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

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

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

Method         : MLP::Ghost_Upstream_TMVA
TMVA Release   : 4.2.1         [262657]
ROOT Release   : 6.12/06       [396294]
Creator        : jonesc
Date           : Sat Jun  9 05:15:37 2018
Host           : Linux lcgapp-slc6-x86-64-2.cern.ch 2.6.32-696.18.7.el6.x86_64 #1 SMP Thu Jan 4 13:27:39 CET 2018 x86_64 x86_64 x86_64 GNU/Linux
Dir            : /var/pcfst/r01/lhcb/jonesc/ANNPID/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac1.0/PrAccF1.0/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Ghost/Upstream
Training events: 2400000
Analysis type  : [Classification]


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

# Set by User:
NCycles: "750" [Number of training cycles]
HiddenLayers: "30,30" [Specification of hidden layer architecture]
NeuronType: "tanh" [Neuron activation function type]
EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood]
V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)]
VarTransform: "Norm" [List of variable transformations performed before training, e.g., "D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is assumed)"]
H: "True" [Print method-specific help message]
TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)]
EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)]
ConvergenceImprove: "1.000000e-16" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)]
ConvergenceTests: "15" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)]
UseRegulator: "False" [Use regulator to avoid over-training]
# Default:
RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')]
NeuronInputType: "sum" [Neuron input function type]
VerbosityLevel: "Verbose" [Verbosity level]
CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)]
IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)]
LearningRate: "2.000000e-02" [ANN learning rate parameter]
DecayRate: "1.000000e-02" [Decay rate for learning parameter]
TestRate: "10" [Test for overtraining performed at each #th epochs]
Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch]
SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training]
SamplingImportance: "1.000000e+00" [ The sampling weights of events in epochs which successful (worse estimator than before) are multiplied with SamplingImportance, else they are divided.]
SamplingTraining: "True" [The training sample is sampled]
SamplingTesting: "False" [The testing sample is sampled]
ResetStep: "50" [How often BFGS should reset history]
Tau: "3.000000e+00" [LineSearch "size step"]
BPMode: "sequential" [Back-propagation learning mode: sequential or batch]
BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events]
UpdateLimit: "10000" [Maximum times of regulator update]
CalculateErrors: "False" [Calculates inverse Hessian matrix at the end of the training to be able to calculate the uncertainties of an MVA value]
WeightRange: "1.000000e+00" [Take the events for the estimator calculations from small deviations from the desired value to large deviations only over the weight range]
##


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

NVar 19
TrackP                        TrackP                        TrackP                        TrackP                                                          'F'    [280.019989014,4991124]
TrackPt                       TrackPt                       TrackPt                       TrackPt                                                         'F'    [16.7983722687,939613.1875]
TrackChi2PerDof               TrackChi2PerDof               TrackChi2PerDof               TrackChi2PerDof                                                 'F'    [2.30470209317e-06,2.99997282028]
TrackNumDof                   TrackNumDof                   TrackNumDof                   TrackNumDof                                                     'I'    [2,43]
TrackGhostProbability         TrackGhostProbability         TrackGhostProbability         TrackGhostProbability                                           'F'    [0.000735282897949,0.999996840954]
TrackFitVeloChi2              TrackFitVeloChi2              TrackFitVeloChi2              TrackFitVeloChi2                                                'F'    [8.07177519269e-11,104.966392517]
TrackFitVeloNDoF              TrackFitVeloNDoF              TrackFitVeloNDoF              TrackFitVeloNDoF                                                'I'    [-1,39]
RichUsedR1Gas                 RichUsedR1Gas                 RichUsedR1Gas                 RichUsedR1Gas                                                   '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'    [-999,96.4469985962]
RichDLLmu                     RichDLLmu                     RichDLLmu                     RichDLLmu                                                       'F'    [-999,73.0131988525]
RichDLLk                      RichDLLk                      RichDLLk                      RichDLLk                                                        'F'    [-999,90.6621017456]
RichDLLp                      RichDLLp                      RichDLLp                      RichDLLp                                                        'F'    [-999,71.2873001099]
RichDLLd                      RichDLLd                      RichDLLd                      RichDLLd                                                        'F'    [-999,82.0015029907]
RichDLLbt                     RichDLLbt                     RichDLLbt                     RichDLLbt                                                       'F'    [-999,45.6291007996]
InAccBrem                     InAccBrem                     InAccBrem                     InAccBrem                                                       'I'    [0,1]
BremPIDe                      BremPIDe                      BremPIDe                      BremPIDe                                                        'F'    [-999,4.79148387909]
NSpec 0


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

#include <array>
#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 ReadGhost_Upstream_TMVA : public IClassifierReader {

 public:

   // constructor
   ReadGhost_Upstream_TMVA( std::vector<std::string>& theInputVars ) 
      : IClassifierReader(),
        fClassName( "ReadGhost_Upstream_TMVA" ),
        fNvars( 19 ),
        fIsNormalised( false )
   {      
      // the training input variables
      const char* inputVars[] = { "TrackP", "TrackPt", "TrackChi2PerDof", "TrackNumDof", "TrackGhostProbability", "TrackFitVeloChi2", "TrackFitVeloNDoF", "RichUsedR1Gas", "RichAbovePiThres", "RichAboveKaThres", "RichAbovePrThres", "RichDLLe", "RichDLLmu", "RichDLLk", "RichDLLp", "RichDLLd", "RichDLLbt", "InAccBrem", "BremPIDe" };

      // 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] = 0.99999988079071;
      fVmin[4] = -1;
      fVmax[4] = 1;
      fVmin[5] = -1;
      fVmax[5] = 1;
      fVmin[6] = -1;
      fVmax[6] = 1;
      fVmin[7] = -1;
      fVmax[7] = 1;
      fVmin[8] = -1;
      fVmax[8] = 1;
      fVmin[9] = -1;
      fVmax[9] = 1;
      fVmin[10] = -1;
      fVmax[10] = 1;
      fVmin[11] = -1;
      fVmax[11] = 1;
      fVmin[12] = -1;
      fVmax[12] = 1;
      fVmin[13] = -1;
      fVmax[13] = 1;
      fVmin[14] = -1;
      fVmax[14] = 1;
      fVmin[15] = -1;
      fVmax[15] = 1;
      fVmin[16] = -1;
      fVmax[16] = 1;
      fVmin[17] = -1;
      fVmax[17] = 1;
      fVmin[18] = -1;
      fVmax[18] = 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] = 'I';
      fType[7] = 'I';
      fType[8] = 'I';
      fType[9] = 'I';
      fType[10] = 'I';
      fType[11] = 'F';
      fType[12] = 'F';
      fType[13] = 'F';
      fType[14] = 'F';
      fType[15] = 'F';
      fType[16] = 'F';
      fType[17] = 'I';
      fType[18] = 'F';

      // initialize constants
      Initialize();

      // initialize transformation
      InitTransform();
   }

   // destructor
   virtual ~ReadGhost_Upstream_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][19];
   double fMax_1[3][19];
   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[19];
   double fVmax[19];
   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[19];

   // 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[4];
   double fWeightMatrix0to1[31][20];   // weight matrix from layer 0 to 1
   double fWeightMatrix1to2[31][31];   // weight matrix from layer 1 to 2
   double fWeightMatrix2to3[1][31];   // weight matrix from layer 2 to 3

};

