <Option name="SkipNormalization" modified="No">False</Option>
0054 <Option name="nEventsMin" modified="No">0</Option>
0055 <Option name="UseBaggedGrad" modified="No">False</Option>
0056 <Option name="GradBaggingFraction" modified="No">5.000000e-01</Option>
0057 <Option name="UseNTrainEvents" modified="No">0</Option>
0058 <Option name="NNodesMax" modified="No">0</Option>
0059 </Options>
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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"/>
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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"/>
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