// Class: ReadElectron_Downstream_TMVA
// Automatically generated by MethodBase::MakeClass
//

/* configuration options =====================================================

#GEN -*-*-*-*-*-*-*-*-*-*-*- general info -*-*-*-*-*-*-*-*-*-*-*-

Method         : MLP::Electron_Downstream_TMVA
TMVA Release   : 4.2.0         [262656]
ROOT Release   : 6.02/01       [393729]
Creator        : jonesc
Date           : Sun Feb  7 04:29:29 2016
Host           : Linux lcgapp-slc6-physical1.cern.ch 2.6.32-431.29.2.el6.x86_64 #1 SMP Wed Sep 10 11:13:12 CEST 2014 x86_64 x86_64 x86_64 GNU/Linux
Dir            : /var/pcfst/r03/lhcb/jonesc/ANNPID/results/MC2015Sim09Dev03/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.001/ProtonAccFrac1.0/KaonAccFrac1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Electron/Downstream
Training events: 1802650
Analysis type  : [Classification]


#OPT -*-*-*-*-*-*-*-*-*-*-*-*- options -*-*-*-*-*-*-*-*-*-*-*-*-

# Set by User:
NCycles: "750" [Number of training cycles]
HiddenLayers: "37" [Specification of hidden layer architecture]
NeuronType: "tanh" [Neuron activation function type]
EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood]
V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)]
VarTransform: "Norm" [List of variable transformations performed before training, e.g., "D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is assumed)"]
H: "True" [Print method-specific help message]
TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)]
EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)]
ConvergenceImprove: "1.000000e-16" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)]
ConvergenceTests: "15" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)]
UseRegulator: "False" [Use regulator to avoid over-training]
# Default:
RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')]
NeuronInputType: "sum" [Neuron input function type]
VerbosityLevel: "Verbose" [Verbosity level]
CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)]
IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)]
LearningRate: "2.000000e-02" [ANN learning rate parameter]
DecayRate: "1.000000e-02" [Decay rate for learning parameter]
TestRate: "10" [Test for overtraining performed at each #th epochs]
Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch]
SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training]
SamplingImportance: "1.000000e+00" [ The sampling weights of events in epochs which successful (worse estimator than before) are multiplied with SamplingImportance, else they are divided.]
SamplingTraining: "True" [The training sample is sampled]
SamplingTesting: "False" [The testing sample is sampled]
ResetStep: "50" [How often BFGS should reset history]
Tau: "3.000000e+00" [LineSearch "size step"]
BPMode: "sequential" [Back-propagation learning mode: sequential or batch]
BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events]
UpdateLimit: "10000" [Maximum times of regulator update]
CalculateErrors: "False" [Calculates inverse Hessian matrix at the end of the training to be able to calculate the uncertainties of an MVA value]
WeightRange: "1.000000e+00" [Take the events for the estimator calculations from small deviations from the desired value to large deviations only over the weight range]
##


#VAR -*-*-*-*-*-*-*-*-*-*-*-* variables *-*-*-*-*-*-*-*-*-*-*-*-

NVar 29
TrackP                        TrackP                        TrackP                        TrackP                                                          'F'    [1129.02001953,811066.0625]
TrackPt                       TrackPt                       TrackPt                       TrackPt                                                         'F'    [1.27196741104,44815.9179688]
TrackChi2PerDof               TrackChi2PerDof               TrackChi2PerDof               TrackChi2PerDof                                                 'F'    [0.0221425648779,3.9998562336]
TrackNumDof                   TrackNumDof                   TrackNumDof                   TrackNumDof                                                     'I'    [5,32]
TrackGhostProbability         TrackGhostProbability         TrackGhostProbability         TrackGhostProbability                                           'F'    [0.00018504599575,0.399992078543]
TrackFitTChi2                 TrackFitTChi2                 TrackFitTChi2                 TrackFitTChi2                                                   'F'    [0.000378800497856,76.1383132935]
TrackFitTNDoF                 TrackFitTNDoF                 TrackFitTNDoF                 TrackFitTNDoF                                                   'I'    [1,28]
RichUsedR1Gas                 RichUsedR1Gas                 RichUsedR1Gas                 RichUsedR1Gas                                                   'I'    [0,1]
RichUsedR2Gas                 RichUsedR2Gas                 RichUsedR2Gas                 RichUsedR2Gas                                                   'I'    [0,1]
RichAboveMuThres              RichAboveMuThres              RichAboveMuThres              RichAboveMuThres                                                'I'    [0,1]
RichAboveKaThres              RichAboveKaThres              RichAboveKaThres              RichAboveKaThres                                                'I'    [0,1]
RichDLLe                      RichDLLe                      RichDLLe                      RichDLLe                                                        'F'    [-999,161.280395508]
RichDLLmu                     RichDLLmu                     RichDLLmu                     RichDLLmu                                                       'F'    [-999,128.538696289]
RichDLLk                      RichDLLk                      RichDLLk                      RichDLLk                                                        'F'    [-999,152.653305054]
RichDLLp                      RichDLLp                      RichDLLp                      RichDLLp                                                        'F'    [-999,121.268501282]
RichDLLbt                     RichDLLbt                     RichDLLbt                     RichDLLbt                                                       'F'    [-999,72.5792007446]
InAccMuon                     InAccMuon                     InAccMuon                     InAccMuon                                                       'I'    [0,1]
MuonBkgLL                     MuonBkgLL                     MuonBkgLL                     MuonBkgLL                                                       'F'    [-999,0.0247000008821]
MuonMuLL                      MuonMuLL                      MuonMuLL                      MuonMuLL                                                        'F'    [-999,0]
MuonIsLooseMuon               MuonIsLooseMuon               MuonIsLooseMuon               MuonIsLooseMuon                                                 'I'    [0,1]
MuonIsMuon                    MuonIsMuon                    MuonIsMuon                    MuonIsMuon                                                      'I'    [0,1]
MuonNShared                   MuonNShared                   MuonNShared                   MuonNShared                                                     'I'    [0,33]
InAccEcal                     InAccEcal                     InAccEcal                     InAccEcal                                                       'I'    [0,1]
EcalPIDe                      EcalPIDe                      EcalPIDe                      EcalPIDe                                                        'F'    [-999,4.34127378464]
EcalPIDmu                     EcalPIDmu                     EcalPIDmu                     EcalPIDmu                                                       'F'    [-999,2.64517307281]
InAccHcal                     InAccHcal                     InAccHcal                     InAccHcal                                                       'I'    [0,1]
HcalPIDe                      HcalPIDe                      HcalPIDe                      HcalPIDe                                                        'F'    [-999,3.00366544724]
HcalPIDmu                     HcalPIDmu                     HcalPIDmu                     HcalPIDmu                                                       'F'    [-999,2.61016368866]
PrsPIDe                       PrsPIDe                       PrsPIDe                       PrsPIDe                                                         'F'    [-999,3.46313500404]
NSpec 0


============================================================================ */

#include <vector>
#include <cmath>
#include <string>
#include <iostream>

#ifndef IClassifierReader__def
#define IClassifierReader__def

class IClassifierReader {

 public:

   // constructor
   IClassifierReader() : fStatusIsClean( true ) {}
   virtual ~IClassifierReader() {}

   // return classifier response
   virtual double GetMvaValue( const std::vector<double>& inputValues ) const = 0;

   // returns classifier status
   bool IsStatusClean() const { return fStatusIsClean; }

 protected:

   bool fStatusIsClean;
};

#endif

class ReadElectron_Downstream_TMVA : public IClassifierReader {

 public:

   // constructor
   ReadElectron_Downstream_TMVA( std::vector<std::string>& theInputVars ) 
      : IClassifierReader(),
        fClassName( "ReadElectron_Downstream_TMVA" ),
        fNvars( 29 ),
        fIsNormalised( false )
   {      
      // the training input variables
      const char* inputVars[] = { "TrackP", "TrackPt", "TrackChi2PerDof", "TrackNumDof", "TrackGhostProbability", "TrackFitTChi2", "TrackFitTNDoF", "RichUsedR1Gas", "RichUsedR2Gas", "RichAboveMuThres", "RichAboveKaThres", "RichDLLe", "RichDLLmu", "RichDLLk", "RichDLLp", "RichDLLbt", "InAccMuon", "MuonBkgLL", "MuonMuLL", "MuonIsLooseMuon", "MuonIsMuon", "MuonNShared", "InAccEcal", "EcalPIDe", "EcalPIDmu", "InAccHcal", "HcalPIDe", "HcalPIDmu", "PrsPIDe" };

      // sanity checks
      if (theInputVars.size() <= 0) {
         std::cout << "Problem in class \"" << fClassName << "\": empty input vector" << std::endl;
         fStatusIsClean = false;
      }

      if (theInputVars.size() != fNvars) {
         std::cout << "Problem in class \"" << fClassName << "\": mismatch in number of input values: "
                   << theInputVars.size() << " != " << fNvars << std::endl;
         fStatusIsClean = false;
      }

      // validate input variables
      for (size_t ivar = 0; ivar < theInputVars.size(); ivar++) {
         if (theInputVars[ivar] != inputVars[ivar]) {
            std::cout << "Problem in class \"" << fClassName << "\": mismatch in input variable names" << std::endl
                      << " for variable [" << ivar << "]: " << theInputVars[ivar].c_str() << " != " << inputVars[ivar] << std::endl;
            fStatusIsClean = false;
         }
      }

      // initialize min and max vectors (for normalisation)
      fVmin[0] = -1;
      fVmax[0] = 1;
      fVmin[1] = -1;
      fVmax[1] = 1;
      fVmin[2] = -1;
      fVmax[2] = 1;
      fVmin[3] = -1;
      fVmax[3] = 1;
      fVmin[4] = -1;
      fVmax[4] = 1;
      fVmin[5] = -1;
      fVmax[5] = 1;
      fVmin[6] = -1;
      fVmax[6] = 1;
      fVmin[7] = -1;
      fVmax[7] = 1;
      fVmin[8] = -1;
      fVmax[8] = 1;
      fVmin[9] = -1;
      fVmax[9] = 1;
      fVmin[10] = -1;
      fVmax[10] = 1;
      fVmin[11] = -1;
      fVmax[11] = 1;
      fVmin[12] = -1;
      fVmax[12] = 1;
      fVmin[13] = -1;
      fVmax[13] = 1;
      fVmin[14] = -1;
      fVmax[14] = 1;
      fVmin[15] = -1;
      fVmax[15] = 1;
      fVmin[16] = -1;
      fVmax[16] = 1;
      fVmin[17] = -1;
      fVmax[17] = 0.99999988079071;
      fVmin[18] = -1;
      fVmax[18] = 1;
      fVmin[19] = -1;
      fVmax[19] = 1;
      fVmin[20] = -1;
      fVmax[20] = 1;
      fVmin[21] = -1;
      fVmax[21] = 1;
      fVmin[22] = -1;
      fVmax[22] = 1;
      fVmin[23] = -1;
      fVmax[23] = 1;
      fVmin[24] = -1;
      fVmax[24] = 1;
      fVmin[25] = -1;
      fVmax[25] = 1;
      fVmin[26] = -1;
      fVmax[26] = 1;
      fVmin[27] = -1;
      fVmax[27] = 1;
      fVmin[28] = -1;
      fVmax[28] = 0.99999988079071;

      // initialize input variable types
      fType[0] = 'F';
      fType[1] = 'F';
      fType[2] = 'F';
      fType[3] = 'I';
      fType[4] = 'F';
      fType[5] = 'F';
      fType[6] = 'I';
      fType[7] = 'I';
      fType[8] = 'I';
      fType[9] = 'I';
      fType[10] = 'I';
      fType[11] = 'F';
      fType[12] = 'F';
      fType[13] = 'F';
      fType[14] = 'F';
      fType[15] = 'F';
      fType[16] = 'I';
      fType[17] = 'F';
      fType[18] = 'F';
      fType[19] = 'I';
      fType[20] = 'I';
      fType[21] = 'I';
      fType[22] = 'I';
      fType[23] = 'F';
      fType[24] = 'F';
      fType[25] = 'I';
      fType[26] = 'F';
      fType[27] = 'F';
      fType[28] = 'F';

      // initialize constants
      Initialize();

      // initialize transformation
      InitTransform();
   }

   // destructor
   virtual ~ReadElectron_Downstream_TMVA() {
      Clear(); // method-specific
   }

   // the classifier response
   // "inputValues" is a vector of input values in the same order as the 
   // variables given to the constructor
   double GetMvaValue( const std::vector<double>& inputValues ) const;

 private:

   // method-specific destructor
   void Clear();

   // input variable transformation

   double fMin_1[3][29];
   double fMax_1[3][29];
   void InitTransform_1();
   void Transform_1( std::vector<double> & iv, int sigOrBgd ) const;
   void InitTransform();
   void Transform( std::vector<double> & iv, int sigOrBgd ) const;

   // common member variables
   const char* fClassName;

   const size_t fNvars;
   size_t GetNvar()           const { return fNvars; }
   char   GetType( int ivar ) const { return fType[ivar]; }

   // normalisation of input variables
   const bool fIsNormalised;
   bool IsNormalised() const { return fIsNormalised; }
   double fVmin[29];
   double fVmax[29];
   double NormVariable( double x, double xmin, double xmax ) const {
      // normalise to output range: [-1, 1]
      return 2*(x - xmin)/(xmax - xmin) - 1.0;
   }

   // type of input variable: 'F' or 'I'
   char   fType[29];