inline void ReadGhost_Upstream_TMVA::Initialize()
{
   // build network structure
   fLayers = 4;
   fLayerSize[0] = 20;
   fLayerSize[1] = 31;
   fLayerSize[2] = 31;
   fLayerSize[3] = 1;
   // weight matrix from layer 0 to 1
   fWeightMatrix0to1[0][0] = -4.34780400805886;
   fWeightMatrix0to1[1][0] = 12.646178116524;
   fWeightMatrix0to1[2][0] = 2.26605550277256;
   fWeightMatrix0to1[3][0] = 2.59961696397917;
   fWeightMatrix0to1[4][0] = -12.4573114337269;
   fWeightMatrix0to1[5][0] = -5.77173800366313;
   fWeightMatrix0to1[6][0] = -0.444126444975221;
   fWeightMatrix0to1[7][0] = 2.1091337759441;
   fWeightMatrix0to1[8][0] = 0.00785417170634864;
   fWeightMatrix0to1[9][0] = -1.86661295522677;
   fWeightMatrix0to1[10][0] = -4.95976505546773;
   fWeightMatrix0to1[11][0] = -4.56843173179774;
   fWeightMatrix0to1[12][0] = -3.45008930351365;
   fWeightMatrix0to1[13][0] = -32.8450387676524;
   fWeightMatrix0to1[14][0] = -0.632495796654464;
   fWeightMatrix0to1[15][0] = 2.5277709385444;
   fWeightMatrix0to1[16][0] = -5.76317878643263;
   fWeightMatrix0to1[17][0] = 1.15546091939905;
   fWeightMatrix0to1[18][0] = -0.970885302386063;
   fWeightMatrix0to1[19][0] = -2.23230786430946;
   fWeightMatrix0to1[20][0] = 1.10205403443905;
   fWeightMatrix0to1[21][0] = -5.27372941732319;
   fWeightMatrix0to1[22][0] = -0.922648196040744;
   fWeightMatrix0to1[23][0] = 4.39877107160049;
   fWeightMatrix0to1[24][0] = 1.83800228266216;
   fWeightMatrix0to1[25][0] = -5.18573833096644;
   fWeightMatrix0to1[26][0] = 0.340688682591481;
   fWeightMatrix0to1[27][0] = 1.36335500264476;
   fWeightMatrix0to1[28][0] = -3.56253714346117;
   fWeightMatrix0to1[29][0] = 0.683455610304988;
   fWeightMatrix0to1[0][1] = -0.312405523648704;
   fWeightMatrix0to1[1][1] = 1.71259159938379;
   fWeightMatrix0to1[2][1] = 0.0172198242418696;
   fWeightMatrix0to1[3][1] = -1.79022644681164;
   fWeightMatrix0to1[4][1] = 5.77998852475533;
   fWeightMatrix0to1[5][1] = -3.21204616392264;
   fWeightMatrix0to1[6][1] = -1.39144988238677;
   fWeightMatrix0to1[7][1] = 0.842666048159407;
   fWeightMatrix0to1[8][1] = -2.70468060201386;
   fWeightMatrix0to1[9][1] = -3.03205813327514;
   fWeightMatrix0to1[10][1] = 2.04826414916573;
   fWeightMatrix0to1[11][1] = -4.13249911523302;
   fWeightMatrix0to1[12][1] = 3.29712944477037;
   fWeightMatrix0to1[13][1] = 12.8853147822314;
   fWeightMatrix0to1[14][1] = -0.76101635675112;
   fWeightMatrix0to1[15][1] = 0.849636639577429;
   fWeightMatrix0to1[16][1] = 1.52825907593228;
   fWeightMatrix0to1[17][1] = -3.13551123311364;
   fWeightMatrix0to1[18][1] = 1.64578228564076;
   fWeightMatrix0to1[19][1] = 1.88747821711616;
   fWeightMatrix0to1[20][1] = 1.05384698114229;
   fWeightMatrix0to1[21][1] = 1.38550302739662;
   fWeightMatrix0to1[22][1] = -2.93960390159393;
   fWeightMatrix0to1[23][1] = 3.42308649398413;
   fWeightMatrix0to1[24][1] = -0.579184659297343;
   fWeightMatrix0to1[25][1] = -0.174904661514479;
   fWeightMatrix0to1[26][1] = -2.59515943360833;
   fWeightMatrix0to1[27][1] = -1.88889195533996;
   fWeightMatrix0to1[28][1] = 1.59009592188481;
   fWeightMatrix0to1[29][1] = 1.36294396272205;
   fWeightMatrix0to1[0][2] = -0.30013498407941;
   fWeightMatrix0to1[1][2] = 0.351015494921;
   fWeightMatrix0to1[2][2] = 1.23279310657875;
   fWeightMatrix0to1[3][2] = -0.44390750710078;
   fWeightMatrix0to1[4][2] = 0.62124412802163;
   fWeightMatrix0to1[5][2] = -3.08696997314518;
   fWeightMatrix0to1[6][2] = 3.08210489285941;
   fWeightMatrix0to1[7][2] = -2.4284355094512;
   fWeightMatrix0to1[8][2] = -1.48794740469941;
   fWeightMatrix0to1[9][2] = -0.931273358426855;
   fWeightMatrix0to1[10][2] = -0.486755130570953;
   fWeightMatrix0to1[11][2] = -0.870390962063089;
   fWeightMatrix0to1[12][2] = 0.546457368845675;
   fWeightMatrix0to1[13][2] = 0.079825094605062;
   fWeightMatrix0to1[14][2] = 1.34695820130322;
   fWeightMatrix0to1[15][2] = 0.475347575153017;
   fWeightMatrix0to1[16][2] = 0.260001550648337;
   fWeightMatrix0to1[17][2] = -2.18504128206417;
   fWeightMatrix0to1[18][2] = 0.766873062803701;
   fWeightMatrix0to1[19][2] = 0.331095992349211;
   fWeightMatrix0to1[20][2] = 0.327333525728647;
   fWeightMatrix0to1[21][2] = -1.17891660544636;
   fWeightMatrix0to1[22][2] = -0.778420444666867;
   fWeightMatrix0to1[23][2] = 0.910490145288226;
   fWeightMatrix0to1[24][2] = -1.28199120728094;
   fWeightMatrix0to1[25][2] = -0.239724433606982;
   fWeightMatrix0to1[26][2] = -0.215426403205786;
   fWeightMatrix0to1[27][2] = -1.41711285493536;
   fWeightMatrix0to1[28][2] = 0.218815880668419;
   fWeightMatrix0to1[29][2] = 0.850537420929808;
   fWeightMatrix0to1[0][3] = -1.05082048718979;
   fWeightMatrix0to1[1][3] = -0.632759396667645;
   fWeightMatrix0to1[2][3] = -0.068142376642545;
   fWeightMatrix0to1[3][3] = 14.6062822674319;
   fWeightMatrix0to1[4][3] = -6.17106760531821;
   fWeightMatrix0to1[5][3] = -3.13451194477596;
   fWeightMatrix0to1[6][3] = 0.484316850907569;
   fWeightMatrix0to1[7][3] = -1.85933957655582;
   fWeightMatrix0to1[8][3] = -0.843516060472715;
   fWeightMatrix0to1[9][3] = -5.90679291291664;
   fWeightMatrix0to1[10][3] = 13.5905030913093;
   fWeightMatrix0to1[11][3] = 1.34993913574089;
   fWeightMatrix0to1[12][3] = -5.20936579993149;
   fWeightMatrix0to1[13][3] = -2.43371010058896;
   fWeightMatrix0to1[14][3] = -1.16486991806154;
   fWeightMatrix0to1[15][3] = 9.48589198039102;
   fWeightMatrix0to1[16][3] = -0.922225921373412;
   fWeightMatrix0to1[17][3] = -1.99903508872005;
   fWeightMatrix0to1[18][3] = -4.47727459029339;
   fWeightMatrix0to1[19][3] = 6.22863479913602;
   fWeightMatrix0to1[20][3] = 0.844582850214462;
   fWeightMatrix0to1[21][3] = 16.140583366985;
   fWeightMatrix0to1[22][3] = 2.72274503122497;
   fWeightMatrix0to1[23][3] = 0.696576590055935;
   fWeightMatrix0to1[24][3] = -0.202545412257505;
   fWeightMatrix0to1[25][3] = 16.1487753133927;
   fWeightMatrix0to1[26][3] = 3.11524617311952;
   fWeightMatrix0to1[27][3] = -4.74942629218454;
   fWeightMatrix0to1[28][3] = 2.36809869976129;
   fWeightMatrix0to1[29][3] = -0.944972959511116;
   fWeightMatrix0to1[0][4] = -10.5828422435681;
   fWeightMatrix0to1[1][4] = 0.137243470241997;
   fWeightMatrix0to1[2][4] = -9.41468227599165;
   fWeightMatrix0to1[3][4] = 0.534987622285008;
   fWeightMatrix0to1[4][4] = 0.0427428681335607;
   fWeightMatrix0to1[5][4] = 7.85687157060174;
   fWeightMatrix0to1[6][4] = 4.34654830264195;
   fWeightMatrix0to1[7][4] = -0.0101812967566874;
   fWeightMatrix0to1[8][4] = -6.15215162952242;
   fWeightMatrix0to1[9][4] = 2.5340808842777;
   fWeightMatrix0to1[10][4] = 0.00119324191346333;
   fWeightMatrix0to1[11][4] = 0.271673960584415;
   fWeightMatrix0to1[12][4] = -0.0256235853182462;
   fWeightMatrix0to1[13][4] = -0.237887673518987;
   fWeightMatrix0to1[14][4] = 0.0681354694486135;
   fWeightMatrix0to1[15][4] = 1.08380060586574;
   fWeightMatrix0to1[16][4] = 0.388324220684416;
   fWeightMatrix0to1[17][4] = -21.886922023861;
   fWeightMatrix0to1[18][4] = 8.49236256140557;
   fWeightMatrix0to1[19][4] = 7.33107867898718;
   fWeightMatrix0to1[20][4] = 14.8933200212739;
   fWeightMatrix0to1[21][4] = 0.197176580444428;
   fWeightMatrix0to1[22][4] = 2.98343169503733;
   fWeightMatrix0to1[23][4] = -1.64731491644205;
   fWeightMatrix0to1[24][4] = -20.5699464706863;
   fWeightMatrix0to1[25][4] = 0.831241787208876;
   fWeightMatrix0to1[26][4] = 2.85525346851007;
   fWeightMatrix0to1[27][4] = -6.37150617249056;
   fWeightMatrix0to1[28][4] = -3.41193209970156;
   fWeightMatrix0to1[29][4] = -0.590989311703072;
   fWeightMatrix0to1[0][5] = -3.40196014491028;
   fWeightMatrix0to1[1][5] = 0.405247754866406;
   fWeightMatrix0to1[2][5] = -0.780555948121363;
   fWeightMatrix0to1[3][5] = -0.220288103896739;
   fWeightMatrix0to1[4][5] = -1.43308702389183;
   fWeightMatrix0to1[5][5] = 9.45742796821836;
   fWeightMatrix0to1[6][5] = 0.852016385472409;
   fWeightMatrix0to1[7][5] = 2.12793267437466;
   fWeightMatrix0to1[8][5] = 1.89979368651431;
   fWeightMatrix0to1[9][5] = 3.50681542758142;
   fWeightMatrix0to1[10][5] = 1.14901247487892;
   fWeightMatrix0to1[11][5] = 1.99098388379069;
   fWeightMatrix0to1[12][5] = -4.64732981147237;
   fWeightMatrix0to1[13][5] = -0.364914860074376;
   fWeightMatrix0to1[14][5] = 0.989159999558305;
   fWeightMatrix0to1[15][5] = -13.6756396995943;
   fWeightMatrix0to1[16][5] = -2.88446049273464;
   fWeightMatrix0to1[17][5] = 12.4433090182307;
   fWeightMatrix0to1[18][5] = -0.571218403997231;
   fWeightMatrix0to1[19][5] = 0.658375649544554;
   fWeightMatrix0to1[20][5] = -0.931791076078795;
   fWeightMatrix0to1[21][5] = 1.54293268644824;
   fWeightMatrix0to1[22][5] = 0.788046230695817;
   fWeightMatrix0to1[23][5] = 0.378146118011653;
   fWeightMatrix0to1[24][5] = 0.555888402505128;
   fWeightMatrix0to1[25][5] = 1.74353016686005;
   fWeightMatrix0to1[26][5] = 7.10202070514955;
   fWeightMatrix0to1[27][5] = -0.682157057820715;
   fWeightMatrix0to1[28][5] = -1.77219502587386;
   fWeightMatrix0to1[29][5] = -4.78470660417361;
   fWeightMatrix0to1[0][6] = 0.287621399095494;
   fWeightMatrix0to1[1][6] = 0.33952838941393;
   fWeightMatrix0to1[2][6] = 8.68307710586584;
   fWeightMatrix0to1[3][6] = -18.6134402240014;
   fWeightMatrix0to1[4][6] = 6.08208223419101;
   fWeightMatrix0to1[5][6] = -2.32611017096654;
   fWeightMatrix0to1[6][6] = 2.13110061622946;
   fWeightMatrix0to1[7][6] = 2.8025673451312;
   fWeightMatrix0to1[8][6] = 0.572496228888777;
   fWeightMatrix0to1[9][6] = 3.66044608885457;
   fWeightMatrix0to1[10][6] = -16.3766092780257;
   fWeightMatrix0to1[11][6] = -1.14502737727995;
   fWeightMatrix0to1[12][6] = 10.2437289699984;
   fWeightMatrix0to1[13][6] = 3.138036835587;
   fWeightMatrix0to1[14][6] = 0.283070743958901;
   fWeightMatrix0to1[15][6] = -3.58375053268104;
   fWeightMatrix0to1[16][6] = -0.418741729821131;
   fWeightMatrix0to1[17][6] = -0.588643288750305;
   fWeightMatrix0to1[18][6] = 3.70611882030844;
   fWeightMatrix0to1[19][6] = -5.82621132592652;
   fWeightMatrix0to1[20][6] = -2.73383026443589;
   fWeightMatrix0to1[21][6] = -15.6309716091831;
   fWeightMatrix0to1[22][6] = 1.91375154879617;
   fWeightMatrix0to1[23][6] = -1.06053842703507;
   fWeightMatrix0to1[24][6] = -0.119552327946483;
   fWeightMatrix0to1[25][6] = -16.2390057080362;
   fWeightMatrix0to1[26][6] = -5.44622814081493;
   fWeightMatrix0to1[27][6] = 5.20998770672284;
   fWeightMatrix0to1[28][6] = 4.53793979391206;
   fWeightMatrix0to1[29][6] = 2.65540121821569;
   fWeightMatrix0to1[0][7] = 1.89623202036868;
   fWeightMatrix0to1[1][7] = -0.730272036243462;
   fWeightMatrix0to1[2][7] = -3.8413898326533;
   fWeightMatrix0to1[3][7] = -9.19009773660298;
   fWeightMatrix0to1[4][7] = -11.5114216484794;
   fWeightMatrix0to1[5][7] = -12.1984220451604;
   fWeightMatrix0to1[6][7] = -1.20152811587276;
   fWeightMatrix0to1[7][7] = 0.286197829587149;
   fWeightMatrix0to1[8][7] = 2.79302659351611;
   fWeightMatrix0to1[9][7] = -13.7353051661269;
   fWeightMatrix0to1[10][7] = -0.540025644115701;
   fWeightMatrix0to1[11][7] = 11.3758382072575;
   fWeightMatrix0to1[12][7] = -8.50037054498501;
   fWeightMatrix0to1[13][7] = -2.11869079932715;
   fWeightMatrix0to1[14][7] = 1.71517893519304;
   fWeightMatrix0to1[15][7] = -4.77847025435541;
   fWeightMatrix0to1[16][7] = -1.23437288635879;
   fWeightMatrix0to1[17][7] = -0.582736963302756;
   fWeightMatrix0to1[18][7] = -1.96072082661832;
   fWeightMatrix0to1[19][7] = -3.36339404845278;
   fWeightMatrix0to1[20][7] = -1.42524880705154;
   fWeightMatrix0to1[21][7] = 13.1757810815742;
   fWeightMatrix0to1[22][7] = 2.38461546672777;
   fWeightMatrix0to1[23][7] = -0.71512069240454;
   fWeightMatrix0to1[24][7] = 4.93351857124242;
   fWeightMatrix0to1[25][7] = -2.97019333280865;
   fWeightMatrix0to1[26][7] = -9.64820949532509;
   fWeightMatrix0to1[27][7] = 5.11671231231376;
   fWeightMatrix0to1[28][7] = 0.111392277666224;
   fWeightMatrix0to1[29][7] = -2.74588734058271;
   fWeightMatrix0to1[0][8] = -0.797274463628665;
   fWeightMatrix0to1[1][8] = -1.01368780570166;
   fWeightMatrix0to1[2][8] = -2.43098313292348;
   fWeightMatrix0to1[3][8] = -0.0758271974057534;
   fWeightMatrix0to1[4][8] = -14.7810371109177;
   fWeightMatrix0to1[5][8] = 0.816093202942302;
   fWeightMatrix0to1[6][8] = -0.116362431709315;
   fWeightMatrix0to1[7][8] = 0.0557125625508972;
   fWeightMatrix0to1[8][8] = 0.85915495412936;
   fWeightMatrix0to1[9][8] = 0.484647542137429;
   fWeightMatrix0to1[10][8] = 0.217342012543914;
   fWeightMatrix0to1[11][8] = 0.330828462280437;
   fWeightMatrix0to1[12][8] = -0.0549406618226365;
   fWeightMatrix0to1[13][8] = 0.735566343295269;
   fWeightMatrix0to1[14][8] = 1.35772556058462;
   fWeightMatrix0to1[15][8] = -3.86386918014498;
   fWeightMatrix0to1[16][8] = -0.752541455311746;
   fWeightMatrix0to1[17][8] = 0.359620443063696;
   fWeightMatrix0to1[18][8] = -1.59604534332468;
   fWeightMatrix0to1[19][8] = 0.335639998827358;
   fWeightMatrix0to1[20][8] = 0.264391401345306;
   fWeightMatrix0to1[21][8] = 13.495839905563;
   fWeightMatrix0to1[22][8] = -0.822449309118831;
   fWeightMatrix0to1[23][8] = 0.555125165275885;
   fWeightMatrix0to1[24][8] = 0.0954400026781267;
   fWeightMatrix0to1[25][8] = 0.185525192500982;
   fWeightMatrix0to1[26][8] = -12.4626599098706;
   fWeightMatrix0to1[27][8] = 3.38367494350439;
   fWeightMatrix0to1[28][8] = 0.12261631406193;
   fWeightMatrix0to1[29][8] = -1.45376568636195;
   fWeightMatrix0to1[0][9] = -0.251573229840008;
   fWeightMatrix0to1[1][9] = 0.269341512299279;
   fWeightMatrix0to1[2][9] = 0.681741568771049;
   fWeightMatrix0to1[3][9] = -0.00601290373362432;
   fWeightMatrix0to1[4][9] = 0.339908849466528;
   fWeightMatrix0to1[5][9] = -0.0661214303584024;
   fWeightMatrix0to1[6][9] = 2.52356627206724;
   fWeightMatrix0to1[7][9] = -0.264624531684018;
   fWeightMatrix0to1[8][9] = 0.435835117974029;
   fWeightMatrix0to1[9][9] = -0.153734855118217;
   fWeightMatrix0to1[10][9] = 1.04089691892638;
   fWeightMatrix0to1[11][9] = -13.3339555036626;
   fWeightMatrix0to1[12][9] = -0.313863094830299;
   fWeightMatrix0to1[13][9] = 0.025002147468508;
   fWeightMatrix0to1[14][9] = -1.77553089406563;
   fWeightMatrix0to1[15][9] = -0.638623700911584;
   fWeightMatrix0to1[16][9] = 0.659943097154582;
   fWeightMatrix0to1[17][9] = 8.92563617306535;
   fWeightMatrix0to1[18][9] = -1.33441323997312;
   fWeightMatrix0to1[19][9] = -0.361161527526937;
   fWeightMatrix0to1[20][9] = -0.299732824423569;
   fWeightMatrix0to1[21][9] = 16.0121330395683;
   fWeightMatrix0to1[22][9] = -0.783086547486698;
   fWeightMatrix0to1[23][9] = 1.51736325609969;
   fWeightMatrix0to1[24][9] = -0.195020221470865;
   fWeightMatrix0to1[25][9] = -0.334056565981491;
   fWeightMatrix0to1[26][9] = -0.268900416014586;
   fWeightMatrix0to1[27][9] = 0.0705897877860768;
   fWeightMatrix0to1[28][9] = -2.85522294006742;
   fWeightMatrix0to1[29][9] = -2.23012555105346;
   fWeightMatrix0to1[0][10] = -1.18958596109597;
   fWeightMatrix0to1[1][10] = -1.40370017006105;
   fWeightMatrix0to1[2][10] = 1.53911467369297;
   fWeightMatrix0to1[3][10] = -0.0591494106091406;
   fWeightMatrix0to1[4][10] = 2.1012150842962;
   fWeightMatrix0to1[5][10] = -0.130010577833807;
   fWeightMatrix0to1[6][10] = 0.544807782521347;
   fWeightMatrix0to1[7][10] = -2.9013234656935;
   fWeightMatrix0to1[8][10] = -1.58563548113816;
   fWeightMatrix0to1[9][10] = 0.275849043641809;
   fWeightMatrix0to1[10][10] = 0.900168010439208;
   fWeightMatrix0to1[11][10] = -12.7253655462361;
   fWeightMatrix0to1[12][10] = -2.05441131381597;
   fWeightMatrix0to1[13][10] = -0.483602095219994;
