<?xml version="1.0"?>
<MethodSetup Method="LD::LD">
  <GeneralInfo>
    <Info name="TMVA Release" value="4.2.1 [262657]"/>
    <Info name="ROOT Release" value="6.41/01 [403713]"/>
    <Info name="Creator" value="root"/>
    <Info name="Date" value="Tue May 19 20:08:01 2026"/>
    <Info name="Host" value="Linux d4f37374721b 4.18.0-553.117.1.el8_10.x86_64 #1 SMP Sun Apr 5 23:14:32 EDT 2026 x86_64 GNU/Linux"/>
    <Info name="Dir" value="/github/home/master/notebooks"/>
    <Info name="Training events" value="2000"/>
    <Info name="TrainingTime" value="5.30958176e-04"/>
    <Info name="AnalysisType" value="Classification"/>
  </GeneralInfo>
  <Options>
    <Option name="V" modified="Yes">False</Option>
    <Option name="VerbosityLevel" modified="No">Default</Option>
    <Option name="VarTransform" modified="Yes">None</Option>
    <Option name="H" modified="Yes">True</Option>
    <Option name="CreateMVAPdfs" modified="Yes">True</Option>
    <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
  </Options>
  <Variables NVar="4">
    <Variable VarIndex="0" Expression="var1+var2" Label="myvar1" Title="myvar1" Unit="" Internal="myvar1" Type="F" Min="-9.23118687e+00" Max="7.07192516e+00"/>
    <Variable VarIndex="1" Expression="var1-var2" Label="myvar2" Title="Expression 2" Unit="" Internal="myvar2" Type="F" Min="-3.70671988e+00" Max="4.02912045e+00"/>
    <Variable VarIndex="2" Expression="var3" Label="var3" Title="Variable 3" Unit="units" Internal="var3" Type="F" Min="-5.15695810e+00" Max="4.15070820e+00"/>
    <Variable VarIndex="3" Expression="var4" Label="var4" Title="Variable 4" Unit="units" Internal="var4" Type="F" Min="-6.31600189e+00" Max="4.52105665e+00"/>
  </Variables>
  <Spectators NSpec="2">
    <Spectator SpecIndex="0" Expression="var1*2" Label="spec1" Title="Spectator 1" Unit="units" Internal="spec1" Type="F" Min="-9.63254642e+00" Max="9.05203056e+00"/>
    <Spectator SpecIndex="1" Expression="var1*3" Label="spec2" Title="Spectator 2" Unit="units" Internal="spec2" Type="F" Min="-1.44488201e+01" Max="1.35780458e+01"/>
  </Spectators>
  <Classes NClass="2">
    <Class Name="Signal" Index="0"/>
    <Class Name="Background" Index="1"/>
  </Classes>
  <Transformations NTransformations="0"/>
  <MVAPdfs>
    <PDF Name="LD_PDFSig" MinNSmooth="10" MaxNSmooth="10" InterpolMethod="2" KDE_type="1" KDE_iter="1" KDE_border="1" KDE_finefactor="1.0000000000000000e+00">
      <Histogram Name="LD_tr_S_original" NBins="50" XMin="-1.3012192249298096e+00" XMax="1.0978209972381592e+00" HasEquidistantBins="1">
        0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 8.33666723e-02 2.08416681e-02 4.16833361e-02 8.33666723e-02 1.04208340e-01 3.12625021e-01 2.29258349e-01 3.95991693e-01 4.37675029e-01 7.29458382e-01 8.54508391e-01 8.54508391e-01 1.31302509e+00 1.58396677e+00 1.52144177e+00 1.60480844e+00 1.43807510e+00 1.87575013e+00 1.50060010e+00 1.29218342e+00 1.06292507e+00 8.75350059e-01 6.87775046e-01 5.00200034e-01 6.25250042e-01 2.70941685e-01 2.29258349e-01 1.25050008e-01 1.25050008e-01 4.16833361e-02 0.00000000e+00 2.08416681e-02 0.00000000e+00 
      </Histogram>
    </PDF>
    <PDF Name="LD_PDFBkg" MinNSmooth="10" MaxNSmooth="10" InterpolMethod="2" KDE_type="1" KDE_iter="1" KDE_border="1" KDE_finefactor="1.0000000000000000e+00">
      <Histogram Name="LD_tr_B_original" NBins="50" XMin="-1.3012192249298096e+00" XMax="1.0978209972381592e+00" HasEquidistantBins="1">
        5.29181433e-06 0.00000000e+00 0.00000000e+00 1.87494038e-04 3.61941103e-03 2.02135475e-03 1.01071234e-03 4.53773913e-04 7.47239222e-02 4.47994298e-02 1.15632226e-02 2.94562006e-01 2.10294461e-01 2.20840935e-01 3.65998508e-01 4.59830625e-01 8.71031033e-01 9.60128426e-01 6.33116245e-01 1.14371106e+00 1.57227566e+00 1.37754945e+00 1.63753448e+00 1.46336738e+00 1.79869919e+00 1.68250082e+00 1.08740934e+00 1.12503876e+00 7.00946791e-01 7.21968304e-01 8.35253460e-01 5.75717866e-01 2.53076567e-01 3.07872247e-01 1.22037139e-01 1.21199128e-01 1.34343493e-01 8.88166259e-03 9.77427759e-03 4.63166196e-03 2.00618645e-05 3.09053970e-03 5.81873690e-04 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 
      </Histogram>
    </PDF>
  </MVAPdfs>
  <Weights NOut="1" NCoeff="5">
    <Coefficient IndexOut="0" IndexCoeff="0" Value="-5.2434123503959817e-02"/>
    <Coefficient IndexOut="0" IndexCoeff="1" Value="-2.8399479004484307e-01"/>
    <Coefficient IndexOut="0" IndexCoeff="2" Value="-8.7178421100186587e-02"/>
    <Coefficient IndexOut="0" IndexCoeff="3" Value="-1.3913338886270543e-01"/>
    <Coefficient IndexOut="0" IndexCoeff="4" Value="6.6518786021506626e-01"/>
  </Weights>
</MethodSetup>