   // initialize internal variables
   void Initialize();
   double GetMvaValue__( const std::vector<double>& inputValues ) const;

   // private members (method specific)

   double ActivationFnc(double x) const;
   double OutputActivationFnc(double x) const;

   int fLayers;
   int fLayerSize[3];
   double fWeightMatrix0to1[38][30];   // weight matrix from layer 0 to 1
   double fWeightMatrix1to2[1][38];   // weight matrix from layer 1 to 2

   double * fWeights[3];
};

inline void ReadElectron_Downstream_TMVA::Initialize()
{
   // build network structure
   fLayers = 3;
   fLayerSize[0] = 30; fWeights[0] = new double[30]; 
   fLayerSize[1] = 38; fWeights[1] = new double[38]; 
   fLayerSize[2] = 1; fWeights[2] = new double[1]; 
   // weight matrix from layer 0 to 1
   fWeightMatrix0to1[0][0] = 0.541052688406156;
   fWeightMatrix0to1[1][0] = -1.56749074576336;
   fWeightMatrix0to1[2][0] = 1.10500053038109;
   fWeightMatrix0to1[3][0] = 1.83445161543332;
   fWeightMatrix0to1[4][0] = -1.94702117782595;
   fWeightMatrix0to1[5][0] = -0.012620748945796;
   fWeightMatrix0to1[6][0] = 0.198690119736974;
   fWeightMatrix0to1[7][0] = 4.41576280460923;
   fWeightMatrix0to1[8][0] = -1.75203902135284;
   fWeightMatrix0to1[9][0] = -0.902687008023291;
   fWeightMatrix0to1[10][0] = -1.99846188104101;
   fWeightMatrix0to1[11][0] = -0.521169967426758;
   fWeightMatrix0to1[12][0] = -1.10575281373326;
   fWeightMatrix0to1[13][0] = -0.0943302871345199;
   fWeightMatrix0to1[14][0] = -0.654273084865793;
   fWeightMatrix0to1[15][0] = 0.414998841030967;
   fWeightMatrix0to1[16][0] = -0.720626358223636;
   fWeightMatrix0to1[17][0] = 2.03086234955896;
   fWeightMatrix0to1[18][0] = 0.372273662398831;
   fWeightMatrix0to1[19][0] = 1.28476232621847;
   fWeightMatrix0to1[20][0] = -1.04461561532281;
   fWeightMatrix0to1[21][0] = -0.329940224369322;
   fWeightMatrix0to1[22][0] = 0.875993352559305;
   fWeightMatrix0to1[23][0] = 0.782023847504911;
   fWeightMatrix0to1[24][0] = 0.37453700834285;
   fWeightMatrix0to1[25][0] = 0.510115327070635;
   fWeightMatrix0to1[26][0] = 1.44924110655199;
   fWeightMatrix0to1[27][0] = -3.09848667712656;
   fWeightMatrix0to1[28][0] = -2.89658554223737;
   fWeightMatrix0to1[29][0] = 0.481993309353878;
   fWeightMatrix0to1[30][0] = 0.934594848170891;
   fWeightMatrix0to1[31][0] = 1.41540589696156;
   fWeightMatrix0to1[32][0] = 0.230314691045204;
   fWeightMatrix0to1[33][0] = 0.139148509260937;
   fWeightMatrix0to1[34][0] = -0.940746749129733;
   fWeightMatrix0to1[35][0] = -0.554904558035023;
   fWeightMatrix0to1[36][0] = -1.38214677921195;
   fWeightMatrix0to1[0][1] = 2.36545825719398;
   fWeightMatrix0to1[1][1] = 6.56069882313855;
   fWeightMatrix0to1[2][1] = 1.38563186417317;
   fWeightMatrix0to1[3][1] = 1.3102029639478;
   fWeightMatrix0to1[4][1] = 0.989788237950519;
   fWeightMatrix0to1[5][1] = 2.96716417482803;
   fWeightMatrix0to1[6][1] = 2.59309769589706;
   fWeightMatrix0to1[7][1] = 0.841017746876978;
   fWeightMatrix0to1[8][1] = -1.81000455198132;
   fWeightMatrix0to1[9][1] = 0.77860239788864;
   fWeightMatrix0to1[10][1] = -0.339456039380942;
   fWeightMatrix0to1[11][1] = 0.769752860036662;
   fWeightMatrix0to1[12][1] = 1.52446740136309;
   fWeightMatrix0to1[13][1] = 1.68883445241153;
   fWeightMatrix0to1[14][1] = -5.55226167265137;
   fWeightMatrix0to1[15][1] = -1.8673148311285;
   fWeightMatrix0to1[16][1] = 1.01596797900531;
   fWeightMatrix0to1[17][1] = -1.09357693376545;
   fWeightMatrix0to1[18][1] = 0.422528679812897;
   fWeightMatrix0to1[19][1] = -2.54217756598924;
   fWeightMatrix0to1[20][1] = -2.54695510987251;
   fWeightMatrix0to1[21][1] = 1.5607729956657;
   fWeightMatrix0to1[22][1] = 1.14838370449283;
   fWeightMatrix0to1[23][1] = -0.824162482658325;
   fWeightMatrix0to1[24][1] = 0.852345520343414;
   fWeightMatrix0to1[25][1] = 2.65597402701349;
   fWeightMatrix0to1[26][1] = 0.568808931453507;
   fWeightMatrix0to1[27][1] = 0.0494187943705786;
   fWeightMatrix0to1[28][1] = -0.801466644861837;
   fWeightMatrix0to1[29][1] = 0.237033233001589;
   fWeightMatrix0to1[30][1] = -1.59421118721684;
   fWeightMatrix0to1[31][1] = 1.57368635146896;
   fWeightMatrix0to1[32][1] = 0.222294508795315;
   fWeightMatrix0to1[33][1] = -0.418656248160278;
   fWeightMatrix0to1[34][1] = -8.29849796734047;
   fWeightMatrix0to1[35][1] = 0.681728702335937;
   fWeightMatrix0to1[36][1] = 1.32732856160512;
   fWeightMatrix0to1[0][2] = 1.50943786208915;
   fWeightMatrix0to1[1][2] = 0.205640516190852;
   fWeightMatrix0to1[2][2] = -1.60577030231705;
   fWeightMatrix0to1[3][2] = -2.26277228294237;
   fWeightMatrix0to1[4][2] = -0.0629087043284556;
   fWeightMatrix0to1[5][2] = -0.963170410853222;
   fWeightMatrix0to1[6][2] = 0.273825326822231;
   fWeightMatrix0to1[7][2] = 0.607663833229721;
   fWeightMatrix0to1[8][2] = 2.07824948519929;
   fWeightMatrix0to1[9][2] = -1.54204267597453;
   fWeightMatrix0to1[10][2] = -1.11077364223111;
   fWeightMatrix0to1[11][2] = 2.01681495157961;
   fWeightMatrix0to1[12][2] = 1.11821016460168;
   fWeightMatrix0to1[13][2] = -1.90033444279234;
   fWeightMatrix0to1[14][2] = -1.09310995431185;
   fWeightMatrix0to1[15][2] = -1.21136743529438;
   fWeightMatrix0to1[16][2] = -4.02747690148246;
   fWeightMatrix0to1[17][2] = 0.669701497691157;
   fWeightMatrix0to1[18][2] = 4.3201237551737;
   fWeightMatrix0to1[19][2] = -3.0932982625403;
   fWeightMatrix0to1[20][2] = -1.51053021818467;
   fWeightMatrix0to1[21][2] = 0.575179717254111;
   fWeightMatrix0to1[22][2] = 1.29002747274683;
   fWeightMatrix0to1[23][2] = -0.0865476444080518;
   fWeightMatrix0to1[24][2] = -2.74298593543582;
   fWeightMatrix0to1[25][2] = 0.164605863630333;
   fWeightMatrix0to1[26][2] = -1.65436856524007;
   fWeightMatrix0to1[27][2] = 0.00729881392532411;
   fWeightMatrix0to1[28][2] = 0.41715972021175;
   fWeightMatrix0to1[29][2] = 1.83609970838972;
   fWeightMatrix0to1[30][2] = -1.11958505603794;
   fWeightMatrix0to1[31][2] = 1.66978754310913;
   fWeightMatrix0to1[32][2] = 0.888014451380605;
   fWeightMatrix0to1[33][2] = -1.23591658409284;
   fWeightMatrix0to1[34][2] = -0.617002043320478;
   fWeightMatrix0to1[35][2] = 1.53677546512388;
   fWeightMatrix0to1[36][2] = -1.36820825313993;
   fWeightMatrix0to1[0][3] = -0.264345911350015;
   fWeightMatrix0to1[1][3] = 0.273967343166177;
   fWeightMatrix0to1[2][3] = -0.348349179550276;
   fWeightMatrix0to1[3][3] = -0.923575611392686;
   fWeightMatrix0to1[4][3] = 2.33956647573664;
   fWeightMatrix0to1[5][3] = 0.128086031221737;
   fWeightMatrix0to1[6][3] = 0.213782781462671;
   fWeightMatrix0to1[7][3] = 0.0512316056027019;
   fWeightMatrix0to1[8][3] = -0.699849371080201;
   fWeightMatrix0to1[9][3] = -2.32483784011886;
   fWeightMatrix0to1[10][3] = -0.118941507943912;
   fWeightMatrix0to1[11][3] = 0.521576431707046;
   fWeightMatrix0to1[12][3] = 1.48803553869442;
   fWeightMatrix0to1[13][3] = 1.13641531982572;
   fWeightMatrix0to1[14][3] = 0.627869450797324;
   fWeightMatrix0to1[15][3] = -0.872463514510294;
   fWeightMatrix0to1[16][3] = 0.850968651339991;
   fWeightMatrix0to1[17][3] = -1.04420465249272;
   fWeightMatrix0to1[18][3] = 2.47805523341867;
   fWeightMatrix0to1[19][3] = 1.42012833012823;
   fWeightMatrix0to1[20][3] = -1.03495415236441;
   fWeightMatrix0to1[21][3] = 0.378463973930529;
   fWeightMatrix0to1[22][3] = 0.750102394571889;
   fWeightMatrix0to1[23][3] = 0.507988553810061;
   fWeightMatrix0to1[24][3] = 0.578280737847697;
   fWeightMatrix0to1[25][3] = 0.713751173512249;
   fWeightMatrix0to1[26][3] = -1.93351506394779;
   fWeightMatrix0to1[27][3] = 1.34921783588388;
   fWeightMatrix0to1[28][3] = 0.635421088515516;
   fWeightMatrix0to1[29][3] = 1.47943783426132;
   fWeightMatrix0to1[30][3] = 0.597093965612352;
   fWeightMatrix0to1[31][3] = -1.90915738913005;
   fWeightMatrix0to1[32][3] = -0.489356649656849;
   fWeightMatrix0to1[33][3] = -0.399296071364929;
   fWeightMatrix0to1[34][3] = 3.54174639362878;
   fWeightMatrix0to1[35][3] = 0.604045193697487;
   fWeightMatrix0to1[36][3] = -0.265720659860053;
   fWeightMatrix0to1[0][4] = 1.25266252661566;
   fWeightMatrix0to1[1][4] = -0.75666119906581;
   fWeightMatrix0to1[2][4] = -2.03294990087156;
   fWeightMatrix0to1[3][4] = 0.0308539375419036;
   fWeightMatrix0to1[4][4] = 2.30683805541424;
   fWeightMatrix0to1[5][4] = 1.51568633287562;
   fWeightMatrix0to1[6][4] = 0.29039480120848;
   fWeightMatrix0to1[7][4] = -0.146939637381214;
   fWeightMatrix0to1[8][4] = 1.33224358548078;
   fWeightMatrix0to1[9][4] = -1.09819708103523;
   fWeightMatrix0to1[10][4] = 0.375344411335668;
   fWeightMatrix0to1[11][4] = -1.89085778074194;
   fWeightMatrix0to1[12][4] = -0.136780068548325;
   fWeightMatrix0to1[13][4] = 0.673764248931592;
   fWeightMatrix0to1[14][4] = -0.134420556956885;
   fWeightMatrix0to1[15][4] = -0.0123467052261353;
   fWeightMatrix0to1[16][4] = 0.309497547569787;
   fWeightMatrix0to1[17][4] = -0.195033094583933;
   fWeightMatrix0to1[18][4] = -0.551415047528224;
   fWeightMatrix0to1[19][4] = -0.562883249525648;
   fWeightMatrix0to1[20][4] = -2.22005950573263;
   fWeightMatrix0to1[21][4] = 0.0125856510003631;
   fWeightMatrix0to1[22][4] = 2.68749780796355;
   fWeightMatrix0to1[23][4] = 0.0301422571410831;
   fWeightMatrix0to1[24][4] = -1.07240662751032;
   fWeightMatrix0to1[25][4] = 0.406169310219625;
   fWeightMatrix0to1[26][4] = 2.07969014592413;
   fWeightMatrix0to1[27][4] = -0.407712348494475;
   fWeightMatrix0to1[28][4] = 1.15081066231151;
   fWeightMatrix0to1[29][4] = -0.807462294821734;
   fWeightMatrix0to1[30][4] = 1.3987930508031;
   fWeightMatrix0to1[31][4] = -2.00924326082757;
   fWeightMatrix0to1[32][4] = 0.0774612372390733;
