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

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

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

Method         : MLP::Proton_Long_TMVA
TMVA Release   : 4.1.4         [262404]
ROOT Release   : 5.34/05       [336389]
Creator        : jonrob
Date           : Thu Apr 11 16:02:42 2013
Host           : Linux lxbuild175.cern.ch 2.6.18-308.4.1.el5 #1 SMP Wed Apr 18 16:26:27 CEST 2012 x86_64 x86_64 x86_64 GNU/Linux
Dir            : /afs/cern.ch/work/j/jonrob/www/ANNPID/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.2/BP/NCycles750/CE/tanh/Proton/Long
Training events: 1000000
Analysis type  : [Classification]


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

# Set by User:
NCycles: "750" [Number of training cycles]
HiddenLayers: "45" [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!)]
# 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]
ConvergenceImprove: "1.000000e-30" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)]
ConvergenceTests: "-1" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)]
UseRegulator: "False" [Use regulator to avoid over-training]
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 38
TrackP                        TrackP                        TrackP                        TrackP                                                          'F'    [1159.58996582,4943377]
TrackPt                       TrackPt                       TrackPt                       TrackPt                                                         'F'    [1.29624128342,634796.25]
TrackChi2PerDof               TrackChi2PerDof               TrackChi2PerDof               TrackChi2PerDof                                                 'F'    [0.148644536734,2.99998402596]
TrackNumDof                   TrackNumDof                   TrackNumDof                   TrackNumDof                                                     'I'    [7,53]
TrackLikelihood               TrackLikelihood               TrackLikelihood               TrackLikelihood                                                 'F'    [-99.9788513184,-0.175433561206]
TrackGhostProbability         TrackGhostProbability         TrackGhostProbability         TrackGhostProbability                                           'F'    [-999,1]
TrackFitMatchChi2             TrackFitMatchChi2             TrackFitMatchChi2             TrackFitMatchChi2                                               'F'    [0.0225977953523,108.616737366]
TrackCloneDist                TrackCloneDist                TrackCloneDist                TrackCloneDist                                                  'F'    [-999,4999.86230469]
TrackFitVeloChi2              TrackFitVeloChi2              TrackFitVeloChi2              TrackFitVeloChi2                                                'F'    [7.11076427251e-05,103.772224426]
TrackFitVeloNDoF              TrackFitVeloNDoF              TrackFitVeloNDoF              TrackFitVeloNDoF                                                'I'    [1,25]
TrackFitTChi2                 TrackFitTChi2                 TrackFitTChi2                 TrackFitTChi2                                                   'F'    [0.000427323015174,90.3509063721]
TrackFitTNDoF                 TrackFitTNDoF                 TrackFitTNDoF                 TrackFitTNDoF                                                   'I'    [1,29]
RichUsedAero                  RichUsedAero                  RichUsedAero                  RichUsedAero                                                    'I'    [0,1]
RichUsedR1Gas                 RichUsedR1Gas                 RichUsedR1Gas                 RichUsedR1Gas                                                   'I'    [0,1]
RichUsedR2Gas                 RichUsedR2Gas                 RichUsedR2Gas                 RichUsedR2Gas                                                   'I'    [0,1]
RichAbovePiThres              RichAbovePiThres              RichAbovePiThres              RichAbovePiThres                                                'I'    [0,1]
RichAboveKaThres              RichAboveKaThres              RichAboveKaThres              RichAboveKaThres                                                'I'    [0,1]
RichAbovePrThres              RichAbovePrThres              RichAbovePrThres              RichAbovePrThres                                                'I'    [0,1]
RichDLLe                      RichDLLe                      RichDLLe                      RichDLLe                                                        'F'    [-999,111.730102539]
RichDLLmu                     RichDLLmu                     RichDLLmu                     RichDLLmu                                                       'F'    [-999,76.87840271]
RichDLLk                      RichDLLk                      RichDLLk                      RichDLLk                                                        'F'    [-999,101.990898132]
RichDLLp                      RichDLLp                      RichDLLp                      RichDLLp                                                        'F'    [-999,94.9334030151]
RichDLLbt                     RichDLLbt                     RichDLLbt                     RichDLLbt                                                       'F'    [-999,64.6279983521]
MuonBkgLL                     MuonBkgLL                     MuonBkgLL                     MuonBkgLL                                                       'F'    [-999,0.0234999991953]
MuonMuLL                      MuonMuLL                      MuonMuLL                      MuonMuLL                                                        'F'    [-999,0]
MuonIsMuon                    MuonIsMuon                    MuonIsMuon                    MuonIsMuon                                                      'I'    [0,1]
MuonNShared                   MuonNShared                   MuonNShared                   MuonNShared                                                     'I'    [0,74]
InAccMuon                     InAccMuon                     InAccMuon                     InAccMuon                                                       'I'    [0,1]
MuonIsLooseMuon               MuonIsLooseMuon               MuonIsLooseMuon               MuonIsLooseMuon                                                 'I'    [0,1]
EcalPIDe                      EcalPIDe                      EcalPIDe                      EcalPIDe                                                        'F'    [-999,4.34127378464]
EcalPIDmu                     EcalPIDmu                     EcalPIDmu                     EcalPIDmu                                                       'F'    [-999,2.15297603607]
HcalPIDe                      HcalPIDe                      HcalPIDe                      HcalPIDe                                                        'F'    [-999,3.12796974182]
HcalPIDmu                     HcalPIDmu                     HcalPIDmu                     HcalPIDmu                                                       'F'    [-999,2.87338900566]
CaloPrsE                      CaloPrsE                      CaloPrsE                      CaloPrsE                                                        'F'    [-999,280.579986572]
PrsPIDe                       PrsPIDe                       PrsPIDe                       PrsPIDe                                                         'F'    [-999,3.46313500404]
InAccBrem                     InAccBrem                     InAccBrem                     InAccBrem                                                       'I'    [0,1]
BremPIDe                      BremPIDe                      BremPIDe                      BremPIDe                                                        'F'    [-999,4.79148387909]
VeloCharge                    VeloCharge                    VeloCharge                    VeloCharge                                                      'F'    [0.471910119057,4.62359571457]
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 ReadProton_Long_TMVA : public IClassifierReader {

 public:

   // constructor
   ReadProton_Long_TMVA( std::vector<std::string>& theInputVars ) 
      : IClassifierReader(),
        fClassName( "ReadProton_Long_TMVA" ),
        fNvars( 38 ),
        fIsNormalised( false )
   {      
      // the training input variables
      const char* inputVars[] = { "TrackP", "TrackPt", "TrackChi2PerDof", "TrackNumDof", "TrackLikelihood", "TrackGhostProbability", "TrackFitMatchChi2", "TrackCloneDist", "TrackFitVeloChi2", "TrackFitVeloNDoF", "TrackFitTChi2", "TrackFitTNDoF", "RichUsedAero", "RichUsedR1Gas", "RichUsedR2Gas", "RichAbovePiThres", "RichAboveKaThres", "RichAbovePrThres", "RichDLLe", "RichDLLmu", "RichDLLk", "RichDLLp", "RichDLLbt", "MuonBkgLL", "MuonMuLL", "MuonIsMuon", "MuonNShared", "InAccMuon", "MuonIsLooseMuon", "EcalPIDe", "EcalPIDmu", "HcalPIDe", "HcalPIDmu", "CaloPrsE", "PrsPIDe", "InAccBrem", "BremPIDe", "VeloCharge" };

      // 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] = 0.99999988079071;
      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] = 1;
      fVmin[18] = -1;
      fVmax[18] = 1;
      fVmin[19] = -1;
      fVmax[19] = 0.99999988079071;
      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] = 1;
      fVmin[29] = -1;
      fVmax[29] = 1;
      fVmin[30] = -1;
      fVmax[30] = 1;
      fVmin[31] = -1;
      fVmax[31] = 1;
      fVmin[32] = -1;
      fVmax[32] = 1;
      fVmin[33] = -1;
      fVmax[33] = 1;
      fVmin[34] = -1;
      fVmax[34] = 0.99999988079071;
      fVmin[35] = -1;
      fVmax[35] = 1;
      fVmin[36] = -1;
      fVmax[36] = 1;
      fVmin[37] = -1;
      fVmax[37] = 1;

      // initialize input variable types
      fType[0] = 'F';
      fType[1] = 'F';
      fType[2] = 'F';
      fType[3] = 'I';
      fType[4] = 'F';
      fType[5] = 'F';
      fType[6] = 'F';
      fType[7] = 'F';
      fType[8] = 'F';
      fType[9] = 'I';
      fType[10] = 'F';
      fType[11] = 'I';
      fType[12] = 'I';
      fType[13] = 'I';
      fType[14] = 'I';
      fType[15] = 'I';
      fType[16] = 'I';
      fType[17] = 'I';
      fType[18] = 'F';
      fType[19] = 'F';
      fType[20] = 'F';
      fType[21] = 'F';
      fType[22] = 'F';
      fType[23] = 'F';
      fType[24] = 'F';
      fType[25] = 'I';
      fType[26] = 'I';
      fType[27] = 'I';
      fType[28] = 'I';
      fType[29] = 'F';
      fType[30] = 'F';
      fType[31] = 'F';
      fType[32] = 'F';
      fType[33] = 'F';
      fType[34] = 'F';
      fType[35] = 'I';
      fType[36] = 'F';
      fType[37] = 'F';

      // initialize constants
      Initialize();

      // initialize transformation
      InitTransform();
   }

   // destructor
   virtual ~ReadProton_Long_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][38];
   double fMax_1[3][38];
   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[38];
   double fVmax[38];
   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[38];

   // 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[46][39];   // weight matrix from layer 0 to 1
   double fWeightMatrix1to2[1][46];   // weight matrix from layer 1 to 2

   double * fWeights[3];
};

