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WH_BDT8.weights.xml
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WH_BDT8.weights.xml
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<?xml version="1.0" encoding="UTF-8"?>
<MethodSetup Method="BDT::BDT8">
<GeneralInfo>
<Info name="TMVA Release" value="4.1.2 [262402]"/>
<Info name="ROOT Release" value="5.30/01 [335361]"/>
<Info name="Creator" value="aburgmei"/>
<Info name="Date" value="Tue Feb 5 14:27:50 2013"/>
<Info name="Host" value="Linux tcx020.naf.desy.de 2.6.18-238.9.1.el5 #1 SMP Tue Apr 12 18:53:46 EDT 2011 x86_64 x86_64 x86_64 GNU/Linux"/>
<Info name="Dir" value="/scratch/hh/lustre/cms/user/aburgmei/WH_Analysis/WH_Analysis/MVA"/>
<Info name="Training events" value="133853"/>
<Info name="TrainingTime" value="3.70827401e+01"/>
<Info name="AnalysisType" value="Classification"/>
</GeneralInfo>
<Options>
<Option name="V" modified="No">False</Option>
<Option name="VerbosityLevel" modified="No">Default</Option>
<Option name="VarTransform" modified="No">None</Option>
<Option name="H" modified="No">False</Option>
<Option name="CreateMVAPdfs" modified="No">False</Option>
<Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
<Option name="NTrees" modified="No">400</Option>
<Option name="RenormByClass" modified="No">False</Option>
<Option name="BoostType" modified="No">AdaBoost</Option>
<Option name="AdaBoostR2Loss" modified="No">quadratic</Option>
<Option name="UseBaggedGrad" modified="No">False</Option>
<Option name="GradBaggingFraction" modified="No">6.000000e-01</Option>
<Option name="Shrinkage" modified="No">1.000000e+00</Option>
<Option name="AdaBoostBeta" modified="No">1.000000e+00</Option>
<Option name="UseRandomisedTrees" modified="No">False</Option>
<Option name="UseNvars" modified="No">2</Option>
<Option name="UsePoissonNvars" modified="No">True</Option>
<Option name="UseNTrainEvents" modified="No">133853</Option>
<Option name="UseWeightedTrees" modified="No">True</Option>
<Option name="UseYesNoLeaf" modified="No">True</Option>
<Option name="NodePurityLimit" modified="No">5.000000e-01</Option>
<Option name="SeparationType" modified="No">giniindex</Option>
<Option name="nEventsMin" modified="No">535</Option>
<Option name="nCuts" modified="No">20</Option>
<Option name="UseFisherCuts" modified="No">False</Option>
<Option name="MinLinCorrForFisher" modified="No">8.000000e-01</Option>
<Option name="UseExclusiveVars" modified="No">False</Option>
<Option name="PruneStrength" modified="No">0.000000e+00</Option>
<Option name="PruneMethod" modified="No">nopruning</Option>
<Option name="PruneBeforeBoost" modified="No">False</Option>
<Option name="PruningValFraction" modified="No">5.000000e-01</Option>
<Option name="NNodesMax" modified="Yes">8</Option>
<Option name="MaxDepth" modified="No">3</Option>
<Option name="DoBoostMonitor" modified="No">False</Option>
<Option name="NegWeightTreatment" modified="No">inverseboostnegweights</Option>
</Options>
<Variables NVar="5">
<Variable VarIndex="0" Expression="LeadPt" Label="LeadPt" Title="Leading tau transverse momentum" Unit="F" Internal="LeadPt" Type="F" Min="2.50000248e+01" Max="7.10791687e+02"/>
<Variable VarIndex="1" Expression="SubPt" Label="SubPt" Title="Subleading tau transverse momentum" Unit="F" Internal="SubPt" Type="F" Min="2.00002270e+01" Max="5.45698120e+02"/>
<Variable VarIndex="2" Expression="Met" Label="Met" Title="Missing transverse energy" Unit="F" Internal="Met" Type="F" Min="6.66915059e-01" Max="2.56951245e+03"/>
<Variable VarIndex="3" Expression="DeltaRDiTau" Label="DeltaRDiTau" Title="#Delta R between the two taus" Unit="F" Internal="DeltaRDiTau" Type="F" Min="5.00080884e-01" Max="5.47938204e+00"/>
<Variable VarIndex="4" Expression="PtRatio" Label="PtRatio" Title="di-tau p_{T} over scalar sum of the tau p_{T}" Unit="F" Internal="PtRatio" Type="F" Min="1.37735938e-03" Max="1.00000000e+00"/>
</Variables>
<Spectators NSpec="0"/>
<Classes NClass="2">
<Class Name="Signal" Index="0"/>
<Class Name="Background" Index="1"/>
</Classes>
<Transformations NTransformations="0"/>
<MVAPdfs/>
<Weights NTrees="400" AnalysisType="0">
<BinaryTree type="DecisionTree" boostWeight="3.5567291178472216e+00" itree="0">
<Node pos="s" depth="0" NCoef="0" IVar="-1" Cut="5.7656768798828125e+01" cType="0" res="-9.9000000000000000e+01" rms="0.0000000000000000e+00" purity="2.7740506455302238e-02" nType="-1"/>
</BinaryTree>
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