   fWeightMatrix0to1[14][10] = 0.310428786058751;
   fWeightMatrix0to1[15][10] = -1.68577407722436;
   fWeightMatrix0to1[16][10] = 4.09287372709029;
   fWeightMatrix0to1[17][10] = -5.87744577272059;
   fWeightMatrix0to1[18][10] = -0.107294920412274;
   fWeightMatrix0to1[19][10] = -0.490316875481146;
   fWeightMatrix0to1[20][10] = 0.682931691590527;
   fWeightMatrix0to1[21][10] = -0.0207179473669642;
   fWeightMatrix0to1[22][10] = -2.32175866534347;
   fWeightMatrix0to1[23][10] = 2.42319275585202;
   fWeightMatrix0to1[24][10] = 0.395333206404759;
   fWeightMatrix0to1[25][10] = 0.0680044739249185;
   fWeightMatrix0to1[26][10] = -0.0939595404907575;
   fWeightMatrix0to1[27][10] = -1.51898810091902;
   fWeightMatrix0to1[28][10] = -0.966494789709377;
   fWeightMatrix0to1[29][10] = -0.0616230988345495;
   fWeightMatrix0to1[0][11] = -0.995240939603013;
   fWeightMatrix0to1[1][11] = -0.191523072329801;
   fWeightMatrix0to1[2][11] = -3.40357641283409;
   fWeightMatrix0to1[3][11] = 13.746238287184;
   fWeightMatrix0to1[4][11] = 4.22432019336759;
   fWeightMatrix0to1[5][11] = 12.3314520755688;
   fWeightMatrix0to1[6][11] = -0.731905171394443;
   fWeightMatrix0to1[7][11] = 2.25549403261482;
   fWeightMatrix0to1[8][11] = 0.866766805183188;
   fWeightMatrix0to1[9][11] = 11.724771933247;
   fWeightMatrix0to1[10][11] = -1.51797087591838;
   fWeightMatrix0to1[11][11] = -81.8241871296329;
   fWeightMatrix0to1[12][11] = 4.54826006579452;
   fWeightMatrix0to1[13][11] = 1.78781738059009;
   fWeightMatrix0to1[14][11] = 0.303730688202086;
   fWeightMatrix0to1[15][11] = 7.36732728452613;
   fWeightMatrix0to1[16][11] = -0.00567838071627708;
   fWeightMatrix0to1[17][11] = -12.759393087047;
   fWeightMatrix0to1[18][11] = 2.31584762538543;
   fWeightMatrix0to1[19][11] = -1.09319479346511;
   fWeightMatrix0to1[20][11] = 2.06518637699998;
   fWeightMatrix0to1[21][11] = -18.0534155682043;
   fWeightMatrix0to1[22][11] = 1.50383281518317;
   fWeightMatrix0to1[23][11] = 0.297136078020228;
   fWeightMatrix0to1[24][11] = -15.0326884560482;
   fWeightMatrix0to1[25][11] = 15.5462576760038;
   fWeightMatrix0to1[26][11] = 11.254364545147;
   fWeightMatrix0to1[27][11] = -7.1074696530339;
   fWeightMatrix0to1[28][11] = -0.317969747746097;
   fWeightMatrix0to1[29][11] = -1.80973168455644;
   fWeightMatrix0to1[0][12] = 1.67610032224086;
   fWeightMatrix0to1[1][12] = -2.45490022108611;
   fWeightMatrix0to1[2][12] = -2.92148033410549;
   fWeightMatrix0to1[3][12] = -1.89690268822858;
   fWeightMatrix0to1[4][12] = 0.870785267502786;
   fWeightMatrix0to1[5][12] = 2.69436678508379;
   fWeightMatrix0to1[6][12] = -3.37127303320432;
   fWeightMatrix0to1[7][12] = -0.178611742444249;
   fWeightMatrix0to1[8][12] = -0.331462917704798;
   fWeightMatrix0to1[9][12] = 2.2134826321537;
   fWeightMatrix0to1[10][12] = -0.084516999602673;
   fWeightMatrix0to1[11][12] = -13.5682497744947;
   fWeightMatrix0to1[12][12] = 2.15920038254716;
   fWeightMatrix0to1[13][12] = 7.54557608940101;
   fWeightMatrix0to1[14][12] = 0.542664746549989;
   fWeightMatrix0to1[15][12] = 3.38964498236157;
   fWeightMatrix0to1[16][12] = 0.115190927825039;
   fWeightMatrix0to1[17][12] = -11.6746622977867;
   fWeightMatrix0to1[18][12] = 4.37364734756888;
   fWeightMatrix0to1[19][12] = -0.872804351254886;
   fWeightMatrix0to1[20][12] = -2.21420118630808;
   fWeightMatrix0to1[21][12] = 0.105030879178136;
   fWeightMatrix0to1[22][12] = -0.376375605390192;
   fWeightMatrix0to1[23][12] = 1.34837500381201;
   fWeightMatrix0to1[24][12] = -6.91252543657797;
   fWeightMatrix0to1[25][12] = 1.11497141449085;
   fWeightMatrix0to1[26][12] = 4.98716266124561;
   fWeightMatrix0to1[27][12] = 0.969491053391178;
   fWeightMatrix0to1[28][12] = 2.73171149651715;
   fWeightMatrix0to1[29][12] = -1.91188119615424;
   fWeightMatrix0to1[0][13] = 1.59882516075172;
   fWeightMatrix0to1[1][13] = -0.0422633272945918;
   fWeightMatrix0to1[2][13] = -3.67720994108652;
   fWeightMatrix0to1[3][13] = -1.81394095496009;
   fWeightMatrix0to1[4][13] = 2.34323638924492;
   fWeightMatrix0to1[5][13] = 0.220824001709476;
   fWeightMatrix0to1[6][13] = -0.669530880863991;
   fWeightMatrix0to1[7][13] = 1.36884682685734;
   fWeightMatrix0to1[8][13] = 2.35337178591921;
   fWeightMatrix0to1[9][13] = 0.722719855172049;
   fWeightMatrix0to1[10][13] = 2.00889140440641;
   fWeightMatrix0to1[11][13] = 8.60201335469818;
   fWeightMatrix0to1[12][13] = 1.07875160349253;
   fWeightMatrix0to1[13][13] = -1.83907069242085;
   fWeightMatrix0to1[14][13] = 1.64720891510355;
   fWeightMatrix0to1[15][13] = -4.15580884868373;
   fWeightMatrix0to1[16][13] = 0.886684499586393;
   fWeightMatrix0to1[17][13] = 3.53746982207422;
   fWeightMatrix0to1[18][13] = -2.75379133688704;
   fWeightMatrix0to1[19][13] = -1.5873738220033;
   fWeightMatrix0to1[20][13] = -2.64975540392054;
   fWeightMatrix0to1[21][13] = -0.708216824401053;
   fWeightMatrix0to1[22][13] = 0.0506788085461868;
   fWeightMatrix0to1[23][13] = -2.13591799743331;
   fWeightMatrix0to1[24][13] = 3.3919528910396;
   fWeightMatrix0to1[25][13] = -2.66891758006665;
   fWeightMatrix0to1[26][13] = 2.44958862274325;
   fWeightMatrix0to1[27][13] = 1.86374276683615;
   fWeightMatrix0to1[28][13] = 2.64430042883864;
   fWeightMatrix0to1[29][13] = 0.354321340155783;
   fWeightMatrix0to1[0][14] = -0.561514742874557;
   fWeightMatrix0to1[1][14] = -0.31631168567973;
   fWeightMatrix0to1[2][14] = 0.0848019172859465;
   fWeightMatrix0to1[3][14] = -2.80330599518505;
   fWeightMatrix0to1[4][14] = 4.24632896829902;
   fWeightMatrix0to1[5][14] = -0.366365515816504;
   fWeightMatrix0to1[6][14] = -2.42722698679408;
   fWeightMatrix0to1[7][14] = -1.39366424890143;
   fWeightMatrix0to1[8][14] = -0.85598017519351;
   fWeightMatrix0to1[9][14] = -1.11630831320434;
   fWeightMatrix0to1[10][14] = 0.198487964724829;
   fWeightMatrix0to1[11][14] = 5.24593330865918;
   fWeightMatrix0to1[12][14] = -0.901049261803905;
   fWeightMatrix0to1[13][14] = -1.27317204541324;
   fWeightMatrix0to1[14][14] = 1.77656473043019;
   fWeightMatrix0to1[15][14] = -0.428866908443735;
   fWeightMatrix0to1[16][14] = 1.53842212583794;
   fWeightMatrix0to1[17][14] = 1.1144226612598;
   fWeightMatrix0to1[18][14] = -4.1127963983863;
   fWeightMatrix0to1[19][14] = -0.711484243984938;
   fWeightMatrix0to1[20][14] = -3.97164109622227;
   fWeightMatrix0to1[21][14] = -4.25709651153427;
   fWeightMatrix0to1[22][14] = -0.602627012624473;
   fWeightMatrix0to1[23][14] = -0.682178636998621;
   fWeightMatrix0to1[24][14] = 0.872873066390955;
   fWeightMatrix0to1[25][14] = -1.74109494920652;
   fWeightMatrix0to1[26][14] = 1.94751105031155;
   fWeightMatrix0to1[27][14] = 1.12815706588705;
   fWeightMatrix0to1[28][14] = 0.539071210677314;
   fWeightMatrix0to1[29][14] = 0.0587045611944961;
   fWeightMatrix0to1[0][15] = 1.54957042595819;
   fWeightMatrix0to1[1][15] = -1.35348075908004;
   fWeightMatrix0to1[2][15] = -1.41815503837621;
   fWeightMatrix0to1[3][15] = 0.642582926603646;
   fWeightMatrix0to1[4][15] = 8.8205332016885;
   fWeightMatrix0to1[5][15] = -0.239446084051933;
   fWeightMatrix0to1[6][15] = 0.73487565901967;
   fWeightMatrix0to1[7][15] = -1.62837183272737;
   fWeightMatrix0to1[8][15] = 2.19806687452815;
   fWeightMatrix0to1[9][15] = 0.0237165586185013;
   fWeightMatrix0to1[10][15] = -0.0237371239344366;
   fWeightMatrix0to1[11][15] = 6.72845819362962;
   fWeightMatrix0to1[12][15] = 1.26758899391201;
   fWeightMatrix0to1[13][15] = -1.59891288140264;
   fWeightMatrix0to1[14][15] = 1.17910327040233;
   fWeightMatrix0to1[15][15] = -1.89110207937812;
   fWeightMatrix0to1[16][15] = -0.617784746224276;
   fWeightMatrix0to1[17][15] = -0.114776006013373;
   fWeightMatrix0to1[18][15] = -1.46920806318894;
   fWeightMatrix0to1[19][15] = 1.3802625498214;
   fWeightMatrix0to1[20][15] = -2.4052468067444;
   fWeightMatrix0to1[21][15] = -9.12102102865671;
   fWeightMatrix0to1[22][15] = -1.24480771767695;
   fWeightMatrix0to1[23][15] = 1.40090657905566;
   fWeightMatrix0to1[24][15] = 0.585035761808235;
   fWeightMatrix0to1[25][15] = -4.45400921222401;
   fWeightMatrix0to1[26][15] = 1.36651822270218;
   fWeightMatrix0to1[27][15] = 0.00961424234776716;
   fWeightMatrix0to1[28][15] = 2.17793642575216;
   fWeightMatrix0to1[29][15] = 2.3833372429432;
   fWeightMatrix0to1[0][16] = -1.13176967196262;
   fWeightMatrix0to1[1][16] = -1.68242748736592;
   fWeightMatrix0to1[2][16] = -0.241101812397137;
   fWeightMatrix0to1[3][16] = -0.516321196123973;
   fWeightMatrix0to1[4][16] = 8.51591487275074;
   fWeightMatrix0to1[5][16] = 0.949424264192447;
   fWeightMatrix0to1[6][16] = -1.69727337431163;
   fWeightMatrix0to1[7][16] = -0.90414381714504;
   fWeightMatrix0to1[8][16] = 1.7629000501763;
   fWeightMatrix0to1[9][16] = -1.42592099935401;
   fWeightMatrix0to1[10][16] = 0.488756322903703;
   fWeightMatrix0to1[11][16] = 5.84526570396166;
   fWeightMatrix0to1[12][16] = -0.725125510897383;
   fWeightMatrix0to1[13][16] = -3.58099939069281;
   fWeightMatrix0to1[14][16] = -0.334549023455109;
   fWeightMatrix0to1[15][16] = -4.16066115545424;
   fWeightMatrix0to1[16][16] = 0.903167590772544;
   fWeightMatrix0to1[17][16] = 0.927945421351083;
   fWeightMatrix0to1[18][16] = 1.24492142212474;
   fWeightMatrix0to1[19][16] = -0.322017037882724;
   fWeightMatrix0to1[20][16] = -5.23329973141042;
   fWeightMatrix0to1[21][16] = -11.7946168816017;
   fWeightMatrix0to1[22][16] = 3.32320506741972;
   fWeightMatrix0to1[23][16] = 1.21054343014037;
   fWeightMatrix0to1[24][16] = -1.80160401615644;
   fWeightMatrix0to1[25][16] = -4.41735656568229;
   fWeightMatrix0to1[26][16] = 3.8092192489078;
   fWeightMatrix0to1[27][16] = -0.456838083010356;
   fWeightMatrix0to1[28][16] = 1.81059325646065;
   fWeightMatrix0to1[29][16] = -0.420764043006328;
   fWeightMatrix0to1[0][17] = 0.533411330168269;
   fWeightMatrix0to1[1][17] = -1.66853625491585;
   fWeightMatrix0to1[2][17] = 1.05075071507065;
   fWeightMatrix0to1[3][17] = -0.248838187139616;
   fWeightMatrix0to1[4][17] = -1.15248410144277;
   fWeightMatrix0to1[5][17] = -1.25526486153348;
   fWeightMatrix0to1[6][17] = -1.38493568165367;
   fWeightMatrix0to1[7][17] = 1.14510473314373;
   fWeightMatrix0to1[8][17] = 0.0919904740200242;
   fWeightMatrix0to1[9][17] = -0.545178890173834;
   fWeightMatrix0to1[10][17] = 0.607518306914886;
   fWeightMatrix0to1[11][17] = 1.73227970048781;
   fWeightMatrix0to1[12][17] = 0.968324672196865;
   fWeightMatrix0to1[13][17] = -1.43153238876178;
   fWeightMatrix0to1[14][17] = 1.0374709680242;
   fWeightMatrix0to1[15][17] = 0.921004263578107;
   fWeightMatrix0to1[16][17] = 0.457978204490855;
   fWeightMatrix0to1[17][17] = 1.41175767212783;
   fWeightMatrix0to1[18][17] = 5.69108395192612;
   fWeightMatrix0to1[19][17] = -0.333435777755737;
   fWeightMatrix0to1[20][17] = -1.30222867633665;
   fWeightMatrix0to1[21][17] = 1.00925423395526;
   fWeightMatrix0to1[22][17] = 2.17138136046542;
   fWeightMatrix0to1[23][17] = -0.468425042660349;
   fWeightMatrix0to1[24][17] = -0.0361300465105813;
   fWeightMatrix0to1[25][17] = -0.957224438843018;
   fWeightMatrix0to1[26][17] = -1.77087305972893;
   fWeightMatrix0to1[27][17] = -1.62192372460509;
   fWeightMatrix0to1[28][17] = 0.372867494856783;
   fWeightMatrix0to1[29][17] = -2.36910284819357;
   fWeightMatrix0to1[0][18] = -1.22831323468686;
   fWeightMatrix0to1[1][18] = -0.390364697677789;
   fWeightMatrix0to1[2][18] = -0.00751439810356138;
   fWeightMatrix0to1[3][18] = 0.500375944068383;
   fWeightMatrix0to1[4][18] = 1.13227472263055;
   fWeightMatrix0to1[5][18] = 0.960006265732326;
   fWeightMatrix0to1[6][18] = -0.777307512689765;
   fWeightMatrix0to1[7][18] = -1.28734032874343;
   fWeightMatrix0to1[8][18] = 1.61701837483292;
   fWeightMatrix0to1[9][18] = 0.537218321496737;
   fWeightMatrix0to1[10][18] = 0.132490532158627;
   fWeightMatrix0to1[11][18] = -1.3658347780483;
   fWeightMatrix0to1[12][18] = -0.948980333630633;
   fWeightMatrix0to1[13][18] = 1.43487473472232;
   fWeightMatrix0to1[14][18] = -0.276207149161298;
   fWeightMatrix0to1[15][18] = -1.73473193008045;
   fWeightMatrix0to1[16][18] = -0.561471140915904;
   fWeightMatrix0to1[17][18] = -1.53991764667052;
   fWeightMatrix0to1[18][18] = 5.56861299694616;
   fWeightMatrix0to1[19][18] = -0.139922484947055;
   fWeightMatrix0to1[20][18] = 1.09205712833469;
   fWeightMatrix0to1[21][18] = -0.799845985591403;
   fWeightMatrix0to1[22][18] = 3.0905345435408;
   fWeightMatrix0to1[23][18] = 0.948363119193413;
   fWeightMatrix0to1[24][18] = 0.141894014452173;
   fWeightMatrix0to1[25][18] = 0.871258321638037;
   fWeightMatrix0to1[26][18] = 0.27311115897372;
   fWeightMatrix0to1[27][18] = -3.04667960789192;
   fWeightMatrix0to1[28][18] = -0.420897114811736;
   fWeightMatrix0to1[29][18] = -1.25956741418911;
   fWeightMatrix0to1[0][19] = 2.01098855830348;
   fWeightMatrix0to1[1][19] = 3.00930160716401;
   fWeightMatrix0to1[2][19] = -0.10054723408207;
   fWeightMatrix0to1[3][19] = 1.59842696245199;
   fWeightMatrix0to1[4][19] = -2.63226143350662;
   fWeightMatrix0to1[5][19] = 1.1593429303883;
   fWeightMatrix0to1[6][19] = 0.277384199501691;
   fWeightMatrix0to1[7][19] = -0.379434743719297;
   fWeightMatrix0to1[8][19] = 2.756060093831;
   fWeightMatrix0to1[9][19] = -0.053472045211241;
   fWeightMatrix0to1[10][19] = -0.484196031656077;
   fWeightMatrix0to1[11][19] = 11.267700479822;
   fWeightMatrix0to1[12][19] = -2.13617991994924;
   fWeightMatrix0to1[13][19] = -20.7780262422852;
   fWeightMatrix0to1[14][19] = 0.290177539030475;
   fWeightMatrix0to1[15][19] = -5.39248337609148;
   fWeightMatrix0to1[16][19] = -1.89634170136848;
   fWeightMatrix0to1[17][19] = 5.53355128251367;
   fWeightMatrix0to1[18][19] = 0.671669342529486;
   fWeightMatrix0to1[19][19] = -0.640178102698807;
   fWeightMatrix0to1[20][19] = -1.24448259872038;
   fWeightMatrix0to1[21][19] = -8.28678123294285;
   fWeightMatrix0to1[22][19] = 1.02919138167733;
   fWeightMatrix0to1[23][19] = 0.758059169739099;
   fWeightMatrix0to1[24][19] = -6.07860406446271;
   fWeightMatrix0to1[25][19] = -3.44836223531009;
   fWeightMatrix0to1[26][19] = 4.5056977971377;
   fWeightMatrix0to1[27][19] = -0.914607412626631;
   fWeightMatrix0to1[28][19] = -1.23459523243678;
   fWeightMatrix0to1[29][19] = -1.68060429509578;
   // weight matrix from layer 1 to 2
   fWeightMatrix1to2[0][0] = -1.35345710215621;
   fWeightMatrix1to2[1][0] = -0.616145215071313;
   fWeightMatrix1to2[2][0] = 0.930863633582463;
   fWeightMatrix1to2[3][0] = -0.770709093071807;
   fWeightMatrix1to2[4][0] = -1.16974726884805;
   fWeightMatrix1to2[5][0] = 0.25265118939432;
   fWeightMatrix1to2[6][0] = -4.7641225225408;
   fWeightMatrix1to2[7][0] = -0.332482784148446;
   fWeightMatrix1to2[8][0] = 0.505275629590995;
   fWeightMatrix1to2[9][0] = 0.0343465576954356;
   fWeightMatrix1to2[10][0] = -0.207911618987048;
   fWeightMatrix1to2[11][0] = 0.386366376913332;
   fWeightMatrix1to2[12][0] = 0.317764374652953;
   fWeightMatrix1to2[13][0] = -0.682536025947032;
   fWeightMatrix1to2[14][0] = -0.619877733625975;
   fWeightMatrix1to2[15][0] = 2.85256699431549;
   fWeightMatrix1to2[16][0] = 0.258279408015109;
   fWeightMatrix1to2[17][0] = 1.36605120368818;
   fWeightMatrix1to2[18][0] = 1.90533334930092;
   fWeightMatrix1to2[19][0] = 0.668571088017934;
   fWeightMatrix1to2[20][0] = 1.78978592643088;
   fWeightMatrix1to2[21][0] = -0.264496467423531;
   fWeightMatrix1to2[22][0] = 1.99336910725665;
   fWeightMatrix1to2[23][0] = 0.25301691343404;
   fWeightMatrix1to2[24][0] = -2.47614828093088;