inline void ReadProton_Long_TMVA::Initialize()
{
   // build network structure
   fLayers = 3;
   fLayerSize[0] = 39; fWeights[0] = new double[39]; 
   fLayerSize[1] = 46; fWeights[1] = new double[46]; 
   fLayerSize[2] = 1; fWeights[2] = new double[1]; 
   // weight matrix from layer 0 to 1
   fWeightMatrix0to1[0][0] = -0.194344216735794;
   fWeightMatrix0to1[1][0] = 0.922171104164583;
   fWeightMatrix0to1[2][0] = 0.58524556765552;
   fWeightMatrix0to1[3][0] = 2.34366340823129;
   fWeightMatrix0to1[4][0] = 2.89076838070271;
   fWeightMatrix0to1[5][0] = -15.4324980354543;
   fWeightMatrix0to1[6][0] = -0.524486458249876;
   fWeightMatrix0to1[7][0] = 1.49224955376556;
   fWeightMatrix0to1[8][0] = -1.27745107155297;
   fWeightMatrix0to1[9][0] = -0.943970961050508;
   fWeightMatrix0to1[10][0] = -1.26391312289545;
   fWeightMatrix0to1[11][0] = 0.256701165696052;
   fWeightMatrix0to1[12][0] = -1.2171247734386;
   fWeightMatrix0to1[13][0] = 6.71875699251101;
   fWeightMatrix0to1[14][0] = -0.919097886258061;
   fWeightMatrix0to1[15][0] = -4.35145894367839;
   fWeightMatrix0to1[16][0] = -1.48715799233039;
   fWeightMatrix0to1[17][0] = 3.74732493895954;
   fWeightMatrix0to1[18][0] = 1.49575777029716;
   fWeightMatrix0to1[19][0] = 0.580549864253619;
   fWeightMatrix0to1[20][0] = -0.393967633072259;
   fWeightMatrix0to1[21][0] = 3.8821606084149;
   fWeightMatrix0to1[22][0] = 0.162180537203712;
   fWeightMatrix0to1[23][0] = -0.484295985197589;
   fWeightMatrix0to1[24][0] = -10.1631464260926;
   fWeightMatrix0to1[25][0] = -0.114798237904275;
   fWeightMatrix0to1[26][0] = 1.17900765386213;
   fWeightMatrix0to1[27][0] = -5.39127372705596;
   fWeightMatrix0to1[28][0] = -1.90578869267149;
   fWeightMatrix0to1[29][0] = -0.00585699172498799;
   fWeightMatrix0to1[30][0] = 0.409930509730248;
   fWeightMatrix0to1[31][0] = 3.83548867977972;
   fWeightMatrix0to1[32][0] = -0.866161981360972;
   fWeightMatrix0to1[33][0] = 0.0868665543972478;
   fWeightMatrix0to1[34][0] = 1.27679412185377;
   fWeightMatrix0to1[35][0] = -0.242019248810626;
   fWeightMatrix0to1[36][0] = -1.04161885635719;
   fWeightMatrix0to1[37][0] = 4.46689708994716;
   fWeightMatrix0to1[38][0] = -1.4048700362321;
   fWeightMatrix0to1[39][0] = 7.54953134742909;
   fWeightMatrix0to1[40][0] = 1.46619025679271;
   fWeightMatrix0to1[41][0] = 2.53364135937679;
   fWeightMatrix0to1[42][0] = 2.21882716194329;
   fWeightMatrix0to1[43][0] = 1.67415049037114;
   fWeightMatrix0to1[44][0] = -2.00711086855088;
   fWeightMatrix0to1[0][1] = -1.44580233589677;
   fWeightMatrix0to1[1][1] = 0.762769022270074;
   fWeightMatrix0to1[2][1] = -0.18843771039522;
   fWeightMatrix0to1[3][1] = 2.1268344704057;
   fWeightMatrix0to1[4][1] = 5.37445423269274;
   fWeightMatrix0to1[5][1] = -13.1131391485427;
   fWeightMatrix0to1[6][1] = 1.42952363836871;
   fWeightMatrix0to1[7][1] = -2.18949910565341;
   fWeightMatrix0to1[8][1] = 1.29588393792615;
   fWeightMatrix0to1[9][1] = -2.18358471874203;
   fWeightMatrix0to1[10][1] = -0.156470578833865;
   fWeightMatrix0to1[11][1] = -0.800857972772502;
   fWeightMatrix0to1[12][1] = -1.72593697536753;
   fWeightMatrix0to1[13][1] = 8.46488869240076;
   fWeightMatrix0to1[14][1] = 0.364156330786362;
   fWeightMatrix0to1[15][1] = -5.43706919126625;
   fWeightMatrix0to1[16][1] = -0.793692109400224;
   fWeightMatrix0to1[17][1] = 1.88188778959427;
   fWeightMatrix0to1[18][1] = 1.77625675832273;
   fWeightMatrix0to1[19][1] = 0.893812275579139;
   fWeightMatrix0to1[20][1] = -0.427983704153724;
   fWeightMatrix0to1[21][1] = 3.42114944061826;
   fWeightMatrix0to1[22][1] = -2.18592210836804;
   fWeightMatrix0to1[23][1] = -0.0615417352267185;
   fWeightMatrix0to1[24][1] = -10.052703348276;
   fWeightMatrix0to1[25][1] = -0.624497586445061;
   fWeightMatrix0to1[26][1] = -1.77112391415804;
   fWeightMatrix0to1[27][1] = -2.54526555710117;
   fWeightMatrix0to1[28][1] = 1.17304117288206;
   fWeightMatrix0to1[29][1] = 1.15424503600175;
   fWeightMatrix0to1[30][1] = -0.803518936775523;
   fWeightMatrix0to1[31][1] = 0.231007618021386;
   fWeightMatrix0to1[32][1] = -1.78274794210046;
   fWeightMatrix0to1[33][1] = 1.4711005745449;
   fWeightMatrix0to1[34][1] = 1.36216260123949;
   fWeightMatrix0to1[35][1] = 2.04890052091844;
   fWeightMatrix0to1[36][1] = 1.09630758257466;
   fWeightMatrix0to1[37][1] = 3.4100260925728;
   fWeightMatrix0to1[38][1] = -0.874186091051429;
   fWeightMatrix0to1[39][1] = 4.8119521668751;
   fWeightMatrix0to1[40][1] = 0.0334350047453509;
   fWeightMatrix0to1[41][1] = 2.2223129418666;
   fWeightMatrix0to1[42][1] = -2.25823274492621;
   fWeightMatrix0to1[43][1] = -1.12462553426856;
   fWeightMatrix0to1[44][1] = -2.68122862792657;
   fWeightMatrix0to1[0][2] = -1.06825332713215;
   fWeightMatrix0to1[1][2] = -0.657309181639837;
   fWeightMatrix0to1[2][2] = 0.0999162383847884;
   fWeightMatrix0to1[3][2] = -2.4489223635493;
   fWeightMatrix0to1[4][2] = -0.724708069453493;
   fWeightMatrix0to1[5][2] = -0.18717429116598;
   fWeightMatrix0to1[6][2] = -0.0462156736671841;
   fWeightMatrix0to1[7][2] = 0.223764759681566;
   fWeightMatrix0to1[8][2] = 0.299391151326851;
   fWeightMatrix0to1[9][2] = 0.119744353703658;
   fWeightMatrix0to1[10][2] = -2.72109076097989;
   fWeightMatrix0to1[11][2] = -3.07110717584748;
   fWeightMatrix0to1[12][2] = 0.267691552571599;
   fWeightMatrix0to1[13][2] = -0.0244686687346223;
   fWeightMatrix0to1[14][2] = 0.0902712151921999;
   fWeightMatrix0to1[15][2] = 0.02824001441289;
   fWeightMatrix0to1[16][2] = 0.863555934603565;
   fWeightMatrix0to1[17][2] = -1.64235145621468;
   fWeightMatrix0to1[18][2] = 1.05753494767781;
   fWeightMatrix0to1[19][2] = -0.11937306049964;
   fWeightMatrix0to1[20][2] = 0.0456084333125809;
   fWeightMatrix0to1[21][2] = 0.834915542847679;
   fWeightMatrix0to1[22][2] = 0.581108502901194;
   fWeightMatrix0to1[23][2] = -0.682749308345454;
   fWeightMatrix0to1[24][2] = -0.102825942179699;
   fWeightMatrix0to1[25][2] = 0.983418636318041;
   fWeightMatrix0to1[26][2] = 1.31632900880735;
   fWeightMatrix0to1[27][2] = -0.437121336980633;
   fWeightMatrix0to1[28][2] = 1.68277348832016;
   fWeightMatrix0to1[29][2] = 0.542176780379174;
   fWeightMatrix0to1[30][2] = -0.517272839340797;
   fWeightMatrix0to1[31][2] = -0.835174683721779;
   fWeightMatrix0to1[32][2] = 0.00239036091637197;
   fWeightMatrix0to1[33][2] = 0.22585208326196;
   fWeightMatrix0to1[34][2] = -0.449688036105262;
   fWeightMatrix0to1[35][2] = 0.22540950375343;
   fWeightMatrix0to1[36][2] = -1.25400879883592;
   fWeightMatrix0to1[37][2] = -0.568751171430261;
   fWeightMatrix0to1[38][2] = -0.788747288415744;
   fWeightMatrix0to1[39][2] = -0.201348592223119;
   fWeightMatrix0to1[40][2] = 0.0930209777681187;
   fWeightMatrix0to1[41][2] = -1.55165671173263;
   fWeightMatrix0to1[42][2] = 2.17054247301905;
   fWeightMatrix0to1[43][2] = -0.99731637454102;
   fWeightMatrix0to1[44][2] = -0.396767380674324;
   fWeightMatrix0to1[0][3] = 1.63557232523388;
   fWeightMatrix0to1[1][3] = 5.31452060884403;
   fWeightMatrix0to1[2][3] = -1.67969090232768;
   fWeightMatrix0to1[3][3] = 0.807287394809513;
   fWeightMatrix0to1[4][3] = 2.20580486504514;
   fWeightMatrix0to1[5][3] = 0.863984144778872;
   fWeightMatrix0to1[6][3] = -0.209529432467665;
   fWeightMatrix0to1[7][3] = -4.0309564229335;
   fWeightMatrix0to1[8][3] = 0.385333356530438;
   fWeightMatrix0to1[9][3] = -1.97179174056977;
   fWeightMatrix0to1[10][3] = 2.61863378529676;
   fWeightMatrix0to1[11][3] = 0.677680355561694;
   fWeightMatrix0to1[12][3] = -0.34289655971808;
   fWeightMatrix0to1[13][3] = -0.615685201830417;
   fWeightMatrix0to1[14][3] = 0.423766209446178;
   fWeightMatrix0to1[15][3] = 0.561060586411485;
   fWeightMatrix0to1[16][3] = 0.694192977876484;
   fWeightMatrix0to1[17][3] = -0.0775871159239865;
   fWeightMatrix0to1[18][3] = 0.33277172977041;
   fWeightMatrix0to1[19][3] = -5.83177116385235;
   fWeightMatrix0to1[20][3] = 0.631368038883248;
   fWeightMatrix0to1[21][3] = 2.49950217841006;
   fWeightMatrix0to1[22][3] = 2.15473221459043;
   fWeightMatrix0to1[23][3] = 0.278125377126705;
   fWeightMatrix0to1[24][3] = -0.746908752806742;
   fWeightMatrix0to1[25][3] = 1.09127707091336;
   fWeightMatrix0to1[26][3] = 1.29516854189027;
   fWeightMatrix0to1[27][3] = 3.24403789545539;
   fWeightMatrix0to1[28][3] = -0.264610090428562;
   fWeightMatrix0to1[29][3] = -0.0480872593662468;
   fWeightMatrix0to1[30][3] = -0.827983063800967;
   fWeightMatrix0to1[31][3] = 0.855273941949539;
   fWeightMatrix0to1[32][3] = 0.216120285376877;
   fWeightMatrix0to1[33][3] = -1.28140494619514;
   fWeightMatrix0to1[34][3] = -0.452989024117377;
   fWeightMatrix0to1[35][3] = 1.46819509659818;
   fWeightMatrix0to1[36][3] = 4.04287007263011;
   fWeightMatrix0to1[37][3] = 0.443001405595467;
   fWeightMatrix0to1[38][3] = 0.0452617030348311;
   fWeightMatrix0to1[39][3] = 0.0450528901693206;
   fWeightMatrix0to1[40][3] = -0.770423839109796;
   fWeightMatrix0to1[41][3] = 1.84766986067026;
   fWeightMatrix0to1[42][3] = -7.18191008469603;
   fWeightMatrix0to1[43][3] = 0.822146487778618;
   fWeightMatrix0to1[44][3] = -2.15168554673222;
   fWeightMatrix0to1[0][4] = -1.6301093175297;
   fWeightMatrix0to1[1][4] = 4.64082130665191;
   fWeightMatrix0to1[2][4] = 0.898184773925152;
   fWeightMatrix0to1[3][4] = -2.01222525200088;
   fWeightMatrix0to1[4][4] = 1.56135029576176;
   fWeightMatrix0to1[5][4] = 2.03455722026922;
   fWeightMatrix0to1[6][4] = -0.71556252871422;
   fWeightMatrix0to1[7][4] = 0.488233927092998;
   fWeightMatrix0to1[8][4] = -1.22901303565911;
   fWeightMatrix0to1[9][4] = 1.98563226196941;
   fWeightMatrix0to1[10][4] = 3.10663261098883;
   fWeightMatrix0to1[11][4] = -0.789715174652004;
   fWeightMatrix0to1[12][4] = 1.61848903522525;
   fWeightMatrix0to1[13][4] = -0.670489602274981;
   fWeightMatrix0to1[14][4] = -0.0972505812135236;
   fWeightMatrix0to1[15][4] = -0.792491775440929;
   fWeightMatrix0to1[16][4] = -4.80201835361371;
   fWeightMatrix0to1[17][4] = -1.04934722325506;
   fWeightMatrix0to1[18][4] = -0.951795360755003;
   fWeightMatrix0to1[19][4] = -7.5939709891431;
   fWeightMatrix0to1[20][4] = -0.842368881509159;
   fWeightMatrix0to1[21][4] = -1.3046282900612;
   fWeightMatrix0to1[22][4] = -2.35051279730841;
   fWeightMatrix0to1[23][4] = -2.53948164053302;
   fWeightMatrix0to1[24][4] = -1.55685185771235;
   fWeightMatrix0to1[25][4] = -0.157167212808187;
   fWeightMatrix0to1[26][4] = -0.309294156911669;
   fWeightMatrix0to1[27][4] = 1.4046876489781;
   fWeightMatrix0to1[28][4] = 1.79588111800368;
   fWeightMatrix0to1[29][4] = -0.0642698188556702;
   fWeightMatrix0to1[30][4] = -0.135048246280903;
   fWeightMatrix0to1[31][4] = -1.19204509110233;
   fWeightMatrix0to1[32][4] = -3.51083644339686;
   fWeightMatrix0to1[33][4] = 0.973084374953074;
   fWeightMatrix0to1[34][4] = 1.76651997366576;
   fWeightMatrix0to1[35][4] = 0.570785309712088;
   fWeightMatrix0to1[36][4] = 1.9988385367282;
   fWeightMatrix0to1[37][4] = -0.341332842900311;
   fWeightMatrix0to1[38][4] = 4.31692090966583;
   fWeightMatrix0to1[39][4] = 0.485501378207804;
   fWeightMatrix0to1[40][4] = -0.610955776647326;
   fWeightMatrix0to1[41][4] = 3.98548476274374;
   fWeightMatrix0to1[42][4] = -1.62936816032187;
   fWeightMatrix0to1[43][4] = -0.388926658603355;
   fWeightMatrix0to1[44][4] = 1.90583840036012;
   fWeightMatrix0to1[0][5] = -1.50616255527612;
   fWeightMatrix0to1[1][5] = 0.604461496131317;
   fWeightMatrix0to1[2][5] = 0.0511856642368106;
   fWeightMatrix0to1[3][5] = -2.11037089828861;
   fWeightMatrix0to1[4][5] = -4.35238002897644;
   fWeightMatrix0to1[5][5] = 16.7936191321453;
   fWeightMatrix0to1[6][5] = 0.231855100277337;
   fWeightMatrix0to1[7][5] = 1.99201223447007;
   fWeightMatrix0to1[8][5] = -1.10655112718357;
   fWeightMatrix0to1[9][5] = 3.14049029476138;
   fWeightMatrix0to1[10][5] = -1.32201021903948;
   fWeightMatrix0to1[11][5] = 0.115450047519833;
   fWeightMatrix0to1[12][5] = 0.133451032238782;
   fWeightMatrix0to1[13][5] = -7.39368462477981;
   fWeightMatrix0to1[14][5] = -0.993847463466926;
   fWeightMatrix0to1[15][5] = 1.63028869940992;
   fWeightMatrix0to1[16][5] = -0.0194321862571989;
   fWeightMatrix0to1[17][5] = -3.61262761802364;
   fWeightMatrix0to1[18][5] = -2.23015540585679;
   fWeightMatrix0to1[19][5] = -0.98986422941864;
   fWeightMatrix0to1[20][5] = 0.0711897697771905;
   fWeightMatrix0to1[21][5] = -4.18490994022912;
   fWeightMatrix0to1[22][5] = -0.557926689803359;
   fWeightMatrix0to1[23][5] = 2.17496561116081;
   fWeightMatrix0to1[24][5] = 7.07963093941293;
   fWeightMatrix0to1[25][5] = 0.0117151912393495;
   fWeightMatrix0to1[26][5] = -0.744770549129755;
   fWeightMatrix0to1[27][5] = 1.79345770554382;
   fWeightMatrix0to1[28][5] = 2.02041176665237;
   fWeightMatrix0to1[29][5] = 1.63876575864554;
   fWeightMatrix0to1[30][5] = -1.04854100772567;
   fWeightMatrix0to1[31][5] = -3.15853834236518;
   fWeightMatrix0to1[32][5] = -2.31349958641647;
   fWeightMatrix0to1[33][5] = -0.205745634160476;
   fWeightMatrix0to1[34][5] = -2.689244037619;
   fWeightMatrix0to1[35][5] = 0.471581426444734;
   fWeightMatrix0to1[36][5] = 0.104168243591572;
   fWeightMatrix0to1[37][5] = -0.921707083445821;
   fWeightMatrix0to1[38][5] = -0.00751592538767234;
   fWeightMatrix0to1[39][5] = -5.01539733511313;
   fWeightMatrix0to1[40][5] = -0.750381518144951;
   fWeightMatrix0to1[41][5] = -2.06447600926687;
   fWeightMatrix0to1[42][5] = 1.14519713431976;
   fWeightMatrix0to1[43][5] = 1.31510533065931;
   fWeightMatrix0to1[44][5] = 0.528751477378061;
   fWeightMatrix0to1[0][6] = -0.423950871354631;
   fWeightMatrix0to1[1][6] = 3.17735472275556;
   fWeightMatrix0to1[2][6] = 0.257059418544931;
   fWeightMatrix0to1[3][6] = 1.1104200282202;
   fWeightMatrix0to1[4][6] = -0.429642075024268;
   fWeightMatrix0to1[5][6] = 0.119753608915857;
   fWeightMatrix0to1[6][6] = 0.235224088859287;
   fWeightMatrix0to1[7][6] = -0.24496712995951;
   fWeightMatrix0to1[8][6] = 0.628157303415649;
   fWeightMatrix0to1[9][6] = -0.646128231697735;
   fWeightMatrix0to1[10][6] = -4.67033274150714;
   fWeightMatrix0to1[11][6] = -1.07136010415485;
   fWeightMatrix0to1[12][6] = -0.595606163151676;
   fWeightMatrix0to1[13][6] = 0.0429656820888012;
   fWeightMatrix0to1[14][6] = -0.477276024818452;
   fWeightMatrix0to1[15][6] = -0.0804253466036304;
   fWeightMatrix0to1[16][6] = -2.1386520105499;
   fWeightMatrix0to1[17][6] = 1.99426146990013;
   fWeightMatrix0to1[18][6] = 0.372909145613856;
   fWeightMatrix0to1[19][6] = 3.31992595652475;
   fWeightMatrix0to1[20][6] = -0.509334941238983;
   fWeightMatrix0to1[21][6] = -0.511444727466367;
   fWeightMatrix0to1[22][6] = -1.94196105209127;
   fWeightMatrix0to1[23][6] = -0.56233064864494;
   fWeightMatrix0to1[24][6] = 0.0436324659850627;
   fWeightMatrix0to1[25][6] = -1.29947209578083;
   fWeightMatrix0to1[26][6] = 0.251774687589908;
   fWeightMatrix0to1[27][6] = -0.610651142404892;
   fWeightMatrix0to1[28][6] = -1.16583358820155;
   fWeightMatrix0to1[29][6] = -0.703578789549579;