   fWeightMatrix0to1[33][4] = 0.782078437219714;
   fWeightMatrix0to1[34][4] = 0.881262779392714;
   fWeightMatrix0to1[35][4] = -0.0146466337206619;
   fWeightMatrix0to1[36][4] = 0.103061756420814;
   fWeightMatrix0to1[0][5] = -0.408484606292342;
   fWeightMatrix0to1[1][5] = -0.418905292420712;
   fWeightMatrix0to1[2][5] = 2.19934197396121;
   fWeightMatrix0to1[3][5] = 0.119253490758571;
   fWeightMatrix0to1[4][5] = 0.177532946719671;
   fWeightMatrix0to1[5][5] = -0.599552785764869;
   fWeightMatrix0to1[6][5] = 0.387241713101255;
   fWeightMatrix0to1[7][5] = -0.248025879023336;
   fWeightMatrix0to1[8][5] = 0.0569261059004309;
   fWeightMatrix0to1[9][5] = -0.224444115459813;
   fWeightMatrix0to1[10][5] = -1.14320895991505;
   fWeightMatrix0to1[11][5] = -2.48364861372492;
   fWeightMatrix0to1[12][5] = 2.2214243975357;
   fWeightMatrix0to1[13][5] = 0.544577818075822;
   fWeightMatrix0to1[14][5] = 0.602548716219386;
   fWeightMatrix0to1[15][5] = 1.73213334816955;
   fWeightMatrix0to1[16][5] = 1.67408733901661;
   fWeightMatrix0to1[17][5] = 0.791089134284858;
   fWeightMatrix0to1[18][5] = -3.31031673103911;
   fWeightMatrix0to1[19][5] = 3.43244692103632;
   fWeightMatrix0to1[20][5] = 1.66823201383855;
   fWeightMatrix0to1[21][5] = -0.803630895758745;
   fWeightMatrix0to1[22][5] = -0.866131192223415;
   fWeightMatrix0to1[23][5] = -0.0579362483375607;
   fWeightMatrix0to1[24][5] = 2.79480562981132;
   fWeightMatrix0to1[25][5] = 0.715040808432863;
   fWeightMatrix0to1[26][5] = -0.0879537187684606;
   fWeightMatrix0to1[27][5] = -0.17137147121811;
   fWeightMatrix0to1[28][5] = -2.31030925027144;
   fWeightMatrix0to1[29][5] = 1.82970389227667;
   fWeightMatrix0to1[30][5] = 0.955866711986373;
   fWeightMatrix0to1[31][5] = -1.22182719443797;
   fWeightMatrix0to1[32][5] = -0.595765574309716;
   fWeightMatrix0to1[33][5] = 1.78606237981044;
   fWeightMatrix0to1[34][5] = 0.741040859418458;
   fWeightMatrix0to1[35][5] = -1.84425636242732;
   fWeightMatrix0to1[36][5] = 0.295166186355671;
   fWeightMatrix0to1[0][6] = -1.45866042072225;
   fWeightMatrix0to1[1][6] = 0.039334192678254;
   fWeightMatrix0to1[2][6] = 0.942744648751982;
   fWeightMatrix0to1[3][6] = -0.984506783211844;
   fWeightMatrix0to1[4][6] = 1.28823405441426;
   fWeightMatrix0to1[5][6] = 0.295154439982039;
   fWeightMatrix0to1[6][6] = -1.15891861065175;
   fWeightMatrix0to1[7][6] = -0.467778296380144;
   fWeightMatrix0to1[8][6] = 1.38147143032075;
   fWeightMatrix0to1[9][6] = -0.774837459315856;
   fWeightMatrix0to1[10][6] = 0.755201894444318;
   fWeightMatrix0to1[11][6] = 0.652539823390856;
   fWeightMatrix0to1[12][6] = 1.21710532070733;
   fWeightMatrix0to1[13][6] = -1.52125682856731;
   fWeightMatrix0to1[14][6] = -0.467332494028323;
   fWeightMatrix0to1[15][6] = -0.451084580139273;
   fWeightMatrix0to1[16][6] = -1.84663830189762;
   fWeightMatrix0to1[17][6] = -0.119942627116175;
   fWeightMatrix0to1[18][6] = -0.514269437109588;
   fWeightMatrix0to1[19][6] = -1.21133553882259;
   fWeightMatrix0to1[20][6] = -1.19690473910091;
   fWeightMatrix0to1[21][6] = -2.0330245621873;
   fWeightMatrix0to1[22][6] = 0.674871743606873;
   fWeightMatrix0to1[23][6] = -0.416770164372773;
   fWeightMatrix0to1[24][6] = -1.29977416018369;
   fWeightMatrix0to1[25][6] = -1.57464765287958;
   fWeightMatrix0to1[26][6] = 1.52608417505944;
   fWeightMatrix0to1[27][6] = -1.19336177875226;
   fWeightMatrix0to1[28][6] = -0.377857812972279;
   fWeightMatrix0to1[29][6] = -1.03302506688084;
   fWeightMatrix0to1[30][6] = 0.173410255226925;
   fWeightMatrix0to1[31][6] = 1.8712376448996;
   fWeightMatrix0to1[32][6] = 0.49748407499306;
   fWeightMatrix0to1[33][6] = 0.478645394927215;
   fWeightMatrix0to1[34][6] = -3.43498927056987;
   fWeightMatrix0to1[35][6] = -1.50377268366686;
   fWeightMatrix0to1[36][6] = -0.702639734266204;
   fWeightMatrix0to1[0][7] = -2.17029575360219;
   fWeightMatrix0to1[1][7] = -0.251722442044913;
   fWeightMatrix0to1[2][7] = -0.22965835538205;
   fWeightMatrix0to1[3][7] = 1.67941744646132;
   fWeightMatrix0to1[4][7] = -0.584703335837103;
   fWeightMatrix0to1[5][7] = 1.89140142611971;
   fWeightMatrix0to1[6][7] = -0.460391642424631;
   fWeightMatrix0to1[7][7] = -4.92851281662084;
   fWeightMatrix0to1[8][7] = 0.441961715668786;
   fWeightMatrix0to1[9][7] = 1.50789082966328;
   fWeightMatrix0to1[10][7] = -0.556053822892304;
   fWeightMatrix0to1[11][7] = -7.56246013807862;
   fWeightMatrix0to1[12][7] = 1.18150184533915;
   fWeightMatrix0to1[13][7] = 0.908907964922397;
   fWeightMatrix0to1[14][7] = -0.241500669121791;
   fWeightMatrix0to1[15][7] = -0.0753795500787014;
   fWeightMatrix0to1[16][7] = -0.0742276639855607;
   fWeightMatrix0to1[17][7] = 1.78709723936017;
   fWeightMatrix0to1[18][7] = 1.86371625574469;
   fWeightMatrix0to1[19][7] = 1.61309295695743;
   fWeightMatrix0to1[20][7] = -2.9770600693772;
   fWeightMatrix0to1[21][7] = -0.851421821765653;
   fWeightMatrix0to1[22][7] = -0.109251968906666;
   fWeightMatrix0to1[23][7] = 0.0735270147678506;
   fWeightMatrix0to1[24][7] = 0.127112884948408;
   fWeightMatrix0to1[25][7] = -3.43011866996716;
   fWeightMatrix0to1[26][7] = -1.08355216673767;
   fWeightMatrix0to1[27][7] = -0.976622605251385;
   fWeightMatrix0to1[28][7] = 2.46405912032401;
   fWeightMatrix0to1[29][7] = -3.30027829209336;
   fWeightMatrix0to1[30][7] = 1.02901869339105;
   fWeightMatrix0to1[31][7] = -1.31562651993239;
   fWeightMatrix0to1[32][7] = 0.280853173440282;
   fWeightMatrix0to1[33][7] = -0.324591761211986;
   fWeightMatrix0to1[34][7] = 0.359137001057942;
   fWeightMatrix0to1[35][7] = 1.59784069740102;
   fWeightMatrix0to1[36][7] = -1.94183894331765;
   fWeightMatrix0to1[0][8] = 0.0364363288208224;
   fWeightMatrix0to1[1][8] = 0.150486995665062;
   fWeightMatrix0to1[2][8] = -1.10914028335892;
   fWeightMatrix0to1[3][8] = -1.93270006819734;
   fWeightMatrix0to1[4][8] = -1.28421387086676;
   fWeightMatrix0to1[5][8] = -1.52422933261356;
   fWeightMatrix0to1[6][8] = -0.0241118409521589;
   fWeightMatrix0to1[7][8] = -0.556894949056408;
   fWeightMatrix0to1[8][8] = 0.57734816535826;
   fWeightMatrix0to1[9][8] = -1.00674133809106;
   fWeightMatrix0to1[10][8] = -0.866316929051145;
   fWeightMatrix0to1[11][8] = -5.67008296673781;
   fWeightMatrix0to1[12][8] = 0.0156310857456229;
   fWeightMatrix0to1[13][8] = -0.971364934051187;
   fWeightMatrix0to1[14][8] = -0.111213234368853;
   fWeightMatrix0to1[15][8] = -1.6170904097981;
   fWeightMatrix0to1[16][8] = -0.490196613446626;
   fWeightMatrix0to1[17][8] = 0.647499258316751;
   fWeightMatrix0to1[18][8] = 0.0832428830432001;
   fWeightMatrix0to1[19][8] = -0.373917769994718;
   fWeightMatrix0to1[20][8] = 0.212683602608802;
   fWeightMatrix0to1[21][8] = -2.84624179552565;
   fWeightMatrix0to1[22][8] = 3.36533205054725;
   fWeightMatrix0to1[23][8] = 0.137945727016427;
   fWeightMatrix0to1[24][8] = -0.539515846407692;
   fWeightMatrix0to1[25][8] = -0.440284479419727;
   fWeightMatrix0to1[26][8] = -0.32817160600329;
   fWeightMatrix0to1[27][8] = -0.0465423867695361;
   fWeightMatrix0to1[28][8] = 1.6869934593529;
   fWeightMatrix0to1[29][8] = 2.0382957617676;
   fWeightMatrix0to1[30][8] = 0.841797729882993;
   fWeightMatrix0to1[31][8] = -0.164036882414578;
   fWeightMatrix0to1[32][8] = 0.0854360878010829;
   fWeightMatrix0to1[33][8] = -0.00353852382886784;
   fWeightMatrix0to1[34][8] = -0.271705796896825;
   fWeightMatrix0to1[35][8] = 1.66988422388409;
   fWeightMatrix0to1[36][8] = -1.51360670891545;
   fWeightMatrix0to1[0][9] = -1.96269821041931;
   fWeightMatrix0to1[1][9] = 0.47528915557804;
   fWeightMatrix0to1[2][9] = 0.714974571858218;
   fWeightMatrix0to1[3][9] = -0.278612297006788;
   fWeightMatrix0to1[4][9] = 1.39696081382844;
   fWeightMatrix0to1[5][9] = 2.012478905814;
   fWeightMatrix0to1[6][9] = 0.323828019380032;
   fWeightMatrix0to1[7][9] = -3.41849047647448;
   fWeightMatrix0to1[8][9] = -0.426562882111174;
   fWeightMatrix0to1[9][9] = 1.84977598537914;
   fWeightMatrix0to1[10][9] = -1.12773973944426;
   fWeightMatrix0to1[11][9] = -0.172115685781025;
   fWeightMatrix0to1[12][9] = 0.0788299219103187;
   fWeightMatrix0to1[13][9] = -0.796271952993069;
   fWeightMatrix0to1[14][9] = -0.224966115943809;
   fWeightMatrix0to1[15][9] = 0.381528602316755;
   fWeightMatrix0to1[16][9] = -0.200202229481756;
   fWeightMatrix0to1[17][9] = -1.0351526919646;
   fWeightMatrix0to1[18][9] = 1.79217116993401;
   fWeightMatrix0to1[19][9] = 1.00714235065814;
   fWeightMatrix0to1[20][9] = 1.04988091725029;
   fWeightMatrix0to1[21][9] = -0.987070035826221;
   fWeightMatrix0to1[22][9] = 0.0645370842985362;
   fWeightMatrix0to1[23][9] = -0.0401650159752861;
   fWeightMatrix0to1[24][9] = 0.460046350004656;
   fWeightMatrix0to1[25][9] = 1.52302625489185;
   fWeightMatrix0to1[26][9] = -1.36451729829461;
   fWeightMatrix0to1[27][9] = -0.0345664064314598;
   fWeightMatrix0to1[28][9] = -1.20800763865951;
   fWeightMatrix0to1[29][9] = -0.700860771408803;
   fWeightMatrix0to1[30][9] = -1.9594088828923;
   fWeightMatrix0to1[31][9] = 2.39565179560244;
   fWeightMatrix0to1[32][9] = -0.252120932400416;
   fWeightMatrix0to1[33][9] = -2.6173498858867;
   fWeightMatrix0to1[34][9] = 0.247030056561781;
   fWeightMatrix0to1[35][9] = -1.78514597766806;
   fWeightMatrix0to1[36][9] = -1.64269029426684;
   fWeightMatrix0to1[0][10] = 1.37212568980069;
   fWeightMatrix0to1[1][10] = 0.151495643839445;
   fWeightMatrix0to1[2][10] = -0.64546244645758;
   fWeightMatrix0to1[3][10] = 1.48750046690931;
   fWeightMatrix0to1[4][10] = 0.813590947531536;
   fWeightMatrix0to1[5][10] = -1.42996081231947;
   fWeightMatrix0to1[6][10] = -0.026887950471785;