   fWeightMatrix1to2[25][0] = -0.175008095414094;
   fWeightMatrix1to2[26][0] = -0.338695102970997;
   fWeightMatrix1to2[27][0] = 0.239857531279331;
   fWeightMatrix1to2[28][0] = -0.07130600206276;
   fWeightMatrix1to2[29][0] = 0.352264422051225;
   fWeightMatrix1to2[0][1] = -2.03851529791738;
   fWeightMatrix1to2[1][1] = -1.58067773556909;
   fWeightMatrix1to2[2][1] = 1.39316562943413;
   fWeightMatrix1to2[3][1] = -3.92970236010679;
   fWeightMatrix1to2[4][1] = 2.66712611400889;
   fWeightMatrix1to2[5][1] = 0.533273344325715;
   fWeightMatrix1to2[6][1] = -4.13140273836712;
   fWeightMatrix1to2[7][1] = -0.1335472310785;
   fWeightMatrix1to2[8][1] = 1.4419825361836;
   fWeightMatrix1to2[9][1] = -3.42907297166243;
   fWeightMatrix1to2[10][1] = -0.48991712093774;
   fWeightMatrix1to2[11][1] = -2.07537899243166;
   fWeightMatrix1to2[12][1] = 0.545531618190726;
   fWeightMatrix1to2[13][1] = -1.80659721491076;
   fWeightMatrix1to2[14][1] = -0.246095267655349;
   fWeightMatrix1to2[15][1] = 0.377752114925005;
   fWeightMatrix1to2[16][1] = -0.889431860615628;
   fWeightMatrix1to2[17][1] = 0.664484529695838;
   fWeightMatrix1to2[18][1] = -0.856398536176548;
   fWeightMatrix1to2[19][1] = 0.756713218911286;
   fWeightMatrix1to2[20][1] = 1.17974358509561;
   fWeightMatrix1to2[21][1] = -1.32207247949726;
   fWeightMatrix1to2[22][1] = -1.50747949050273;
   fWeightMatrix1to2[23][1] = 0.190053216537746;
   fWeightMatrix1to2[24][1] = 0.0126247389713225;
   fWeightMatrix1to2[25][1] = 2.00421996265783;
   fWeightMatrix1to2[26][1] = -2.09199085759871;
   fWeightMatrix1to2[27][1] = 1.2577410793571;
   fWeightMatrix1to2[28][1] = -0.59609111507939;
   fWeightMatrix1to2[29][1] = 0.683789476203245;
   fWeightMatrix1to2[0][2] = -1.40895824695725;
   fWeightMatrix1to2[1][2] = 2.48847784642409;
   fWeightMatrix1to2[2][2] = -0.301974892030268;
   fWeightMatrix1to2[3][2] = 3.85262356678199;
   fWeightMatrix1to2[4][2] = -2.93289831623921;
   fWeightMatrix1to2[5][2] = -0.286853144796177;
   fWeightMatrix1to2[6][2] = -1.03837042884429;
   fWeightMatrix1to2[7][2] = 0.343357229479601;
   fWeightMatrix1to2[8][2] = 0.131903991161756;
   fWeightMatrix1to2[9][2] = 2.58339325294905;
   fWeightMatrix1to2[10][2] = -1.86804167827301;
   fWeightMatrix1to2[11][2] = -0.967524872257201;
   fWeightMatrix1to2[12][2] = -0.154722142930386;
   fWeightMatrix1to2[13][2] = 1.70341748326992;
   fWeightMatrix1to2[14][2] = 0.876036919528393;
   fWeightMatrix1to2[15][2] = -1.55616730949942;
   fWeightMatrix1to2[16][2] = 1.44524596394165;
   fWeightMatrix1to2[17][2] = -0.345820889324998;
   fWeightMatrix1to2[18][2] = 0.81044826149568;
   fWeightMatrix1to2[19][2] = -0.265391970732614;
   fWeightMatrix1to2[20][2] = 0.749040462467375;
   fWeightMatrix1to2[21][2] = 0.618384096036283;
   fWeightMatrix1to2[22][2] = 3.89614060704201;
   fWeightMatrix1to2[23][2] = -0.553978498503597;
   fWeightMatrix1to2[24][2] = 4.44188749189776;
   fWeightMatrix1to2[25][2] = 0.406124771188249;
   fWeightMatrix1to2[26][2] = -0.458157645732972;
   fWeightMatrix1to2[27][2] = -0.901043211881959;
   fWeightMatrix1to2[28][2] = -0.226005404625479;
   fWeightMatrix1to2[29][2] = 0.451273045506312;
   fWeightMatrix1to2[0][3] = 0.593741332694157;
   fWeightMatrix1to2[1][3] = 1.06425571464226;
   fWeightMatrix1to2[2][3] = 0.0393263080198668;
   fWeightMatrix1to2[3][3] = -0.578582045555316;
   fWeightMatrix1to2[4][3] = 0.674362057630801;
   fWeightMatrix1to2[5][3] = 0.176701602511506;
   fWeightMatrix1to2[6][3] = 0.376856087521189;
   fWeightMatrix1to2[7][3] = 0.588804823764337;
   fWeightMatrix1to2[8][3] = 0.13650910152575;
   fWeightMatrix1to2[9][3] = 0.0918410436716547;
   fWeightMatrix1to2[10][3] = 1.31603807802063;
   fWeightMatrix1to2[11][3] = 0.312586147047263;
   fWeightMatrix1to2[12][3] = 0.197020526305284;
   fWeightMatrix1to2[13][3] = -0.692644694756677;
   fWeightMatrix1to2[14][3] = 0.0809843572340163;
   fWeightMatrix1to2[15][3] = -1.57851692824489;
   fWeightMatrix1to2[16][3] = 0.489349020334781;
   fWeightMatrix1to2[17][3] = -0.0602317907785715;
   fWeightMatrix1to2[18][3] = -0.137688324474472;
   fWeightMatrix1to2[19][3] = 1.47132828770848;
   fWeightMatrix1to2[20][3] = 0.547372345882736;
   fWeightMatrix1to2[21][3] = 0.0918176143593819;
   fWeightMatrix1to2[22][3] = 0.795264178694587;
   fWeightMatrix1to2[23][3] = 0.476993598014617;
   fWeightMatrix1to2[24][3] = -0.574383366155196;
   fWeightMatrix1to2[25][3] = -0.229343215673057;
   fWeightMatrix1to2[26][3] = 0.938264528000312;
   fWeightMatrix1to2[27][3] = -2.7429284262887;
   fWeightMatrix1to2[28][3] = -0.281673599590384;
   fWeightMatrix1to2[29][3] = 0.338604443153103;
   fWeightMatrix1to2[0][4] = -1.49786835146702;
   fWeightMatrix1to2[1][4] = 1.24091358974523;
   fWeightMatrix1to2[2][4] = 0.654675131785156;
   fWeightMatrix1to2[3][4] = 1.15527341145173;
   fWeightMatrix1to2[4][4] = 1.1048997113911;
   fWeightMatrix1to2[5][4] = -0.788880349408218;
   fWeightMatrix1to2[6][4] = 4.36840661308145;
   fWeightMatrix1to2[7][4] = 0.105242322462475;
   fWeightMatrix1to2[8][4] = 0.153513382976575;
   fWeightMatrix1to2[9][4] = -0.120549057981351;
   fWeightMatrix1to2[10][4] = 2.91612773891138;
   fWeightMatrix1to2[11][4] = 0.58805183277921;
   fWeightMatrix1to2[12][4] = 0.00262666396784024;
   fWeightMatrix1to2[13][4] = 0.871276021720069;
   fWeightMatrix1to2[14][4] = 1.26420962327566;
   fWeightMatrix1to2[15][4] = 2.28160795229841;
   fWeightMatrix1to2[16][4] = -1.8862015383949;
   fWeightMatrix1to2[17][4] = 0.251860361821998;
   fWeightMatrix1to2[18][4] = -2.39795424061978;
   fWeightMatrix1to2[19][4] = -2.31728151169287;
   fWeightMatrix1to2[20][4] = 0.510673158403505;
   fWeightMatrix1to2[21][4] = 1.86284282557237;
   fWeightMatrix1to2[22][4] = -1.46405699857648;
   fWeightMatrix1to2[23][4] = 0.0413196510018605;
   fWeightMatrix1to2[24][4] = -1.81501336686313;
   fWeightMatrix1to2[25][4] = 0.410313252558488;
   fWeightMatrix1to2[26][4] = -2.48167578911372;
   fWeightMatrix1to2[27][4] = -0.310047036623072;
   fWeightMatrix1to2[28][4] = -0.155933571375657;
   fWeightMatrix1to2[29][4] = -1.0180531446518;
   fWeightMatrix1to2[0][5] = 0.221716354027016;
   fWeightMatrix1to2[1][5] = -0.310015330063181;
   fWeightMatrix1to2[2][5] = -0.11456475336524;
   fWeightMatrix1to2[3][5] = 0.903322881866588;
   fWeightMatrix1to2[4][5] = 0.678520377403568;
   fWeightMatrix1to2[5][5] = 0.564470657797491;
   fWeightMatrix1to2[6][5] = 0.194321885264004;
   fWeightMatrix1to2[7][5] = -0.261108468796072;
   fWeightMatrix1to2[8][5] = -0.00912925277072089;
   fWeightMatrix1to2[9][5] = 0.541830457095733;
   fWeightMatrix1to2[10][5] = -1.13890685415005;
   fWeightMatrix1to2[11][5] = -0.2067427070469;
   fWeightMatrix1to2[12][5] = 0.614164109075812;
   fWeightMatrix1to2[13][5] = 1.03104408129987;
   fWeightMatrix1to2[14][5] = 11.779023672589;
   fWeightMatrix1to2[15][5] = -0.31359879145825;
   fWeightMatrix1to2[16][5] = -1.25271765241204;
   fWeightMatrix1to2[17][5] = 1.02839696930065;
   fWeightMatrix1to2[18][5] = 0.308906884748939;
   fWeightMatrix1to2[19][5] = -0.500147949269602;
   fWeightMatrix1to2[20][5] = 0.277799198827506;
   fWeightMatrix1to2[21][5] = 0.141253647092259;
   fWeightMatrix1to2[22][5] = 0.472739556139123;
   fWeightMatrix1to2[23][5] = -0.137415587928964;
   fWeightMatrix1to2[24][5] = -1.60853714605586;
   fWeightMatrix1to2[25][5] = -0.725081623861912;
   fWeightMatrix1to2[26][5] = -0.655731944656989;
   fWeightMatrix1to2[27][5] = -0.13166213596729;
   fWeightMatrix1to2[28][5] = -0.337585648830574;
   fWeightMatrix1to2[29][5] = 0.455859598137541;
   fWeightMatrix1to2[0][6] = -1.1152778031633;
   fWeightMatrix1to2[1][6] = -1.03076490669522;
   fWeightMatrix1to2[2][6] = 0.520354093156369;
   fWeightMatrix1to2[3][6] = -0.899154000943057;
   fWeightMatrix1to2[4][6] = 0.331854568309297;
   fWeightMatrix1to2[5][6] = 0.0272373320339238;
   fWeightMatrix1to2[6][6] = 0.108647181438346;
   fWeightMatrix1to2[7][6] = -0.0351868552343582;
   fWeightMatrix1to2[8][6] = -0.186531987985886;
   fWeightMatrix1to2[9][6] = -2.47380965475577;
   fWeightMatrix1to2[10][6] = -0.355710534144847;
   fWeightMatrix1to2[11][6] = -0.0504726756074442;
   fWeightMatrix1to2[12][6] = -0.096826092006167;
   fWeightMatrix1to2[13][6] = -0.644597363718974;
   fWeightMatrix1to2[14][6] = 0.579019581156264;
   fWeightMatrix1to2[15][6] = 1.41109402880209;
   fWeightMatrix1to2[16][6] = -0.878524417021985;
   fWeightMatrix1to2[17][6] = -0.0613005174233065;
   fWeightMatrix1to2[18][6] = 0.376507842006969;
   fWeightMatrix1to2[19][6] = 0.311326961181512;
   fWeightMatrix1to2[20][6] = 3.10649116646074;
   fWeightMatrix1to2[21][6] = 1.42416546692653;
   fWeightMatrix1to2[22][6] = 1.04391935592393;
   fWeightMatrix1to2[23][6] = -0.199981239002794;
   fWeightMatrix1to2[24][6] = -1.65117414517429;
   fWeightMatrix1to2[25][6] = 0.513132593670122;
   fWeightMatrix1to2[26][6] = 0.42486008680702;
   fWeightMatrix1to2[27][6] = -0.844046616449227;
   fWeightMatrix1to2[28][6] = 0.0866394701786991;
   fWeightMatrix1to2[29][6] = -0.00279603371623736;
   fWeightMatrix1to2[0][7] = 3.00592900256374;
   fWeightMatrix1to2[1][7] = -0.87360184102124;
   fWeightMatrix1to2[2][7] = -0.972832428217399;
   fWeightMatrix1to2[3][7] = 1.39504985674446;
   fWeightMatrix1to2[4][7] = -0.395167628718309;
   fWeightMatrix1to2[5][7] = 0.905531628992161;
   fWeightMatrix1to2[6][7] = -1.61214405013501;
   fWeightMatrix1to2[7][7] = 0.0959467426319556;
   fWeightMatrix1to2[8][7] = -0.206479865067703;
   fWeightMatrix1to2[9][7] = -1.30202821136185;
   fWeightMatrix1to2[10][7] = -2.57489575916037;
   fWeightMatrix1to2[11][7] = -0.248657613151871;
   fWeightMatrix1to2[12][7] = 0.670168405138494;
   fWeightMatrix1to2[13][7] = 0.0617045044961913;
   fWeightMatrix1to2[14][7] = -0.960471696240759;
   fWeightMatrix1to2[15][7] = -0.971952927684294;
   fWeightMatrix1to2[16][7] = -0.420552649091988;
   fWeightMatrix1to2[17][7] = -0.0983548379223806;
   fWeightMatrix1to2[18][7] = 2.27911402741016;
   fWeightMatrix1to2[19][7] = 1.49208038627855;
   fWeightMatrix1to2[20][7] = -1.1600591290298;
   fWeightMatrix1to2[21][7] = 1.90339033514785;
   fWeightMatrix1to2[22][7] = 0.249926782616644;
   fWeightMatrix1to2[23][7] = -0.306020146353543;
   fWeightMatrix1to2[24][7] = -0.515414065560837;
   fWeightMatrix1to2[25][7] = 0.0444955237144158;
   fWeightMatrix1to2[26][7] = 0.839806589396455;
   fWeightMatrix1to2[27][7] = 0.0994183114370055;
   fWeightMatrix1to2[28][7] = 0.151726319729252;
   fWeightMatrix1to2[29][7] = -2.11590058419888;
   fWeightMatrix1to2[0][8] = -0.341618127108201;
   fWeightMatrix1to2[1][8] = -1.5329553130626;
   fWeightMatrix1to2[2][8] = -0.97938377453862;
   fWeightMatrix1to2[3][8] = 0.27873738021746;
   fWeightMatrix1to2[4][8] = -0.11788938950967;
   fWeightMatrix1to2[5][8] = 0.607776584207446;
   fWeightMatrix1to2[6][8] = -0.378193323960585;
   fWeightMatrix1to2[7][8] = 0.377903614770625;
   fWeightMatrix1to2[8][8] = -0.122632215227472;
   fWeightMatrix1to2[9][8] = 0.678965353382005;
   fWeightMatrix1to2[10][8] = -1.34563623753965;
   fWeightMatrix1to2[11][8] = -1.11920496564853;
   fWeightMatrix1to2[12][8] = -1.49576035528315;
   fWeightMatrix1to2[13][8] = -0.373085477427858;
   fWeightMatrix1to2[14][8] = -0.447669482122402;
   fWeightMatrix1to2[15][8] = 3.21373390245411;
   fWeightMatrix1to2[16][8] = 0.167910875911364;
   fWeightMatrix1to2[17][8] = 0.566818684748716;
   fWeightMatrix1to2[18][8] = 2.06038926382085;
   fWeightMatrix1to2[19][8] = 0.236153176067314;
   fWeightMatrix1to2[20][8] = -2.42955169538502;
   fWeightMatrix1to2[21][8] = 1.51803112859944;
   fWeightMatrix1to2[22][8] = -1.60815655552948;
   fWeightMatrix1to2[23][8] = 0.0733539102938257;
   fWeightMatrix1to2[24][8] = -1.12323827815564;
   fWeightMatrix1to2[25][8] = 0.0903211891154152;
   fWeightMatrix1to2[26][8] = 0.024179702703866;
   fWeightMatrix1to2[27][8] = -1.61991348440923;
   fWeightMatrix1to2[28][8] = 0.205100728795163;
   fWeightMatrix1to2[29][8] = 0.527950890269933;
   fWeightMatrix1to2[0][9] = 1.12680858014402;
   fWeightMatrix1to2[1][9] = 0.431189552641655;
   fWeightMatrix1to2[2][9] = -0.0829919629203679;
   fWeightMatrix1to2[3][9] = -0.982246440468615;
   fWeightMatrix1to2[4][9] = -1.39365407814293;
   fWeightMatrix1to2[5][9] = -0.140783538771915;
   fWeightMatrix1to2[6][9] = 0.0154539730573877;
   fWeightMatrix1to2[7][9] = 0.159344394396117;
   fWeightMatrix1to2[8][9] = 0.165374357286642;
   fWeightMatrix1to2[9][9] = 0.971593427583585;
   fWeightMatrix1to2[10][9] = 0.143579404452358;
   fWeightMatrix1to2[11][9] = -0.0202159147526246;
   fWeightMatrix1to2[12][9] = -0.0572439234392167;
   fWeightMatrix1to2[13][9] = -2.01769310349403;
   fWeightMatrix1to2[14][9] = 7.51103258154102;
   fWeightMatrix1to2[15][9] = 2.0504206152249;
   fWeightMatrix1to2[16][9] = -6.13124175977317;
   fWeightMatrix1to2[17][9] = -0.880311421903211;
   fWeightMatrix1to2[18][9] = -1.2693361587047;
   fWeightMatrix1to2[19][9] = -2.55723738196553;
   fWeightMatrix1to2[20][9] = 3.11435438881833;
   fWeightMatrix1to2[21][9] = -0.412017617006022;
   fWeightMatrix1to2[22][9] = 0.139128950165125;
   fWeightMatrix1to2[23][9] = 0.0785645081549249;
   fWeightMatrix1to2[24][9] = -0.427980732227949;
   fWeightMatrix1to2[25][9] = 0.951804725106243;
   fWeightMatrix1to2[26][9] = 0.445789361883613;
   fWeightMatrix1to2[27][9] = -2.45550977343604;
   fWeightMatrix1to2[28][9] = -0.261020272617175;
   fWeightMatrix1to2[29][9] = 0.237711316799892;
   fWeightMatrix1to2[0][10] = -1.74132296849934;
   fWeightMatrix1to2[1][10] = -0.666318670486722;
   fWeightMatrix1to2[2][10] = -1.00914240018191;
   fWeightMatrix1to2[3][10] = 2.54690648355736;
   fWeightMatrix1to2[4][10] = 3.02415677014204;
   fWeightMatrix1to2[5][10] = -0.098993847602612;
   fWeightMatrix1to2[6][10] = -0.928056140555847;
   fWeightMatrix1to2[7][10] = 0.135203033692916;
   fWeightMatrix1to2[8][10] = 0.196490998702535;
   fWeightMatrix1to2[9][10] = 0.256408756065493;
   fWeightMatrix1to2[10][10] = -0.755528340309516;
   fWeightMatrix1to2[11][10] = 0.145147226216401;
   fWeightMatrix1to2[12][10] = 0.0608484829703219;
   fWeightMatrix1to2[13][10] = -0.439781084650138;
   fWeightMatrix1to2[14][10] = 0.270179224629714;
   fWeightMatrix1to2[15][10] = -0.904880709054286;
   fWeightMatrix1to2[16][10] = 1.08911236143874;
   fWeightMatrix1to2[17][10] = 0.132464496293442;
   fWeightMatrix1to2[18][10] = 1.38528251269237;
   fWeightMatrix1to2[19][10] = -0.249345451115252;
   fWeightMatrix1to2[20][10] = -0.111281332269093;
   fWeightMatrix1to2[21][10] = 0.495880725430832;
   fWeightMatrix1to2[22][10] = 0.758235324623278;
   fWeightMatrix1to2[23][10] = -0.223121875664229;
   fWeightMatrix1to2[24][10] = -0.981245972702808;
   fWeightMatrix1to2[25][10] = 3.61722447228229;
   fWeightMatrix1to2[26][10] = 0.507088474475487;
   fWeightMatrix1to2[27][10] = -1.26331753325155;
   fWeightMatrix1to2[28][10] = 0.47383007346223;
   fWeightMatrix1to2[29][10] = 1.2072030193744;
   fWeightMatrix1to2[0][11] = 0.301938591842591;
   fWeightMatrix1to2[1][11] = -0.179390834084614;
   fWeightMatrix1to2[2][11] = -0.579371031508862;
   fWeightMatrix1to2[3][11] = 0.174869315147268;
   fWeightMatrix1to2[4][11] = 0.700698813511009;
   fWeightMatrix1to2[5][11] = 0.117553897448683;
   fWeightMatrix1to2[6][11] = -0.235594619422148;
   fWeightMatrix1to2[7][11] = -0.0208658889951844;
   fWeightMatrix1to2[8][11] = -0.279723937280757;
   fWeightMatrix1to2[9][11] = 3.20410230400854;
   fWeightMatrix1to2[10][11] = 0.322352152213115;
   fWeightMatrix1to2[11][11] = -0.00111206358020463;