   fWeightMatrix0to1[30][6] = -0.355348213485146;
   fWeightMatrix0to1[31][6] = -0.679691480482563;
   fWeightMatrix0to1[32][6] = 2.5246086043601;
   fWeightMatrix0to1[33][6] = -0.374194173204535;
   fWeightMatrix0to1[34][6] = 1.59848098138393;
   fWeightMatrix0to1[35][6] = -0.314611871942943;
   fWeightMatrix0to1[36][6] = -1.133769129967;
   fWeightMatrix0to1[37][6] = 0.528280047357527;
   fWeightMatrix0to1[38][6] = -0.0231058920667523;
   fWeightMatrix0to1[39][6] = -0.107721318607049;
   fWeightMatrix0to1[40][6] = 1.96853596201122;
   fWeightMatrix0to1[41][6] = -1.43679420477044;
   fWeightMatrix0to1[42][6] = -4.32859348784352;
   fWeightMatrix0to1[43][6] = 2.17808731593898;
   fWeightMatrix0to1[44][6] = 1.28761923815325;
   fWeightMatrix0to1[0][7] = -0.365560934565857;
   fWeightMatrix0to1[1][7] = 2.19516705978509;
   fWeightMatrix0to1[2][7] = -1.60694599895224;
   fWeightMatrix0to1[3][7] = 1.8963305678107;
   fWeightMatrix0to1[4][7] = 0.805940206459209;
   fWeightMatrix0to1[5][7] = -14.5652610203848;
   fWeightMatrix0to1[6][7] = -0.757275211436276;
   fWeightMatrix0to1[7][7] = 1.27840117582258;
   fWeightMatrix0to1[8][7] = -1.63185589885119;
   fWeightMatrix0to1[9][7] = -0.587448679516373;
   fWeightMatrix0to1[10][7] = 2.63273182130398;
   fWeightMatrix0to1[11][7] = 1.58960618753931;
   fWeightMatrix0to1[12][7] = 2.08108004897042;
   fWeightMatrix0to1[13][7] = -0.464835220715365;
   fWeightMatrix0to1[14][7] = 0.563648197803643;
   fWeightMatrix0to1[15][7] = 0.0455449884009349;
   fWeightMatrix0to1[16][7] = 0.642809803403689;
   fWeightMatrix0to1[17][7] = 0.612669750729386;
   fWeightMatrix0to1[18][7] = -1.95043142201389;
   fWeightMatrix0to1[19][7] = 1.23202909713516;
   fWeightMatrix0to1[20][7] = 1.24649366608595;
   fWeightMatrix0to1[21][7] = 0.556450688394984;
   fWeightMatrix0to1[22][7] = 0.560227558223327;
   fWeightMatrix0to1[23][7] = 1.13710757640705;
   fWeightMatrix0to1[24][7] = -3.75272403691826;
   fWeightMatrix0to1[25][7] = -0.0947789427108676;
   fWeightMatrix0to1[26][7] = -0.244850681379742;
   fWeightMatrix0to1[27][7] = 1.78816022522355;
   fWeightMatrix0to1[28][7] = -0.972391144072762;
   fWeightMatrix0to1[29][7] = 0.0094981630807365;
   fWeightMatrix0to1[30][7] = -0.690543879688105;
   fWeightMatrix0to1[31][7] = -0.911717142668742;
   fWeightMatrix0to1[32][7] = 0.0737628018344685;
   fWeightMatrix0to1[33][7] = -0.325653036447601;
   fWeightMatrix0to1[34][7] = -1.19154831191394;
   fWeightMatrix0to1[35][7] = 0.646787616646196;
   fWeightMatrix0to1[36][7] = 1.84251969328808;
   fWeightMatrix0to1[37][7] = 1.06030012925931;
   fWeightMatrix0to1[38][7] = 0.686526836643195;
   fWeightMatrix0to1[39][7] = 0.0463473921603885;
   fWeightMatrix0to1[40][7] = -1.17965311316456;
   fWeightMatrix0to1[41][7] = -0.937122715632818;
   fWeightMatrix0to1[42][7] = 8.11716455500646;
   fWeightMatrix0to1[43][7] = 0.280923731819496;
   fWeightMatrix0to1[44][7] = -0.98908235260813;
   fWeightMatrix0to1[0][8] = 0.677688657536476;
   fWeightMatrix0to1[1][8] = 1.86847346284227;
   fWeightMatrix0to1[2][8] = -0.874406013062166;
   fWeightMatrix0to1[3][8] = -0.666118589694543;
   fWeightMatrix0to1[4][8] = 0.983404256730368;
   fWeightMatrix0to1[5][8] = 0.413799845527645;
   fWeightMatrix0to1[6][8] = -0.539963097430714;
   fWeightMatrix0to1[7][8] = -1.13147817534066;
   fWeightMatrix0to1[8][8] = 0.757361399569465;
   fWeightMatrix0to1[9][8] = 0.174680383059965;
   fWeightMatrix0to1[10][8] = 4.32607136056711;
   fWeightMatrix0to1[11][8] = -0.964946277075599;
   fWeightMatrix0to1[12][8] = -1.58636929307132;
   fWeightMatrix0to1[13][8] = -0.217333344382357;
   fWeightMatrix0to1[14][8] = 0.381872279415115;
   fWeightMatrix0to1[15][8] = -0.170743271872314;
   fWeightMatrix0to1[16][8] = 1.08624032831202;
   fWeightMatrix0to1[17][8] = 1.25425032619592;
   fWeightMatrix0to1[18][8] = 1.06373741359354;
   fWeightMatrix0to1[19][8] = -1.82770686233945;
   fWeightMatrix0to1[20][8] = -0.420476189976508;
   fWeightMatrix0to1[21][8] = 0.0236301181231306;
   fWeightMatrix0to1[22][8] = -2.24383579666286;
   fWeightMatrix0to1[23][8] = 0.177127388042089;
   fWeightMatrix0to1[24][8] = -0.494692952312702;
   fWeightMatrix0to1[25][8] = -0.29423075215398;
   fWeightMatrix0to1[26][8] = 1.22602187260207;
   fWeightMatrix0to1[27][8] = 0.772023337980323;
   fWeightMatrix0to1[28][8] = 1.0955203975838;
   fWeightMatrix0to1[29][8] = -1.23784084659834;
   fWeightMatrix0to1[30][8] = 1.46112085489692;
   fWeightMatrix0to1[31][8] = 1.86379678387744;
   fWeightMatrix0to1[32][8] = -0.581907330382873;
   fWeightMatrix0to1[33][8] = 0.594730973719822;
   fWeightMatrix0to1[34][8] = -1.23970963975031;
   fWeightMatrix0to1[35][8] = 0.622226680920716;
   fWeightMatrix0to1[36][8] = -0.311126136159172;
   fWeightMatrix0to1[37][8] = 0.252990015008971;
   fWeightMatrix0to1[38][8] = 2.19578184490181;
   fWeightMatrix0to1[39][8] = 0.299817491212098;
   fWeightMatrix0to1[40][8] = 2.42826237369039;
   fWeightMatrix0to1[41][8] = 2.3631905309699;
   fWeightMatrix0to1[42][8] = -0.923016378355814;
   fWeightMatrix0to1[43][8] = -0.806840866304616;
   fWeightMatrix0to1[44][8] = -0.240659583942408;
   fWeightMatrix0to1[0][9] = -1.17105704753948;
   fWeightMatrix0to1[1][9] = -3.83214335222062;
   fWeightMatrix0to1[2][9] = 1.16468658972775;
   fWeightMatrix0to1[3][9] = -0.680673108269468;
   fWeightMatrix0to1[4][9] = -1.19867961631496;
   fWeightMatrix0to1[5][9] = -0.630329347920212;
   fWeightMatrix0to1[6][9] = 0.231073310781023;
   fWeightMatrix0to1[7][9] = 2.47073390485787;
   fWeightMatrix0to1[8][9] = 0.852172040738834;
   fWeightMatrix0to1[9][9] = 1.83915555556128;
   fWeightMatrix0to1[10][9] = -2.4362142219521;
   fWeightMatrix0to1[11][9] = 1.63609149592582;
   fWeightMatrix0to1[12][9] = 1.6560288427449;
   fWeightMatrix0to1[13][9] = -0.00386883026507609;
   fWeightMatrix0to1[14][9] = -0.427906190145216;
   fWeightMatrix0to1[15][9] = -0.686595102843844;
   fWeightMatrix0to1[16][9] = 0.324140934157355;
   fWeightMatrix0to1[17][9] = 0.605270520743214;
   fWeightMatrix0to1[18][9] = -0.676203694227098;
   fWeightMatrix0to1[19][9] = 1.03061503462577;
   fWeightMatrix0to1[20][9] = 0.0877275977302169;
   fWeightMatrix0to1[21][9] = -3.06008208228308;
   fWeightMatrix0to1[22][9] = -0.0958704319761961;
   fWeightMatrix0to1[23][9] = -1.40953713731197;
   fWeightMatrix0to1[24][9] = 0.493036476750982;
   fWeightMatrix0to1[25][9] = -0.66291417771673;
   fWeightMatrix0to1[26][9] = -1.52460139075229;
   fWeightMatrix0to1[27][9] = -2.84417026062091;
   fWeightMatrix0to1[28][9] = 0.319010314550516;
   fWeightMatrix0to1[29][9] = 0.522798867392172;
   fWeightMatrix0to1[30][9] = 3.19013169671697;
   fWeightMatrix0to1[31][9] = 0.554231214820097;
   fWeightMatrix0to1[32][9] = 1.12275190011045;
   fWeightMatrix0to1[33][9] = -4.74254547291489;
   fWeightMatrix0to1[34][9] = -2.13355645552654;
   fWeightMatrix0to1[35][9] = -1.02830037779872;
   fWeightMatrix0to1[36][9] = -0.622974642397085;
   fWeightMatrix0to1[37][9] = -2.40574793228762;
   fWeightMatrix0to1[38][9] = -1.30379211677093;
   fWeightMatrix0to1[39][9] = 0.00244644394073534;
   fWeightMatrix0to1[40][9] = 1.68705998301952;
   fWeightMatrix0to1[41][9] = -1.18623066253818;
   fWeightMatrix0to1[42][9] = 2.16240514140812;
   fWeightMatrix0to1[43][9] = -1.1472842719651;
   fWeightMatrix0to1[44][9] = 1.87416594470816;
   fWeightMatrix0to1[0][10] = 0.447602651476982;
   fWeightMatrix0to1[1][10] = -2.03011481948339;
   fWeightMatrix0to1[2][10] = -0.155547466290199;
   fWeightMatrix0to1[3][10] = 1.24317754970069;
   fWeightMatrix0to1[4][10] = 0.0826263870348336;
   fWeightMatrix0to1[5][10] = 0.198698411699106;
   fWeightMatrix0to1[6][10] = 1.411222824919;
   fWeightMatrix0to1[7][10] = -1.33026694143225;
   fWeightMatrix0to1[8][10] = 1.00998964365744;
   fWeightMatrix0to1[9][10] = 4.02697230549558;
   fWeightMatrix0to1[10][10] = 0.516347528678546;
   fWeightMatrix0to1[11][10] = -0.474791808946325;
   fWeightMatrix0to1[12][10] = -0.946319371775626;
   fWeightMatrix0to1[13][10] = 0.829735224674646;
   fWeightMatrix0to1[14][10] = 0.550393722138991;
   fWeightMatrix0to1[15][10] = 0.0352903805159772;
   fWeightMatrix0to1[16][10] = -3.44419004532618;
   fWeightMatrix0to1[17][10] = 0.259971486686136;
   fWeightMatrix0to1[18][10] = 1.24905735008381;
   fWeightMatrix0to1[19][10] = 2.29032673045419;
   fWeightMatrix0to1[20][10] = 0.091865116537238;
   fWeightMatrix0to1[21][10] = -0.278431934494779;
   fWeightMatrix0to1[22][10] = -1.98029334289418;
   fWeightMatrix0to1[23][10] = 0.470928910299876;
   fWeightMatrix0to1[24][10] = 0.473565816006413;
   fWeightMatrix0to1[25][10] = -1.22076652433139;
   fWeightMatrix0to1[26][10] = -0.499895089030481;
   fWeightMatrix0to1[27][10] = -0.336288582231456;
   fWeightMatrix0to1[28][10] = 1.72860740994514;
   fWeightMatrix0to1[29][10] = 0.0517792317512989;
   fWeightMatrix0to1[30][10] = -2.27418371782755;
   fWeightMatrix0to1[31][10] = -0.296717010925732;
   fWeightMatrix0to1[32][10] = -0.0316092917622646;
   fWeightMatrix0to1[33][10] = 1.84354626597681;
   fWeightMatrix0to1[34][10] = 0.900005205336314;
   fWeightMatrix0to1[35][10] = 0.00357909355756853;
   fWeightMatrix0to1[36][10] = 1.83274941345085;
   fWeightMatrix0to1[37][10] = 1.24213624914274;
   fWeightMatrix0to1[38][10] = -0.107572560036814;
   fWeightMatrix0to1[39][10] = 0.155688006497408;
   fWeightMatrix0to1[40][10] = 0.465150305587398;
   fWeightMatrix0to1[41][10] = 1.35275715528236;
   fWeightMatrix0to1[42][10] = -2.24907209974538;
   fWeightMatrix0to1[43][10] = 0.813918403908594;
   fWeightMatrix0to1[44][10] = 2.56024535569236;
   fWeightMatrix0to1[0][11] = -1.59099290927405;
   fWeightMatrix0to1[1][11] = 0.0198180991148942;
   fWeightMatrix0to1[2][11] = 0.152679581699407;
   fWeightMatrix0to1[3][11] = 1.80749226745813;
   fWeightMatrix0to1[4][11] = -0.975480040272716;
   fWeightMatrix0to1[5][11] = -0.454223662140697;
   fWeightMatrix0to1[6][11] = -0.4180441067816;
   fWeightMatrix0to1[7][11] = 2.18914331882939;
   fWeightMatrix0to1[8][11] = -1.51240278867609;
   fWeightMatrix0to1[9][11] = -5.27599477069539;
   fWeightMatrix0to1[10][11] = -1.73895342603708;
   fWeightMatrix0to1[11][11] = 0.228701074387773;
   fWeightMatrix0to1[12][11] = -1.92442026610744;
   fWeightMatrix0to1[13][11] = -0.949614450735624;
   fWeightMatrix0to1[14][11] = -0.631219845010637;
   fWeightMatrix0to1[15][11] = -0.720506607914483;
   fWeightMatrix0to1[16][11] = -1.78838312279767;
   fWeightMatrix0to1[17][11] = -0.259698716081707;
   fWeightMatrix0to1[18][11] = -1.23272855221524;
   fWeightMatrix0to1[19][11] = 1.43009820996017;
   fWeightMatrix0to1[20][11] = -0.153980324958745;
   fWeightMatrix0to1[21][11] = -0.40841877677152;
   fWeightMatrix0to1[22][11] = 2.76576489808575;
   fWeightMatrix0to1[23][11] = 1.21578481644043;
   fWeightMatrix0to1[24][11] = -0.267837836729756;
   fWeightMatrix0to1[25][11] = -0.404365382644764;
   fWeightMatrix0to1[26][11] = -1.49740935491319;
   fWeightMatrix0to1[27][11] = 0.431957443986845;
   fWeightMatrix0to1[28][11] = -4.84212979518077;
   fWeightMatrix0to1[29][11] = -0.482392261177138;
   fWeightMatrix0to1[30][11] = 1.22919728016373;
   fWeightMatrix0to1[31][11] = -0.449116285445936;
   fWeightMatrix0to1[32][11] = 0.211194056355338;
   fWeightMatrix0to1[33][11] = -0.402129134464224;
   fWeightMatrix0to1[34][11] = 0.125588793020779;
   fWeightMatrix0to1[35][11] = -1.01517949384976;
   fWeightMatrix0to1[36][11] = -4.4835381216438;
   fWeightMatrix0to1[37][11] = -0.216389787752816;
   fWeightMatrix0to1[38][11] = 1.27219607362684;
   fWeightMatrix0to1[39][11] = -0.0208213680557299;
   fWeightMatrix0to1[40][11] = 0.0242247331361446;
   fWeightMatrix0to1[41][11] = -2.51984512661614;
   fWeightMatrix0to1[42][11] = 4.58289123551559;
   fWeightMatrix0to1[43][11] = 0.792044186702565;
   fWeightMatrix0to1[44][11] = -2.90520363114035;
   fWeightMatrix0to1[0][12] = -0.0979279047569476;
   fWeightMatrix0to1[1][12] = -0.876690399355817;
   fWeightMatrix0to1[2][12] = 0.046866075829862;
   fWeightMatrix0to1[3][12] = -0.620828821766539;
   fWeightMatrix0to1[4][12] = 0.649802289645566;
   fWeightMatrix0to1[5][12] = 0.800774269993222;
   fWeightMatrix0to1[6][12] = 0.903107454049533;
   fWeightMatrix0to1[7][12] = -3.26330512016737;
   fWeightMatrix0to1[8][12] = 1.05593771645688;
   fWeightMatrix0to1[9][12] = -1.30000630206089;
   fWeightMatrix0to1[10][12] = 0.459839835355777;
   fWeightMatrix0to1[11][12] = -0.728122469259318;
   fWeightMatrix0to1[12][12] = -2.52322021857397;
   fWeightMatrix0to1[13][12] = -0.162673556766491;
   fWeightMatrix0to1[14][12] = -0.32626319816027;
   fWeightMatrix0to1[15][12] = -2.1798983651733;
   fWeightMatrix0to1[16][12] = 0.768676839741752;
   fWeightMatrix0to1[17][12] = -1.65518154921299;
   fWeightMatrix0to1[18][12] = -0.718036170795336;
   fWeightMatrix0to1[19][12] = -3.0348001580774;
   fWeightMatrix0to1[20][12] = 0.417355634262525;
   fWeightMatrix0to1[21][12] = 0.675350672883106;
   fWeightMatrix0to1[22][12] = -0.180525770542128;
   fWeightMatrix0to1[23][12] = 0.884850480208721;
   fWeightMatrix0to1[24][12] = 0.181977059935995;
   fWeightMatrix0to1[25][12] = 0.611340436885596;
   fWeightMatrix0to1[26][12] = -0.560087322597345;
   fWeightMatrix0to1[27][12] = -0.0412374614187869;
   fWeightMatrix0to1[28][12] = -0.822938734273206;
   fWeightMatrix0to1[29][12] = -0.0672171650130208;
   fWeightMatrix0to1[30][12] = 2.96358116687778;
   fWeightMatrix0to1[31][12] = -1.82618176719719;
   fWeightMatrix0to1[32][12] = 0.355190940663283;
   fWeightMatrix0to1[33][12] = 0.954264113073843;
   fWeightMatrix0to1[34][12] = -1.17350593402282;
   fWeightMatrix0to1[35][12] = 0.0207002252047434;
   fWeightMatrix0to1[36][12] = -1.81042181817812;
   fWeightMatrix0to1[37][12] = -1.33379301700195;
   fWeightMatrix0to1[38][12] = 1.11182309813229;
   fWeightMatrix0to1[39][12] = -0.333874344838098;
   fWeightMatrix0to1[40][12] = -0.141045272345067;
   fWeightMatrix0to1[41][12] = 0.222592522864801;
   fWeightMatrix0to1[42][12] = -0.0703004907698462;
   fWeightMatrix0to1[43][12] = -1.95309444285071;
   fWeightMatrix0to1[44][12] = 0.695042099528888;
   fWeightMatrix0to1[0][13] = -1.4786947283365;
   fWeightMatrix0to1[1][13] = -0.551226534443678;
   fWeightMatrix0to1[2][13] = 0.109106004486358;
   fWeightMatrix0to1[3][13] = -1.24055875038422;
   fWeightMatrix0to1[4][13] = -0.932615132510055;
   fWeightMatrix0to1[5][13] = -1.40113905915479;
   fWeightMatrix0to1[6][13] = 0.372925129159351;
   fWeightMatrix0to1[7][13] = -0.704384865821528;
   fWeightMatrix0to1[8][13] = 0.947967903607818;
   fWeightMatrix0to1[9][13] = -2.21268512078319;
   fWeightMatrix0to1[10][13] = -0.362899074294332;
   fWeightMatrix0to1[11][13] = 1.44820370760824;
   fWeightMatrix0to1[12][13] = -1.88170942823847;
   fWeightMatrix0to1[13][13] = 0.280209900643525;
   fWeightMatrix0to1[14][13] = -0.090216826411114;
   fWeightMatrix0to1[15][13] = 0.519405466315655;
   fWeightMatrix0to1[16][13] = 0.126431899276443;