   fWeightMatrix0to1[7][10] = -0.332396912141432;
   fWeightMatrix0to1[8][10] = 1.96845728528889;
   fWeightMatrix0to1[9][10] = 0.398380438201066;
   fWeightMatrix0to1[10][10] = -0.683915660127627;
   fWeightMatrix0to1[11][10] = -0.325463706574027;
   fWeightMatrix0to1[12][10] = -1.37327465302242;
   fWeightMatrix0to1[13][10] = 0.673941634772338;
   fWeightMatrix0to1[14][10] = -0.0402876288918408;
   fWeightMatrix0to1[15][10] = 0.488302215953607;
   fWeightMatrix0to1[16][10] = 1.15882097458896;
   fWeightMatrix0to1[17][10] = 2.83506540804994;
   fWeightMatrix0to1[18][10] = 2.21257744561489;
   fWeightMatrix0to1[19][10] = -2.4948900030682;
   fWeightMatrix0to1[20][10] = 2.61150559951839;
   fWeightMatrix0to1[21][10] = 0.982424258455826;
   fWeightMatrix0to1[22][10] = -1.98541266437002;
   fWeightMatrix0to1[23][10] = 0.0120162509385374;
   fWeightMatrix0to1[24][10] = -2.44218860924428;
   fWeightMatrix0to1[25][10] = 0.683885549218401;
   fWeightMatrix0to1[26][10] = 0.170586152146463;
   fWeightMatrix0to1[27][10] = -0.117175775393504;
   fWeightMatrix0to1[28][10] = 1.79307026037247;
   fWeightMatrix0to1[29][10] = -0.566513314701528;
   fWeightMatrix0to1[30][10] = 1.42878616722708;
   fWeightMatrix0to1[31][10] = 2.83333776259079;
   fWeightMatrix0to1[32][10] = -0.0413153918220028;
   fWeightMatrix0to1[33][10] = -0.863891889219722;
   fWeightMatrix0to1[34][10] = -0.0723969164942562;
   fWeightMatrix0to1[35][10] = -2.51060085807691;
   fWeightMatrix0to1[36][10] = 0.194968346125667;
   fWeightMatrix0to1[0][11] = 1.44800270980732;
   fWeightMatrix0to1[1][11] = -20.8612064011293;
   fWeightMatrix0to1[2][11] = -1.48239737665985;
   fWeightMatrix0to1[3][11] = -0.347144513016608;
   fWeightMatrix0to1[4][11] = -1.14666156714044;
   fWeightMatrix0to1[5][11] = 1.39547495415664;
   fWeightMatrix0to1[6][11] = -7.89171317755957;
   fWeightMatrix0to1[7][11] = 13.1220096034033;
   fWeightMatrix0to1[8][11] = -0.851597445174456;
   fWeightMatrix0to1[9][11] = 1.90113600582772;
   fWeightMatrix0to1[10][11] = 1.53156480695892;
   fWeightMatrix0to1[11][11] = 22.2158979404882;
   fWeightMatrix0to1[12][11] = 0.98762188399343;
   fWeightMatrix0to1[13][11] = -0.610681239180453;
   fWeightMatrix0to1[14][11] = 40.7157726931892;
   fWeightMatrix0to1[15][11] = 1.48462980621536;
   fWeightMatrix0to1[16][11] = -6.53777403646902;
   fWeightMatrix0to1[17][11] = 0.263595742015845;
   fWeightMatrix0to1[18][11] = -1.68646392661361;
   fWeightMatrix0to1[19][11] = -8.45954766796388;
   fWeightMatrix0to1[20][11] = -6.98381764533408;
   fWeightMatrix0to1[21][11] = -3.45413050852093;
   fWeightMatrix0to1[22][11] = 2.97214609658595;
   fWeightMatrix0to1[23][11] = 0.828787382626818;
   fWeightMatrix0to1[24][11] = 0.143492463223202;
   fWeightMatrix0to1[25][11] = -3.68334468888929;
   fWeightMatrix0to1[26][11] = 0.212077851066166;
   fWeightMatrix0to1[27][11] = 5.73942228737134;
   fWeightMatrix0to1[28][11] = 1.26392753744825;
   fWeightMatrix0to1[29][11] = 0.714341590745224;
   fWeightMatrix0to1[30][11] = 2.19886681208301;
   fWeightMatrix0to1[31][11] = -4.57123481531568;
   fWeightMatrix0to1[32][11] = -2.24721444784486;
   fWeightMatrix0to1[33][11] = -1.39005000989456;
   fWeightMatrix0to1[34][11] = -24.4920782841756;
   fWeightMatrix0to1[35][11] = 1.9301053206929;
   fWeightMatrix0to1[36][11] = -0.0813855415676477;
   fWeightMatrix0to1[0][12] = -1.6559718109684;
   fWeightMatrix0to1[1][12] = 8.00016571164014;
   fWeightMatrix0to1[2][12] = 0.815393383326029;
   fWeightMatrix0to1[3][12] = 0.167923074482524;
   fWeightMatrix0to1[4][12] = -0.0504854754163335;
   fWeightMatrix0to1[5][12] = -1.47149997817259;
   fWeightMatrix0to1[6][12] = 2.64860795296921;
   fWeightMatrix0to1[7][12] = -0.848357556765071;
   fWeightMatrix0to1[8][12] = 0.0354178525106083;
   fWeightMatrix0to1[9][12] = 1.83509650759612;
   fWeightMatrix0to1[10][12] = 1.84262078007471;
   fWeightMatrix0to1[11][12] = -11.0301773759235;
   fWeightMatrix0to1[12][12] = 1.97925760535172;
   fWeightMatrix0to1[13][12] = -2.12738681972062;
   fWeightMatrix0to1[14][12] = 0.167303660948677;
   fWeightMatrix0to1[15][12] = 1.89911339991424;
   fWeightMatrix0to1[16][12] = 1.11411639952584;
   fWeightMatrix0to1[17][12] = 0.168137140727663;
   fWeightMatrix0to1[18][12] = -0.672650306486111;
   fWeightMatrix0to1[19][12] = -0.708736375110763;
   fWeightMatrix0to1[20][12] = -0.425189592743132;
   fWeightMatrix0to1[21][12] = -0.134723596277002;
   fWeightMatrix0to1[22][12] = -1.8719085743705;
   fWeightMatrix0to1[23][12] = -0.46232061360798;
   fWeightMatrix0to1[24][12] = 0.418761910146377;
   fWeightMatrix0to1[25][12] = 3.41890007529589;
   fWeightMatrix0to1[26][12] = 0.339850184268175;
   fWeightMatrix0to1[27][12] = -0.55709900892964;
   fWeightMatrix0to1[28][12] = -1.62647542227015;
   fWeightMatrix0to1[29][12] = 1.75839241907246;
   fWeightMatrix0to1[30][12] = 1.15456112611404;
   fWeightMatrix0to1[31][12] = 0.321310503893689;
   fWeightMatrix0to1[32][12] = -2.93448482431551;
   fWeightMatrix0to1[33][12] = -1.16028384694393;
   fWeightMatrix0to1[34][12] = 0.651097677740522;
   fWeightMatrix0to1[35][12] = 2.40056739503218;
   fWeightMatrix0to1[36][12] = -0.948868639839595;
   fWeightMatrix0to1[0][13] = -1.19836228195389;
   fWeightMatrix0to1[1][13] = 4.10393512039177;
   fWeightMatrix0to1[2][13] = 0.893794054376259;
   fWeightMatrix0to1[3][13] = 0.0928196416155058;
   fWeightMatrix0to1[4][13] = 0.256914912554456;
   fWeightMatrix0to1[5][13] = -2.1485829732159;
   fWeightMatrix0to1[6][13] = 0.0238213008325173;
   fWeightMatrix0to1[7][13] = 2.19112928391158;
   fWeightMatrix0to1[8][13] = -0.000125873109807951;
   fWeightMatrix0to1[9][13] = 0.690570990504014;
   fWeightMatrix0to1[10][13] = -1.50855685097836;
   fWeightMatrix0to1[11][13] = -2.70665288367;
   fWeightMatrix0to1[12][13] = -1.67859253817866;
   fWeightMatrix0to1[13][13] = -0.501684223185905;
   fWeightMatrix0to1[14][13] = -3.45679126183055;
   fWeightMatrix0to1[15][13] = 0.741514637111328;
   fWeightMatrix0to1[16][13] = -1.07651990649079;
   fWeightMatrix0to1[17][13] = 2.65765312837673;
   fWeightMatrix0to1[18][13] = 0.95605284577836;
   fWeightMatrix0to1[19][13] = -0.861684290202928;
   fWeightMatrix0to1[20][13] = 2.50110084797378;
   fWeightMatrix0to1[21][13] = 2.71518604198705;
   fWeightMatrix0to1[22][13] = 0.679770866429734;
   fWeightMatrix0to1[23][13] = -1.29509480784318;
   fWeightMatrix0to1[24][13] = -1.81200666426528;
   fWeightMatrix0to1[25][13] = 0.900205310389642;
   fWeightMatrix0to1[26][13] = -1.81749243001301;
   fWeightMatrix0to1[27][13] = -1.6166056771496;
   fWeightMatrix0to1[28][13] = -1.23948937695791;
   fWeightMatrix0to1[29][13] = 1.51419459234464;
   fWeightMatrix0to1[30][13] = -1.98611009242741;
   fWeightMatrix0to1[31][13] = -0.0748596430592551;
   fWeightMatrix0to1[32][13] = 2.15395677536839;
   fWeightMatrix0to1[33][13] = 0.426974272894588;
   fWeightMatrix0to1[34][13] = 1.07726408777385;
   fWeightMatrix0to1[35][13] = -1.64972457235507;
   fWeightMatrix0to1[36][13] = 0.628920046522937;
   fWeightMatrix0to1[0][14] = 0.203505557226105;
   fWeightMatrix0to1[1][14] = 5.18154616646804;
   fWeightMatrix0to1[2][14] = 0.632092796399785;
   fWeightMatrix0to1[3][14] = -1.93470700451408;
   fWeightMatrix0to1[4][14] = 1.54219598743672;
   fWeightMatrix0to1[5][14] = -2.72746735716254;
   fWeightMatrix0to1[6][14] = 2.41871329731301;
   fWeightMatrix0to1[7][14] = 3.12226564302591;
   fWeightMatrix0to1[8][14] = 0.456385359104784;
   fWeightMatrix0to1[9][14] = 1.85403122427985;
   fWeightMatrix0to1[10][14] = 1.77776861331102;
   fWeightMatrix0to1[11][14] = -2.32173226679012;
   fWeightMatrix0to1[12][14] = -0.357779718836193;
   fWeightMatrix0to1[13][14] = -1.14089225118337;
   fWeightMatrix0to1[14][14] = -2.42769229664723;
   fWeightMatrix0to1[15][14] = 0.0782730739542445;
   fWeightMatrix0to1[16][14] = -0.915558332115373;
   fWeightMatrix0to1[17][14] = 0.498725009551592;
   fWeightMatrix0to1[18][14] = 0.198295382489243;
   fWeightMatrix0to1[19][14] = 0.117006049164923;
   fWeightMatrix0to1[20][14] = 1.26088415317684;
   fWeightMatrix0to1[21][14] = -1.08028819283997;
   fWeightMatrix0to1[22][14] = -0.835193165337972;
   fWeightMatrix0to1[23][14] = 0.419412279654003;
   fWeightMatrix0to1[24][14] = -1.62042293142191;
   fWeightMatrix0to1[25][14] = -2.67921058036826;
   fWeightMatrix0to1[26][14] = 0.323551389508894;
   fWeightMatrix0to1[27][14] = -2.23688198087942;
   fWeightMatrix0to1[28][14] = -0.118234397602152;
   fWeightMatrix0to1[29][14] = -1.22421748888774;
   fWeightMatrix0to1[30][14] = 0.570797513981891;
   fWeightMatrix0to1[31][14] = -0.761224542180318;
   fWeightMatrix0to1[32][14] = 1.58212098566215;
   fWeightMatrix0to1[33][14] = 0.640040688791002;
   fWeightMatrix0to1[34][14] = 0.782266519080103;
   fWeightMatrix0to1[35][14] = -1.56362797514354;
   fWeightMatrix0to1[36][14] = -0.480228276501574;
   fWeightMatrix0to1[0][15] = -2.1403644795593;
   fWeightMatrix0to1[1][15] = 2.09961552820244;
   fWeightMatrix0to1[2][15] = -1.50238830576517;
   fWeightMatrix0to1[3][15] = 0.939992615844452;
   fWeightMatrix0to1[4][15] = -1.79270666366927;
   fWeightMatrix0to1[5][15] = 0.314383855446193;
   fWeightMatrix0to1[6][15] = 2.55014421375506;
   fWeightMatrix0to1[7][15] = 3.77736344963686;
   fWeightMatrix0to1[8][15] = 0.809397664120894;
   fWeightMatrix0to1[9][15] = 0.918584535001464;
   fWeightMatrix0to1[10][15] = 0.425045511632787;
   fWeightMatrix0to1[11][15] = -1.55225349989254;
   fWeightMatrix0to1[12][15] = -1.57505354994251;
   fWeightMatrix0to1[13][15] = -1.21673218860538;
   fWeightMatrix0to1[14][15] = -1.69572728532024;