   fWeightMatrix1to2[12][11] = 0.370925780797212;
   fWeightMatrix1to2[13][11] = 1.07968323988074;
   fWeightMatrix1to2[14][11] = 0.460709717569961;
   fWeightMatrix1to2[15][11] = 3.93904490018107;
   fWeightMatrix1to2[16][11] = 1.52961158432659;
   fWeightMatrix1to2[17][11] = 0.414827618524849;
   fWeightMatrix1to2[18][11] = 0.167546040600631;
   fWeightMatrix1to2[19][11] = 4.93700648993268;
   fWeightMatrix1to2[20][11] = 1.4184815758422;
   fWeightMatrix1to2[21][11] = 0.989148633327182;
   fWeightMatrix1to2[22][11] = 0.509578876785023;
   fWeightMatrix1to2[23][11] = 0.0904503145402981;
   fWeightMatrix1to2[24][11] = 1.92477580925023;
   fWeightMatrix1to2[25][11] = 1.36103838764248;
   fWeightMatrix1to2[26][11] = -0.949957225181056;
   fWeightMatrix1to2[27][11] = 0.208054215756651;
   fWeightMatrix1to2[28][11] = 0.188584237408419;
   fWeightMatrix1to2[29][11] = 0.20007372926223;
   fWeightMatrix1to2[0][12] = 0.281244856315565;
   fWeightMatrix1to2[1][12] = 1.19909286768402;
   fWeightMatrix1to2[2][12] = 0.0239466719166737;
   fWeightMatrix1to2[3][12] = 0.959633266526129;
   fWeightMatrix1to2[4][12] = -0.257815662778254;
   fWeightMatrix1to2[5][12] = 0.904203180246889;
   fWeightMatrix1to2[6][12] = 0.370421813494638;
   fWeightMatrix1to2[7][12] = -0.401346527301913;
   fWeightMatrix1to2[8][12] = -0.418652277028485;
   fWeightMatrix1to2[9][12] = 0.807277107928951;
   fWeightMatrix1to2[10][12] = 0.2589844299039;
   fWeightMatrix1to2[11][12] = -0.328328217672466;
   fWeightMatrix1to2[12][12] = -0.0415465415869529;
   fWeightMatrix1to2[13][12] = -0.330272330445092;
   fWeightMatrix1to2[14][12] = 0.382222025800968;
   fWeightMatrix1to2[15][12] = -0.32796832440108;
   fWeightMatrix1to2[16][12] = -0.0533190161838684;
   fWeightMatrix1to2[17][12] = -0.907198342855132;
   fWeightMatrix1to2[18][12] = -0.726492636058398;
   fWeightMatrix1to2[19][12] = 0.565832282661514;
   fWeightMatrix1to2[20][12] = 0.297917690633475;
   fWeightMatrix1to2[21][12] = -0.358275998850937;
   fWeightMatrix1to2[22][12] = 1.07808187601717;
   fWeightMatrix1to2[23][12] = 0.00630476467647775;
   fWeightMatrix1to2[24][12] = -0.552348548796156;
   fWeightMatrix1to2[25][12] = -1.68944021104492;
   fWeightMatrix1to2[26][12] = 0.396152655846553;
   fWeightMatrix1to2[27][12] = 2.25063188896363;
   fWeightMatrix1to2[28][12] = -0.152739971353202;
   fWeightMatrix1to2[29][12] = -0.750111031563152;
   fWeightMatrix1to2[0][13] = -0.953605460135423;
   fWeightMatrix1to2[1][13] = 0.806082058231094;
   fWeightMatrix1to2[2][13] = 0.0919736283394397;
   fWeightMatrix1to2[3][13] = -0.868197402125028;
   fWeightMatrix1to2[4][13] = 2.28060860065283;
   fWeightMatrix1to2[5][13] = -1.29337187768167;
   fWeightMatrix1to2[6][13] = 5.72804751731105;
   fWeightMatrix1to2[7][13] = -1.30262758790795;
   fWeightMatrix1to2[8][13] = 0.413080586202036;
   fWeightMatrix1to2[9][13] = -2.71787557154477;
   fWeightMatrix1to2[10][13] = 2.67913347984208;
   fWeightMatrix1to2[11][13] = 3.40712197949304;
   fWeightMatrix1to2[12][13] = -0.459068827806188;
   fWeightMatrix1to2[13][13] = -1.36546289857757;
   fWeightMatrix1to2[14][13] = 0.452923569741627;
   fWeightMatrix1to2[15][13] = -0.279699489800985;
   fWeightMatrix1to2[16][13] = -1.78263229570555;
   fWeightMatrix1to2[17][13] = 2.15946965776583;
   fWeightMatrix1to2[18][13] = -1.41151343492744;
   fWeightMatrix1to2[19][13] = -4.68578974275394;
   fWeightMatrix1to2[20][13] = 0.477327375416072;
   fWeightMatrix1to2[21][13] = 0.0540043700829411;
   fWeightMatrix1to2[22][13] = -1.45219502915579;
   fWeightMatrix1to2[23][13] = 0.859772297749006;
   fWeightMatrix1to2[24][13] = -1.19579455451139;
   fWeightMatrix1to2[25][13] = -0.524857985143909;
   fWeightMatrix1to2[26][13] = -3.31117544548504;
   fWeightMatrix1to2[27][13] = -7.39743915981131;
   fWeightMatrix1to2[28][13] = -0.978744559782445;
   fWeightMatrix1to2[29][13] = -0.457755219755178;
   fWeightMatrix1to2[0][14] = 0.488826324531267;
   fWeightMatrix1to2[1][14] = -0.673543684384391;
   fWeightMatrix1to2[2][14] = -0.228529439308374;
   fWeightMatrix1to2[3][14] = -0.490073461187066;
   fWeightMatrix1to2[4][14] = -0.812142422189372;
   fWeightMatrix1to2[5][14] = -1.00163523919029;
   fWeightMatrix1to2[6][14] = -0.783309546356493;
   fWeightMatrix1to2[7][14] = -1.50061101517328;
   fWeightMatrix1to2[8][14] = 0.213541006635171;
   fWeightMatrix1to2[9][14] = -3.22333194579761;
   fWeightMatrix1to2[10][14] = -0.0199576171759145;
   fWeightMatrix1to2[11][14] = 1.0193892224361;
   fWeightMatrix1to2[12][14] = 0.320663352376821;
   fWeightMatrix1to2[13][14] = -2.57058367459417;
   fWeightMatrix1to2[14][14] = -0.860452249545849;
   fWeightMatrix1to2[15][14] = -0.332363007461632;
   fWeightMatrix1to2[16][14] = 0.849824915663549;
   fWeightMatrix1to2[17][14] = 1.90877919376511;
   fWeightMatrix1to2[18][14] = 1.38645465197296;
   fWeightMatrix1to2[19][14] = -1.88463213491988;
   fWeightMatrix1to2[20][14] = -0.788377134233674;
   fWeightMatrix1to2[21][14] = -0.219806953853959;
   fWeightMatrix1to2[22][14] = -1.02791952368313;
   fWeightMatrix1to2[23][14] = -1.16601062563449;
   fWeightMatrix1to2[24][14] = 0.956249186225935;
   fWeightMatrix1to2[25][14] = -1.73368695668182;
   fWeightMatrix1to2[26][14] = 2.2340030924236;
   fWeightMatrix1to2[27][14] = -0.214218349262216;
   fWeightMatrix1to2[28][14] = -0.312329075276437;
   fWeightMatrix1to2[29][14] = -0.767472715483088;
   fWeightMatrix1to2[0][15] = -0.567413930145186;
   fWeightMatrix1to2[1][15] = 0.706586232869122;
   fWeightMatrix1to2[2][15] = 0.128319211950357;
   fWeightMatrix1to2[3][15] = -0.0849322323523465;
   fWeightMatrix1to2[4][15] = -1.34839659323685;
   fWeightMatrix1to2[5][15] = 0.173186831858737;
   fWeightMatrix1to2[6][15] = -1.06162272793503;
   fWeightMatrix1to2[7][15] = -0.12784468965978;
   fWeightMatrix1to2[8][15] = 0.0139420477880755;
   fWeightMatrix1to2[9][15] = -0.848678433919514;
   fWeightMatrix1to2[10][15] = 4.30750027586204;
   fWeightMatrix1to2[11][15] = 0.541353320395101;
   fWeightMatrix1to2[12][15] = 0.0604922445711679;
   fWeightMatrix1to2[13][15] = 0.0750585501914511;
   fWeightMatrix1to2[14][15] = -0.362541741698466;
   fWeightMatrix1to2[15][15] = -2.24324511571303;
   fWeightMatrix1to2[16][15] = -0.539854927280074;
   fWeightMatrix1to2[17][15] = -0.340621784183443;
   fWeightMatrix1to2[18][15] = -0.226586304485584;
   fWeightMatrix1to2[19][15] = -4.25938959927251;
   fWeightMatrix1to2[20][15] = 1.06006592224513;
   fWeightMatrix1to2[21][15] = 0.115556452240968;
   fWeightMatrix1to2[22][15] = 0.713491859355777;
   fWeightMatrix1to2[23][15] = 0.449326185819798;
   fWeightMatrix1to2[24][15] = -0.421595590803048;
   fWeightMatrix1to2[25][15] = 1.0474717081423;
   fWeightMatrix1to2[26][15] = -1.06416592016699;
   fWeightMatrix1to2[27][15] = -0.764862248058728;
   fWeightMatrix1to2[28][15] = -0.173690374351407;
   fWeightMatrix1to2[29][15] = -0.324840559718515;
   fWeightMatrix1to2[0][16] = 1.89867600964918;
   fWeightMatrix1to2[1][16] = 0.340876090886057;
   fWeightMatrix1to2[2][16] = -0.587717438511608;
   fWeightMatrix1to2[3][16] = -0.273683645346901;
   fWeightMatrix1to2[4][16] = -0.470063742051198;
   fWeightMatrix1to2[5][16] = 0.157510386573703;
   fWeightMatrix1to2[6][16] = 1.05328048837113;
   fWeightMatrix1to2[7][16] = -0.231983075560134;
   fWeightMatrix1to2[8][16] = -0.0627443943973618;
   fWeightMatrix1to2[9][16] = -1.65035836301421;
   fWeightMatrix1to2[10][16] = -0.89219140541136;
   fWeightMatrix1to2[11][16] = 0.452046907749845;
   fWeightMatrix1to2[12][16] = -0.11354164249194;
   fWeightMatrix1to2[13][16] = -1.27236898943113;
   fWeightMatrix1to2[14][16] = 0.323771240584542;
   fWeightMatrix1to2[15][16] = 2.26438124830346;
   fWeightMatrix1to2[16][16] = -0.471492483010794;
   fWeightMatrix1to2[17][16] = -0.331387091389431;
   fWeightMatrix1to2[18][16] = -0.831297155906504;
   fWeightMatrix1to2[19][16] = -1.12728866846848;
   fWeightMatrix1to2[20][16] = 0.415308233925833;
   fWeightMatrix1to2[21][16] = 0.543007084389094;
   fWeightMatrix1to2[22][16] = 1.01746955573503;
   fWeightMatrix1to2[23][16] = -0.0370463213792129;
   fWeightMatrix1to2[24][16] = 0.419453168468758;
   fWeightMatrix1to2[25][16] = 1.58975696999254;
   fWeightMatrix1to2[26][16] = -0.278624194845025;
   fWeightMatrix1to2[27][16] = -1.07738469016334;
   fWeightMatrix1to2[28][16] = -0.304904566291794;
   fWeightMatrix1to2[29][16] = -0.412234258519177;
   fWeightMatrix1to2[0][17] = -0.240324627557618;
   fWeightMatrix1to2[1][17] = -2.2503510263756;
   fWeightMatrix1to2[2][17] = 0.0420183989327192;
   fWeightMatrix1to2[3][17] = -0.846390172416865;
   fWeightMatrix1to2[4][17] = -0.243967513991074;
   fWeightMatrix1to2[5][17] = -0.227843594844407;
   fWeightMatrix1to2[6][17] = 0.292954101789337;
   fWeightMatrix1to2[7][17] = -0.0809238044417758;
   fWeightMatrix1to2[8][17] = -0.0265377007912972;
   fWeightMatrix1to2[9][17] = 0.170242230781137;
   fWeightMatrix1to2[10][17] = 0.505591268837068;
   fWeightMatrix1to2[11][17] = -0.264593694410143;
   fWeightMatrix1to2[12][17] = -0.160043960233192;
   fWeightMatrix1to2[13][17] = 0.254409938328585;
   fWeightMatrix1to2[14][17] = 0.348543462004184;
   fWeightMatrix1to2[15][17] = 0.983850506554653;
   fWeightMatrix1to2[16][17] = 0.740412550048841;
   fWeightMatrix1to2[17][17] = 3.34586595913415;
   fWeightMatrix1to2[18][17] = 5.53188915013046;
   fWeightMatrix1to2[19][17] = 0.138826880323498;
   fWeightMatrix1to2[20][17] = 6.32541449021317;
   fWeightMatrix1to2[21][17] = -0.215342120021259;
   fWeightMatrix1to2[22][17] = 1.10109833383207;
   fWeightMatrix1to2[23][17] = 0.0117558166919185;
   fWeightMatrix1to2[24][17] = -0.49794145079006;
   fWeightMatrix1to2[25][17] = -0.222859130858055;
   fWeightMatrix1to2[26][17] = -0.0716848475165744;
   fWeightMatrix1to2[27][17] = 0.197017584555434;
   fWeightMatrix1to2[28][17] = 0.319726946473432;
   fWeightMatrix1to2[29][17] = -0.0148089674047148;
   fWeightMatrix1to2[0][18] = -2.48102420704013;
   fWeightMatrix1to2[1][18] = -0.729769595101149;
   fWeightMatrix1to2[2][18] = 0.583998679248427;
   fWeightMatrix1to2[3][18] = 1.34688135221451;
   fWeightMatrix1to2[4][18] = -0.360971983830643;
   fWeightMatrix1to2[5][18] = 0.080655818092718;
   fWeightMatrix1to2[6][18] = 0.228736317920212;
   fWeightMatrix1to2[7][18] = -0.0498224050548698;
   fWeightMatrix1to2[8][18] = 0.0985071808689035;
   fWeightMatrix1to2[9][18] = -0.0734116233991879;
   fWeightMatrix1to2[10][18] = -0.390435437084019;
   fWeightMatrix1to2[11][18] = -0.324043673656704;
   fWeightMatrix1to2[12][18] = -0.0717475511056724;
   fWeightMatrix1to2[13][18] = -0.427326567567368;
   fWeightMatrix1to2[14][18] = -0.070663455282065;
   fWeightMatrix1to2[15][18] = 0.235726259281072;
   fWeightMatrix1to2[16][18] = -0.224844368168416;
   fWeightMatrix1to2[17][18] = 1.13381487601467;
   fWeightMatrix1to2[18][18] = -0.269523962024413;
   fWeightMatrix1to2[19][18] = -6.55207394924744;
   fWeightMatrix1to2[20][18] = -2.31390106138161;
   fWeightMatrix1to2[21][18] = 0.0273761421829965;
   fWeightMatrix1to2[22][18] = -0.945801295761821;
   fWeightMatrix1to2[23][18] = -0.177699634474694;
   fWeightMatrix1to2[24][18] = -2.16391180539062;
   fWeightMatrix1to2[25][18] = 0.0217565859449118;
   fWeightMatrix1to2[26][18] = 0.0442691353496537;
   fWeightMatrix1to2[27][18] = 0.0319603031099979;
   fWeightMatrix1to2[28][18] = -0.248858997441208;
   fWeightMatrix1to2[29][18] = -0.332350258238365;
   fWeightMatrix1to2[0][19] = 0.281578085741243;
   fWeightMatrix1to2[1][19] = 1.35293267397021;
   fWeightMatrix1to2[2][19] = -0.713612382151555;
   fWeightMatrix1to2[3][19] = -0.208236343343067;
   fWeightMatrix1to2[4][19] = 0.608479641045432;
   fWeightMatrix1to2[5][19] = 0.465955209166443;
   fWeightMatrix1to2[6][19] = -1.3364935910153;
   fWeightMatrix1to2[7][19] = 0.00158430005965997;
   fWeightMatrix1to2[8][19] = 0.0126005456715095;
   fWeightMatrix1to2[9][19] = 0.33832248154578;
   fWeightMatrix1to2[10][19] = -0.904791660288823;
   fWeightMatrix1to2[11][19] = 0.08525033461249;
   fWeightMatrix1to2[12][19] = 0.233366136874279;
   fWeightMatrix1to2[13][19] = -1.26433077008964;
   fWeightMatrix1to2[14][19] = 2.83507159743824;
   fWeightMatrix1to2[15][19] = -1.35134101055783;
   fWeightMatrix1to2[16][19] = -3.07049989318571;
   fWeightMatrix1to2[17][19] = -2.22739294707243;
   fWeightMatrix1to2[18][19] = -1.13393488170541;
   fWeightMatrix1to2[19][19] = 0.00588092245253635;
   fWeightMatrix1to2[20][19] = 1.10253176037;
   fWeightMatrix1to2[21][19] = -0.25865552474492;
   fWeightMatrix1to2[22][19] = -0.914198045528031;
   fWeightMatrix1to2[23][19] = 0.0113442404107566;
   fWeightMatrix1to2[24][19] = -1.92916199038538;
   fWeightMatrix1to2[25][19] = -0.454307873213404;
   fWeightMatrix1to2[26][19] = 0.710461296484006;
   fWeightMatrix1to2[27][19] = -0.200669845972081;
   fWeightMatrix1to2[28][19] = 0.182811688832836;
   fWeightMatrix1to2[29][19] = -0.708949630805105;
   fWeightMatrix1to2[0][20] = 1.60514378210299;
   fWeightMatrix1to2[1][20] = 6.33389644542063;
   fWeightMatrix1to2[2][20] = -0.0936965817045078;
   fWeightMatrix1to2[3][20] = -0.591349818383065;
   fWeightMatrix1to2[4][20] = -1.63121540381943;
   fWeightMatrix1to2[5][20] = 0.0970014766915265;
   fWeightMatrix1to2[6][20] = 0.081196802661162;
   fWeightMatrix1to2[7][20] = -0.146749044543008;
   fWeightMatrix1to2[8][20] = -0.144651074245785;
   fWeightMatrix1to2[9][20] = -4.20038682057531;
   fWeightMatrix1to2[10][20] = 1.82560172608445;
   fWeightMatrix1to2[11][20] = -0.67887760157208;
   fWeightMatrix1to2[12][20] = -0.404682098504775;
   fWeightMatrix1to2[13][20] = 1.23781562924098;
   fWeightMatrix1to2[14][20] = 2.46221102275185;
   fWeightMatrix1to2[15][20] = -2.42416834562399;
   fWeightMatrix1to2[16][20] = 0.70038297790711;
   fWeightMatrix1to2[17][20] = -0.389313831980305;
   fWeightMatrix1to2[18][20] = -3.16088170172581;
   fWeightMatrix1to2[19][20] = 0.485167888432936;
   fWeightMatrix1to2[20][20] = 1.78563352524651;
   fWeightMatrix1to2[21][20] = 0.019228314715968;
   fWeightMatrix1to2[22][20] = 1.38253320577237;
   fWeightMatrix1to2[23][20] = -0.151532259900409;
   fWeightMatrix1to2[24][20] = 1.01546827098456;
   fWeightMatrix1to2[25][20] = 0.901632907199576;
   fWeightMatrix1to2[26][20] = 0.102282197007014;
   fWeightMatrix1to2[27][20] = -0.976446059681189;
   fWeightMatrix1to2[28][20] = 0.0465836347696056;
   fWeightMatrix1to2[29][20] = -0.206907707555337;
   fWeightMatrix1to2[0][21] = 0.629795006613442;
   fWeightMatrix1to2[1][21] = 0.237924345733174;
   fWeightMatrix1to2[2][21] = 0.362224870739137;
   fWeightMatrix1to2[3][21] = 1.8694562420077;
   fWeightMatrix1to2[4][21] = -5.37170995687328;
   fWeightMatrix1to2[5][21] = -0.207859161315399;
   fWeightMatrix1to2[6][21] = -0.786601217190573;
   fWeightMatrix1to2[7][21] = -0.0707364836901027;
   fWeightMatrix1to2[8][21] = 0.184712174256092;
   fWeightMatrix1to2[9][21] = 1.70385836130797;
   fWeightMatrix1to2[10][21] = -0.344777321086643;
   fWeightMatrix1to2[11][21] = -0.329951277386499;
   fWeightMatrix1to2[12][21] = 0.413144265248616;
   fWeightMatrix1to2[13][21] = 1.09711279202078;
   fWeightMatrix1to2[14][21] = 0.0476331633982325;
   fWeightMatrix1to2[15][21] = -2.06402326295692;
   fWeightMatrix1to2[16][21] = 2.21500853898361;
   fWeightMatrix1to2[17][21] = 1.16686245387664;
   fWeightMatrix1to2[18][21] = 0.191349945119178;
   fWeightMatrix1to2[19][21] = 6.551113732836;
   fWeightMatrix1to2[20][21] = 1.09294642907668;