   fWeightMatrix0to1[17][13] = 4.71819719650535;
   fWeightMatrix0to1[18][13] = -2.42080239491501;
   fWeightMatrix0to1[19][13] = -0.541772095946863;
   fWeightMatrix0to1[20][13] = 0.0241046109077395;
   fWeightMatrix0to1[21][13] = 1.26138756114795;
   fWeightMatrix0to1[22][13] = -2.27445467882822;
   fWeightMatrix0to1[23][13] = 0.21518626477221;
   fWeightMatrix0to1[24][13] = 0.563414533317254;
   fWeightMatrix0to1[25][13] = 0.138992136574297;
   fWeightMatrix0to1[26][13] = 1.70829453600749;
   fWeightMatrix0to1[27][13] = 0.444683325891019;
   fWeightMatrix0to1[28][13] = -0.30747512049494;
   fWeightMatrix0to1[29][13] = -0.0854386578613601;
   fWeightMatrix0to1[30][13] = 0.676710454829165;
   fWeightMatrix0to1[31][13] = 0.513685950512647;
   fWeightMatrix0to1[32][13] = 2.02166553526065;
   fWeightMatrix0to1[33][13] = 1.60564819485729;
   fWeightMatrix0to1[34][13] = -1.53267390989883;
   fWeightMatrix0to1[35][13] = 0.000738289645274328;
   fWeightMatrix0to1[36][13] = 0.329116382517439;
   fWeightMatrix0to1[37][13] = 0.282018416199185;
   fWeightMatrix0to1[38][13] = -0.374234104576801;
   fWeightMatrix0to1[39][13] = -0.483008983791284;
   fWeightMatrix0to1[40][13] = -1.50256342745907;
   fWeightMatrix0to1[41][13] = 0.185333033211686;
   fWeightMatrix0to1[42][13] = 0.217813946823663;
   fWeightMatrix0to1[43][13] = -1.85356450866157;
   fWeightMatrix0to1[44][13] = 0.191287314515846;
   fWeightMatrix0to1[0][14] = 0.161616881794805;
   fWeightMatrix0to1[1][14] = -0.31243882728867;
   fWeightMatrix0to1[2][14] = -0.472695974234632;
   fWeightMatrix0to1[3][14] = -2.16839756034941;
   fWeightMatrix0to1[4][14] = -1.69800263080326;
   fWeightMatrix0to1[5][14] = 0.267639521053222;
   fWeightMatrix0to1[6][14] = -0.27290699588467;
   fWeightMatrix0to1[7][14] = 0.494299618564534;
   fWeightMatrix0to1[8][14] = -0.450955971852989;
   fWeightMatrix0to1[9][14] = -0.472131770273466;
   fWeightMatrix0to1[10][14] = 0.113203809951635;
   fWeightMatrix0to1[11][14] = -0.223743414873583;
   fWeightMatrix0to1[12][14] = -0.25303404385352;
   fWeightMatrix0to1[13][14] = 0.020404873154775;
   fWeightMatrix0to1[14][14] = -0.0807259507322686;
   fWeightMatrix0to1[15][14] = -0.323919963060747;
   fWeightMatrix0to1[16][14] = -0.20820661612719;
   fWeightMatrix0to1[17][14] = 0.0982417575681371;
   fWeightMatrix0to1[18][14] = 0.0253757007057678;
   fWeightMatrix0to1[19][14] = -0.108545787999356;
   fWeightMatrix0to1[20][14] = -0.0630825566730012;
   fWeightMatrix0to1[21][14] = 0.222190460767126;
   fWeightMatrix0to1[22][14] = -4.29786335706888;
   fWeightMatrix0to1[23][14] = -3.37545283164796;
   fWeightMatrix0to1[24][14] = -0.0854878832642881;
   fWeightMatrix0to1[25][14] = -0.583146665170384;
   fWeightMatrix0to1[26][14] = 0.474191526369659;
   fWeightMatrix0to1[27][14] = 0.552889834424851;
   fWeightMatrix0to1[28][14] = 0.399558008687226;
   fWeightMatrix0to1[29][14] = -0.211293267788525;
   fWeightMatrix0to1[30][14] = -2.36417780148908;
   fWeightMatrix0to1[31][14] = 2.06474380993368;
   fWeightMatrix0to1[32][14] = -0.662450405728491;
   fWeightMatrix0to1[33][14] = -0.332466911054159;
   fWeightMatrix0to1[34][14] = 0.0911627411401621;
   fWeightMatrix0to1[35][14] = -0.0576387018544282;
   fWeightMatrix0to1[36][14] = -0.186240524483506;
   fWeightMatrix0to1[37][14] = -0.316350492840393;
   fWeightMatrix0to1[38][14] = -0.440805564049789;
   fWeightMatrix0to1[39][14] = -0.0758792188809162;
   fWeightMatrix0to1[40][14] = -1.62100044618203;
   fWeightMatrix0to1[41][14] = 0.1957505213819;
   fWeightMatrix0to1[42][14] = 0.0499832660077923;
   fWeightMatrix0to1[43][14] = 0.00290446098899631;
   fWeightMatrix0to1[44][14] = 0.977613239028904;
   fWeightMatrix0to1[0][15] = -1.29906115621807;
   fWeightMatrix0to1[1][15] = -0.0377825982099639;
   fWeightMatrix0to1[2][15] = -0.860854994902573;
   fWeightMatrix0to1[3][15] = 0.0380304641515182;
   fWeightMatrix0to1[4][15] = -5.29246012870701;
   fWeightMatrix0to1[5][15] = 16.4259504390147;
   fWeightMatrix0to1[6][15] = -0.165200407055108;
   fWeightMatrix0to1[7][15] = 3.60749280885903;
   fWeightMatrix0to1[8][15] = -0.210476148210728;
   fWeightMatrix0to1[9][15] = 1.00765522924388;
   fWeightMatrix0to1[10][15] = 0.0898611309497973;
   fWeightMatrix0to1[11][15] = 1.75379046872657;
   fWeightMatrix0to1[12][15] = -0.305195596924124;
   fWeightMatrix0to1[13][15] = -7.28335325516496;
   fWeightMatrix0to1[14][15] = -1.43249312372671;
   fWeightMatrix0to1[15][15] = 0.901372066417398;
   fWeightMatrix0to1[16][15] = 0.186738118492631;
   fWeightMatrix0to1[17][15] = -0.339679964503931;
   fWeightMatrix0to1[18][15] = 1.46704256905077;
   fWeightMatrix0to1[19][15] = 0.754620330198008;
   fWeightMatrix0to1[20][15] = -0.839622566762898;
   fWeightMatrix0to1[21][15] = -2.18507588515814;
   fWeightMatrix0to1[22][15] = 2.33128782519613;
   fWeightMatrix0to1[23][15] = -2.30324646609365;
   fWeightMatrix0to1[24][15] = 6.64212976995237;
   fWeightMatrix0to1[25][15] = 0.304386552444718;
   fWeightMatrix0to1[26][15] = 2.79408502537595;
   fWeightMatrix0to1[27][15] = 2.75740227213825;
   fWeightMatrix0to1[28][15] = -0.728101777773949;
   fWeightMatrix0to1[29][15] = 0.155680814418679;
   fWeightMatrix0to1[30][15] = -0.933108948494669;
   fWeightMatrix0to1[31][15] = -4.42943235465402;
   fWeightMatrix0to1[32][15] = -1.86062012412583;
   fWeightMatrix0to1[33][15] = 1.09850088842778;
   fWeightMatrix0to1[34][15] = -0.0401688791961192;
   fWeightMatrix0to1[35][15] = -0.536971195053978;
   fWeightMatrix0to1[36][15] = 2.53721096108194;
   fWeightMatrix0to1[37][15] = -0.807809590979269;
   fWeightMatrix0to1[38][15] = -1.56861668059145;
   fWeightMatrix0to1[39][15] = -0.314852195241339;
   fWeightMatrix0to1[40][15] = 0.101219255300308;
   fWeightMatrix0to1[41][15] = -0.0461894146317976;
   fWeightMatrix0to1[42][15] = -5.91432589893684;
   fWeightMatrix0to1[43][15] = 2.50272735796629;
   fWeightMatrix0to1[44][15] = 0.12659943369997;
   fWeightMatrix0to1[0][16] = 0.250489256655113;
   fWeightMatrix0to1[1][16] = 0.879999937254757;
   fWeightMatrix0to1[2][16] = -0.651772663355376;
   fWeightMatrix0to1[3][16] = 0.317585144483414;
   fWeightMatrix0to1[4][16] = -0.437282909523701;
   fWeightMatrix0to1[5][16] = 0.226561800784166;
   fWeightMatrix0to1[6][16] = -0.350324727120316;
   fWeightMatrix0to1[7][16] = 4.51627157681181;
   fWeightMatrix0to1[8][16] = 1.58580935853493;
   fWeightMatrix0to1[9][16] = 1.25210840391374;
   fWeightMatrix0to1[10][16] = -0.0398298663399375;
   fWeightMatrix0to1[11][16] = 0.398988623104695;
   fWeightMatrix0to1[12][16] = 0.624111405328849;
   fWeightMatrix0to1[13][16] = 0.0685017593992852;
   fWeightMatrix0to1[14][16] = -0.21908591501262;
   fWeightMatrix0to1[15][16] = -0.98328144741978;
   fWeightMatrix0to1[16][16] = -0.399888912020901;
   fWeightMatrix0to1[17][16] = -0.485744241017633;
   fWeightMatrix0to1[18][16] = 0.0763615708638079;
   fWeightMatrix0to1[19][16] = -0.132039451164271;
   fWeightMatrix0to1[20][16] = 0.434092475254179;
   fWeightMatrix0to1[21][16] = -0.340088920657436;
   fWeightMatrix0to1[22][16] = -2.58205306025195;
   fWeightMatrix0to1[23][16] = -0.165156343078213;
   fWeightMatrix0to1[24][16] = -0.115482820127175;
   fWeightMatrix0to1[25][16] = -0.568022818615309;
   fWeightMatrix0to1[26][16] = 0.926753876976885;
   fWeightMatrix0to1[27][16] = 0.0912737031163395;
   fWeightMatrix0to1[28][16] = -1.37141118019799;
   fWeightMatrix0to1[29][16] = -0.105046022394583;
   fWeightMatrix0to1[30][16] = -0.38883456178185;
   fWeightMatrix0to1[31][16] = 3.68277324613505;
   fWeightMatrix0to1[32][16] = 2.11982869572796;
   fWeightMatrix0to1[33][16] = -1.10915538722668;
   fWeightMatrix0to1[34][16] = -0.278755379859816;
   fWeightMatrix0to1[35][16] = -0.0651482424363385;
   fWeightMatrix0to1[36][16] = 1.86806409978671;
   fWeightMatrix0to1[37][16] = 2.5034548407439;
   fWeightMatrix0to1[38][16] = -1.23208062356673;
   fWeightMatrix0to1[39][16] = 0.140406570767781;
   fWeightMatrix0to1[40][16] = -0.504249878719928;
   fWeightMatrix0to1[41][16] = -0.0613020925762808;
   fWeightMatrix0to1[42][16] = 0.356623423073078;
   fWeightMatrix0to1[43][16] = 0.00636376715580615;
   fWeightMatrix0to1[44][16] = 2.57621242544367;
   fWeightMatrix0to1[0][17] = -0.373846218977323;
   fWeightMatrix0to1[1][17] = -0.13916317036581;
   fWeightMatrix0to1[2][17] = 0.281122526483507;
   fWeightMatrix0to1[3][17] = -1.23524846937335;
   fWeightMatrix0to1[4][17] = -0.290423345196839;
   fWeightMatrix0to1[5][17] = 0.481972166343584;
   fWeightMatrix0to1[6][17] = 0.283987313763581;
   fWeightMatrix0to1[7][17] = 0.918525901156726;
   fWeightMatrix0to1[8][17] = 3.07315042625817;
   fWeightMatrix0to1[9][17] = 1.49019340860942;
   fWeightMatrix0to1[10][17] = -0.0725277075292643;
   fWeightMatrix0to1[11][17] = -2.23732839069108;
   fWeightMatrix0to1[12][17] = 0.717627233076943;
   fWeightMatrix0to1[13][17] = 0.00387764847209805;
   fWeightMatrix0to1[14][17] = 0.026942241370173;
   fWeightMatrix0to1[15][17] = -1.42329000374174;
   fWeightMatrix0to1[16][17] = -0.485745675999534;
   fWeightMatrix0to1[17][17] = 1.76989590720399;
   fWeightMatrix0to1[18][17] = -0.408601666083946;
   fWeightMatrix0to1[19][17] = 0.479544439976814;
   fWeightMatrix0to1[20][17] = 0.102628719367612;
   fWeightMatrix0to1[21][17] = -0.191260494880732;
   fWeightMatrix0to1[22][17] = 0.749738018364292;
   fWeightMatrix0to1[23][17] = 1.99379656011343;
   fWeightMatrix0to1[24][17] = -0.476369696270402;
   fWeightMatrix0to1[25][17] = 0.377870719465568;
   fWeightMatrix0to1[26][17] = -1.36712489092924;
   fWeightMatrix0to1[27][17] = -0.0281418326740653;
   fWeightMatrix0to1[28][17] = 1.69889857792202;
   fWeightMatrix0to1[29][17] = -0.094941467778243;
   fWeightMatrix0to1[30][17] = 0.770181555773805;
   fWeightMatrix0to1[31][17] = -2.11081050443492;
   fWeightMatrix0to1[32][17] = -0.31487311836525;
   fWeightMatrix0to1[33][17] = -2.6608393060762;
   fWeightMatrix0to1[34][17] = 0.0890474854207474;
   fWeightMatrix0to1[35][17] = -0.0748159788939149;
   fWeightMatrix0to1[36][17] = 1.14460858695275;
   fWeightMatrix0to1[37][17] = -0.378618445679553;
   fWeightMatrix0to1[38][17] = 0.00271611566431632;
   fWeightMatrix0to1[39][17] = 0.200155216741928;
   fWeightMatrix0to1[40][17] = 0.078376079515003;
   fWeightMatrix0to1[41][17] = -0.080469965436174;
   fWeightMatrix0to1[42][17] = -0.000345707190608362;
   fWeightMatrix0to1[43][17] = -0.493951672788023;
   fWeightMatrix0to1[44][17] = 0.284263794531048;
   fWeightMatrix0to1[0][18] = 2.16213802723084;
   fWeightMatrix0to1[1][18] = -1.39703617426423;
   fWeightMatrix0to1[2][18] = -0.523288352051217;
   fWeightMatrix0to1[3][18] = -0.613934149759088;
   fWeightMatrix0to1[4][18] = 1.57666165344674;
   fWeightMatrix0to1[5][18] = -16.6115975690783;
   fWeightMatrix0to1[6][18] = -1.3800942493468;
   fWeightMatrix0to1[7][18] = 2.78332922413638;
   fWeightMatrix0to1[8][18] = 0.510005402539215;
   fWeightMatrix0to1[9][18] = -3.20627539821832;
   fWeightMatrix0to1[10][18] = -4.35125049745712;
   fWeightMatrix0to1[11][18] = 0.645310824421436;
   fWeightMatrix0to1[12][18] = 0.407243166220721;
   fWeightMatrix0to1[13][18] = 4.21780007688082;
   fWeightMatrix0to1[14][18] = 1.16742707446696;
   fWeightMatrix0to1[15][18] = 3.26908228691655;
   fWeightMatrix0to1[16][18] = 3.6278702991654;
   fWeightMatrix0to1[17][18] = -0.547893307915252;
   fWeightMatrix0to1[18][18] = 0.307063744927305;
   fWeightMatrix0to1[19][18] = 3.29732709439871;
   fWeightMatrix0to1[20][18] = -0.716790911822241;
   fWeightMatrix0to1[21][18] = 10.2547991259;
   fWeightMatrix0to1[22][18] = 4.77189973551464;
   fWeightMatrix0to1[23][18] = 0.552778550937326;
   fWeightMatrix0to1[24][18] = -1.3663093419633;
   fWeightMatrix0to1[25][18] = 0.721614903864122;
   fWeightMatrix0to1[26][18] = 1.82462862469487;
   fWeightMatrix0to1[27][18] = 0.0590863098944604;
   fWeightMatrix0to1[28][18] = -0.58882547521833;
   fWeightMatrix0to1[29][18] = -1.86287379859006;
   fWeightMatrix0to1[30][18] = -0.306561553518166;
   fWeightMatrix0to1[31][18] = -0.0212837138728518;
   fWeightMatrix0to1[32][18] = -4.07690553688745;
   fWeightMatrix0to1[33][18] = -4.43826065297861;
   fWeightMatrix0to1[34][18] = -1.45415950293464;
   fWeightMatrix0to1[35][18] = 0.906227289577811;
   fWeightMatrix0to1[36][18] = -4.58488547954736;
   fWeightMatrix0to1[37][18] = -2.14288982976864;
   fWeightMatrix0to1[38][18] = -0.188884653759025;
   fWeightMatrix0to1[39][18] = -2.04585655539;
   fWeightMatrix0to1[40][18] = -1.85096181210667;
   fWeightMatrix0to1[41][18] = -1.83836716731103;
   fWeightMatrix0to1[42][18] = 1.78233723090861;
   fWeightMatrix0to1[43][18] = 4.13870450864598;
   fWeightMatrix0to1[44][18] = -3.33707647100272;
   fWeightMatrix0to1[0][19] = 2.14765651277742;
   fWeightMatrix0to1[1][19] = 0.391662304757729;
   fWeightMatrix0to1[2][19] = -0.375344514467673;
   fWeightMatrix0to1[3][19] = 0.526347908296353;
   fWeightMatrix0to1[4][19] = 3.10205418561995;
   fWeightMatrix0to1[5][19] = -10.2923026611281;
   fWeightMatrix0to1[6][19] = 1.93441981093452;
   fWeightMatrix0to1[7][19] = -0.281589879856142;
   fWeightMatrix0to1[8][19] = -0.247628273220491;
   fWeightMatrix0to1[9][19] = -0.559050906886834;
   fWeightMatrix0to1[10][19] = 0.0643354722034913;
   fWeightMatrix0to1[11][19] = 0.0810044932247465;
   fWeightMatrix0to1[12][19] = -1.90225926921666;
   fWeightMatrix0to1[13][19] = 6.18182879950252;
   fWeightMatrix0to1[14][19] = 1.97626004738277;
   fWeightMatrix0to1[15][19] = -0.722464704942186;
   fWeightMatrix0to1[16][19] = 1.4653565915125;
   fWeightMatrix0to1[17][19] = 2.0444404970401;
   fWeightMatrix0to1[18][19] = 3.6594601729105;
   fWeightMatrix0to1[19][19] = -0.640443032934341;
   fWeightMatrix0to1[20][19] = 0.332506086960496;
   fWeightMatrix0to1[21][19] = 5.37823497111382;
   fWeightMatrix0to1[22][19] = -1.80842084248572;
   fWeightMatrix0to1[23][19] = -0.828177161126127;
   fWeightMatrix0to1[24][19] = 1.05697401737248;
   fWeightMatrix0to1[25][19] = 0.457583334019701;
   fWeightMatrix0to1[26][19] = 1.26283989880806;
   fWeightMatrix0to1[27][19] = -5.8407199512998;
   fWeightMatrix0to1[28][19] = 0.435992356034785;
   fWeightMatrix0to1[29][19] = 0.509791879048654;
   fWeightMatrix0to1[30][19] = -0.864355458627328;
   fWeightMatrix0to1[31][19] = -0.956051511952008;
   fWeightMatrix0to1[32][19] = -2.43368449124541;
   fWeightMatrix0to1[33][19] = 1.37349105175502;
   fWeightMatrix0to1[34][19] = 2.03606171850735;
   fWeightMatrix0to1[35][19] = 1.80894891957351;
   fWeightMatrix0to1[36][19] = 1.03695595152873;
   fWeightMatrix0to1[37][19] = 2.82588780399962;
   fWeightMatrix0to1[38][19] = -1.00163952536644;
   fWeightMatrix0to1[39][19] = -1.83252881037716;
   fWeightMatrix0to1[40][19] = 0.534847687094907;
   fWeightMatrix0to1[41][19] = -3.19492465767513;
   fWeightMatrix0to1[42][19] = -1.29162998386217;
   fWeightMatrix0to1[43][19] = -0.175867218541321;
   fWeightMatrix0to1[44][19] = -0.879058557190868;
   fWeightMatrix0to1[0][20] = -1.11397539572292;