   fWeightMatrix0to1[15][15] = 1.49481577006604;
   fWeightMatrix0to1[16][15] = -0.52714776225121;
   fWeightMatrix0to1[17][15] = 1.16112420484574;
   fWeightMatrix0to1[18][15] = 2.13302771630735;
   fWeightMatrix0to1[19][15] = 1.86096064559096;
   fWeightMatrix0to1[20][15] = -0.225908720102607;
   fWeightMatrix0to1[21][15] = 0.965918336319828;
   fWeightMatrix0to1[22][15] = -1.92206888286527;
   fWeightMatrix0to1[23][15] = 0.296922483906954;
   fWeightMatrix0to1[24][15] = -2.79826905732967;
   fWeightMatrix0to1[25][15] = -1.10060597953531;
   fWeightMatrix0to1[26][15] = -0.387125777070551;
   fWeightMatrix0to1[27][15] = -0.248437633354827;
   fWeightMatrix0to1[28][15] = -1.70506851016756;
   fWeightMatrix0to1[29][15] = 0.398127995813782;
   fWeightMatrix0to1[30][15] = -2.53773549387453;
   fWeightMatrix0to1[31][15] = -0.532902675870351;
   fWeightMatrix0to1[32][15] = 3.2370505542364;
   fWeightMatrix0to1[33][15] = -0.750504244359503;
   fWeightMatrix0to1[34][15] = 0.832943500848437;
   fWeightMatrix0to1[35][15] = -2.19286717114799;
   fWeightMatrix0to1[36][15] = 0.903435188133862;
   fWeightMatrix0to1[0][16] = -0.0917993329186362;
   fWeightMatrix0to1[1][16] = 0.0864032507258296;
   fWeightMatrix0to1[2][16] = -1.6888212290254;
   fWeightMatrix0to1[3][16] = -1.30030742319436;
   fWeightMatrix0to1[4][16] = 1.66098780847762;
   fWeightMatrix0to1[5][16] = -1.50188027196762;
   fWeightMatrix0to1[6][16] = -0.0795226487142953;
   fWeightMatrix0to1[7][16] = -0.228683238121237;
   fWeightMatrix0to1[8][16] = 1.68897697996157;
   fWeightMatrix0to1[9][16] = 1.35815499553441;
   fWeightMatrix0to1[10][16] = 1.50659570046905;
   fWeightMatrix0to1[11][16] = -0.159683578964299;
   fWeightMatrix0to1[12][16] = 1.05689035631876;
   fWeightMatrix0to1[13][16] = 0.990880556446834;
   fWeightMatrix0to1[14][16] = -0.190874662458802;
   fWeightMatrix0to1[15][16] = -0.32630835767206;
   fWeightMatrix0to1[16][16] = -2.03031447808628;
   fWeightMatrix0to1[17][16] = 0.722532241511965;
   fWeightMatrix0to1[18][16] = -0.194985616079159;
   fWeightMatrix0to1[19][16] = 2.0858468975901;
   fWeightMatrix0to1[20][16] = 0.331882614350041;
   fWeightMatrix0to1[21][16] = 0.440405812903214;
   fWeightMatrix0to1[22][16] = -0.724237861199896;
   fWeightMatrix0to1[23][16] = -0.0234124797031682;
   fWeightMatrix0to1[24][16] = 3.22676913562701;
   fWeightMatrix0to1[25][16] = 2.59344133603878;
   fWeightMatrix0to1[26][16] = -1.04857491488676;
   fWeightMatrix0to1[27][16] = -0.305452525874935;
   fWeightMatrix0to1[28][16] = 1.17679176739679;
   fWeightMatrix0to1[29][16] = 0.271491197085396;
   fWeightMatrix0to1[30][16] = 3.37745618006957;
   fWeightMatrix0to1[31][16] = 0.439840435743971;
   fWeightMatrix0to1[32][16] = -0.023490277876701;
   fWeightMatrix0to1[33][16] = -1.92168609370641;
   fWeightMatrix0to1[34][16] = -0.25632931890579;
   fWeightMatrix0to1[35][16] = -0.374715007435278;
   fWeightMatrix0to1[36][16] = -0.72742994727057;
   fWeightMatrix0to1[0][17] = -0.338303500159535;
   fWeightMatrix0to1[1][17] = -0.649303323804896;
   fWeightMatrix0to1[2][17] = -0.806839706237895;
   fWeightMatrix0to1[3][17] = 0.94315729378355;
   fWeightMatrix0to1[4][17] = -2.06621521099048;
   fWeightMatrix0to1[5][17] = -1.98596770733742;
   fWeightMatrix0to1[6][17] = -0.0598648927130936;
   fWeightMatrix0to1[7][17] = -0.389978058023482;
   fWeightMatrix0to1[8][17] = 1.08073412742166;
   fWeightMatrix0to1[9][17] = 1.30086624530796;
   fWeightMatrix0to1[10][17] = -1.8346713315689;
   fWeightMatrix0to1[11][17] = 0.132426556048371;
   fWeightMatrix0to1[12][17] = -1.58401438530068;
   fWeightMatrix0to1[13][17] = 0.59765823068265;
   fWeightMatrix0to1[14][17] = 5.53857063268188;
   fWeightMatrix0to1[15][17] = -1.12122359595259;
   fWeightMatrix0to1[16][17] = -0.88544189916486;
   fWeightMatrix0to1[17][17] = -1.82410527780681;
   fWeightMatrix0to1[18][17] = 1.64725456398894;
   fWeightMatrix0to1[19][17] = 0.0774306725845119;
   fWeightMatrix0to1[20][17] = 1.47645392036565;
   fWeightMatrix0to1[21][17] = -0.591465978231087;
   fWeightMatrix0to1[22][17] = -1.35664980899059;
   fWeightMatrix0to1[23][17] = -13.3462711039371;
   fWeightMatrix0to1[24][17] = -1.1474534184311;
   fWeightMatrix0to1[25][17] = 1.11802276679051;
   fWeightMatrix0to1[26][17] = 0.618495590952633;
   fWeightMatrix0to1[27][17] = -0.0600080428699753;
   fWeightMatrix0to1[28][17] = -2.11654985464791;
   fWeightMatrix0to1[29][17] = 1.42574678559868;
   fWeightMatrix0to1[30][17] = -0.513043049877535;
   fWeightMatrix0to1[31][17] = -0.766520522492932;
   fWeightMatrix0to1[32][17] = 2.00999171459176;
   fWeightMatrix0to1[33][17] = 1.78007368590853;
   fWeightMatrix0to1[34][17] = -2.17425151877731;
   fWeightMatrix0to1[35][17] = -0.54706736452868;
   fWeightMatrix0to1[36][17] = -1.66674639288713;
   fWeightMatrix0to1[0][18] = -0.172635340758464;
   fWeightMatrix0to1[1][18] = 1.4949687233353;
   fWeightMatrix0to1[2][18] = 1.0068160279697;
   fWeightMatrix0to1[3][18] = 0.890493254328935;
   fWeightMatrix0to1[4][18] = -1.9954206778302;
   fWeightMatrix0to1[5][18] = -1.58477994485775;
   fWeightMatrix0to1[6][18] = -0.637626314220028;
   fWeightMatrix0to1[7][18] = -0.111638232340999;
   fWeightMatrix0to1[8][18] = 1.88487115206176;
   fWeightMatrix0to1[9][18] = -1.78267524947866;
   fWeightMatrix0to1[10][18] = 1.32301816818839;
   fWeightMatrix0to1[11][18] = -0.284794790809455;
   fWeightMatrix0to1[12][18] = -0.0511529768173541;
   fWeightMatrix0to1[13][18] = -1.86666150298613;
   fWeightMatrix0to1[14][18] = 6.58437853842017;
   fWeightMatrix0to1[15][18] = 0.452853951423083;
   fWeightMatrix0to1[16][18] = 1.65779244680665;
   fWeightMatrix0to1[17][18] = -1.46448501555978;
   fWeightMatrix0to1[18][18] = 1.38619829206787;
   fWeightMatrix0to1[19][18] = 0.55704526080187;
   fWeightMatrix0to1[20][18] = 1.776475714546;
   fWeightMatrix0to1[21][18] = -1.180553266679;
   fWeightMatrix0to1[22][18] = -1.85696418390319;
   fWeightMatrix0to1[23][18] = -13.7583430317131;
   fWeightMatrix0to1[24][18] = 0.632745351510467;
   fWeightMatrix0to1[25][18] = 1.78195117095878;
   fWeightMatrix0to1[26][18] = 0.710768605174448;
   fWeightMatrix0to1[27][18] = 0.487941322685958;
   fWeightMatrix0to1[28][18] = -0.23832339311904;
   fWeightMatrix0to1[29][18] = 0.450437531290224;
   fWeightMatrix0to1[30][18] = 0.555356318544421;
   fWeightMatrix0to1[31][18] = 1.51841747311712;
   fWeightMatrix0to1[32][18] = -2.20583703418101;
   fWeightMatrix0to1[33][18] = 1.10950490770076;
   fWeightMatrix0to1[34][18] = 0.766343381447759;
   fWeightMatrix0to1[35][18] = 2.45192349874884;
   fWeightMatrix0to1[36][18] = 1.06644368237311;
   fWeightMatrix0to1[0][19] = -1.02929222894246;
   fWeightMatrix0to1[1][19] = -0.758827641801824;
   fWeightMatrix0to1[2][19] = -0.876139153115412;
   fWeightMatrix0to1[3][19] = -0.942352216902781;
   fWeightMatrix0to1[4][19] = -1.16996594337717;
   fWeightMatrix0to1[5][19] = -0.299792193993022;
   fWeightMatrix0to1[6][19] = 0.837319921915323;
   fWeightMatrix0to1[7][19] = -0.457970687298642;
   fWeightMatrix0to1[8][19] = 1.51178562311916;
   fWeightMatrix0to1[9][19] = 1.08055545646889;
   fWeightMatrix0to1[10][19] = -0.00489305418709134;
   fWeightMatrix0to1[11][19] = 0.00933611127623482;
   fWeightMatrix0to1[12][19] = 0.260853826612108;
   fWeightMatrix0to1[13][19] = 1.25916198426056;
   fWeightMatrix0to1[14][19] = 3.30043924169494;
   fWeightMatrix0to1[15][19] = 1.92247868242515;
   fWeightMatrix0to1[16][19] = -0.342791548911221;
   fWeightMatrix0to1[17][19] = -1.08050999716376;
   fWeightMatrix0to1[18][19] = 1.94823087953854;
   fWeightMatrix0to1[19][19] = -1.35212970730017;
   fWeightMatrix0to1[20][19] = -0.178506164393296;
   fWeightMatrix0to1[21][19] = 1.15358800486191;
   fWeightMatrix0to1[22][19] = -0.0479228991463895;
   fWeightMatrix0to1[23][19] = -11.7526956179909;
   fWeightMatrix0to1[24][19] = -0.338252951018873;
   fWeightMatrix0to1[25][19] = 2.91910020146454;
   fWeightMatrix0to1[26][19] = 1.7604347204122;
   fWeightMatrix0to1[27][19] = -0.162541632283994;
   fWeightMatrix0to1[28][19] = -1.83295999061163;
   fWeightMatrix0to1[29][19] = 2.80859644252733;
   fWeightMatrix0to1[30][19] = 1.27724045784181;
   fWeightMatrix0to1[31][19] = 0.917914778236404;
   fWeightMatrix0to1[32][19] = 0.0812526736800175;
   fWeightMatrix0to1[33][19] = 0.869672087148021;
   fWeightMatrix0to1[34][19] = 1.14780905224664;
   fWeightMatrix0to1[35][19] = -0.878882043427347;
   fWeightMatrix0to1[36][19] = -0.028186250304586;
   fWeightMatrix0to1[0][20] = 0.27540161815557;
   fWeightMatrix0to1[1][20] = 0.0756937600491442;
   fWeightMatrix0to1[2][20] = -0.951928098154812;
   fWeightMatrix0to1[3][20] = 0.258290220372763;
   fWeightMatrix0to1[4][20] = -1.69707155152864;
   fWeightMatrix0to1[5][20] = -0.053058164759464;
   fWeightMatrix0to1[6][20] = -0.0804795814817506;
   fWeightMatrix0to1[7][20] = -0.371164167460044;
   fWeightMatrix0to1[8][20] = -1.96584569542706;
   fWeightMatrix0to1[9][20] = -0.850930936497181;
   fWeightMatrix0to1[10][20] = -0.486524924650526;
   fWeightMatrix0to1[11][20] = -0.304321457717167;
   fWeightMatrix0to1[12][20] = 1.52534969956409;
   fWeightMatrix0to1[13][20] = 1.17976216596173;
   fWeightMatrix0to1[14][20] = 5.85305767365338;
   fWeightMatrix0to1[15][20] = -0.243300700122343;
   fWeightMatrix0to1[16][20] = 1.57496238246272;
   fWeightMatrix0to1[17][20] = 0.318893305421928;
   fWeightMatrix0to1[18][20] = -2.0349994104954;
   fWeightMatrix0to1[19][20] = 0.557117491607161;
   fWeightMatrix0to1[20][20] = -1.74317373602643;
   fWeightMatrix0to1[21][20] = -0.274815150927603;
