<?xml version="1.0"?>
<MethodSetup Method="Fisher::Fisher">
  <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 20:22:59 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="14000"/>
    <Info name="TrainingTime" value="5.52988052e-03"/>
    <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>
    <Option name="Method" modified="Yes">Fisher</Option>
  </Options>
  <Variables NVar="7">
    <Variable VarIndex="0" Expression="m_jj" Label="m_jj" Title="m_jj" Unit="" Internal="m_jj" Type="F" Min="1.46605730e-01" Max="1.30981255e+01"/>
    <Variable VarIndex="1" Expression="m_jjj" Label="m_jjj" Title="m_jjj" Unit="" Internal="m_jjj" Type="F" Min="3.42014521e-01" Max="7.39196777e+00"/>
    <Variable VarIndex="2" Expression="m_lv" Label="m_lv" Title="m_lv" Unit="" Internal="m_lv" Type="F" Min="2.66787767e-01" Max="3.68225980e+00"/>
    <Variable VarIndex="3" Expression="m_jlv" Label="m_jlv" Title="m_jlv" Unit="" Internal="m_jlv" Type="F" Min="3.84410560e-01" Max="6.58312130e+00"/>
    <Variable VarIndex="4" Expression="m_bb" Label="m_bb" Title="m_bb" Unit="" Internal="m_bb" Type="F" Min="9.34824944e-02" Max="7.85979414e+00"/>
    <Variable VarIndex="5" Expression="m_wbb" Label="m_wbb" Title="m_wbb" Unit="" Internal="m_wbb" Type="F" Min="3.85025799e-01" Max="4.54251242e+00"/>
    <Variable VarIndex="6" Expression="m_wwbb" Label="m_wwbb" Title="m_wwbb" Unit="" Internal="m_wwbb" Type="F" Min="4.32279825e-01" Max="4.07281733e+00"/>
  </Variables>
  <Spectators NSpec="0"/>
  <Classes NClass="2">
    <Class Name="Signal" Index="0"/>
    <Class Name="Background" Index="1"/>
  </Classes>
  <Transformations NTransformations="0"/>
  <MVAPdfs>
    <PDF Name="Fisher_PDFSig" MinNSmooth="10" MaxNSmooth="10" InterpolMethod="2" KDE_type="1" KDE_iter="1" KDE_border="1" KDE_finefactor="1.0000000000000000e+00">
      <Histogram Name="Fisher_tr_S_original" NBins="50" XMin="-1.7473841905593872e+00" XMax="6.5630841255187988e-01" HasEquidistantBins="1">
        2.97204297e-03 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 2.97204297e-03 2.97204297e-03 5.94408593e-03 0.00000000e+00 5.94408593e-03 2.97204297e-03 0.00000000e+00 1.18881719e-02 2.08043008e-02 2.97204297e-02 3.86365586e-02 5.64688164e-02 1.12937633e-01 1.99126879e-01 3.65561285e-01 5.64688164e-01 1.18881719e+00 2.01504513e+00 3.80421500e+00 5.78359561e+00 4.40753972e+00 1.50385374e+00 3.80421500e-01 1.48602148e-01 5.34967734e-02 3.86365586e-02 2.37763437e-02 8.91612890e-03 5.94408593e-03 2.97204297e-03 1.18881719e-02 0.00000000e+00 
      </Histogram>
    </PDF>
    <PDF Name="Fisher_PDFBkg" MinNSmooth="10" MaxNSmooth="10" InterpolMethod="2" KDE_type="1" KDE_iter="1" KDE_border="1" KDE_finefactor="1.0000000000000000e+00">
      <Histogram Name="Fisher_tr_B_original" NBins="50" XMin="-1.7473841905593872e+00" XMax="6.5630841255187988e-01" HasEquidistantBins="1">
        0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.97161839e-03 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.97161839e-03 0.00000000e+00 5.94323678e-03 2.97161839e-03 2.97161839e-03 0.00000000e+00 2.97161839e-03 1.78297103e-02 8.91485517e-03 1.18864736e-02 2.08013287e-02 1.48580919e-02 2.67445655e-02 4.16026575e-02 7.13188414e-02 7.72620781e-02 7.42904597e-02 1.45609301e-01 2.52587563e-01 3.03105076e-01 4.13054956e-01 6.95358703e-01 1.04006644e+00 1.44420654e+00 2.13956524e+00 2.90921440e+00 3.46490704e+00 3.55405559e+00 2.30003263e+00 1.13218661e+00 4.01168483e-01 1.42637683e-01 3.26878023e-02 2.37729471e-02 8.91485517e-03 8.91485517e-03 2.97161839e-03 0.00000000e+00 0.00000000e+00 0.00000000e+00 
      </Histogram>
    </PDF>
  </MVAPdfs>
  <Weights NCoeff="8">
    <Coefficient Index="0" Value="1.2491618919054089e-01"/>
    <Coefficient Index="1" Value="-5.0939426928795946e-02"/>
    <Coefficient Index="2" Value="1.8722357638831449e-01"/>
    <Coefficient Index="3" Value="3.6575735648026901e-02"/>
    <Coefficient Index="4" Value="6.5250181215890116e-02"/>
    <Coefficient Index="5" Value="-2.0731993289700792e-01"/>
    <Coefficient Index="6" Value="5.3151043579829571e-01"/>
    <Coefficient Index="7" Value="-7.4348631993056780e-01"/>
  </Weights>
</MethodSetup>