   fWeightMatrix0to1[1][20] = 2.57406169068084;
   fWeightMatrix0to1[2][20] = 1.73333956774551;
   fWeightMatrix0to1[3][20] = 0.502359882688612;
   fWeightMatrix0to1[4][20] = -12.3087713171256;
   fWeightMatrix0to1[5][20] = -18.1873126482219;
   fWeightMatrix0to1[6][20] = 4.09815397789441;
   fWeightMatrix0to1[7][20] = 0.904127973290464;
   fWeightMatrix0to1[8][20] = 7.74423877462624;
   fWeightMatrix0to1[9][20] = 2.25666513510727;
   fWeightMatrix0to1[10][20] = -0.697034519120944;
   fWeightMatrix0to1[11][20] = -3.0912546356358;
   fWeightMatrix0to1[12][20] = 0.988603059767543;
   fWeightMatrix0to1[13][20] = 27.0538141594262;
   fWeightMatrix0to1[14][20] = 0.169180964131172;
   fWeightMatrix0to1[15][20] = 16.1251240791371;
   fWeightMatrix0to1[16][20] = 4.65814887128862;
   fWeightMatrix0to1[17][20] = -5.43456628312197;
   fWeightMatrix0to1[18][20] = -8.44409816224314;
   fWeightMatrix0to1[19][20] = 1.25248710645348;
   fWeightMatrix0to1[20][20] = -1.04147734006806;
   fWeightMatrix0to1[21][20] = 1.73481194090423;
   fWeightMatrix0to1[22][20] = 0.158905359386198;
   fWeightMatrix0to1[23][20] = 2.03030507477832;
   fWeightMatrix0to1[24][20] = -17.0607924195256;
   fWeightMatrix0to1[25][20] = -0.386873122454257;
   fWeightMatrix0to1[26][20] = -0.406360728962228;
   fWeightMatrix0to1[27][20] = 13.235211649718;
   fWeightMatrix0to1[28][20] = 1.92196318022381;
   fWeightMatrix0to1[29][20] = 0.18755672439222;
   fWeightMatrix0to1[30][20] = -0.343028638739015;
   fWeightMatrix0to1[31][20] = -1.35343647949872;
   fWeightMatrix0to1[32][20] = 15.9699295498852;
   fWeightMatrix0to1[33][20] = 3.75165193304734;
   fWeightMatrix0to1[34][20] = -4.1729919218396;
   fWeightMatrix0to1[35][20] = 1.09285683424605;
   fWeightMatrix0to1[36][20] = 1.49751950314257;
   fWeightMatrix0to1[37][20] = -3.73682425099715;
   fWeightMatrix0to1[38][20] = 3.27088200635932;
   fWeightMatrix0to1[39][20] = 35.9087532342453;
   fWeightMatrix0to1[40][20] = 1.3258512038547;
   fWeightMatrix0to1[41][20] = -1.86244597416675;
   fWeightMatrix0to1[42][20] = -0.317641584924453;
   fWeightMatrix0to1[43][20] = -0.0796147665698749;
   fWeightMatrix0to1[44][20] = 12.2472701582073;
   fWeightMatrix0to1[0][21] = -1.54118645188183;
   fWeightMatrix0to1[1][21] = 2.62390880489874;
   fWeightMatrix0to1[2][21] = -1.80266108207815;
   fWeightMatrix0to1[3][21] = 1.53870058967;
   fWeightMatrix0to1[4][21] = 22.1914012653021;
   fWeightMatrix0to1[5][21] = -45.5128046907969;
   fWeightMatrix0to1[6][21] = -2.14601111061622;
   fWeightMatrix0to1[7][21] = 0.34755441380032;
   fWeightMatrix0to1[8][21] = -5.10990765102792;
   fWeightMatrix0to1[9][21] = 4.21471354590263;
   fWeightMatrix0to1[10][21] = 3.45768567477522;
   fWeightMatrix0to1[11][21] = 0.801484913044907;
   fWeightMatrix0to1[12][21] = -1.43745103674224;
   fWeightMatrix0to1[13][21] = 23.4176159040055;
   fWeightMatrix0to1[14][21] = -0.945910684068837;
   fWeightMatrix0to1[15][21] = -36.9301900616626;
   fWeightMatrix0to1[16][21] = -6.34128608697244;
   fWeightMatrix0to1[17][21] = 6.5447286428674;
   fWeightMatrix0to1[18][21] = 9.0986803274085;
   fWeightMatrix0to1[19][21] = -2.48752091715049;
   fWeightMatrix0to1[20][21] = -1.13051351080839;
   fWeightMatrix0to1[21][21] = 17.9091332443871;
   fWeightMatrix0to1[22][21] = -6.05051080850855;
   fWeightMatrix0to1[23][21] = -1.62796156295873;
   fWeightMatrix0to1[24][21] = -18.32539449428;
   fWeightMatrix0to1[25][21] = 2.37481775217422;
   fWeightMatrix0to1[26][21] = 0.500259758450783;
   fWeightMatrix0to1[27][21] = -28.2068283424219;
   fWeightMatrix0to1[28][21] = 0.372469928887487;
   fWeightMatrix0to1[29][21] = -0.843216688496965;
   fWeightMatrix0to1[30][21] = 1.29892017063733;
   fWeightMatrix0to1[31][21] = 2.5967368632304;
   fWeightMatrix0to1[32][21] = -10.0972973453215;
   fWeightMatrix0to1[33][21] = 1.90650494696025;
   fWeightMatrix0to1[34][21] = 4.75489996751724;
   fWeightMatrix0to1[35][21] = 1.52521741275576;
   fWeightMatrix0to1[36][21] = 2.99636609624154;
   fWeightMatrix0to1[37][21] = 13.7523229155561;
   fWeightMatrix0to1[38][21] = -4.68470225739604;
   fWeightMatrix0to1[39][21] = -16.7588665350359;
   fWeightMatrix0to1[40][21] = -1.67455026765997;
   fWeightMatrix0to1[41][21] = -0.669384171585737;
   fWeightMatrix0to1[42][21] = 0.102885626397881;
   fWeightMatrix0to1[43][21] = 2.60614341979773;
   fWeightMatrix0to1[44][21] = -14.7918976412563;
   fWeightMatrix0to1[0][22] = 2.32083489892521;
   fWeightMatrix0to1[1][22] = 1.72365649182113;
   fWeightMatrix0to1[2][22] = 1.91230294382361;
   fWeightMatrix0to1[3][22] = 0.0335468837268209;
   fWeightMatrix0to1[4][22] = 9.82097530912508;
   fWeightMatrix0to1[5][22] = -19.503809565234;
   fWeightMatrix0to1[6][22] = 2.51103507814234;
   fWeightMatrix0to1[7][22] = 0.0440702599957202;
   fWeightMatrix0to1[8][22] = -1.20710533932304;
   fWeightMatrix0to1[9][22] = 1.03369411201772;
   fWeightMatrix0to1[10][22] = -1.90240199956046;
   fWeightMatrix0to1[11][22] = 0.142334783153481;
   fWeightMatrix0to1[12][22] = -1.24293757773113;
   fWeightMatrix0to1[13][22] = 18.5699085463614;
   fWeightMatrix0to1[14][22] = -0.827925742607424;
   fWeightMatrix0to1[15][22] = -2.09794342175253;
   fWeightMatrix0to1[16][22] = -3.96093031280734;
   fWeightMatrix0to1[17][22] = 2.71939744974678;
   fWeightMatrix0to1[18][22] = 3.16285578670578;
   fWeightMatrix0to1[19][22] = -1.06959325894395;
   fWeightMatrix0to1[20][22] = -0.718466803750061;
   fWeightMatrix0to1[21][22] = 9.38412665742431;
   fWeightMatrix0to1[22][22] = -1.38578899680805;
   fWeightMatrix0to1[23][22] = -1.68755205549612;
   fWeightMatrix0to1[24][22] = -17.0172175635978;
   fWeightMatrix0to1[25][22] = -0.341111011071171;
   fWeightMatrix0to1[26][22] = 1.36220237808663;
   fWeightMatrix0to1[27][22] = -16.826962258791;
   fWeightMatrix0to1[28][22] = 0.0401514846487456;
   fWeightMatrix0to1[29][22] = 1.97620578199363;
   fWeightMatrix0to1[30][22] = 0.219344413999639;
   fWeightMatrix0to1[31][22] = 1.724566887393;
   fWeightMatrix0to1[32][22] = -1.00300215821922;
   fWeightMatrix0to1[33][22] = 2.25564740942977;
   fWeightMatrix0to1[34][22] = -2.22728075814887;
   fWeightMatrix0to1[35][22] = 0.0541072176437994;
   fWeightMatrix0to1[36][22] = 0.679310244401137;
   fWeightMatrix0to1[37][22] = 4.88143824377503;
   fWeightMatrix0to1[38][22] = -0.744329173651884;
   fWeightMatrix0to1[39][22] = 6.43181497134521;
   fWeightMatrix0to1[40][22] = -0.356742008429369;
   fWeightMatrix0to1[41][22] = 1.08610696975754;
   fWeightMatrix0to1[42][22] = 1.7991326114237;
   fWeightMatrix0to1[43][22] = -1.13880115943655;
   fWeightMatrix0to1[44][22] = -1.00736536665256;
   fWeightMatrix0to1[0][23] = 0.537275527512915;
   fWeightMatrix0to1[1][23] = -0.289196924997901;
   fWeightMatrix0to1[2][23] = 1.60238294575941;
   fWeightMatrix0to1[3][23] = 2.16054393157933;
   fWeightMatrix0to1[4][23] = -1.3994433582796;
   fWeightMatrix0to1[5][23] = 1.1589505829916;
   fWeightMatrix0to1[6][23] = -0.0598628680122941;
   fWeightMatrix0to1[7][23] = 1.58287950019577;
   fWeightMatrix0to1[8][23] = 0.161293982253548;
   fWeightMatrix0to1[9][23] = 1.6148802705528;
   fWeightMatrix0to1[10][23] = -0.585617086079884;
   fWeightMatrix0to1[11][23] = 1.42349141320913;
   fWeightMatrix0to1[12][23] = 1.71300328594041;
   fWeightMatrix0to1[13][23] = 0.508281519108715;
   fWeightMatrix0to1[14][23] = 1.00985184721975;
   fWeightMatrix0to1[15][23] = -2.04798204023264;
   fWeightMatrix0to1[16][23] = -0.170693852206926;
   fWeightMatrix0to1[17][23] = -2.06138870892765;
   fWeightMatrix0to1[18][23] = -0.0936824281678494;
   fWeightMatrix0to1[19][23] = -2.74276015537956;
   fWeightMatrix0to1[20][23] = -1.67947368685575;
   fWeightMatrix0to1[21][23] = 0.447111937198702;
   fWeightMatrix0to1[22][23] = 0.996866447791371;
   fWeightMatrix0to1[23][23] = -0.44795317677267;
   fWeightMatrix0to1[24][23] = -0.993818024303664;
   fWeightMatrix0to1[25][23] = 1.53138279822834;
   fWeightMatrix0to1[26][23] = 0.270579044891446;
   fWeightMatrix0to1[27][23] = -2.74672426528535;
   fWeightMatrix0to1[28][23] = 0.584030566722751;
   fWeightMatrix0to1[29][23] = 1.78755105384527;
   fWeightMatrix0to1[30][23] = -0.675317662368002;
   fWeightMatrix0to1[31][23] = 1.85851116104357;
   fWeightMatrix0to1[32][23] = -0.720324041378406;
   fWeightMatrix0to1[33][23] = 3.22549297860699;
   fWeightMatrix0to1[34][23] = -0.0109752520938062;
   fWeightMatrix0to1[35][23] = 0.271261267258778;
   fWeightMatrix0to1[36][23] = 0.833341819328206;
   fWeightMatrix0to1[37][23] = 0.590641495351628;
   fWeightMatrix0to1[38][23] = -0.645099154674561;
   fWeightMatrix0to1[39][23] = -0.317758683911685;
   fWeightMatrix0to1[40][23] = -0.368043711188132;
   fWeightMatrix0to1[41][23] = -0.177844005349723;
   fWeightMatrix0to1[42][23] = 1.79568257523312;
   fWeightMatrix0to1[43][23] = -0.363525877470714;
   fWeightMatrix0to1[44][23] = 0.980081065885767;
   fWeightMatrix0to1[0][24] = 0.194391198542886;
   fWeightMatrix0to1[1][24] = -1.73080206811405;
   fWeightMatrix0to1[2][24] = 0.810000525079804;
   fWeightMatrix0to1[3][24] = 0.511759932491187;
   fWeightMatrix0to1[4][24] = -0.219405792043809;
   fWeightMatrix0to1[5][24] = 0.018454846708296;
   fWeightMatrix0to1[6][24] = 0.0217404973521326;
   fWeightMatrix0to1[7][24] = 1.66093687868788;
   fWeightMatrix0to1[8][24] = 0.154419839745798;
   fWeightMatrix0to1[9][24] = -1.00887903003783;
   fWeightMatrix0to1[10][24] = -1.75957831388254;
   fWeightMatrix0to1[11][24] = -1.78812067705433;
   fWeightMatrix0to1[12][24] = 1.63919737999481;
   fWeightMatrix0to1[13][24] = -1.01928579180775;
   fWeightMatrix0to1[14][24] = -0.217895043546117;
   fWeightMatrix0to1[15][24] = 1.96018936174056;
   fWeightMatrix0to1[16][24] = 1.02089401407794;
   fWeightMatrix0to1[17][24] = -1.77998328819971;
   fWeightMatrix0to1[18][24] = -0.021936644877141;
   fWeightMatrix0to1[19][24] = -1.1525164563321;
   fWeightMatrix0to1[20][24] = -0.597424187690984;
   fWeightMatrix0to1[21][24] = 0.908362219230008;
   fWeightMatrix0to1[22][24] = -0.38518594376866;
   fWeightMatrix0to1[23][24] = -1.79659745761906;
   fWeightMatrix0to1[24][24] = 1.19432037315937;
   fWeightMatrix0to1[25][24] = -1.35735963103193;
   fWeightMatrix0to1[26][24] = -0.291855333019836;
   fWeightMatrix0to1[27][24] = 0.0623719388202277;
   fWeightMatrix0to1[28][24] = -2.74000222349809;
   fWeightMatrix0to1[29][24] = -1.56485988679048;
   fWeightMatrix0to1[30][24] = -1.08751915992507;
   fWeightMatrix0to1[31][24] = -1.22077427297225;
   fWeightMatrix0to1[32][24] = 0.629442988477315;
   fWeightMatrix0to1[33][24] = 2.68936354709393;
   fWeightMatrix0to1[34][24] = 1.92466474756212;
   fWeightMatrix0to1[35][24] = 1.22505010527578;
   fWeightMatrix0to1[36][24] = 1.39632705265251;
   fWeightMatrix0to1[37][24] = -0.816135868642986;
   fWeightMatrix0to1[38][24] = -0.302585306124373;
   fWeightMatrix0to1[39][24] = -0.361124347328471;
   fWeightMatrix0to1[40][24] = -1.59059506119233;
   fWeightMatrix0to1[41][24] = 2.99351658984314;
   fWeightMatrix0to1[42][24] = -0.0163900406612687;
   fWeightMatrix0to1[43][24] = 1.94075720483764;
   fWeightMatrix0to1[44][24] = 1.18273439321472;
   fWeightMatrix0to1[0][25] = 0.138062376559367;
   fWeightMatrix0to1[1][25] = -0.0205395110019701;
   fWeightMatrix0to1[2][25] = 1.62188442136091;
   fWeightMatrix0to1[3][25] = -0.476755456774964;
   fWeightMatrix0to1[4][25] = 0.142244048063749;
   fWeightMatrix0to1[5][25] = 0.234882542721307;
   fWeightMatrix0to1[6][25] = -0.0544692513347066;
   fWeightMatrix0to1[7][25] = 0.527744926785659;
   fWeightMatrix0to1[8][25] = -1.38109507428315;
   fWeightMatrix0to1[9][25] = 1.2398428425499;
   fWeightMatrix0to1[10][25] = 0.417781181154515;
   fWeightMatrix0to1[11][25] = -0.626249129472365;
   fWeightMatrix0to1[12][25] = 1.89539106598997;
   fWeightMatrix0to1[13][25] = 0.124090301233081;
   fWeightMatrix0to1[14][25] = -1.88504305836963;
   fWeightMatrix0to1[15][25] = 0.0710069833465658;
   fWeightMatrix0to1[16][25] = 0.368287719852716;
   fWeightMatrix0to1[17][25] = 1.10159284466206;
   fWeightMatrix0to1[18][25] = 1.537239648164;
   fWeightMatrix0to1[19][25] = 0.313924710413084;
   fWeightMatrix0to1[20][25] = 0.341087770200616;
   fWeightMatrix0to1[21][25] = -0.00503226833462794;
   fWeightMatrix0to1[22][25] = 0.0664267794340492;
   fWeightMatrix0to1[23][25] = -0.302552536192775;
   fWeightMatrix0to1[24][25] = 0.117431881517953;
   fWeightMatrix0to1[25][25] = 0.85044701860404;
   fWeightMatrix0to1[26][25] = -1.12990403900456;
   fWeightMatrix0to1[27][25] = -2.72528896487023;
   fWeightMatrix0to1[28][25] = -0.355949146174522;
   fWeightMatrix0to1[29][25] = 0.0804947765167429;
   fWeightMatrix0to1[30][25] = 0.0529321509990762;
   fWeightMatrix0to1[31][25] = 0.0907801950859826;
   fWeightMatrix0to1[32][25] = 0.475465875839124;
   fWeightMatrix0to1[33][25] = 0.310911085289944;
   fWeightMatrix0to1[34][25] = -1.19660614177335;
   fWeightMatrix0to1[35][25] = 1.67010136495343;
   fWeightMatrix0to1[36][25] = -1.82714581867587;
   fWeightMatrix0to1[37][25] = 0.342178579744243;
   fWeightMatrix0to1[38][25] = 0.0312536681319974;
   fWeightMatrix0to1[39][25] = 0.00885413318318;
   fWeightMatrix0to1[40][25] = -0.681587335056874;
   fWeightMatrix0to1[41][25] = -0.0725795035746048;
   fWeightMatrix0to1[42][25] = -0.295115877257712;
   fWeightMatrix0to1[43][25] = -0.36773156354398;
   fWeightMatrix0to1[44][25] = -0.838528127959029;
   fWeightMatrix0to1[0][26] = 0.0937225204222149;
   fWeightMatrix0to1[1][26] = 1.85390619106691;
   fWeightMatrix0to1[2][26] = 1.04996456076476;
   fWeightMatrix0to1[3][26] = -0.273862091027946;
   fWeightMatrix0to1[4][26] = -0.749637262116317;
   fWeightMatrix0to1[5][26] = 0.462677832119703;
   fWeightMatrix0to1[6][26] = -0.708703325510053;
   fWeightMatrix0to1[7][26] = 1.02726461054563;
   fWeightMatrix0to1[8][26] = 1.73629719783024;
   fWeightMatrix0to1[9][26] = -0.651906896914014;
   fWeightMatrix0to1[10][26] = 0.220803071121386;
   fWeightMatrix0to1[11][26] = 2.14704345351584;
   fWeightMatrix0to1[12][26] = 1.24250065087479;
   fWeightMatrix0to1[13][26] = -0.948685831202752;
   fWeightMatrix0to1[14][26] = 0.646471797605198;
   fWeightMatrix0to1[15][26] = -0.334605518692618;
   fWeightMatrix0to1[16][26] = -0.864705214116735;
   fWeightMatrix0to1[17][26] = 0.471257064187721;
   fWeightMatrix0to1[18][26] = -1.98867750666258;
   fWeightMatrix0to1[19][26] = -0.881254155402486;
   fWeightMatrix0to1[20][26] = -1.12623941801759;
   fWeightMatrix0to1[21][26] = -2.42224647550326;
   fWeightMatrix0to1[22][26] = -1.40339006477458;
   fWeightMatrix0to1[23][26] = -0.799986700494953;
   fWeightMatrix0to1[24][26] = -1.82912870889344;
   fWeightMatrix0to1[25][26] = 1.08229582724532;
   fWeightMatrix0to1[26][26] = -2.05020768164835;
   fWeightMatrix0to1[27][26] = -2.96073710260955;
   fWeightMatrix0to1[28][26] = -1.79568938303261;
   fWeightMatrix0to1[29][26] = 1.26542942947269;
   fWeightMatrix0to1[30][26] = 0.23724920366639;
   fWeightMatrix0to1[31][26] = 0.601446926601134;