   fWeightMatrix0to1[22][20] = 0.476242587859048;
   fWeightMatrix0to1[23][20] = 0.244758910765428;
   fWeightMatrix0to1[24][20] = -0.676873845713627;
   fWeightMatrix0to1[25][20] = 0.139618664773534;
   fWeightMatrix0to1[26][20] = -1.43261245009817;
   fWeightMatrix0to1[27][20] = -0.104428296411949;
   fWeightMatrix0to1[28][20] = -0.478591473719753;
   fWeightMatrix0to1[29][20] = 0.609580081247148;
   fWeightMatrix0to1[30][20] = -0.243382705672733;
   fWeightMatrix0to1[31][20] = -0.798249073123865;
   fWeightMatrix0to1[32][20] = 0.0053075969597434;
   fWeightMatrix0to1[33][20] = 0.826887434104074;
   fWeightMatrix0to1[34][20] = 0.0997879968953019;
   fWeightMatrix0to1[35][20] = -0.441753246467394;
   fWeightMatrix0to1[36][20] = -1.78753116794385;
   fWeightMatrix0to1[0][21] = 1.43848636306996;
   fWeightMatrix0to1[1][21] = 0.852185077137405;
   fWeightMatrix0to1[2][21] = 0.131400328870171;
   fWeightMatrix0to1[3][21] = -1.11421826465025;
   fWeightMatrix0to1[4][21] = 1.13054589795209;
   fWeightMatrix0to1[5][21] = 2.14266009434532;
   fWeightMatrix0to1[6][21] = -0.490535447247414;
   fWeightMatrix0to1[7][21] = 2.86877361074547;
   fWeightMatrix0to1[8][21] = -0.735503785181548;
   fWeightMatrix0to1[9][21] = -1.98102018065153;
   fWeightMatrix0to1[10][21] = -1.56917377086339;
   fWeightMatrix0to1[11][21] = 1.68814581798074;
   fWeightMatrix0to1[12][21] = -1.65889510554551;
   fWeightMatrix0to1[13][21] = 1.8222329038925;
   fWeightMatrix0to1[14][21] = 3.8497655804174;
   fWeightMatrix0to1[15][21] = -0.524382498853952;
   fWeightMatrix0to1[16][21] = -0.410636113172972;
   fWeightMatrix0to1[17][21] = 1.18936857849579;
   fWeightMatrix0to1[18][21] = 1.83031437023732;
   fWeightMatrix0to1[19][21] = 0.156260550363952;
   fWeightMatrix0to1[20][21] = 1.64933031612876;
   fWeightMatrix0to1[21][21] = 0.130284607228463;
   fWeightMatrix0to1[22][21] = -1.29051826198867;
   fWeightMatrix0to1[23][21] = 1.84215328171167;
   fWeightMatrix0to1[24][21] = 1.81088460281476;
   fWeightMatrix0to1[25][21] = -1.14900740887747;
   fWeightMatrix0to1[26][21] = -1.24593223391005;
   fWeightMatrix0to1[27][21] = 0.0920670415480935;
   fWeightMatrix0to1[28][21] = -0.0866108172837338;
   fWeightMatrix0to1[29][21] = 0.528977693400138;
   fWeightMatrix0to1[30][21] = -1.58455788155404;
   fWeightMatrix0to1[31][21] = -0.697033560947984;
   fWeightMatrix0to1[32][21] = -0.622586125165299;
   fWeightMatrix0to1[33][21] = 1.91037415979234;
   fWeightMatrix0to1[34][21] = -0.336232125060478;
   fWeightMatrix0to1[35][21] = -1.11240688223268;
   fWeightMatrix0to1[36][21] = 0.214969867488378;
   fWeightMatrix0to1[0][22] = -1.75787877799373;
   fWeightMatrix0to1[1][22] = 4.85549677412788;
   fWeightMatrix0to1[2][22] = -1.7990651955672;
   fWeightMatrix0to1[3][22] = -0.355831185711094;
   fWeightMatrix0to1[4][22] = -0.403419698021503;
   fWeightMatrix0to1[5][22] = -1.64829505991011;
   fWeightMatrix0to1[6][22] = -0.863779038418099;
   fWeightMatrix0to1[7][22] = -0.680224225487701;
   fWeightMatrix0to1[8][22] = 0.460979692639611;
   fWeightMatrix0to1[9][22] = -1.51916737818539;
   fWeightMatrix0to1[10][22] = 0.832226232293113;
   fWeightMatrix0to1[11][22] = -1.49931055128035;
   fWeightMatrix0to1[12][22] = 0.728532562443192;
   fWeightMatrix0to1[13][22] = -0.628299582629386;
   fWeightMatrix0to1[14][22] = -4.04567401445434;
   fWeightMatrix0to1[15][22] = 0.963544704151088;
   fWeightMatrix0to1[16][22] = -1.13397645546093;
   fWeightMatrix0to1[17][22] = 1.2673761274736;
   fWeightMatrix0to1[18][22] = 0.500850390051813;
   fWeightMatrix0to1[19][22] = 0.565737833530982;
   fWeightMatrix0to1[20][22] = 0.369870756786446;
   fWeightMatrix0to1[21][22] = 1.30992968032594;
   fWeightMatrix0to1[22][22] = 1.03238870125681;
   fWeightMatrix0to1[23][22] = 4.17917194979034;
   fWeightMatrix0to1[24][22] = 0.610689300856866;
   fWeightMatrix0to1[25][22] = -1.73087112260521;
   fWeightMatrix0to1[26][22] = -1.40098006238455;
   fWeightMatrix0to1[27][22] = -4.05387586787189;
   fWeightMatrix0to1[28][22] = -1.61644387886097;
   fWeightMatrix0to1[29][22] = -0.496580399885529;
   fWeightMatrix0to1[30][22] = -2.86691388314556;
   fWeightMatrix0to1[31][22] = -0.546271610456018;
   fWeightMatrix0to1[32][22] = -14.6594838766373;
   fWeightMatrix0to1[33][22] = 0.715996447963969;
   fWeightMatrix0to1[34][22] = 3.17051027147408;
   fWeightMatrix0to1[35][22] = -0.30562857157669;
   fWeightMatrix0to1[36][22] = -1.03625513449937;
   fWeightMatrix0to1[0][23] = -1.99058512095588;
   fWeightMatrix0to1[1][23] = -33.2139780800146;
   fWeightMatrix0to1[2][23] = 1.52585148335843;
   fWeightMatrix0to1[3][23] = 0.657295422063989;
   fWeightMatrix0to1[4][23] = 1.76504175462341;
   fWeightMatrix0to1[5][23] = -0.684078870630663;
   fWeightMatrix0to1[6][23] = -7.9985135442859;
   fWeightMatrix0to1[7][23] = 13.4752053008511;
   fWeightMatrix0to1[8][23] = 1.04155070105282;
   fWeightMatrix0to1[9][23] = 0.10153548554969;
   fWeightMatrix0to1[10][23] = 1.54848146447145;
   fWeightMatrix0to1[11][23] = 10.1396846367974;
   fWeightMatrix0to1[12][23] = -0.0701331941979798;
   fWeightMatrix0to1[13][23] = -0.370509688275022;
   fWeightMatrix0to1[14][23] = 31.2473048452088;
   fWeightMatrix0to1[15][23] = -0.430465357328425;
   fWeightMatrix0to1[16][23] = -2.25928344882967;
   fWeightMatrix0to1[17][23] = 1.66382257480817;
   fWeightMatrix0to1[18][23] = 4.65201045083567;
   fWeightMatrix0to1[19][23] = -3.33589290747892;
   fWeightMatrix0to1[20][23] = -2.64522478677042;
   fWeightMatrix0to1[21][23] = -0.597971286065592;
   fWeightMatrix0to1[22][23] = 5.28822734061405;
   fWeightMatrix0to1[23][23] = -25.2292522211201;
   fWeightMatrix0to1[24][23] = 2.63338363844294;
   fWeightMatrix0to1[25][23] = 0.169578357668119;
   fWeightMatrix0to1[26][23] = -1.83266367990255;
   fWeightMatrix0to1[27][23] = 11.2939530569712;
   fWeightMatrix0to1[28][23] = 0.698073448057399;
   fWeightMatrix0to1[29][23] = -0.830084479363313;
   fWeightMatrix0to1[30][23] = 3.77239086901029;
   fWeightMatrix0to1[31][23] = -3.93550546779503;
   fWeightMatrix0to1[32][23] = 15.2837926838609;
   fWeightMatrix0to1[33][23] = 0.725688627393491;
   fWeightMatrix0to1[34][23] = -23.4439309160242;
   fWeightMatrix0to1[35][23] = -2.10664285115886;
   fWeightMatrix0to1[36][23] = -0.353226795895605;
   fWeightMatrix0to1[0][24] = 1.48016179812031;
   fWeightMatrix0to1[1][24] = 28.5143435568923;
   fWeightMatrix0to1[2][24] = 1.6324070955176;
   fWeightMatrix0to1[3][24] = 1.48469265713997;
   fWeightMatrix0to1[4][24] = 1.12252087352593;
   fWeightMatrix0to1[5][24] = -1.52650507402385;
   fWeightMatrix0to1[6][24] = 7.48616586046221;
   fWeightMatrix0to1[7][24] = -10.4286371548788;
   fWeightMatrix0to1[8][24] = -1.3659284288678;
   fWeightMatrix0to1[9][24] = -1.39140837925626;
   fWeightMatrix0to1[10][24] = -1.74882746562174;
   fWeightMatrix0to1[11][24] = -8.4400126558555;
   fWeightMatrix0to1[12][24] = -1.01877929420324;
   fWeightMatrix0to1[13][24] = 0.763839917169908;
   fWeightMatrix0to1[14][24] = -27.2711583923774;
   fWeightMatrix0to1[15][24] = 1.02093489837145;
   fWeightMatrix0to1[16][24] = 1.20717603965012;
   fWeightMatrix0to1[17][24] = -0.676874466513081;
   fWeightMatrix0to1[18][24] = -1.58806822241458;
   fWeightMatrix0to1[19][24] = 5.2655227471745;
   fWeightMatrix0to1[20][24] = 4.00562700638833;
   fWeightMatrix0to1[21][24] = 2.35177592219692;
   fWeightMatrix0to1[22][24] = -1.69887227362936;
   fWeightMatrix0to1[23][24] = 20.9671461466549;
   fWeightMatrix0to1[24][24] = 0.757734982644491;
   fWeightMatrix0to1[25][24] = 3.20426756981711;
   fWeightMatrix0to1[26][24] = -0.360445168668127;
   fWeightMatrix0to1[27][24] = -17.2365529083616;
   fWeightMatrix0to1[28][24] = -0.682278590908731;
   fWeightMatrix0to1[29][24] = -0.0966878179249666;
   fWeightMatrix0to1[30][24] = -4.72197695242448;
   fWeightMatrix0to1[31][24] = -0.781873717712046;
   fWeightMatrix0to1[32][24] = -33.4359665281779;
   fWeightMatrix0to1[33][24] = 1.79122041218595;
   fWeightMatrix0to1[34][24] = 20.4187324681272;
   fWeightMatrix0to1[35][24] = 0.718201855486394;
   fWeightMatrix0to1[36][24] = -0.935752056620613;
   fWeightMatrix0to1[0][25] = 2.32412780216363;
   fWeightMatrix0to1[1][25] = 0.297992271808053;
   fWeightMatrix0to1[2][25] = 0.560434557511597;
   fWeightMatrix0to1[3][25] = 0.628038752859322;
   fWeightMatrix0to1[4][25] = 0.545883204799081;
   fWeightMatrix0to1[5][25] = -0.725094834052689;
   fWeightMatrix0to1[6][25] = -0.0508292588999465;
   fWeightMatrix0to1[7][25] = 2.02433098051712;
   fWeightMatrix0to1[8][25] = 1.7506182614955;
   fWeightMatrix0to1[9][25] = -0.892687859519775;
   fWeightMatrix0to1[10][25] = 1.22472132860502;
   fWeightMatrix0to1[11][25] = 0.222553792833647;
   fWeightMatrix0to1[12][25] = -0.161421551001067;
   fWeightMatrix0to1[13][25] = -0.437153806783786;
   fWeightMatrix0to1[14][25] = 0.0967246198422922;
   fWeightMatrix0to1[15][25] = 0.879193417074807;
   fWeightMatrix0to1[16][25] = -2.11610662275875;
   fWeightMatrix0to1[17][25] = -0.44051692335347;
   fWeightMatrix0to1[18][25] = 1.55401257489513;
   fWeightMatrix0to1[19][25] = -0.073867508204224;
   fWeightMatrix0to1[20][25] = -1.60591510328717;
   fWeightMatrix0to1[21][25] = -0.0264186879597457;
   fWeightMatrix0to1[22][25] = -1.83371017442674;
   fWeightMatrix0to1[23][25] = 2.48944908945536;
   fWeightMatrix0to1[24][25] = 1.26142818112841;
   fWeightMatrix0to1[25][25] = -2.27653345920231;
   fWeightMatrix0to1[26][25] = -0.845038293216001;
   fWeightMatrix0to1[27][25] = -4.28614098260338;
   fWeightMatrix0to1[28][25] = -0.0168682872794372;
   fWeightMatrix0to1[29][25] = 1.72753119069641;