   fWeightMatrix1to2[21][21] = 0.931196511478373;
   fWeightMatrix1to2[22][21] = 2.77046957699374;
   fWeightMatrix1to2[23][21] = -0.305398017053452;
   fWeightMatrix1to2[24][21] = 0.617299165934675;
   fWeightMatrix1to2[25][21] = 2.50215767988844;
   fWeightMatrix1to2[26][21] = -0.00673963026506087;
   fWeightMatrix1to2[27][21] = 0.147106512381596;
   fWeightMatrix1to2[28][21] = -0.0564586182324818;
   fWeightMatrix1to2[29][21] = 0.424554154858655;
   fWeightMatrix1to2[0][22] = 0.805547937932343;
   fWeightMatrix1to2[1][22] = 0.995864218891903;
   fWeightMatrix1to2[2][22] = 0.177722326918908;
   fWeightMatrix1to2[3][22] = -1.01715953117688;
   fWeightMatrix1to2[4][22] = 0.439820117741518;
   fWeightMatrix1to2[5][22] = 0.253135025647284;
   fWeightMatrix1to2[6][22] = -0.185493702080667;
   fWeightMatrix1to2[7][22] = -0.158951362604847;
   fWeightMatrix1to2[8][22] = 0.043383079132308;
   fWeightMatrix1to2[9][22] = -3.31313902007803;
   fWeightMatrix1to2[10][22] = 0.94046866599574;
   fWeightMatrix1to2[11][22] = -0.0724435017058816;
   fWeightMatrix1to2[12][22] = 0.0414619132390312;
   fWeightMatrix1to2[13][22] = -0.335552037346845;
   fWeightMatrix1to2[14][22] = -0.876837994946923;
   fWeightMatrix1to2[15][22] = 0.723124602660537;
   fWeightMatrix1to2[16][22] = -0.834766549045427;
   fWeightMatrix1to2[17][22] = 0.0779905913568024;
   fWeightMatrix1to2[18][22] = -0.350186280338823;
   fWeightMatrix1to2[19][22] = -0.926355164836639;
   fWeightMatrix1to2[20][22] = 0.709781899903931;
   fWeightMatrix1to2[21][22] = 0.135911562791204;
   fWeightMatrix1to2[22][22] = -0.656914836305846;
   fWeightMatrix1to2[23][22] = 0.0510144505124979;
   fWeightMatrix1to2[24][22] = -0.643291197968983;
   fWeightMatrix1to2[25][22] = 0.386534116023017;
   fWeightMatrix1to2[26][22] = -0.325800273683913;
   fWeightMatrix1to2[27][22] = 0.796939835284829;
   fWeightMatrix1to2[28][22] = 0.189358247484972;
   fWeightMatrix1to2[29][22] = -0.0645083656280559;
   fWeightMatrix1to2[0][23] = -1.70748681086816;
   fWeightMatrix1to2[1][23] = -2.76266675554646;
   fWeightMatrix1to2[2][23] = -0.72624911916909;
   fWeightMatrix1to2[3][23] = -2.09359661678446;
   fWeightMatrix1to2[4][23] = -1.08491298724581;
   fWeightMatrix1to2[5][23] = 1.22984794370384;
   fWeightMatrix1to2[6][23] = 1.79222667056385;
   fWeightMatrix1to2[7][23] = 0.282699722849902;
   fWeightMatrix1to2[8][23] = -0.782933290056063;
   fWeightMatrix1to2[9][23] = 0.356971845444256;
   fWeightMatrix1to2[10][23] = -0.502025647072691;
   fWeightMatrix1to2[11][23] = 1.85375415297869;
   fWeightMatrix1to2[12][23] = -1.04559567801379;
   fWeightMatrix1to2[13][23] = 0.397956960647353;
   fWeightMatrix1to2[14][23] = 1.31976786719716;
   fWeightMatrix1to2[15][23] = 0.687250794950409;
   fWeightMatrix1to2[16][23] = -1.11181477500542;
   fWeightMatrix1to2[17][23] = -0.599653810267974;
   fWeightMatrix1to2[18][23] = 2.45878562854417;
   fWeightMatrix1to2[19][23] = -1.54231821686903;
   fWeightMatrix1to2[20][23] = -1.15116503035457;
   fWeightMatrix1to2[21][23] = 1.77880521533502;
   fWeightMatrix1to2[22][23] = -0.942058860877906;
   fWeightMatrix1to2[23][23] = 1.15649382538008;
   fWeightMatrix1to2[24][23] = -3.98750674758738;
   fWeightMatrix1to2[25][23] = 1.52203655405172;
   fWeightMatrix1to2[26][23] = 0.363460098531649;
   fWeightMatrix1to2[27][23] = -3.23103856253155;
   fWeightMatrix1to2[28][23] = -1.34606894279949;
   fWeightMatrix1to2[29][23] = 0.328340465911942;
   fWeightMatrix1to2[0][24] = 0.574588215759267;
   fWeightMatrix1to2[1][24] = -0.440284003555851;
   fWeightMatrix1to2[2][24] = 0.134009485508616;
   fWeightMatrix1to2[3][24] = 6.33251673628075;
   fWeightMatrix1to2[4][24] = 0.838138009603736;
   fWeightMatrix1to2[5][24] = 0.24412953688222;
   fWeightMatrix1to2[6][24] = 0.00964389095745943;
   fWeightMatrix1to2[7][24] = 0.0797830634046525;
   fWeightMatrix1to2[8][24] = -0.0343420315934666;
   fWeightMatrix1to2[9][24] = -1.37046358184067;
   fWeightMatrix1to2[10][24] = -1.29805801287701;
   fWeightMatrix1to2[11][24] = 0.211075391739094;
   fWeightMatrix1to2[12][24] = -0.0653867091578465;
   fWeightMatrix1to2[13][24] = -0.218179594932299;
   fWeightMatrix1to2[14][24] = -5.45582028797749;
   fWeightMatrix1to2[15][24] = 0.225083367850838;
   fWeightMatrix1to2[16][24] = 7.78091058834683;
   fWeightMatrix1to2[17][24] = 1.38186903603536;
   fWeightMatrix1to2[18][24] = -0.574708095889272;
   fWeightMatrix1to2[19][24] = -0.410367234609131;
   fWeightMatrix1to2[20][24] = 8.14067353336615;
   fWeightMatrix1to2[21][24] = -0.448420322362049;
   fWeightMatrix1to2[22][24] = 3.2048860033683;
   fWeightMatrix1to2[23][24] = 0.42195020936366;
   fWeightMatrix1to2[24][24] = 0.965687645611945;
   fWeightMatrix1to2[25][24] = 0.139078427785278;
   fWeightMatrix1to2[26][24] = 0.133080924696487;
   fWeightMatrix1to2[27][24] = 0.299262828243526;
   fWeightMatrix1to2[28][24] = -0.267908210067348;
   fWeightMatrix1to2[29][24] = -0.377115016074078;
   fWeightMatrix1to2[0][25] = 0.232064647499112;
   fWeightMatrix1to2[1][25] = 0.573373281854971;
   fWeightMatrix1to2[2][25] = -0.408048149854778;
   fWeightMatrix1to2[3][25] = -3.00350283168547;
   fWeightMatrix1to2[4][25] = 1.63856456555789;
   fWeightMatrix1to2[5][25] = -0.911064605710635;
   fWeightMatrix1to2[6][25] = -0.570105729952177;
   fWeightMatrix1to2[7][25] = -0.980491119899079;
   fWeightMatrix1to2[8][25] = -0.101940270729291;
   fWeightMatrix1to2[9][25] = -0.57609545080065;
   fWeightMatrix1to2[10][25] = 0.108203775386094;
   fWeightMatrix1to2[11][25] = 1.37274882948836;
   fWeightMatrix1to2[12][25] = 0.136301624106885;
   fWeightMatrix1to2[13][25] = -2.29928147531088;
   fWeightMatrix1to2[14][25] = 0.831222126553715;
   fWeightMatrix1to2[15][25] = -3.91758469989361;
   fWeightMatrix1to2[16][25] = 0.902026843284659;
   fWeightMatrix1to2[17][25] = -0.597495271862123;
   fWeightMatrix1to2[18][25] = -0.68063104390725;
   fWeightMatrix1to2[19][25] = -0.0120713220607783;
   fWeightMatrix1to2[20][25] = 0.569121687158543;
   fWeightMatrix1to2[21][25] = -0.90894962796575;
   fWeightMatrix1to2[22][25] = 0.119500307438257;
   fWeightMatrix1to2[23][25] = -0.0646752887777146;
   fWeightMatrix1to2[24][25] = 2.09737836889953;
   fWeightMatrix1to2[25][25] = -1.72070530785988;
   fWeightMatrix1to2[26][25] = 0.829861926502475;
   fWeightMatrix1to2[27][25] = -1.15295840120366;
   fWeightMatrix1to2[28][25] = -0.0403308567609492;
   fWeightMatrix1to2[29][25] = 0.357472981304173;
   fWeightMatrix1to2[0][26] = -4.67571199740392;
   fWeightMatrix1to2[1][26] = 2.22999777937333;
   fWeightMatrix1to2[2][26] = -0.151291962904009;
   fWeightMatrix1to2[3][26] = -0.487879090931613;
   fWeightMatrix1to2[4][26] = -0.533862994929601;
   fWeightMatrix1to2[5][26] = -0.0989503564055666;
   fWeightMatrix1to2[6][26] = -0.122376026705849;
   fWeightMatrix1to2[7][26] = 0.449664096693797;
   fWeightMatrix1to2[8][26] = -0.0136231342695212;
   fWeightMatrix1to2[9][26] = -0.093205743593887;
   fWeightMatrix1to2[10][26] = 0.48727747646158;
   fWeightMatrix1to2[11][26] = -0.0542949680084593;
   fWeightMatrix1to2[12][26] = -0.183995315085773;
   fWeightMatrix1to2[13][26] = -0.191916476188024;
   fWeightMatrix1to2[14][26] = -0.307993784833308;
   fWeightMatrix1to2[15][26] = -0.024806679113419;
   fWeightMatrix1to2[16][26] = -0.214925062583028;
   fWeightMatrix1to2[17][26] = -1.50775470894285;
   fWeightMatrix1to2[18][26] = -0.807044987648832;
   fWeightMatrix1to2[19][26] = 0.613128405094332;
   fWeightMatrix1to2[20][26] = 0.757640992691834;
   fWeightMatrix1to2[21][26] = -0.189820038570567;
   fWeightMatrix1to2[22][26] = 0.348751279860224;
   fWeightMatrix1to2[23][26] = 0.084978872548065;
   fWeightMatrix1to2[24][26] = -1.18822513211797;
   fWeightMatrix1to2[25][26] = 0.31798494129954;
   fWeightMatrix1to2[26][26] = 0.510947323445396;
   fWeightMatrix1to2[27][26] = -0.493775583114781;
   fWeightMatrix1to2[28][26] = 0.113627997444138;
   fWeightMatrix1to2[29][26] = 0.354456917314456;
   fWeightMatrix1to2[0][27] = -0.635890312331551;
   fWeightMatrix1to2[1][27] = -0.610063195505005;
   fWeightMatrix1to2[2][27] = -0.144334511579069;
   fWeightMatrix1to2[3][27] = 0.484250536966871;
   fWeightMatrix1to2[4][27] = -1.52727792784608;
   fWeightMatrix1to2[5][27] = -0.234592172496315;
   fWeightMatrix1to2[6][27] = 0.226272291249524;
   fWeightMatrix1to2[7][27] = -0.0155771652558501;
   fWeightMatrix1to2[8][27] = 0.162284033768782;
   fWeightMatrix1to2[9][27] = -0.210896978523457;
   fWeightMatrix1to2[10][27] = 0.161840348709957;
   fWeightMatrix1to2[11][27] = -0.00853182535566717;
   fWeightMatrix1to2[12][27] = 0.109881481074391;
   fWeightMatrix1to2[13][27] = 0.499525796451781;
   fWeightMatrix1to2[14][27] = -0.559371522791688;
   fWeightMatrix1to2[15][27] = 0.128541236020939;
   fWeightMatrix1to2[16][27] = -0.247587461203618;
   fWeightMatrix1to2[17][27] = 1.0935127499344;
   fWeightMatrix1to2[18][27] = -0.0128144182151192;
   fWeightMatrix1to2[19][27] = 0.123998528200459;
   fWeightMatrix1to2[20][27] = -2.01645484931016;
   fWeightMatrix1to2[21][27] = -0.17540471036315;
   fWeightMatrix1to2[22][27] = 1.45529181681187;
   fWeightMatrix1to2[23][27] = -0.0142104912091394;
   fWeightMatrix1to2[24][27] = -0.308847579169764;
   fWeightMatrix1to2[25][27] = 0.0304385740716169;
   fWeightMatrix1to2[26][27] = -0.50626445046786;
   fWeightMatrix1to2[27][27] = -0.211178428014309;
   fWeightMatrix1to2[28][27] = 0.024037824615004;
   fWeightMatrix1to2[29][27] = 0.0718400699685889;
   fWeightMatrix1to2[0][28] = 2.04786319599386;
   fWeightMatrix1to2[1][28] = -0.73160999487508;
   fWeightMatrix1to2[2][28] = 0.94581910658468;
   fWeightMatrix1to2[3][28] = -0.115873131451716;
   fWeightMatrix1to2[4][28] = 0.459090021589732;
   fWeightMatrix1to2[5][28] = 0.466433626621447;
   fWeightMatrix1to2[6][28] = -1.2817295866725;
   fWeightMatrix1to2[7][28] = 1.07960620961857;
   fWeightMatrix1to2[8][28] = 0.19202081710047;
   fWeightMatrix1to2[9][28] = 1.76907943841881;
   fWeightMatrix1to2[10][28] = -0.250171325995122;
   fWeightMatrix1to2[11][28] = -0.489234587832988;
   fWeightMatrix1to2[12][28] = 0.345624432317919;
   fWeightMatrix1to2[13][28] = 0.123367130671756;
   fWeightMatrix1to2[14][28] = -1.02985213095305;
   fWeightMatrix1to2[15][28] = -0.523734176998913;
   fWeightMatrix1to2[16][28] = 1.94550441817043;
   fWeightMatrix1to2[17][28] = 0.0267119852093366;
   fWeightMatrix1to2[18][28] = 2.58918361660398;
   fWeightMatrix1to2[19][28] = 2.00105935614409;
   fWeightMatrix1to2[20][28] = -1.86486073830839;
   fWeightMatrix1to2[21][28] = -0.903071014854138;
   fWeightMatrix1to2[22][28] = -1.18594367821304;
   fWeightMatrix1to2[23][28] = 0.255392355133605;
   fWeightMatrix1to2[24][28] = 0.753500341087352;
   fWeightMatrix1to2[25][28] = 0.241880958540862;
   fWeightMatrix1to2[26][28] = 0.0884807567466177;
   fWeightMatrix1to2[27][28] = 0.14631109309661;
   fWeightMatrix1to2[28][28] = -0.332351074162973;
   fWeightMatrix1to2[29][28] = 0.0521595181727667;
   fWeightMatrix1to2[0][29] = -0.489718317410527;
   fWeightMatrix1to2[1][29] = 0.358003470441393;
   fWeightMatrix1to2[2][29] = -0.30386377259541;
   fWeightMatrix1to2[3][29] = 3.45755746000376;
   fWeightMatrix1to2[4][29] = 1.01631615665478;
   fWeightMatrix1to2[5][29] = -0.500983695731323;
   fWeightMatrix1to2[6][29] = 1.01957339154447;
   fWeightMatrix1to2[7][29] = -0.0691634521323688;
   fWeightMatrix1to2[8][29] = -0.307116506547779;
   fWeightMatrix1to2[9][29] = 0.0944637106404615;
   fWeightMatrix1to2[10][29] = -0.0614262514165437;
   fWeightMatrix1to2[11][29] = -0.486668562524999;
   fWeightMatrix1to2[12][29] = -0.124033711737731;
   fWeightMatrix1to2[13][29] = 0.0164090109377061;
   fWeightMatrix1to2[14][29] = 0.513725556550507;
   fWeightMatrix1to2[15][29] = 0.791836412711288;
   fWeightMatrix1to2[16][29] = -0.712103347276811;
   fWeightMatrix1to2[17][29] = 1.26789444203647;
   fWeightMatrix1to2[18][29] = 0.329320706516232;
   fWeightMatrix1to2[19][29] = -2.31048789813203;
   fWeightMatrix1to2[20][29] = -2.61118979840578;
   fWeightMatrix1to2[21][29] = 0.0633440059516791;
   fWeightMatrix1to2[22][29] = -0.737566527007057;
   fWeightMatrix1to2[23][29] = -0.413057842941337;
   fWeightMatrix1to2[24][29] = -1.947214463762;
   fWeightMatrix1to2[25][29] = 0.202354846769298;
   fWeightMatrix1to2[26][29] = 0.864953234013775;
   fWeightMatrix1to2[27][29] = 0.57937434084956;
   fWeightMatrix1to2[28][29] = 0.151740541691573;
   fWeightMatrix1to2[29][29] = 0.189232614740224;
   fWeightMatrix1to2[0][30] = -2.29066367780297;
   fWeightMatrix1to2[1][30] = 1.81547636132243;
   fWeightMatrix1to2[2][30] = -1.36271986368674;
   fWeightMatrix1to2[3][30] = 2.28023913865998;
   fWeightMatrix1to2[4][30] = 1.44703520867079;
   fWeightMatrix1to2[5][30] = 0.872158578298862;
   fWeightMatrix1to2[6][30] = 2.30963739368795;
   fWeightMatrix1to2[7][30] = -0.554785074184175;
   fWeightMatrix1to2[8][30] = 0.123640571000055;
   fWeightMatrix1to2[9][30] = -1.65129442563559;
   fWeightMatrix1to2[10][30] = 1.63988422949964;
   fWeightMatrix1to2[11][30] = 0.230470349757439;
   fWeightMatrix1to2[12][30] = -0.501624581661716;
   fWeightMatrix1to2[13][30] = -0.0886291234677396;
   fWeightMatrix1to2[14][30] = 0.788413198154436;
   fWeightMatrix1to2[15][30] = -2.91972411417227;
   fWeightMatrix1to2[16][30] = -2.17739881434713;
   fWeightMatrix1to2[17][30] = 1.59105874843059;
   fWeightMatrix1to2[18][30] = -1.03577017178382;
   fWeightMatrix1to2[19][30] = -1.03245334782139;
   fWeightMatrix1to2[20][30] = -0.320306214164988;
   fWeightMatrix1to2[21][30] = 1.21204694545353;
   fWeightMatrix1to2[22][30] = 3.20235304386258;
   fWeightMatrix1to2[23][30] = 1.27477609263954;
   fWeightMatrix1to2[24][30] = 1.0062042214517;
   fWeightMatrix1to2[25][30] = -2.26052854967449;
   fWeightMatrix1to2[26][30] = -0.0687611347014006;
   fWeightMatrix1to2[27][30] = 1.01263276820254;
   fWeightMatrix1to2[28][30] = -1.19062174489984;
   fWeightMatrix1to2[29][30] = -1.6598755132786;
   // weight matrix from layer 2 to 3
   fWeightMatrix2to3[0][0] = -0.252312622435526;
   fWeightMatrix2to3[0][1] = 0.52829404313965;
   fWeightMatrix2to3[0][2] = 0.610922846313021;
   fWeightMatrix2to3[0][3] = -0.147262518733111;
   fWeightMatrix2to3[0][4] = 0.394188076779742;
   fWeightMatrix2to3[0][5] = 0.578740422140948;
   fWeightMatrix2to3[0][6] = 0.620662949916762;
   fWeightMatrix2to3[0][7] = 0.620280965503937;
   fWeightMatrix2to3[0][8] = -0.572732328648634;
   fWeightMatrix2to3[0][9] = -0.319629536113775;
   fWeightMatrix2to3[0][10] = 0.303556514862536;
   fWeightMatrix2to3[0][11] = 0.966665148698776;
   fWeightMatrix2to3[0][12] = 0.329405066591146;
   fWeightMatrix2to3[0][13] = -0.375257007623752;
   fWeightMatrix2to3[0][14] = 0.31842919351222;
   fWeightMatrix2to3[0][15] = -0.650428551120278;
   fWeightMatrix2to3[0][16] = -0.277786154672737;
   fWeightMatrix2to3[0][17] = -0.361559344788676;
   fWeightMatrix2to3[0][18] = -0.373919087743094;
   fWeightMatrix2to3[0][19] = -0.204965598730332;
   fWeightMatrix2to3[0][20] = -0.612827631779078;
   fWeightMatrix2to3[0][21] = -0.44514342616225;
   fWeightMatrix2to3[0][22] = -0.362624099262463;
   fWeightMatrix2to3[0][23] = -0.565917686888062;
   fWeightMatrix2to3[0][24] = -0.270506104666293;
   fWeightMatrix2to3[0][25] = 1.06068958125517;
   fWeightMatrix2to3[0][26] = -0.697473220830214;
   fWeightMatrix2to3[0][27] = -1.15423573514597;
   fWeightMatrix2to3[0][28] = 0.6426914754245;
   fWeightMatrix2to3[0][29] = 0.461390684055079;
   fWeightMatrix2to3[0][30] = 1.76550921001771;
}