   fWeightMatrix0to1[32][26] = 1.22805198065745;
   fWeightMatrix0to1[33][26] = 1.38196212984364;
   fWeightMatrix0to1[34][26] = -0.902808513226851;
   fWeightMatrix0to1[35][26] = -1.21338249498331;
   fWeightMatrix0to1[36][26] = -1.02377777615649;
   fWeightMatrix0to1[37][26] = -1.51359351528214;
   fWeightMatrix0to1[38][26] = -0.779551644167072;
   fWeightMatrix0to1[39][26] = 0.516669716612184;
   fWeightMatrix0to1[40][26] = 1.98819028696731;
   fWeightMatrix0to1[41][26] = 0.776119152342828;
   fWeightMatrix0to1[42][26] = 0.862856844475154;
   fWeightMatrix0to1[43][26] = 0.589102639871606;
   fWeightMatrix0to1[44][26] = 0.114033120224322;
   fWeightMatrix0to1[0][27] = -1.43508694112672;
   fWeightMatrix0to1[1][27] = -4.82707735050756;
   fWeightMatrix0to1[2][27] = -0.00420957096195921;
   fWeightMatrix0to1[3][27] = 1.206222169377;
   fWeightMatrix0to1[4][27] = 0.0206856692674244;
   fWeightMatrix0to1[5][27] = -0.364149256508133;
   fWeightMatrix0to1[6][27] = -0.101169083303854;
   fWeightMatrix0to1[7][27] = 0.10053071064571;
   fWeightMatrix0to1[8][27] = -2.13188058237056;
   fWeightMatrix0to1[9][27] = 3.03858168358201;
   fWeightMatrix0to1[10][27] = -0.454856534702505;
   fWeightMatrix0to1[11][27] = -0.369885219376872;
   fWeightMatrix0to1[12][27] = -0.568282290653918;
   fWeightMatrix0to1[13][27] = -6.97501135675918;
   fWeightMatrix0to1[14][27] = -0.107217589523629;
   fWeightMatrix0to1[15][27] = -0.00100583461608132;
   fWeightMatrix0to1[16][27] = 0.959758354537556;
   fWeightMatrix0to1[17][27] = 0.201244109309233;
   fWeightMatrix0to1[18][27] = -0.775110764663779;
   fWeightMatrix0to1[19][27] = -1.42700745939091;
   fWeightMatrix0to1[20][27] = 0.930029891921953;
   fWeightMatrix0to1[21][27] = -3.20744090775378;
   fWeightMatrix0to1[22][27] = 0.659873788553521;
   fWeightMatrix0to1[23][27] = -0.656199549319117;
   fWeightMatrix0to1[24][27] = 0.0548235606240148;
   fWeightMatrix0to1[25][27] = -2.04155650030708;
   fWeightMatrix0to1[26][27] = 0.324675099508535;
   fWeightMatrix0to1[27][27] = 0.176691215958517;
   fWeightMatrix0to1[28][27] = -0.448410308575825;
   fWeightMatrix0to1[29][27] = -0.299818116639918;
   fWeightMatrix0to1[30][27] = -4.28442787122881;
   fWeightMatrix0to1[31][27] = 2.33325480007226;
   fWeightMatrix0to1[32][27] = 1.77785758688904;
   fWeightMatrix0to1[33][27] = -0.370665818351564;
   fWeightMatrix0to1[34][27] = 0.983711397051948;
   fWeightMatrix0to1[35][27] = -0.0357759962486502;
   fWeightMatrix0to1[36][27] = 1.55495959427267;
   fWeightMatrix0to1[37][27] = -0.315157308758336;
   fWeightMatrix0to1[38][27] = 0.917061004044778;
   fWeightMatrix0to1[39][27] = 0.0225098819946691;
   fWeightMatrix0to1[40][27] = 1.57157763603972;
   fWeightMatrix0to1[41][27] = 0.976383202700177;
   fWeightMatrix0to1[42][27] = -0.166355865242257;
   fWeightMatrix0to1[43][27] = 0.305927521792122;
   fWeightMatrix0to1[44][27] = 0.067700301886492;
   fWeightMatrix0to1[0][28] = -0.58140854386503;
   fWeightMatrix0to1[1][28] = -2.39047589483252;
   fWeightMatrix0to1[2][28] = 0.816154220196714;
   fWeightMatrix0to1[3][28] = -0.391027628738478;
   fWeightMatrix0to1[4][28] = 1.55611467317272;
   fWeightMatrix0to1[5][28] = -1.23021708523177;
   fWeightMatrix0to1[6][28] = -0.0786764797558589;
   fWeightMatrix0to1[7][28] = 2.90875524722403;
   fWeightMatrix0to1[8][28] = 2.75702079061959;
   fWeightMatrix0to1[9][28] = -0.936737473655617;
   fWeightMatrix0to1[10][28] = -1.57941915598722;
   fWeightMatrix0to1[11][28] = 0.905212130936148;
   fWeightMatrix0to1[12][28] = 1.92379811240847;
   fWeightMatrix0to1[13][28] = 0.539422979892237;
   fWeightMatrix0to1[14][28] = -0.728831722433504;
   fWeightMatrix0to1[15][28] = -0.0529728845108222;
   fWeightMatrix0to1[16][28] = -1.28740311905978;
   fWeightMatrix0to1[17][28] = -2.11674665267915;
   fWeightMatrix0to1[18][28] = 0.284324512484685;
   fWeightMatrix0to1[19][28] = -2.20432994333387;
   fWeightMatrix0to1[20][28] = -1.63127041062903;
   fWeightMatrix0to1[21][28] = -1.46092504505139;
   fWeightMatrix0to1[22][28] = 1.16109574031904;
   fWeightMatrix0to1[23][28] = 1.62767583361309;
   fWeightMatrix0to1[24][28] = -0.15687300448674;
   fWeightMatrix0to1[25][28] = 0.512326840512205;
   fWeightMatrix0to1[26][28] = -0.0231500418708637;
   fWeightMatrix0to1[27][28] = -1.62760807637446;
   fWeightMatrix0to1[28][28] = -1.26508085472851;
   fWeightMatrix0to1[29][28] = 0.172839332142795;
   fWeightMatrix0to1[30][28] = -1.80747543827185;
   fWeightMatrix0to1[31][28] = -0.530056567109582;
   fWeightMatrix0to1[32][28] = -0.513497380360693;
   fWeightMatrix0to1[33][28] = 2.8125147944311;
   fWeightMatrix0to1[34][28] = -0.507827931757896;
   fWeightMatrix0to1[35][28] = 1.13006043739054;
   fWeightMatrix0to1[36][28] = 0.33834605379658;
   fWeightMatrix0to1[37][28] = -0.0280835236970259;
   fWeightMatrix0to1[38][28] = 0.248439045917084;
   fWeightMatrix0to1[39][28] = 0.604485909304359;
   fWeightMatrix0to1[40][28] = -0.254009275180244;
   fWeightMatrix0to1[41][28] = 3.0296262099562;
   fWeightMatrix0to1[42][28] = -1.64454760396815;
   fWeightMatrix0to1[43][28] = 1.78260596041435;
   fWeightMatrix0to1[44][28] = 1.11686122783036;
   fWeightMatrix0to1[0][29] = 0.369170900678651;
   fWeightMatrix0to1[1][29] = -1.12290096250825;
   fWeightMatrix0to1[2][29] = 0.744279808663241;
   fWeightMatrix0to1[3][29] = 0.833717016455067;
   fWeightMatrix0to1[4][29] = 1.68671348932626;
   fWeightMatrix0to1[5][29] = 0.252525634825521;
   fWeightMatrix0to1[6][29] = 1.51874842401158;
   fWeightMatrix0to1[7][29] = 0.765615242240855;
   fWeightMatrix0to1[8][29] = 1.31803563425754;
   fWeightMatrix0to1[9][29] = -0.612482812005577;
   fWeightMatrix0to1[10][29] = 0.537271554315453;
   fWeightMatrix0to1[11][29] = 0.828359384235907;
   fWeightMatrix0to1[12][29] = -1.21017384788133;
   fWeightMatrix0to1[13][29] = -10.2429859172415;
   fWeightMatrix0to1[14][29] = 0.148929646185806;
   fWeightMatrix0to1[15][29] = -0.283555451993723;
   fWeightMatrix0to1[16][29] = 0.177771159765171;
   fWeightMatrix0to1[17][29] = 0.238978167695563;
   fWeightMatrix0to1[18][29] = -1.01184322063027;
   fWeightMatrix0to1[19][29] = 0.12938020967036;
   fWeightMatrix0to1[20][29] = -1.10642329169581;
   fWeightMatrix0to1[21][29] = -3.86458322622466;
   fWeightMatrix0to1[22][29] = 0.203665189053079;
   fWeightMatrix0to1[23][29] = -1.39439157356156;
   fWeightMatrix0to1[24][29] = 0.433384333804217;
   fWeightMatrix0to1[25][29] = 1.04670457995084;
   fWeightMatrix0to1[26][29] = 1.58224906074585;
   fWeightMatrix0to1[27][29] = 1.30450117610896;
   fWeightMatrix0to1[28][29] = 1.96100736174868;
   fWeightMatrix0to1[29][29] = -1.02020059749113;
   fWeightMatrix0to1[30][29] = -0.96797724384216;
   fWeightMatrix0to1[31][29] = 2.11643046601302;
   fWeightMatrix0to1[32][29] = 2.48289589051114;
   fWeightMatrix0to1[33][29] = -1.42594029944258;
   fWeightMatrix0to1[34][29] = 1.63590773749927;
   fWeightMatrix0to1[35][29] = 1.41123078923818;
   fWeightMatrix0to1[36][29] = -0.429069311761945;
   fWeightMatrix0to1[37][29] = 0.343051387048667;
   fWeightMatrix0to1[38][29] = 0.869655225886569;
   fWeightMatrix0to1[39][29] = -1.4848877000117;
   fWeightMatrix0to1[40][29] = 0.579277338201872;
   fWeightMatrix0to1[41][29] = 0.640756739610685;
   fWeightMatrix0to1[42][29] = -0.503142680579663;
   fWeightMatrix0to1[43][29] = 0.733034529124434;
   fWeightMatrix0to1[44][29] = -0.510366533268793;
   fWeightMatrix0to1[0][30] = 1.97688734398817;
   fWeightMatrix0to1[1][30] = 1.36557311125459;
   fWeightMatrix0to1[2][30] = -1.41845548766138;
   fWeightMatrix0to1[3][30] = -1.45213763073452;
   fWeightMatrix0to1[4][30] = -1.92179427071578;
   fWeightMatrix0to1[5][30] = -0.376930487400173;
   fWeightMatrix0to1[6][30] = 1.46510318704797;
   fWeightMatrix0to1[7][30] = -0.690864421132625;
   fWeightMatrix0to1[8][30] = 2.84244510749822;
   fWeightMatrix0to1[9][30] = 0.302002902077112;
   fWeightMatrix0to1[10][30] = -0.536187106379447;
   fWeightMatrix0to1[11][30] = 0.777713334012769;
   fWeightMatrix0to1[12][30] = 0.380228603373196;
   fWeightMatrix0to1[13][30] = -6.17058777960792;
   fWeightMatrix0to1[14][30] = 0.859067290313811;
   fWeightMatrix0to1[15][30] = 0.334593981300525;
   fWeightMatrix0to1[16][30] = 0.570287062692316;
   fWeightMatrix0to1[17][30] = -0.0663327600943868;
   fWeightMatrix0to1[18][30] = -1.35731736756765;
   fWeightMatrix0to1[19][30] = 1.12561695699982;
   fWeightMatrix0to1[20][30] = 0.969312552438479;
   fWeightMatrix0to1[21][30] = -5.63502571453456;
   fWeightMatrix0to1[22][30] = 0.584956477567032;
   fWeightMatrix0to1[23][30] = 0.254847080633747;
   fWeightMatrix0to1[24][30] = -0.339416326213747;
   fWeightMatrix0to1[25][30] = 0.301589103287695;
   fWeightMatrix0to1[26][30] = -0.192729072661331;
   fWeightMatrix0to1[27][30] = -1.04804545465227;
   fWeightMatrix0to1[28][30] = 1.48735009271159;
   fWeightMatrix0to1[29][30] = -1.49342041251743;
   fWeightMatrix0to1[30][30] = -2.21421882967632;
   fWeightMatrix0to1[31][30] = 2.37060076210189;
   fWeightMatrix0to1[32][30] = 3.2740070627745;
   fWeightMatrix0to1[33][30] = 0.743958240479058;
   fWeightMatrix0to1[34][30] = 1.28055224986071;
   fWeightMatrix0to1[35][30] = 0.865702678755822;
   fWeightMatrix0to1[36][30] = -0.0320133420329608;
   fWeightMatrix0to1[37][30] = 0.25113463439464;
   fWeightMatrix0to1[38][30] = -1.25095401402982;
   fWeightMatrix0to1[39][30] = 1.62851450783757;
   fWeightMatrix0to1[40][30] = -1.11102177515345;
   fWeightMatrix0to1[41][30] = -0.860434646896821;
   fWeightMatrix0to1[42][30] = 0.799400836614419;
   fWeightMatrix0to1[43][30] = 1.4746369004318;
   fWeightMatrix0to1[44][30] = 1.86755384666502;
   fWeightMatrix0to1[0][31] = -0.854169516282916;
   fWeightMatrix0to1[1][31] = 0.660810038583962;
   fWeightMatrix0to1[2][31] = -1.48293634585271;
   fWeightMatrix0to1[3][31] = -0.249552687632399;
   fWeightMatrix0to1[4][31] = -0.843035716369814;
   fWeightMatrix0to1[5][31] = -2.11121200189945;
   fWeightMatrix0to1[6][31] = -0.567671404946027;
   fWeightMatrix0to1[7][31] = -1.38278040269759;
   fWeightMatrix0to1[8][31] = -0.867390285361122;
   fWeightMatrix0to1[9][31] = -0.344506507376581;
   fWeightMatrix0to1[10][31] = 0.807362917368275;
   fWeightMatrix0to1[11][31] = -1.05978022361632;
   fWeightMatrix0to1[12][31] = -2.56391659608587;
   fWeightMatrix0to1[13][31] = 0.519176606429382;
   fWeightMatrix0to1[14][31] = 0.423631958036866;
   fWeightMatrix0to1[15][31] = -0.912451534553517;
   fWeightMatrix0to1[16][31] = -2.01053600512673;
   fWeightMatrix0to1[17][31] = -0.0218204058269577;
   fWeightMatrix0to1[18][31] = 0.958354320175735;
   fWeightMatrix0to1[19][31] = -0.989962759866015;
   fWeightMatrix0to1[20][31] = 0.00975536864006724;
   fWeightMatrix0to1[21][31] = -3.5826786680302;
   fWeightMatrix0to1[22][31] = -1.48302857770552;
   fWeightMatrix0to1[23][31] = 0.380991008489102;
   fWeightMatrix0to1[24][31] = -1.44351622963654;
   fWeightMatrix0to1[25][31] = -1.28590896995587;
   fWeightMatrix0to1[26][31] = -0.603314472270402;
   fWeightMatrix0to1[27][31] = -1.17637135820784;
   fWeightMatrix0to1[28][31] = 2.05821520049412;
   fWeightMatrix0to1[29][31] = -0.651692765675386;
   fWeightMatrix0to1[30][31] = 0.824376519763957;
   fWeightMatrix0to1[31][31] = 0.289068455122069;
   fWeightMatrix0to1[32][31] = 1.12330871009055;
   fWeightMatrix0to1[33][31] = 0.18848787040869;
   fWeightMatrix0to1[34][31] = -0.783645282717316;
   fWeightMatrix0to1[35][31] = -0.490092597035396;
   fWeightMatrix0to1[36][31] = -0.9012220619572;
   fWeightMatrix0to1[37][31] = 1.27125373096539;
   fWeightMatrix0to1[38][31] = 0.299896437587254;
   fWeightMatrix0to1[39][31] = -0.105397028617764;
   fWeightMatrix0to1[40][31] = -1.70768929080072;
   fWeightMatrix0to1[41][31] = 0.282771774145984;
   fWeightMatrix0to1[42][31] = 1.85579528568077;
   fWeightMatrix0to1[43][31] = -1.36690382079137;
   fWeightMatrix0to1[44][31] = -0.441548253808994;
   fWeightMatrix0to1[0][32] = 0.238240418045216;
   fWeightMatrix0to1[1][32] = -0.791148058230917;
   fWeightMatrix0to1[2][32] = 1.39285006595515;
   fWeightMatrix0to1[3][32] = -0.749776224096159;
   fWeightMatrix0to1[4][32] = 0.91317505977147;
   fWeightMatrix0to1[5][32] = 2.02805377957332;
   fWeightMatrix0to1[6][32] = 2.12704565278824;
   fWeightMatrix0to1[7][32] = 1.38311005854301;
   fWeightMatrix0to1[8][32] = -1.15972373980823;
   fWeightMatrix0to1[9][32] = 0.96036809546172;
   fWeightMatrix0to1[10][32] = -0.860655705189957;
   fWeightMatrix0to1[11][32] = -0.960118029635731;
   fWeightMatrix0to1[12][32] = 0.637692962643679;
   fWeightMatrix0to1[13][32] = -0.63913530853147;
   fWeightMatrix0to1[14][32] = -1.17033219904708;
   fWeightMatrix0to1[15][32] = 0.952757464974209;
   fWeightMatrix0to1[16][32] = 0.300414193576236;
   fWeightMatrix0to1[17][32] = -0.0545445267124504;
   fWeightMatrix0to1[18][32] = 2.06236567511674;
   fWeightMatrix0to1[19][32] = 0.831190127143599;
   fWeightMatrix0to1[20][32] = -0.298735691373476;
   fWeightMatrix0to1[21][32] = -4.6447919015146;
   fWeightMatrix0to1[22][32] = -2.12615887290734;
   fWeightMatrix0to1[23][32] = -1.76700047644054;
   fWeightMatrix0to1[24][32] = 1.37142923886558;
   fWeightMatrix0to1[25][32] = 0.7588819835368;
   fWeightMatrix0to1[26][32] = -0.828141558081862;
   fWeightMatrix0to1[27][32] = 1.16235468347656;
   fWeightMatrix0to1[28][32] = 1.24411768015845;
   fWeightMatrix0to1[29][32] = 0.321828352835044;
   fWeightMatrix0to1[30][32] = 1.45105590858962;
   fWeightMatrix0to1[31][32] = 1.32095309744713;
   fWeightMatrix0to1[32][32] = 1.93653857073467;
   fWeightMatrix0to1[33][32] = -0.10736481677212;
   fWeightMatrix0to1[34][32] = -0.596371971798687;
   fWeightMatrix0to1[35][32] = 0.526836574499699;
   fWeightMatrix0to1[36][32] = 0.708248593167921;
   fWeightMatrix0to1[37][32] = -1.5510883082101;
   fWeightMatrix0to1[38][32] = -1.30864144917129;
   fWeightMatrix0to1[39][32] = 0.1237908884183;
   fWeightMatrix0to1[40][32] = 1.84064485125068;
   fWeightMatrix0to1[41][32] = -0.267112269494047;
   fWeightMatrix0to1[42][32] = -1.84007656515319;
   fWeightMatrix0to1[43][32] = -1.54161534294316;
   fWeightMatrix0to1[44][32] = 0.238722353494779;
   fWeightMatrix0to1[0][33] = 0.282867896282166;
   fWeightMatrix0to1[1][33] = 0.804362349796056;
   fWeightMatrix0to1[2][33] = 2.40883853658164;
   fWeightMatrix0to1[3][33] = -2.13560837033877;
   fWeightMatrix0to1[4][33] = -4.72156972561128;
   fWeightMatrix0to1[5][33] = -1.72158862933097;
   fWeightMatrix0to1[6][33] = -1.6461608084071;
   fWeightMatrix0to1[7][33] = 2.72583877705728;
   fWeightMatrix0to1[8][33] = -1.24427164580119;
   fWeightMatrix0to1[9][33] = -0.43658964481853;
   fWeightMatrix0to1[10][33] = -1.08877579749579;
   fWeightMatrix0to1[11][33] = -1.17716738239014;
   fWeightMatrix0to1[12][33] = 1.72545997444093;
   fWeightMatrix0to1[13][33] = -5.27258299934368;
   fWeightMatrix0to1[14][33] = -0.268834365388768;
   fWeightMatrix0to1[15][33] = -2.82313596346011;