   fWeightMatrix0to1[30][25] = 0.632334134210651;
   fWeightMatrix0to1[31][25] = -1.22065679627924;
   fWeightMatrix0to1[32][25] = -2.37421578937809;
   fWeightMatrix0to1[33][25] = -0.657809638525704;
   fWeightMatrix0to1[34][25] = 0.117644396492846;
   fWeightMatrix0to1[35][25] = -0.131385652242088;
   fWeightMatrix0to1[36][25] = 2.10864209398699;
   fWeightMatrix0to1[0][26] = 2.26468546065295;
   fWeightMatrix0to1[1][26] = -5.42685543669575;
   fWeightMatrix0to1[2][26] = 0.132660012592032;
   fWeightMatrix0to1[3][26] = -0.596272367613469;
   fWeightMatrix0to1[4][26] = 0.951486780479595;
   fWeightMatrix0to1[5][26] = -0.889931942645989;
   fWeightMatrix0to1[6][26] = -1.40301677646738;
   fWeightMatrix0to1[7][26] = 5.29160581224189;
   fWeightMatrix0to1[8][26] = 0.289599791220023;
   fWeightMatrix0to1[9][26] = 0.0317733916108;
   fWeightMatrix0to1[10][26] = -0.816072721857408;
   fWeightMatrix0to1[11][26] = 1.31540752554844;
   fWeightMatrix0to1[12][26] = -2.20988402155712;
   fWeightMatrix0to1[13][26] = 1.90831966171982;
   fWeightMatrix0to1[14][26] = 7.26302399966596;
   fWeightMatrix0to1[15][26] = -2.04468017049523;
   fWeightMatrix0to1[16][26] = -1.38301484042009;
   fWeightMatrix0to1[17][26] = 1.47848154744361;
   fWeightMatrix0to1[18][26] = 0.520779277495108;
   fWeightMatrix0to1[19][26] = 0.497879565292858;
   fWeightMatrix0to1[20][26] = 0.634609285671633;
   fWeightMatrix0to1[21][26] = -0.597481446234527;
   fWeightMatrix0to1[22][26] = -0.146967910120628;
   fWeightMatrix0to1[23][26] = -6.91119012246066;
   fWeightMatrix0to1[24][26] = -0.453649259629852;
   fWeightMatrix0to1[25][26] = 1.20052205171533;
   fWeightMatrix0to1[26][26] = -0.582946527843324;
   fWeightMatrix0to1[27][26] = -2.07614456007648;
   fWeightMatrix0to1[28][26] = 1.71398511911344;
   fWeightMatrix0to1[29][26] = 1.60306901667555;
   fWeightMatrix0to1[30][26] = 2.97405494994363;
   fWeightMatrix0to1[31][26] = 0.874584938162987;
   fWeightMatrix0to1[32][26] = 6.94788516905506;
   fWeightMatrix0to1[33][26] = -1.19897354663137;
   fWeightMatrix0to1[34][26] = -3.12080870981626;
   fWeightMatrix0to1[35][26] = 1.24271639495094;
   fWeightMatrix0to1[36][26] = -0.512747588061117;
   fWeightMatrix0to1[0][27] = -0.474270943420498;
   fWeightMatrix0to1[1][27] = 5.18521380110815;
   fWeightMatrix0to1[2][27] = -0.393082065280848;
   fWeightMatrix0to1[3][27] = -1.73255389447693;
   fWeightMatrix0to1[4][27] = -0.345432825096764;
   fWeightMatrix0to1[5][27] = -0.71610600966802;
   fWeightMatrix0to1[6][27] = 0.456037277861906;
   fWeightMatrix0to1[7][27] = -4.10758929264207;
   fWeightMatrix0to1[8][27] = 1.21848036500875;
   fWeightMatrix0to1[9][27] = 0.469536885343172;
   fWeightMatrix0to1[10][27] = -1.56681597177892;
   fWeightMatrix0to1[11][27] = -2.81358581454999;
   fWeightMatrix0to1[12][27] = 1.71297640803139;
   fWeightMatrix0to1[13][27] = 1.52838822414846;
   fWeightMatrix0to1[14][27] = -7.46312921694244;
   fWeightMatrix0to1[15][27] = -2.00194771210528;
   fWeightMatrix0to1[16][27] = -0.82112363777861;
   fWeightMatrix0to1[17][27] = 0.76759715711775;
   fWeightMatrix0to1[18][27] = -2.43131740365816;
   fWeightMatrix0to1[19][27] = -0.681274788813654;
   fWeightMatrix0to1[20][27] = 1.92464939487181;
   fWeightMatrix0to1[21][27] = 0.337857044579293;
   fWeightMatrix0to1[22][27] = -1.51665860774694;
   fWeightMatrix0to1[23][27] = 4.28943722423548;
   fWeightMatrix0to1[24][27] = -0.576985143861023;
   fWeightMatrix0to1[25][27] = -1.73011789875017;
   fWeightMatrix0to1[26][27] = -0.967145581500004;
   fWeightMatrix0to1[27][27] = -9.80849258721046;
   fWeightMatrix0to1[28][27] = -1.652660666675;
   fWeightMatrix0to1[29][27] = 0.796874833304514;
   fWeightMatrix0to1[30][27] = -2.00257839967494;
   fWeightMatrix0to1[31][27] = 0.708830604197962;
   fWeightMatrix0to1[32][27] = -4.50605949102626;
   fWeightMatrix0to1[33][27] = -0.714379690712791;
   fWeightMatrix0to1[34][27] = 3.13669116515958;
   fWeightMatrix0to1[35][27] = -0.740634841706187;
   fWeightMatrix0to1[36][27] = 0.904233923760126;
   fWeightMatrix0to1[0][28] = 1.6477064803245;
   fWeightMatrix0to1[1][28] = 0.355005829377367;
   fWeightMatrix0to1[2][28] = 2.37480429778774;
   fWeightMatrix0to1[3][28] = -1.53436992554451;
   fWeightMatrix0to1[4][28] = 1.74640053512452;
   fWeightMatrix0to1[5][28] = 1.34907453905412;
   fWeightMatrix0to1[6][28] = 2.6435204526284;
   fWeightMatrix0to1[7][28] = 0.663654900591612;
   fWeightMatrix0to1[8][28] = 3.29177243648979;
   fWeightMatrix0to1[9][28] = -0.21243820665007;
   fWeightMatrix0to1[10][28] = 1.16157599243278;
   fWeightMatrix0to1[11][28] = -0.421971185667644;
   fWeightMatrix0to1[12][28] = 0.0432966349634014;
   fWeightMatrix0to1[13][28] = -0.623666326679393;
   fWeightMatrix0to1[14][28] = -0.0256630435875739;
   fWeightMatrix0to1[15][28] = 2.71368300435901;
   fWeightMatrix0to1[16][28] = 0.325954549649378;
   fWeightMatrix0to1[17][28] = -1.65415001892927;
   fWeightMatrix0to1[18][28] = 0.984511732272329;
   fWeightMatrix0to1[19][28] = -2.18741407375552;
   fWeightMatrix0to1[20][28] = -2.4840267502434;
   fWeightMatrix0to1[21][28] = 2.13689786811785;
   fWeightMatrix0to1[22][28] = -0.307009541733463;
   fWeightMatrix0to1[23][28] = -38.5546568383869;
   fWeightMatrix0to1[24][28] = 2.24006001832628;
   fWeightMatrix0to1[25][28] = -0.410737034454244;
   fWeightMatrix0to1[26][28] = -0.88191096094016;
   fWeightMatrix0to1[27][28] = 24.014465631626;
   fWeightMatrix0to1[28][28] = 1.67875756727917;
   fWeightMatrix0to1[29][28] = 0.0529841390260313;
   fWeightMatrix0to1[30][28] = 2.10262995649675;
   fWeightMatrix0to1[31][28] = 0.617595511465724;
   fWeightMatrix0to1[32][28] = 32.1617765218494;
   fWeightMatrix0to1[33][28] = -3.15429297147922;
   fWeightMatrix0to1[34][28] = -0.0488566212041562;
   fWeightMatrix0to1[35][28] = 1.6166323080627;
   fWeightMatrix0to1[36][28] = 0.596016684513596;
   fWeightMatrix0to1[0][29] = -1.94390846959477;
   fWeightMatrix0to1[1][29] = 3.57912615975068;
   fWeightMatrix0to1[2][29] = -0.99854974215712;
   fWeightMatrix0to1[3][29] = -1.98820310143203;
   fWeightMatrix0to1[4][29] = 1.65316275397655;
   fWeightMatrix0to1[5][29] = -1.57429758493951;
   fWeightMatrix0to1[6][29] = 0.798503906079808;
   fWeightMatrix0to1[7][29] = -5.94692002805805;
   fWeightMatrix0to1[8][29] = -0.43594097761232;
   fWeightMatrix0to1[9][29] = 1.01592909218781;
   fWeightMatrix0to1[10][29] = 0.792874825015045;
   fWeightMatrix0to1[11][29] = -3.52498290283891;
   fWeightMatrix0to1[12][29] = -0.353365904931417;
   fWeightMatrix0to1[13][29] = -0.669684281461411;
   fWeightMatrix0to1[14][29] = -4.71568885862623;
   fWeightMatrix0to1[15][29] = -1.41804318362011;
   fWeightMatrix0to1[16][29] = -0.286020501330403;
   fWeightMatrix0to1[17][29] = -2.82183991999148;
   fWeightMatrix0to1[18][29] = -2.09438522744025;
   fWeightMatrix0to1[19][29] = 2.19332345920366;
   fWeightMatrix0to1[20][29] = 0.376801144288198;
   fWeightMatrix0to1[21][29] = -0.286157471038306;
   fWeightMatrix0to1[22][29] = 1.55613442076334;
   fWeightMatrix0to1[23][29] = 1.38637680299034;
   fWeightMatrix0to1[24][29] = -2.31066292825051;
   fWeightMatrix0to1[25][29] = -1.15875346060852;
   fWeightMatrix0to1[26][29] = 0.132700865006816;
   fWeightMatrix0to1[27][29] = -1.07635765784164;
   fWeightMatrix0to1[28][29] = 1.61157507934579;
   fWeightMatrix0to1[29][29] = 0.216148564549155;
   fWeightMatrix0to1[30][29] = -2.41945592207766;
   fWeightMatrix0to1[31][29] = 1.50997356254522;
   fWeightMatrix0to1[32][29] = -0.71862939590746;
   fWeightMatrix0to1[33][29] = -0.535872297873938;
   fWeightMatrix0to1[34][29] = 7.41628362095906;
   fWeightMatrix0to1[35][29] = -1.63998585721173;
   fWeightMatrix0to1[36][29] = -1.63748023481244;
   // weight matrix from layer 1 to 2
   fWeightMatrix1to2[0][0] = -1.40920811354547;
   fWeightMatrix1to2[0][1] = -2.88735419410429;
   fWeightMatrix1to2[0][2] = -0.558279183342593;
   fWeightMatrix1to2[0][3] = -0.254797754865611;
   fWeightMatrix1to2[0][4] = -0.250910151249118;
   fWeightMatrix1to2[0][5] = 2.24832778348279;
   fWeightMatrix1to2[0][6] = -2.55401112559161;
   fWeightMatrix1to2[0][7] = 1.79625405433938;
   fWeightMatrix1to2[0][8] = -1.30648267817319;
   fWeightMatrix1to2[0][9] = -4.14471307380996;
   fWeightMatrix1to2[0][10] = -1.5409107326174;
   fWeightMatrix1to2[0][11] = 1.16471192495232;
   fWeightMatrix1to2[0][12] = -0.597941026176619;
   fWeightMatrix1to2[0][13] = 4.2198938860619;
   fWeightMatrix1to2[0][14] = 1.89040749473568;
   fWeightMatrix1to2[0][15] = -3.17888360382501;
   fWeightMatrix1to2[0][16] = -0.67297596276951;
   fWeightMatrix1to2[0][17] = 2.07414631393024;
   fWeightMatrix1to2[0][18] = 0.590118790689109;
   fWeightMatrix1to2[0][19] = -0.779116722320123;
   fWeightMatrix1to2[0][20] = -0.806454585517637;
   fWeightMatrix1to2[0][21] = -1.81616979652497;
   fWeightMatrix1to2[0][22] = 0.614880890264298;
   fWeightMatrix1to2[0][23] = -8.4673633878941;
   fWeightMatrix1to2[0][24] = 1.59136341588399;
   fWeightMatrix1to2[0][25] = -4.18795880039204;
   fWeightMatrix1to2[0][26] = -0.739722141606191;
   fWeightMatrix1to2[0][27] = 5.27026958836324;
   fWeightMatrix1to2[0][28] = -2.50338737083362;
   fWeightMatrix1to2[0][29] = -2.63960624403775;
   fWeightMatrix1to2[0][30] = 0.975253680946334;
   fWeightMatrix1to2[0][31] = -2.46069763941499;
   fWeightMatrix1to2[0][32] = 6.1049792249538;
   fWeightMatrix1to2[0][33] = 3.85338606052456;
   fWeightMatrix1to2[0][34] = -2.44406343237521;
   fWeightMatrix1to2[0][35] = -1.66056087760635;
   fWeightMatrix1to2[0][36] = 0.526630057401512;
   fWeightMatrix1to2[0][37] = -0.183733165050371;
}

