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 <?xml version="1.0"?>
 <MethodSetup Method="KNN::kNN14L">
   <GeneralInfo>
     <Info name="TMVA Release" value="4.2.0 [262656]"/>
     <Info name="ROOT Release" value="5.34/38 [336422]"/>
     <Info name="Creator" value="vassalli"/>
     <Info name="Date" value="Tue Aug 13 18:36:04 2019"/>
     <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"/>
     <Info name="Dir" value="/direct/phenix+u/vassalli/sphenix/single/Training"/>
     <Info name="Training events" value="2298"/>
     <Info name="TrainingTime" value="1.45111084e-02"/>
     <Info name="AnalysisType" value="Regression"/>
   </GeneralInfo>
   <Options>
     <Option name="V" modified="No">False</Option>
     <Option name="VerbosityLevel" modified="No">Default</Option>
     <Option name="VarTransform" modified="Yes">G</Option>
     <Option name="H" modified="No">False</Option>
     <Option name="CreateMVAPdfs" modified="No">False</Option>
     <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
     <Option name="nkNN" modified="Yes">16</Option>
     <Option name="BalanceDepth" modified="No">6</Option>
     <Option name="ScaleFrac" modified="No">8.000000e-01</Option>
     <Option name="SigmaFact" modified="No">1.000000e+00</Option>
     <Option name="Kernel" modified="No">Gaus</Option>
     <Option name="Trim" modified="No">False</Option>
     <Option name="UseKernel" modified="No">False</Option>
     <Option name="UseWeight" modified="No">True</Option>
     <Option name="UseLDA" modified="No">False</Option>
   </Options>
   <Variables NVar="8">
     <Variable VarIndex="0" Expression="track1_pt" Label="track1_pt" Title="track1_pt" Unit="" Internal="track1_pt" Type="F" Min="6.01781845e-01" Max="1.97112402e+04"/>
     <Variable VarIndex="1" Expression="track2_pt" Label="track2_pt" Title="track2_pt" Unit="" Internal="track2_pt" Type="F" Min="6.00627124e-01" Max="2.07782983e+03"/>
     <Variable VarIndex="2" Expression="track1_phi" Label="track1_phi" Title="track1_phi" Unit="" Internal="track1_phi" Type="F" Min="-3.14086604e+00" Max="3.14066648e+00"/>
     <Variable VarIndex="3" Expression="track1_phi-track2_phi" Label="track1_phi-track2_phi" Title="d#phi" Unit="rad" Internal="track1_phi_M_track2_phi" Type="F" Min="-5.01081514e+00" Max="6.25750542e+00"/>
     <Variable VarIndex="4" Expression="track1_eta" Label="track1_eta" Title="track1_eta" Unit="" Internal="track1_eta" Type="F" Min="-1.07037818e+00" Max="9.97428179e-01"/>
     <Variable VarIndex="5" Expression="track1_eta-track2_eta" Label="track1_eta-track2_eta" Title="d#eta" Unit="rad" Internal="track1_eta_M_track2_eta" Type="F" Min="-9.27104831e-01" Max="2.97384620e-01"/>
     <Variable VarIndex="6" Expression="(vtx_radius)/(track_layer+1)" Label="(vtx_radius)/(track_layer+1)" Title="(vtx_radius)/(track_layer+1)" Unit="" Internal="_vtx_radius__D__track_layer_P_1_" Type="F" Min="2.84559419e-03" Max="3.54517555e+01"/>
     <Variable VarIndex="7" Expression="vtx_radius" Label="vtx_radius" Title="radius" Unit="cm" Internal="vtx_radius" Type="F" Min="2.84559419e-03" Max="1.80068970e+02"/>
   </Variables>
   <Spectators NSpec="0"/>
   <Classes NClass="1">
     <Class Name="Regression" Index="0"/>
   </Classes>
   <Targets NTrgt="1">
     <Target TargetIndex="0" Expression="tvtx_radius" Label="tvtx_radius" Title="radius" Unit="cm" Internal="tvtx_radius" Type="F" Min="2.00050497e+00" Max="2.09999886e+01"/>
   </Targets>
   <Transformations NTransformations="1">
     <Transform Name="Gauss" FlatOrGauss="Gauss">
       <Selection>
         <Input NInputs="8">
           <Input Type="Variable" Label="track1_pt" Expression="track1_pt"/>
           <Input Type="Variable" Label="track2_pt" Expression="track2_pt"/>
           <Input Type="Variable" Label="track1_phi" Expression="track1_phi"/>
           <Input Type="Variable" Label="track1_phi-track2_phi" Expression="track1_phi-track2_phi"/>
           <Input Type="Variable" Label="track1_eta" Expression="track1_eta"/>
           <Input Type="Variable" Label="track1_eta-track2_eta" Expression="track1_eta-track2_eta"/>
           <Input Type="Variable" Label="(vtx_radius)/(track_layer+1)" Expression="(vtx_radius)/(track_layer+1)"/>
           <Input Type="Variable" Label="vtx_radius" Expression="vtx_radius"/>
         </Input>
         <Output NOutputs="8">
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           <Output Type="Variable" Label="track2_pt" Expression="track2_pt"/>
           <Output Type="Variable" Label="track1_phi" Expression="track1_phi"/>
           <Output Type="Variable" Label="track1_phi-track2_phi" Expression="track1_phi-track2_phi"/>
           <Output Type="Variable" Label="track1_eta" Expression="track1_eta"/>
           <Output Type="Variable" Label="track1_eta-track2_eta" Expression="track1_eta-track2_eta"/>
           <Output Type="Variable" Label="(vtx_radius)/(track_layer+1)" Expression="(vtx_radius)/(track_layer+1)"/>
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