   fWeightMatrix0to1[16][33] = 2.24154069969999;
   fWeightMatrix0to1[17][33] = -0.688317354616597;
   fWeightMatrix0to1[18][33] = 0.881614406482121;
   fWeightMatrix0to1[19][33] = 1.92568171396215;
   fWeightMatrix0to1[20][33] = 0.557298197507538;
   fWeightMatrix0to1[21][33] = 0.376988752621851;
   fWeightMatrix0to1[22][33] = 2.13796460717136;
   fWeightMatrix0to1[23][33] = 0.347272699495406;
   fWeightMatrix0to1[24][33] = 1.64755739126901;
   fWeightMatrix0to1[25][33] = 1.24468990048646;
   fWeightMatrix0to1[26][33] = 0.287080618979539;
   fWeightMatrix0to1[27][33] = 3.39228784082582;
   fWeightMatrix0to1[28][33] = 0.591490452229846;
   fWeightMatrix0to1[29][33] = 0.93446948234105;
   fWeightMatrix0to1[30][33] = -1.30450381563704;
   fWeightMatrix0to1[31][33] = -2.55133348795341;
   fWeightMatrix0to1[32][33] = -4.95039995621803;
   fWeightMatrix0to1[33][33] = -1.1273789300003;
   fWeightMatrix0to1[34][33] = -1.64766460249559;
   fWeightMatrix0to1[35][33] = -1.18961284509062;
   fWeightMatrix0to1[36][33] = -2.22369184090963;
   fWeightMatrix0to1[37][33] = -0.629554365632399;
   fWeightMatrix0to1[38][33] = 0.838678918576572;
   fWeightMatrix0to1[39][33] = -1.75633584340607;
   fWeightMatrix0to1[40][33] = -1.25678024807429;
   fWeightMatrix0to1[41][33] = -2.46491650989439;
   fWeightMatrix0to1[42][33] = -0.810395186705018;
   fWeightMatrix0to1[43][33] = -2.56714914639047;
   fWeightMatrix0to1[44][33] = -3.59299675197677;
   fWeightMatrix0to1[0][34] = -1.52907191464799;
   fWeightMatrix0to1[1][34] = -1.3573203572836;
   fWeightMatrix0to1[2][34] = 1.06436520653921;
   fWeightMatrix0to1[3][34] = -1.77889733901315;
   fWeightMatrix0to1[4][34] = -2.82698935873025;
   fWeightMatrix0to1[5][34] = 1.30589890397896;
   fWeightMatrix0to1[6][34] = 0.275997362845517;
   fWeightMatrix0to1[7][34] = -2.26525101191118;
   fWeightMatrix0to1[8][34] = -0.664985896974426;
   fWeightMatrix0to1[9][34] = 0.43148324395179;
   fWeightMatrix0to1[10][34] = 0.940152810666565;
   fWeightMatrix0to1[11][34] = 1.24703798857756;
   fWeightMatrix0to1[12][34] = 0.521667069079134;
   fWeightMatrix0to1[13][34] = -8.10043423424732;
   fWeightMatrix0to1[14][34] = 0.372280686410752;
   fWeightMatrix0to1[15][34] = 2.22936435514553;
   fWeightMatrix0to1[16][34] = -1.37333318674427;
   fWeightMatrix0to1[17][34] = 0.260154461240413;
   fWeightMatrix0to1[18][34] = 0.443063355449751;
   fWeightMatrix0to1[19][34] = -1.12446084198685;
   fWeightMatrix0to1[20][34] = -1.78057461170776;
   fWeightMatrix0to1[21][34] = -4.49072121453776;
   fWeightMatrix0to1[22][34] = -2.11191874083913;
   fWeightMatrix0to1[23][34] = -2.28284438741564;
   fWeightMatrix0to1[24][34] = -1.33213220620078;
   fWeightMatrix0to1[25][34] = 1.76404489993149;
   fWeightMatrix0to1[26][34] = -0.751115117043397;
   fWeightMatrix0to1[27][34] = 3.67657811457236;
   fWeightMatrix0to1[28][34] = -0.571164901617414;
   fWeightMatrix0to1[29][34] = 1.87451403913645;
   fWeightMatrix0to1[30][34] = -0.766967730428966;
   fWeightMatrix0to1[31][34] = 3.21789279859299;
   fWeightMatrix0to1[32][34] = 0.502180348219113;
   fWeightMatrix0to1[33][34] = 1.2922782865618;
   fWeightMatrix0to1[34][34] = -1.40084307484341;
   fWeightMatrix0to1[35][34] = -1.34706757196091;
   fWeightMatrix0to1[36][34] = 1.63105562935985;
   fWeightMatrix0to1[37][34] = 0.474957022036114;
   fWeightMatrix0to1[38][34] = -0.0122785676323677;
   fWeightMatrix0to1[39][34] = 1.37174092959603;
   fWeightMatrix0to1[40][34] = -0.509130806733953;
   fWeightMatrix0to1[41][34] = 1.54008232773951;
   fWeightMatrix0to1[42][34] = 0.62766505164495;
   fWeightMatrix0to1[43][34] = -0.629388870527474;
   fWeightMatrix0to1[44][34] = 1.62971454254283;
   fWeightMatrix0to1[0][35] = 0.891374459523897;
   fWeightMatrix0to1[1][35] = -0.0611346386626005;
   fWeightMatrix0to1[2][35] = -0.240587529318731;
   fWeightMatrix0to1[3][35] = 1.48854990788412;
   fWeightMatrix0to1[4][35] = -0.269477270007152;
   fWeightMatrix0to1[5][35] = 0.27239440533823;
   fWeightMatrix0to1[6][35] = -2.63555159074761;
   fWeightMatrix0to1[7][35] = -0.483731507481023;
   fWeightMatrix0to1[8][35] = 0.381324470956376;
   fWeightMatrix0to1[9][35] = -0.558146181541592;
   fWeightMatrix0to1[10][35] = -0.270322504103862;
   fWeightMatrix0to1[11][35] = -0.13849729249319;
   fWeightMatrix0to1[12][35] = -2.23368524780992;
   fWeightMatrix0to1[13][35] = -0.865549871553783;
   fWeightMatrix0to1[14][35] = 0.230106880485961;
   fWeightMatrix0to1[15][35] = 0.544767649595591;
   fWeightMatrix0to1[16][35] = -0.470214038148124;
   fWeightMatrix0to1[17][35] = -1.35163772050885;
   fWeightMatrix0to1[18][35] = -0.880649355285719;
   fWeightMatrix0to1[19][35] = 0.317004073706987;
   fWeightMatrix0to1[20][35] = 0.336569613152869;
   fWeightMatrix0to1[21][35] = -1.09599807342505;
   fWeightMatrix0to1[22][35] = -1.85457142481339;
   fWeightMatrix0to1[23][35] = 1.47564112580437;
   fWeightMatrix0to1[24][35] = -0.868864817915573;
   fWeightMatrix0to1[25][35] = 0.534704253524608;
   fWeightMatrix0to1[26][35] = 1.67357114594376;
   fWeightMatrix0to1[27][35] = -1.0268598722197;
   fWeightMatrix0to1[28][35] = 0.325510426053443;
   fWeightMatrix0to1[29][35] = -0.0793808096806049;
   fWeightMatrix0to1[30][35] = -1.6773592641235;
   fWeightMatrix0to1[31][35] = 2.14393343736323;
   fWeightMatrix0to1[32][35] = -0.993001759472132;
   fWeightMatrix0to1[33][35] = -0.117061130678853;
   fWeightMatrix0to1[34][35] = 0.960442145851362;
   fWeightMatrix0to1[35][35] = 1.34474350182519;
   fWeightMatrix0to1[36][35] = -0.727917771660255;
   fWeightMatrix0to1[37][35] = -2.37438843438658;
   fWeightMatrix0to1[38][35] = -0.816375287477978;
   fWeightMatrix0to1[39][35] = 0.327684699908428;
   fWeightMatrix0to1[40][35] = 1.40572630706559;
   fWeightMatrix0to1[41][35] = 0.361001620412912;
   fWeightMatrix0to1[42][35] = -0.407433594528453;
   fWeightMatrix0to1[43][35] = -2.28458154022696;
   fWeightMatrix0to1[44][35] = -0.247164603042016;
   fWeightMatrix0to1[0][36] = -0.866408471914348;
   fWeightMatrix0to1[1][36] = -0.0861075936205593;
   fWeightMatrix0to1[2][36] = -0.130175957924551;
   fWeightMatrix0to1[3][36] = 0.043411037748792;
   fWeightMatrix0to1[4][36] = 0.419042082697256;
   fWeightMatrix0to1[5][36] = -0.286433177737671;
   fWeightMatrix0to1[6][36] = -1.23093977964859;
   fWeightMatrix0to1[7][36] = 0.280481564137716;
   fWeightMatrix0to1[8][36] = 1.12899998320972;
   fWeightMatrix0to1[9][36] = 1.13571738767104;
   fWeightMatrix0to1[10][36] = 0.204542396108957;
   fWeightMatrix0to1[11][36] = 0.659536167031789;
   fWeightMatrix0to1[12][36] = -1.1201724958016;
   fWeightMatrix0to1[13][36] = 0.863374326795199;
   fWeightMatrix0to1[14][36] = -0.233493224788345;
   fWeightMatrix0to1[15][36] = -0.373700991895991;
   fWeightMatrix0to1[16][36] = 0.145326203754963;
   fWeightMatrix0to1[17][36] = -1.9578546933299;
   fWeightMatrix0to1[18][36] = 1.45531032472449;
   fWeightMatrix0to1[19][36] = -0.113811716325568;
   fWeightMatrix0to1[20][36] = -0.332873332490416;
   fWeightMatrix0to1[21][36] = -0.0743571631077971;
   fWeightMatrix0to1[22][36] = -1.06850195156106;
   fWeightMatrix0to1[23][36] = -1.77000203795502;
   fWeightMatrix0to1[24][36] = 0.897059132163383;
   fWeightMatrix0to1[25][36] = -1.10976450415394;
   fWeightMatrix0to1[26][36] = -0.663599457389207;
   fWeightMatrix0to1[27][36] = 0.586521893722606;
   fWeightMatrix0to1[28][36] = -1.71326253057742;
   fWeightMatrix0to1[29][36] = -0.287328507684723;
   fWeightMatrix0to1[30][36] = -1.15512493032123;
   fWeightMatrix0to1[31][36] = -0.832250607744894;
   fWeightMatrix0to1[32][36] = -1.69276438653714;
   fWeightMatrix0to1[33][36] = 0.590589772823611;
   fWeightMatrix0to1[34][36] = -1.11634637677926;
   fWeightMatrix0to1[35][36] = -1.40423580236499;
   fWeightMatrix0to1[36][36] = -0.178912651358149;
   fWeightMatrix0to1[37][36] = -3.04347788561224;
   fWeightMatrix0to1[38][36] = 0.288355053002685;
   fWeightMatrix0to1[39][36] = -0.268168806196891;
   fWeightMatrix0to1[40][36] = 0.110003065344922;
   fWeightMatrix0to1[41][36] = -0.37862624594193;
   fWeightMatrix0to1[42][36] = 0.702508988451497;
   fWeightMatrix0to1[43][36] = -2.57637026579344;
   fWeightMatrix0to1[44][36] = 0.283700702075173;
   fWeightMatrix0to1[0][37] = 0.358893732720659;
   fWeightMatrix0to1[1][37] = -3.72560697965255;
   fWeightMatrix0to1[2][37] = 1.28710124491996;
   fWeightMatrix0to1[3][37] = -0.17947856917267;
   fWeightMatrix0to1[4][37] = -6.07941217612117;
   fWeightMatrix0to1[5][37] = -0.0532629539227756;
   fWeightMatrix0to1[6][37] = 2.18495422007238;
   fWeightMatrix0to1[7][37] = -12.0696382150565;
   fWeightMatrix0to1[8][37] = 3.25740034363974;
   fWeightMatrix0to1[9][37] = -0.139673527398917;
   fWeightMatrix0to1[10][37] = -0.878833455410003;
   fWeightMatrix0to1[11][37] = -1.31529662349157;
   fWeightMatrix0to1[12][37] = -0.518311323579526;
   fWeightMatrix0to1[13][37] = -1.36885449973184;
   fWeightMatrix0to1[14][37] = 0.392317065899928;
   fWeightMatrix0to1[15][37] = -1.91938809339327;
   fWeightMatrix0to1[16][37] = 3.25009748447834;
   fWeightMatrix0to1[17][37] = -8.06158413105626;
   fWeightMatrix0to1[18][37] = 0.092553082397726;
   fWeightMatrix0to1[19][37] = -0.928690437318167;
   fWeightMatrix0to1[20][37] = 1.37082160724071;
   fWeightMatrix0to1[21][37] = -3.87102393799716;
   fWeightMatrix0to1[22][37] = 2.91992892134871;
   fWeightMatrix0to1[23][37] = 2.38940806490746;
   fWeightMatrix0to1[24][37] = 2.97956293874013;
   fWeightMatrix0to1[25][37] = -1.3156152243404;
   fWeightMatrix0to1[26][37] = -0.296575082691026;
   fWeightMatrix0to1[27][37] = -2.41732816952016;
   fWeightMatrix0to1[28][37] = -2.22963031901411;
   fWeightMatrix0to1[29][37] = -1.9998286892267;
   fWeightMatrix0to1[30][37] = -0.319574617137301;
   fWeightMatrix0to1[31][37] = -4.97392912894499;
   fWeightMatrix0to1[32][37] = -1.05418510171518;
   fWeightMatrix0to1[33][37] = 4.18494443711281;
   fWeightMatrix0to1[34][37] = -3.47874515695476;
   fWeightMatrix0to1[35][37] = 0.959412645284807;
   fWeightMatrix0to1[36][37] = 0.83404312818962;
   fWeightMatrix0to1[37][37] = -3.7427988084684;
   fWeightMatrix0to1[38][37] = -0.0464008569254717;
   fWeightMatrix0to1[39][37] = -0.825090514242284;
   fWeightMatrix0to1[40][37] = 0.818316744554165;
   fWeightMatrix0to1[41][37] = -4.49125340312575;
   fWeightMatrix0to1[42][37] = -3.71134413086108;
   fWeightMatrix0to1[43][37] = -5.69619438508107;
   fWeightMatrix0to1[44][37] = -0.375967581044025;
   fWeightMatrix0to1[0][38] = 1.68976392067218;
   fWeightMatrix0to1[1][38] = -0.829126346548375;
   fWeightMatrix0to1[2][38] = 2.05078443318754;
   fWeightMatrix0to1[3][38] = -0.261969327534954;
   fWeightMatrix0to1[4][38] = -2.64817759618529;
   fWeightMatrix0to1[5][38] = 13.6636889125561;
   fWeightMatrix0to1[6][38] = -1.51327519996707;
   fWeightMatrix0to1[7][38] = 0.371720880684775;
   fWeightMatrix0to1[8][38] = 0.762858253609216;
   fWeightMatrix0to1[9][38] = 0.589203624289754;
   fWeightMatrix0to1[10][38] = -1.00061491463983;
   fWeightMatrix0to1[11][38] = -0.243241117656703;
   fWeightMatrix0to1[12][38] = -0.167825829507446;
   fWeightMatrix0to1[13][38] = -4.02888028452235;
   fWeightMatrix0to1[14][38] = 0.0535112643969778;
   fWeightMatrix0to1[15][38] = 4.36945412901374;
   fWeightMatrix0to1[16][38] = 1.64222519418291;
   fWeightMatrix0to1[17][38] = -3.52066934156074;
   fWeightMatrix0to1[18][38] = 0.657511215539245;
   fWeightMatrix0to1[19][38] = 0.271385809835139;
   fWeightMatrix0to1[20][38] = 1.07277760727791;
   fWeightMatrix0to1[21][38] = -3.13102443828126;
   fWeightMatrix0to1[22][38] = 1.25463913767142;
   fWeightMatrix0to1[23][38] = 0.426487834998774;
   fWeightMatrix0to1[24][38] = 9.71934125553897;
   fWeightMatrix0to1[25][38] = -0.885629462564987;
   fWeightMatrix0to1[26][38] = -1.40090426348658;
   fWeightMatrix0to1[27][38] = 1.72023825645792;
   fWeightMatrix0to1[28][38] = 1.98039137292645;
   fWeightMatrix0to1[29][38] = -1.51350058809085;
   fWeightMatrix0to1[30][38] = -1.37509308002018;
   fWeightMatrix0to1[31][38] = -3.41952732646407;
   fWeightMatrix0to1[32][38] = -0.738997686418942;
   fWeightMatrix0to1[33][38] = 1.23588305483952;
   fWeightMatrix0to1[34][38] = -1.13998110938605;
   fWeightMatrix0to1[35][38] = 0.882894519218962;
   fWeightMatrix0to1[36][38] = -1.87068627859988;
   fWeightMatrix0to1[37][38] = -3.35781891718202;
   fWeightMatrix0to1[38][38] = 0.30284415052656;
   fWeightMatrix0to1[39][38] = -2.87737196647818;
   fWeightMatrix0to1[40][38] = -2.12707240400558;
   fWeightMatrix0to1[41][38] = 0.0577768517348885;
   fWeightMatrix0to1[42][38] = 2.34784268793774;
   fWeightMatrix0to1[43][38] = -0.0165463958340008;
   fWeightMatrix0to1[44][38] = -0.500071243358554;
   // weight matrix from layer 1 to 2
   fWeightMatrix1to2[0][0] = -0.404646354058685;
   fWeightMatrix1to2[0][1] = 1.2150105514782;
   fWeightMatrix1to2[0][2] = -0.785120596656539;
   fWeightMatrix1to2[0][3] = 1.13101027511827;
   fWeightMatrix1to2[0][4] = 0.739118928689016;
   fWeightMatrix1to2[0][5] = -1.49146838090599;
   fWeightMatrix1to2[0][6] = -0.333512102119934;
   fWeightMatrix1to2[0][7] = -2.187205685105;
   fWeightMatrix1to2[0][8] = -0.348224294855208;
   fWeightMatrix1to2[0][9] = 1.80365976708828;
   fWeightMatrix1to2[0][10] = 0.602264949875736;
   fWeightMatrix1to2[0][11] = 0.225578718001107;
   fWeightMatrix1to2[0][12] = 0.459078490835166;
   fWeightMatrix1to2[0][13] = 0.775132335837399;
   fWeightMatrix1to2[0][14] = 0.205789984624726;
   fWeightMatrix1to2[0][15] = -1.45840190648379;
   fWeightMatrix1to2[0][16] = -0.291082004239488;
   fWeightMatrix1to2[0][17] = 0.418992429495317;
   fWeightMatrix1to2[0][18] = 0.459818389729696;
   fWeightMatrix1to2[0][19] = -0.49690005345222;
   fWeightMatrix1to2[0][20] = -0.275257080576655;
   fWeightMatrix1to2[0][21] = 0.709216671620588;
   fWeightMatrix1to2[0][22] = -0.306398517962262;
   fWeightMatrix1to2[0][23] = -0.40920115147333;
   fWeightMatrix1to2[0][24] = -1.05308376930563;
   fWeightMatrix1to2[0][25] = 0.825157544071938;
   fWeightMatrix1to2[0][26] = -5.23230302762555;
   fWeightMatrix1to2[0][27] = -0.5109341556197;
   fWeightMatrix1to2[0][28] = 0.618456693567145;
   fWeightMatrix1to2[0][29] = 0.282850644714292;
   fWeightMatrix1to2[0][30] = -0.496068909377727;
   fWeightMatrix1to2[0][31] = 0.588969855557264;
   fWeightMatrix1to2[0][32] = -0.325741722569325;
   fWeightMatrix1to2[0][33] = 0.62239158580006;
   fWeightMatrix1to2[0][34] = 0.614644799507705;
   fWeightMatrix1to2[0][35] = 0.0649371077697685;
   fWeightMatrix1to2[0][36] = 0.520646934608459;
   fWeightMatrix1to2[0][37] = 0.518779836444281;
   fWeightMatrix1to2[0][38] = -0.361568435731027;
   fWeightMatrix1to2[0][39] = -3.6647233670838;
   fWeightMatrix1to2[0][40] = 3.00400798433076;
   fWeightMatrix1to2[0][41] = 0.893798379805614;
   fWeightMatrix1to2[0][42] = -1.64697904619106;
   fWeightMatrix1to2[0][43] = 0.619263716141354;
   fWeightMatrix1to2[0][44] = -0.357036069600244;
   fWeightMatrix1to2[0][45] = -3.18382507749433;
}