inline double ReadElectron_Downstream_TMVA::GetMvaValue__( const std::vector<double>& inputValues ) const
{
   if (inputValues.size() != (unsigned int)fLayerSize[0]-1) {
      std::cout << "Input vector needs to be of size " << fLayerSize[0]-1 << std::endl;
      return 0;
   }

   for (int l=0; l<fLayers; l++)
      for (int i=0; i<fLayerSize[l]; i++) fWeights[l][i]=0;

   for (int l=0; l<fLayers-1; l++)
      fWeights[l][fLayerSize[l]-1]=1;

   for (int i=0; i<fLayerSize[0]-1; i++)
      fWeights[0][i]=inputValues[i];

   // layer 0 to 1
   for (int o=0; o<fLayerSize[1]-1; o++) {
      for (int i=0; i<fLayerSize[0]; i++) {
         double inputVal = fWeightMatrix0to1[o][i] * fWeights[0][i];
         fWeights[1][o] += inputVal;
      }
      fWeights[1][o] = ActivationFnc(fWeights[1][o]);
   }
   // layer 1 to 2
   for (int o=0; o<fLayerSize[2]; o++) {
      for (int i=0; i<fLayerSize[1]; i++) {
         double inputVal = fWeightMatrix1to2[o][i] * fWeights[1][i];
         fWeights[2][o] += inputVal;
      }
      fWeights[2][o] = OutputActivationFnc(fWeights[2][o]);
   }

   return fWeights[2][0];
}

double ReadElectron_Downstream_TMVA::ActivationFnc(double x) const {
   // hyperbolic tan
   return tanh(x);
}
double ReadElectron_Downstream_TMVA::OutputActivationFnc(double x) const {
   // sigmoid
   return 1.0/(1.0+exp(-x));
}
   
// Clean up
inline void ReadElectron_Downstream_TMVA::Clear() 
{
   // clean up the arrays
   for (int lIdx = 0; lIdx < 3; lIdx++) {
      delete[] fWeights[lIdx];
   }
}
   inline double ReadElectron_Downstream_TMVA::GetMvaValue( const std::vector<double>& inputValues ) const
   {
      // classifier response value
      double retval = 0;

      // classifier response, sanity check first
      if (!IsStatusClean()) {
         std::cout << "Problem in class \"" << fClassName << "\": cannot return classifier response"
                   << " because status is dirty" << std::endl;
         retval = 0;
      }
      else {
         if (IsNormalised()) {
            // normalise variables
            std::vector<double> iV;
            iV.reserve(inputValues.size());
            int ivar = 0;
            for (std::vector<double>::const_iterator varIt = inputValues.begin();
                 varIt != inputValues.end(); varIt++, ivar++) {
               iV.push_back(NormVariable( *varIt, fVmin[ivar], fVmax[ivar] ));
            }
            Transform( iV, -1 );
            retval = GetMvaValue__( iV );
         }
         else {
            std::vector<double> iV;
            int ivar = 0;
            for (std::vector<double>::const_iterator varIt = inputValues.begin();
                 varIt != inputValues.end(); varIt++, ivar++) {
               iV.push_back(*varIt);
            }
            Transform( iV, -1 );
            retval = GetMvaValue__( iV );
         }
      }

      return retval;
   }

//_______________________________________________________________________
inline void ReadElectron_Downstream_TMVA::InitTransform_1()
{
   // Normalization transformation, initialisation
   fMin_1[0][0] = 1129.02001953;
   fMax_1[0][0] = 811066.0625;
   fMin_1[1][0] = 1219.83996582;
   fMax_1[1][0] = 352291.75;
   fMin_1[2][0] = 1129.02001953;
   fMax_1[2][0] = 811066.0625;
   fMin_1[0][1] = 1.27196741104;
   fMax_1[0][1] = 44815.9179688;
   fMin_1[1][1] = 30.1943950653;
   fMax_1[1][1] = 33120.6367188;
   fMin_1[2][1] = 1.27196741104;
   fMax_1[2][1] = 44815.9179688;
   fMin_1[0][2] = 0.0221425648779;
   fMax_1[0][2] = 3.9998562336;
   fMin_1[1][2] = 0.134092867374;
   fMax_1[1][2] = 3.96503591537;
   fMin_1[2][2] = 0.0221425648779;
   fMax_1[2][2] = 3.9998562336;
   fMin_1[0][3] = 5;
   fMax_1[0][3] = 32;
   fMin_1[1][3] = 6;
   fMax_1[1][3] = 30;
   fMin_1[2][3] = 5;
   fMax_1[2][3] = 32;
   fMin_1[0][4] = 0.00018504599575;
   fMax_1[0][4] = 0.399992078543;
   fMin_1[1][4] = 0.000358027027687;
   fMax_1[1][4] = 0.399931550026;
   fMin_1[2][4] = 0.00018504599575;
   fMax_1[2][4] = 0.399992078543;
   fMin_1[0][5] = 0.000378800497856;
   fMax_1[0][5] = 76.1383132935;
   fMin_1[1][5] = 0.218401193619;
   fMax_1[1][5] = 50.6511154175;
   fMin_1[2][5] = 0.000378800497856;
   fMax_1[2][5] = 76.1383132935;
   fMin_1[0][6] = 1;
   fMax_1[0][6] = 28;
   fMin_1[1][6] = 3;
   fMax_1[1][6] = 26;
   fMin_1[2][6] = 1;
   fMax_1[2][6] = 28;
   fMin_1[0][7] = 0;
   fMax_1[0][7] = 1;
   fMin_1[1][7] = 0;
   fMax_1[1][7] = 1;
   fMin_1[2][7] = 0;
   fMax_1[2][7] = 1;
   fMin_1[0][8] = 0;
   fMax_1[0][8] = 1;
   fMin_1[1][8] = 0;
   fMax_1[1][8] = 1;
   fMin_1[2][8] = 0;
   fMax_1[2][8] = 1;
   fMin_1[0][9] = 0;
   fMax_1[0][9] = 1;
   fMin_1[1][9] = 0;
   fMax_1[1][9] = 1;
   fMin_1[2][9] = 0;
   fMax_1[2][9] = 1;
   fMin_1[0][10] = 0;
   fMax_1[0][10] = 1;
   fMin_1[1][10] = 0;
   fMax_1[1][10] = 1;
   fMin_1[2][10] = 0;
   fMax_1[2][10] = 1;
   fMin_1[0][11] = -999;
   fMax_1[0][11] = 119.185096741;
   fMin_1[1][11] = -999;
   fMax_1[1][11] = 161.280395508;
   fMin_1[2][11] = -999;
   fMax_1[2][11] = 161.280395508;
   fMin_1[0][12] = -999;
   fMax_1[0][12] = 128.538696289;
   fMin_1[1][12] = -999;
   fMax_1[1][12] = 70.861000061;
   fMin_1[2][12] = -999;
   fMax_1[2][12] = 128.538696289;
   fMin_1[0][13] = -999;
   fMax_1[0][13] = 152.653305054;
   fMin_1[1][13] = -999;
   fMax_1[1][13] = 99.6630020142;
   fMin_1[2][13] = -999;
   fMax_1[2][13] = 152.653305054;
   fMin_1[0][14] = -999;
   fMax_1[0][14] = 121.268501282;
   fMin_1[1][14] = -999;
   fMax_1[1][14] = 40.1333999634;
   fMin_1[2][14] = -999;
   fMax_1[2][14] = 121.268501282;
   fMin_1[0][15] = -999;
   fMax_1[0][15] = 72.5792007446;
   fMin_1[1][15] = -999;
   fMax_1[1][15] = 40.1333999634;
   fMin_1[2][15] = -999;
   fMax_1[2][15] = 72.5792007446;
   fMin_1[0][16] = 0;
   fMax_1[0][16] = 1;
   fMin_1[1][16] = 0;
   fMax_1[1][16] = 1;
   fMin_1[2][16] = 0;
   fMax_1[2][16] = 1;
   fMin_1[0][17] = -999;
   fMax_1[0][17] = 0.0247000008821;
   fMin_1[1][17] = -999;
   fMax_1[1][17] = 0.000300000014249;
   fMin_1[2][17] = -999;
   fMax_1[2][17] = 0.0247000008821;
   fMin_1[0][18] = -999;
   fMax_1[0][18] = 0;
   fMin_1[1][18] = -999;
   fMax_1[1][18] = 0;
   fMin_1[2][18] = -999;
   fMax_1[2][18] = 0;
   fMin_1[0][19] = 0;
   fMax_1[0][19] = 1;
   fMin_1[1][19] = 0;
   fMax_1[1][19] = 1;
   fMin_1[2][19] = 0;
   fMax_1[2][19] = 1;
   fMin_1[0][20] = 0;
   fMax_1[0][20] = 1;
   fMin_1[1][20] = 0;
   fMax_1[1][20] = 1;
   fMin_1[2][20] = 0;
   fMax_1[2][20] = 1;
   fMin_1[0][21] = 0;
   fMax_1[0][21] = 33;
   fMin_1[1][21] = 0;
   fMax_1[1][21] = 20;
   fMin_1[2][21] = 0;
   fMax_1[2][21] = 33;
   fMin_1[0][22] = 0;
   fMax_1[0][22] = 1;
   fMin_1[1][22] = 0;
   fMax_1[1][22] = 1;
   fMin_1[2][22] = 0;
   fMax_1[2][22] = 1;
   fMin_1[0][23] = -999;
   fMax_1[0][23] = 4.34127378464;
   fMin_1[1][23] = -999;
   fMax_1[1][23] = 4.34127378464;
   fMin_1[2][23] = -999;
   fMax_1[2][23] = 4.34127378464;
   fMin_1[0][24] = -999;
   fMax_1[0][24] = 2.64517307281;
   fMin_1[1][24] = -999;
   fMax_1[1][24] = 2.64517307281;
   fMin_1[2][24] = -999;
   fMax_1[2][24] = 2.64517307281;
   fMin_1[0][25] = 0;
   fMax_1[0][25] = 1;
   fMin_1[1][25] = 0;
   fMax_1[1][25] = 1;
   fMin_1[2][25] = 0;
   fMax_1[2][25] = 1;
   fMin_1[0][26] = -999;
   fMax_1[0][26] = 3.00366544724;
   fMin_1[1][26] = -999;
   fMax_1[1][26] = 2.48637318611;
   fMin_1[2][26] = -999;
   fMax_1[2][26] = 3.00366544724;
   fMin_1[0][27] = -999;
   fMax_1[0][27] = 2.61016368866;
   fMin_1[1][27] = -999;
   fMax_1[1][27] = 2.61016368866;
   fMin_1[2][27] = -999;
   fMax_1[2][27] = 2.61016368866;
   fMin_1[0][28] = -999;
   fMax_1[0][28] = 3.46313500404;
   fMin_1[1][28] = -999;
   fMax_1[1][28] = 3.46313500404;
   fMin_1[2][28] = -999;
   fMax_1[2][28] = 3.46313500404;
}

//_______________________________________________________________________
inline void ReadElectron_Downstream_TMVA::Transform_1( std::vector<double>& iv, int cls) const
{
   // Normalization transformation
   if (cls < 0 || cls > 2) {
   if (2 > 1 ) cls = 2;
      else cls = 2;
   }
   const int nVar = 29;

   // get indices of used variables

   // define the indices of the variables which are transformed by this transformation
   static std::vector<int> indicesGet;
   static std::vector<int> indicesPut;

   if ( indicesGet.empty() ) { 
      indicesGet.reserve(fNvars);
      indicesGet.push_back( 0);
      indicesGet.push_back( 1);
      indicesGet.push_back( 2);
      indicesGet.push_back( 3);
      indicesGet.push_back( 4);
      indicesGet.push_back( 5);
      indicesGet.push_back( 6);
      indicesGet.push_back( 7);
      indicesGet.push_back( 8);
      indicesGet.push_back( 9);
      indicesGet.push_back( 10);
      indicesGet.push_back( 11);
      indicesGet.push_back( 12);
      indicesGet.push_back( 13);
      indicesGet.push_back( 14);
      indicesGet.push_back( 15);
      indicesGet.push_back( 16);
      indicesGet.push_back( 17);
      indicesGet.push_back( 18);
      indicesGet.push_back( 19);
      indicesGet.push_back( 20);
      indicesGet.push_back( 21);
      indicesGet.push_back( 22);
      indicesGet.push_back( 23);
      indicesGet.push_back( 24);
      indicesGet.push_back( 25);
      indicesGet.push_back( 26);
      indicesGet.push_back( 27);
      indicesGet.push_back( 28);
   } 
   if ( indicesPut.empty() ) { 
      indicesPut.reserve(fNvars);
      indicesPut.push_back( 0);
      indicesPut.push_back( 1);
      indicesPut.push_back( 2);
      indicesPut.push_back( 3);
      indicesPut.push_back( 4);
      indicesPut.push_back( 5);
      indicesPut.push_back( 6);
      indicesPut.push_back( 7);
      indicesPut.push_back( 8);
      indicesPut.push_back( 9);
      indicesPut.push_back( 10);
      indicesPut.push_back( 11);
      indicesPut.push_back( 12);
      indicesPut.push_back( 13);
      indicesPut.push_back( 14);
      indicesPut.push_back( 15);
      indicesPut.push_back( 16);
      indicesPut.push_back( 17);
      indicesPut.push_back( 18);
      indicesPut.push_back( 19);
      indicesPut.push_back( 20);
      indicesPut.push_back( 21);
      indicesPut.push_back( 22);
      indicesPut.push_back( 23);
      indicesPut.push_back( 24);
      indicesPut.push_back( 25);
      indicesPut.push_back( 26);
      indicesPut.push_back( 27);
      indicesPut.push_back( 28);
   } 

   static std::vector<double> dv;
   dv.resize(nVar);
   for (int ivar=0; ivar<nVar; ivar++) dv[ivar] = iv[indicesGet.at(ivar)];
   for (int ivar=0;ivar<29;ivar++) {
      double offset = fMin_1[cls][ivar];
      double scale  = 1.0/(fMax_1[cls][ivar]-fMin_1[cls][ivar]);
      iv[indicesPut.at(ivar)] = (dv[ivar]-offset)*scale * 2 - 1;
   }
}

//_______________________________________________________________________
inline void ReadElectron_Downstream_TMVA::InitTransform()
{
   InitTransform_1();
}

//_______________________________________________________________________
inline void ReadElectron_Downstream_TMVA::Transform( std::vector<double>& iv, int sigOrBgd ) const
{
   Transform_1( iv, sigOrBgd );
}