inline double ReadGhost_Upstream_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;
   }

   std::array<double, 20> fWeights0 {{}};
   std::array<double, 31> fWeights1 {{}};
   std::array<double, 31> fWeights2 {{}};
   std::array<double, 1> fWeights3 {{}};
   fWeights0.back() = 1.;
   fWeights1.back() = 1.;
   fWeights2.back() = 1.;

   for (int i=0; i<fLayerSize[0]-1; i++)
      fWeights0[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] * fWeights0[i];
         fWeights1[o] += inputVal;
      } // loop over i
      fWeights1[o] = ActivationFnc(fWeights1[o]);
   } // loop over o
   // layer 1 to 2
   for (int o=0; o<fLayerSize[2]-1; o++) {
      for (int i=0; i<fLayerSize[1]; i++) {
         double inputVal = fWeightMatrix1to2[o][i] * fWeights1[i];
         fWeights2[o] += inputVal;
      } // loop over i
      fWeights2[o] = ActivationFnc(fWeights2[o]);
   } // loop over o
   // layer 2 to 3
   for (int o=0; o<fLayerSize[3]; o++) {
      for (int i=0; i<fLayerSize[2]; i++) {
         double inputVal = fWeightMatrix2to3[o][i] * fWeights2[i];
         fWeights3[o] += inputVal;
      } // loop over i
      fWeights3[o] = OutputActivationFnc(fWeights3[o]);
   } // loop over o