inline double ReadProton_Long_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 ReadProton_Long_TMVA::ActivationFnc(double x) const {
   // hyperbolic tan
   return tanh(x);
}
double ReadProton_Long_TMVA::OutputActivationFnc(double x) const {
   // sigmoid
   return 1.0/(1.0+exp(-x));
}
   
// Clean up
inline void ReadProton_Long_TMVA::Clear() 
{
   // nothing to clear
}
   inline double ReadProton_Long_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;
            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 ReadProton_Long_TMVA::InitTransform_1()
{
   // Normalization transformation, initialisation
   fMin_1[0][0] = 1159.58996582;
   fMax_1[0][0] = 4943377;
   fMin_1[1][0] = 1212.18005371;
   fMax_1[1][0] = 525295.1875;
   fMin_1[2][0] = 1159.58996582;
   fMax_1[2][0] = 4943377;
   fMin_1[0][1] = 1.29624128342;
   fMax_1[0][1] = 634796.25;
   fMin_1[1][1] = 23.1135730743;
   fMax_1[1][1] = 21947.2207031;
   fMin_1[2][1] = 1.29624128342;
   fMax_1[2][1] = 634796.25;
   fMin_1[0][2] = 0.148644536734;
   fMax_1[0][2] = 2.99998402596;
   fMin_1[1][2] = 0.238591432571;
   fMax_1[1][2] = 2.99629330635;
   fMin_1[2][2] = 0.148644536734;
   fMax_1[2][2] = 2.99998402596;
   fMin_1[0][3] = 7;
   fMax_1[0][3] = 53;
   fMin_1[1][3] = 9;
   fMax_1[1][3] = 50;
   fMin_1[2][3] = 7;
   fMax_1[2][3] = 53;
   fMin_1[0][4] = -99.9788513184;
   fMax_1[0][4] = -0.175433561206;
   fMin_1[1][4] = -75.6516418457;
   fMax_1[1][4] = -0.597930312157;
   fMin_1[2][4] = -99.9788513184;
   fMax_1[2][4] = -0.175433561206;
   fMin_1[0][5] = -999;
   fMax_1[0][5] = 1;
   fMin_1[1][5] = -999;
   fMax_1[1][5] = 0.999286353588;
   fMin_1[2][5] = -999;
   fMax_1[2][5] = 1;
   fMin_1[0][6] = 0.0225977953523;
   fMax_1[0][6] = 108.616737366;
   fMin_1[1][6] = 0.0482650101185;
   fMax_1[1][6] = 76.0273590088;
   fMin_1[2][6] = 0.0225977953523;
   fMax_1[2][6] = 108.616737366;
   fMin_1[0][7] = -999;
   fMax_1[0][7] = 4999.86230469;
   fMin_1[1][7] = -999;
   fMax_1[1][7] = 4999.37109375;
   fMin_1[2][7] = -999;
   fMax_1[2][7] = 4999.86230469;
   fMin_1[0][8] = 7.11076427251e-05;
   fMax_1[0][8] = 75.7846984863;
   fMin_1[1][8] = 0.000287206174107;
   fMax_1[1][8] = 103.772224426;
   fMin_1[2][8] = 7.11076427251e-05;
   fMax_1[2][8] = 103.772224426;
   fMin_1[0][9] = 1;
   fMax_1[0][9] = 25;
   fMin_1[1][9] = 1;
   fMax_1[1][9] = 24;
   fMin_1[2][9] = 1;
   fMax_1[2][9] = 25;
   fMin_1[0][10] = 0.000427323015174;
   fMax_1[0][10] = 90.3509063721;
   fMin_1[1][10] = 0.0106382137164;
   fMax_1[1][10] = 83.0422058105;
   fMin_1[2][10] = 0.000427323015174;
   fMax_1[2][10] = 90.3509063721;
   fMin_1[0][11] = 1;
   fMax_1[0][11] = 29;
   fMin_1[1][11] = 1;
   fMax_1[1][11] = 27;
   fMin_1[2][11] = 1;
   fMax_1[2][11] = 29;
   fMin_1[0][12] = 0;
   fMax_1[0][12] = 1;
   fMin_1[1][12] = 0;
   fMax_1[1][12] = 1;
   fMin_1[2][12] = 0;
   fMax_1[2][12] = 1;
   fMin_1[0][13] = 0;
   fMax_1[0][13] = 1;
   fMin_1[1][13] = 0;
   fMax_1[1][13] = 1;
   fMin_1[2][13] = 0;
   fMax_1[2][13] = 1;
   fMin_1[0][14] = 0;
   fMax_1[0][14] = 1;
   fMin_1[1][14] = 0;
   fMax_1[1][14] = 1;
   fMin_1[2][14] = 0;
   fMax_1[2][14] = 1;
   fMin_1[0][15] = 0;
   fMax_1[0][15] = 1;
   fMin_1[1][15] = 0;
   fMax_1[1][15] = 1;
   fMin_1[2][15] = 0;
   fMax_1[2][15] = 1;
   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] = 0;
   fMax_1[0][17] = 1;
   fMin_1[1][17] = 0;
   fMax_1[1][17] = 1;
   fMin_1[2][17] = 0;
   fMax_1[2][17] = 1;
   fMin_1[0][18] = -999;
   fMax_1[0][18] = 111.730102539;
   fMin_1[1][18] = -999;
   fMax_1[1][18] = 41.8712005615;
   fMin_1[2][18] = -999;
   fMax_1[2][18] = 111.730102539;
   fMin_1[0][19] = -999;
   fMax_1[0][19] = 76.87840271;
   fMin_1[1][19] = -999;
   fMax_1[1][19] = 36.7845001221;
   fMin_1[2][19] = -999;
   fMax_1[2][19] = 76.87840271;
   fMin_1[0][20] = -999;
   fMax_1[0][20] = 101.990898132;
   fMin_1[1][20] = -999;
   fMax_1[1][20] = 53.9987983704;
   fMin_1[2][20] = -999;
   fMax_1[2][20] = 101.990898132;
   fMin_1[0][21] = -999;
   fMax_1[0][21] = 58.5022010803;
   fMin_1[1][21] = -999;
   fMax_1[1][21] = 94.9334030151;
   fMin_1[2][21] = -999;
   fMax_1[2][21] = 94.9334030151;
   fMin_1[0][22] = -999;
   fMax_1[0][22] = 64.6279983521;
   fMin_1[1][22] = -999;
   fMax_1[1][22] = 63.7510986328;
   fMin_1[2][22] = -999;
   fMax_1[2][22] = 64.6279983521;
   fMin_1[0][23] = -999;
   fMax_1[0][23] = 0.0234999991953;
   fMin_1[1][23] = -999;
   fMax_1[1][23] = 0.0200999993831;
   fMin_1[2][23] = -999;
   fMax_1[2][23] = 0.0234999991953;
   fMin_1[0][24] = -999;
   fMax_1[0][24] = 0;
   fMin_1[1][24] = -999;
   fMax_1[1][24] = 0;
   fMin_1[2][24] = -999;
   fMax_1[2][24] = 0;
   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] = 0;
   fMax_1[0][26] = 74;
   fMin_1[1][26] = 0;
   fMax_1[1][26] = 40;
   fMin_1[2][26] = 0;
   fMax_1[2][26] = 74;
   fMin_1[0][27] = 0;
   fMax_1[0][27] = 1;
   fMin_1[1][27] = 0;
   fMax_1[1][27] = 1;
   fMin_1[2][27] = 0;
   fMax_1[2][27] = 1;
   fMin_1[0][28] = 0;
   fMax_1[0][28] = 1;
   fMin_1[1][28] = 0;
   fMax_1[1][28] = 1;
   fMin_1[2][28] = 0;
   fMax_1[2][28] = 1;
   fMin_1[0][29] = -999;
   fMax_1[0][29] = 4.34127378464;
   fMin_1[1][29] = -999;
   fMax_1[1][29] = 4.04088783264;
   fMin_1[2][29] = -999;
   fMax_1[2][29] = 4.34127378464;
   fMin_1[0][30] = -999;
   fMax_1[0][30] = 2.15297603607;
   fMin_1[1][30] = -999;
   fMax_1[1][30] = 2.15297603607;
   fMin_1[2][30] = -999;
   fMax_1[2][30] = 2.15297603607;
   fMin_1[0][31] = -999;
   fMax_1[0][31] = 3.12796974182;
   fMin_1[1][31] = -999;
   fMax_1[1][31] = 2.38102626801;
   fMin_1[2][31] = -999;
   fMax_1[2][31] = 3.12796974182;
   fMin_1[0][32] = -999;
   fMax_1[0][32] = 2.87338900566;
   fMin_1[1][32] = -999;
   fMax_1[1][32] = 2.87338900566;
   fMin_1[2][32] = -999;
   fMax_1[2][32] = 2.87338900566;
   fMin_1[0][33] = -999;
   fMax_1[0][33] = 280.579986572;
   fMin_1[1][33] = -999;
   fMax_1[1][33] = 280.579986572;
   fMin_1[2][33] = -999;
   fMax_1[2][33] = 280.579986572;
   fMin_1[0][34] = -999;
   fMax_1[0][34] = 3.46313500404;
   fMin_1[1][34] = -999;
   fMax_1[1][34] = 3.33600306511;
   fMin_1[2][34] = -999;
   fMax_1[2][34] = 3.46313500404;
   fMin_1[0][35] = 0;
   fMax_1[0][35] = 1;
   fMin_1[1][35] = 0;
   fMax_1[1][35] = 1;
   fMin_1[2][35] = 0;
   fMax_1[2][35] = 1;
   fMin_1[0][36] = -999;
   fMax_1[0][36] = 4.79148387909;
   fMin_1[1][36] = -999;
   fMax_1[1][36] = 4.49353694916;
   fMin_1[2][36] = -999;
   fMax_1[2][36] = 4.79148387909;
   fMin_1[0][37] = 0.471910119057;
   fMax_1[0][37] = 4.62359571457;
   fMin_1[1][37] = 0.622659146786;
   fMax_1[1][37] = 2.1278090477;
   fMin_1[2][37] = 0.471910119057;
   fMax_1[2][37] = 4.62359571457;
}

//_______________________________________________________________________
inline void ReadProton_Long_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 = 38;

   // get indices of used variables

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

   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);
   indicesGet.push_back( 29);
   indicesGet.push_back( 30);
   indicesGet.push_back( 31);
   indicesGet.push_back( 32);
   indicesGet.push_back( 33);
   indicesGet.push_back( 34);
   indicesGet.push_back( 35);
   indicesGet.push_back( 36);
   indicesGet.push_back( 37);
   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);
   indicesPut.push_back( 29);
   indicesPut.push_back( 30);
   indicesPut.push_back( 31);
   indicesPut.push_back( 32);
   indicesPut.push_back( 33);
   indicesPut.push_back( 34);
   indicesPut.push_back( 35);
   indicesPut.push_back( 36);
   indicesPut.push_back( 37);

   std::vector<double> dv(nVar);
   for (int ivar=0; ivar<nVar; ivar++) dv[ivar] = iv[indicesGet.at(ivar)];
   for (int ivar=0;ivar<38;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 ReadProton_Long_TMVA::InitTransform()
{
   InitTransform_1();
}

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