Warning, /analysis/ElectronID/src/dataset/Weights_negative/TMVAClassification_BDT.weights.xml is written in an unsupported language. File is not indexed.
0001 <?xml version="1.0"?>
0002 <MethodSetup Method="BDT::BDT">
0003 <GeneralInfo>
0004 <Info name="TMVA Release" value="4.2.1 [262657]"/>
0005 <Info name="ROOT Release" value="6.24/06 [399366]"/>
0006 <Info name="Creator" value="weihu"/>
0007 <Info name="Date" value="Tue Apr 12 13:31:09 2022"/>
0008 <Info name="Host" value="Linux SFT-ubuntu-1804-2 4.15.0-154-generic #161-Ubuntu SMP Fri Jul 30 13:04:17 UTC 2021 x86_64 x86_64 x86_64 GNU/Linux"/>
0009 <Info name="Dir" value="/mnt/f/sPHSimu/sPHENIX/MVA/TMVAClassification"/>
0010 <Info name="Training events" value="8200"/>
0011 <Info name="TrainingTime" value="9.65961933e-01"/>
0012 <Info name="AnalysisType" value="Classification"/>
0013 </GeneralInfo>
0014 <Options>
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0017 <Option name="VarTransform" modified="No">None</Option>
0018 <Option name="H" modified="Yes">False</Option>
0019 <Option name="CreateMVAPdfs" modified="No">False</Option>
0020 <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
0021 <Option name="NTrees" modified="Yes">850</Option>
0022 <Option name="MaxDepth" modified="Yes">3</Option>
0023 <Option name="MinNodeSize" modified="Yes">2.5%</Option>
0024 <Option name="nCuts" modified="Yes">20</Option>
0025 <Option name="BoostType" modified="Yes">AdaBoost</Option>
0026 <Option name="AdaBoostR2Loss" modified="No">quadratic</Option>
0027 <Option name="UseBaggedBoost" modified="Yes">True</Option>
0028 <Option name="Shrinkage" modified="No">1.000000e+00</Option>
0029 <Option name="AdaBoostBeta" modified="Yes">5.000000e-01</Option>
0030 <Option name="UseRandomisedTrees" modified="No">False</Option>
0031 <Option name="UseNvars" modified="No">2</Option>
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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>
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0050 <Option name="PruneMethod" modified="No">nopruning</Option>
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0058 <Option name="NNodesMax" modified="No">0</Option>
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