   return fWeights3[0];
}

double ReadGhost_Upstream_TMVA::ActivationFnc(double x) const {
   // hyperbolic tan
   return tanh(x);
}
double ReadGhost_Upstream_TMVA::OutputActivationFnc(double x) const {
   // sigmoid
   return 1.0/(1.0+exp(-x));
}
   
// Clean up
inline void ReadGhost_Upstream_TMVA::Clear() 
{
}
   inline double ReadGhost_Upstream_TMVA::GetMvaValue( const std::vector<double>& inputValues ) const
   {
      // classifier response value
      double retval = 0;

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

      return retval;
   }

//_______________________________________________________________________
inline void ReadGhost_Upstream_TMVA::InitTransform_1()
{
   // Normalization transformation, initialisation
   fMin_1[0][0] = 280.019989014;
   fMax_1[0][0] = 4971438;
   fMin_1[1][0] = 297.380004883;
   fMax_1[1][0] = 4991124;
   fMin_1[2][0] = 280.019989014;
   fMax_1[2][0] = 4991124;
   fMin_1[0][1] = 16.7983722687;
   fMax_1[0][1] = 870243.8125;
   fMin_1[1][1] = 27.0418109894;
   fMax_1[1][1] = 939613.1875;
   fMin_1[2][1] = 16.7983722687;
   fMax_1[2][1] = 939613.1875;
   fMin_1[0][2] = 2.30470209317e-06;
   fMax_1[0][2] = 2.99997282028;
   fMin_1[1][2] = 3.34608157573e-05;
   fMax_1[1][2] = 2.99992012978;
   fMin_1[2][2] = 2.30470209317e-06;
   fMax_1[2][2] = 2.99997282028;
   fMin_1[0][3] = 2;
   fMax_1[0][3] = 41;
   fMin_1[1][3] = 2;
   fMax_1[1][3] = 43;
   fMin_1[2][3] = 2;
   fMax_1[2][3] = 43;
   fMin_1[0][4] = 0.00164437294006;
   fMax_1[0][4] = 0.999996840954;
   fMin_1[1][4] = 0.000735282897949;
   fMax_1[1][4] = 0.999542951584;
   fMin_1[2][4] = 0.000735282897949;
   fMax_1[2][4] = 0.999996840954;
   fMin_1[0][5] = 8.07177519269e-11;
   fMax_1[0][5] = 89.3801879883;
   fMin_1[1][5] = 1.28789229281e-10;
   fMax_1[1][5] = 104.966392517;
   fMin_1[2][5] = 8.07177519269e-11;
   fMax_1[2][5] = 104.966392517;
   fMin_1[0][6] = -1;
   fMax_1[0][6] = 37;
   fMin_1[1][6] = -1;
   fMax_1[1][6] = 39;
   fMin_1[2][6] = -1;
   fMax_1[2][6] = 39;
   fMin_1[0][7] = 0;
   fMax_1[0][7] = 1;
   fMin_1[1][7] = 0;
   fMax_1[1][7] = 1;
   fMin_1[2][7] = 0;
   fMax_1[2][7] = 1;
   fMin_1[0][8] = 0;
   fMax_1[0][8] = 1;
   fMin_1[1][8] = 0;
   fMax_1[1][8] = 1;
   fMin_1[2][8] = 0;
   fMax_1[2][8] = 1;
   fMin_1[0][9] = 0;
   fMax_1[0][9] = 1;
   fMin_1[1][9] = 0;
   fMax_1[1][9] = 1;
   fMin_1[2][9] = 0;
   fMax_1[2][9] = 1;
   fMin_1[0][10] = 0;
   fMax_1[0][10] = 1;
   fMin_1[1][10] = 0;
   fMax_1[1][10] = 1;
   fMin_1[2][10] = 0;
   fMax_1[2][10] = 1;
   fMin_1[0][11] = -999;
   fMax_1[0][11] = 86.3566970825;
   fMin_1[1][11] = -999;
   fMax_1[1][11] = 96.4469985962;
   fMin_1[2][11] = -999;
   fMax_1[2][11] = 96.4469985962;
   fMin_1[0][12] = -999;
   fMax_1[0][12] = 46.6044006348;
   fMin_1[1][12] = -999;
   fMax_1[1][12] = 73.0131988525;
   fMin_1[2][12] = -999;
   fMax_1[2][12] = 73.0131988525;
   fMin_1[0][13] = -999;
   fMax_1[0][13] = 56.4249992371;
   fMin_1[1][13] = -999;
   fMax_1[1][13] = 90.6621017456;
   fMin_1[2][13] = -999;
   fMax_1[2][13] = 90.6621017456;
   fMin_1[0][14] = -999;
   fMax_1[0][14] = 70.8992996216;
   fMin_1[1][14] = -999;
   fMax_1[1][14] = 71.2873001099;
   fMin_1[2][14] = -999;
   fMax_1[2][14] = 71.2873001099;
   fMin_1[0][15] = -999;
   fMax_1[0][15] = 44.8914985657;
   fMin_1[1][15] = -999;
   fMax_1[1][15] = 82.0015029907;
   fMin_1[2][15] = -999;
   fMax_1[2][15] = 82.0015029907;
   fMin_1[0][16] = -999;
   fMax_1[0][16] = 44.7405014038;
   fMin_1[1][16] = -999;
   fMax_1[1][16] = 45.6291007996;
   fMin_1[2][16] = -999;
   fMax_1[2][16] = 45.6291007996;
   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] = 4.79148387909;
   fMin_1[1][18] = -999;
   fMax_1[1][18] = 4.79148387909;
   fMin_1[2][18] = -999;
   fMax_1[2][18] = 4.79148387909;
}

//_______________________________________________________________________
inline void ReadGhost_Upstream_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 = 19;

   // get indices of used variables

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

   if ( indicesGet.empty() ) { 
      indicesGet.reserve(fNvars);
      indicesGet.push_back( 0);
      indicesGet.push_back( 1);
      indicesGet.push_back( 2);
      indicesGet.push_back( 3);
      indicesGet.push_back( 4);
      indicesGet.push_back( 5);
      indicesGet.push_back( 6);
      indicesGet.push_back( 7);
      indicesGet.push_back( 8);
      indicesGet.push_back( 9);
      indicesGet.push_back( 10);
      indicesGet.push_back( 11);
      indicesGet.push_back( 12);
      indicesGet.push_back( 13);
      indicesGet.push_back( 14);
      indicesGet.push_back( 15);
      indicesGet.push_back( 16);
      indicesGet.push_back( 17);
      indicesGet.push_back( 18);
   } 
   if ( indicesPut.empty() ) { 
      indicesPut.reserve(fNvars);
      indicesPut.push_back( 0);
      indicesPut.push_back( 1);
      indicesPut.push_back( 2);
      indicesPut.push_back( 3);
      indicesPut.push_back( 4);
      indicesPut.push_back( 5);
      indicesPut.push_back( 6);
      indicesPut.push_back( 7);
      indicesPut.push_back( 8);
      indicesPut.push_back( 9);
      indicesPut.push_back( 10);
      indicesPut.push_back( 11);
      indicesPut.push_back( 12);
      indicesPut.push_back( 13);
      indicesPut.push_back( 14);
      indicesPut.push_back( 15);
      indicesPut.push_back( 16);
      indicesPut.push_back( 17);
      indicesPut.push_back( 18);
   } 

   static std::vector<double> dv;
   dv.resize(nVar);
   for (int ivar=0; ivar<nVar; ivar++) dv[ivar] = iv[indicesGet.at(ivar)];
   for (int ivar=0;ivar<19;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 ReadGhost_Upstream_TMVA::InitTransform()
{
   InitTransform_1();
}

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