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0001 <?xml version="1.0"?>
0002 <MethodSetup Method="LD::LD">
0003 <GeneralInfo>
0004 <Info name="TMVA Release" value="4.2.0 [262656]"/>
0005 <Info name="ROOT Release" value="5.34/38 [336422]"/>
0006 <Info name="Creator" value="vassalli"/>
0007 <Info name="Date" value="Wed Jan 23 17:52:07 2019"/>
0008 <Info name="Host" value="Linux cvmfswrite02.sdcc.bnl.gov 3.10.0-693.11.6.el7.x86_64 #1 SMP Wed Jan 3 18:09:42 CST 2018 x86_64 x86_64 x86_64 GNU/Linux"/>
0009 <Info name="Dir" value="/direct/phenix+u/vassalli/sphenix/single/Training"/>
0010 <Info name="Training events" value="2540"/>
0011 <Info name="TrainingTime" value="5.17106056e-03"/>
0012 <Info name="AnalysisType" value="Classification"/>
0013 </GeneralInfo>
0014 <Options>
0015 <Option name="V" modified="No">False</Option>
0016 <Option name="VerbosityLevel" modified="No">Default</Option>
0017 <Option name="VarTransform" modified="No">None</Option>
0018 <Option name="H" modified="No">False</Option>
0019 <Option name="CreateMVAPdfs" modified="No">False</Option>
0020 <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
0021 </Options>
0022 <Variables NVar="10">
0023 <Variable VarIndex="0" Expression="track_deta" Label="track_deta" Title="track_deta" Unit="" Internal="track_deta" Type="F" Min="4.76837158e-07" Max="1.92375803e+00"/>
0024 <Variable VarIndex="1" Expression="track_dlayer" Label="track_dlayer" Title="track_dlayer" Unit="" Internal="track_dlayer" Type="I" Min="0.00000000e+00" Max="1.40000000e+01"/>
0025 <Variable VarIndex="2" Expression="track_layer" Label="track_layer" Title="track_layer" Unit="" Internal="track_layer" Type="I" Min="0.00000000e+00" Max="2.30000000e+01"/>
0026 <Variable VarIndex="3" Expression="track_pT" Label="track_pT" Title="track_pT" Unit="" Internal="track_pT" Type="F" Min="2.38087445e-01" Max="3.41584282e+01"/>
0027 <Variable VarIndex="4" Expression="approach_dist" Label="approach_dist" Title="approach_dist" Unit="" Internal="approach_dist" Type="F" Min="1.40332131e-05" Max="1.28133030e+01"/>
0028 <Variable VarIndex="5" Expression="vtx_radius" Label="vtx_radius" Title="vtx_radius" Unit="" Internal="vtx_radius" Type="F" Min="5.07211098e-06" Max="2.09999390e+01"/>
0029 <Variable VarIndex="6" Expression="vtxTrack_dist" Label="vtxTrack_dist" Title="vtxTrack_dist" Unit="" Internal="vtxTrack_dist" Type="F" Min="2.58899499e-02" Max="8.61121941e+00"/>
0030 <Variable VarIndex="7" Expression="photon_m" Label="photon_m" Title="photon_m" Unit="" Internal="photon_m" Type="F" Min="1.04448044e+00" Max="7.13936157e+02"/>
0031 <Variable VarIndex="8" Expression="photon_pT" Label="photon_pT" Title="photon_pT" Unit="" Internal="photon_pT" Type="F" Min="2.09014416e-02" Max="5.00876709e+03"/>
0032 <Variable VarIndex="9" Expression="cluster_prob" Label="cluster_prob" Title="cluster_prob" Unit="" Internal="cluster_prob" Type="F" Min="0.00000000e+00" Max="9.99874175e-01"/>
0033 </Variables>
0034 <Spectators NSpec="1">
0035 <Spectator SpecIndex="0" Expression="vtx_chi2" Label="vtx_chi2" Title="F" Unit="" Internal="vtx_chi2" Type="F" Min="0.00000000e+00" Max="3.33078735e-36"/>
0036 </Spectators>
0037 <Classes NClass="2">
0038 <Class Name="Signal" Index="0"/>
0039 <Class Name="Background" Index="1"/>
0040 </Classes>
0041 <Transformations NTransformations="0"/>
0042 <MVAPdfs/>
0043 <Weights NOut="1" NCoeff="11">
0044 <Coefficient IndexOut="0" IndexCoeff="0" Value="-1.0333732369186749e-01"/>
0045 <Coefficient IndexOut="0" IndexCoeff="1" Value="-1.1719017447039030e-01"/>
0046 <Coefficient IndexOut="0" IndexCoeff="2" Value="-9.0287286002907099e-02"/>
0047 <Coefficient IndexOut="0" IndexCoeff="3" Value="1.3502096038664696e-01"/>
0048 <Coefficient IndexOut="0" IndexCoeff="4" Value="2.1939376976900432e-02"/>
0049 <Coefficient IndexOut="0" IndexCoeff="5" Value="-9.2373246712964471e-03"/>
0050 <Coefficient IndexOut="0" IndexCoeff="6" Value="5.7244001838228885e-03"/>
0051 <Coefficient IndexOut="0" IndexCoeff="7" Value="-8.4736922390466360e-02"/>
0052 <Coefficient IndexOut="0" IndexCoeff="8" Value="-4.5412886164539760e-04"/>
0053 <Coefficient IndexOut="0" IndexCoeff="9" Value="3.2348037970799244e-05"/>
0054 <Coefficient IndexOut="0" IndexCoeff="10" Value="8.8898309049698643e-02"/>
0055 </Weights>
0056 </MethodSetup>
