// Class: ReadKaon_Long_TMVA // Automatically generated by MethodBase::MakeClass // /* configuration options ===================================================== #GEN -*-*-*-*-*-*-*-*-*-*-*- general info -*-*-*-*-*-*-*-*-*-*-*- Method : MLP::Kaon_Long_TMVA TMVA Release : 4.1.4 [262404] ROOT Release : 5.34/05 [336389] Creator : jonrob Date : Wed Apr 10 19:39:54 2013 Host : Linux lxbuild175.cern.ch 2.6.18-308.4.1.el5 #1 SMP Wed Apr 18 16:26:27 CEST 2012 x86_64 x86_64 x86_64 GNU/Linux Dir : /afs/cern.ch/work/j/jonrob/www/ANNPID/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Kaon/Long Training events: 1000000 Analysis type : [Classification] #OPT -*-*-*-*-*-*-*-*-*-*-*-*- options -*-*-*-*-*-*-*-*-*-*-*-*- # Set by User: NCycles: "750" [Number of training cycles] HiddenLayers: "51" [Specification of hidden layer architecture] NeuronType: "tanh" [Neuron activation function type] EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood] V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)] VarTransform: "Norm" [List of variable transformations performed before training, e.g., "D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is assumed)"] H: "True" [Print method-specific help message] TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)] EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)] # Default: RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')] NeuronInputType: "sum" [Neuron input function type] VerbosityLevel: "Verbose" [Verbosity level] CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)] IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)] LearningRate: "2.000000e-02" [ANN learning rate parameter] DecayRate: "1.000000e-02" [Decay rate for learning parameter] TestRate: "10" [Test for overtraining performed at each #th epochs] Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch] SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training] SamplingImportance: "1.000000e+00" [ The sampling weights of events in epochs which successful (worse estimator than before) are multiplied with SamplingImportance, else they are divided.] SamplingTraining: "True" [The training sample is sampled] SamplingTesting: "False" [The testing sample is sampled] ResetStep: "50" [How often BFGS should reset history] Tau: "3.000000e+00" [LineSearch "size step"] BPMode: "sequential" [Back-propagation learning mode: sequential or batch] BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events] ConvergenceImprove: "1.000000e-30" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)] ConvergenceTests: "-1" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)] UseRegulator: "False" [Use regulator to avoid over-training] UpdateLimit: "10000" [Maximum times of regulator update] CalculateErrors: "False" [Calculates inverse Hessian matrix at the end of the training to be able to calculate the uncertainties of an MVA value] WeightRange: "1.000000e+00" [Take the events for the estimator calculations from small deviations from the desired value to large deviations only over the weight range] ## #VAR -*-*-*-*-*-*-*-*-*-*-*-* variables *-*-*-*-*-*-*-*-*-*-*-*- NVar 37 TrackP TrackP TrackP TrackP 'F' [1159.58996582,4943377] TrackPt TrackPt TrackPt TrackPt 'F' [1.29624128342,634796.25] TrackChi2PerDof TrackChi2PerDof TrackChi2PerDof TrackChi2PerDof 'F' [0.148644536734,2.99998402596] TrackNumDof TrackNumDof TrackNumDof TrackNumDof 'I' [7,53] TrackLikelihood TrackLikelihood TrackLikelihood TrackLikelihood 'F' [-99.9788513184,-0.175433561206] TrackGhostProbability TrackGhostProbability TrackGhostProbability TrackGhostProbability 'F' [-999,1] TrackFitMatchChi2 TrackFitMatchChi2 TrackFitMatchChi2 TrackFitMatchChi2 'F' [0.0225977953523,108.616737366] TrackCloneDist TrackCloneDist TrackCloneDist TrackCloneDist 'F' [-999,4999.86230469] TrackFitVeloChi2 TrackFitVeloChi2 TrackFitVeloChi2 TrackFitVeloChi2 'F' [7.11076427251e-05,103.772224426] TrackFitVeloNDoF TrackFitVeloNDoF TrackFitVeloNDoF TrackFitVeloNDoF 'I' [1,25] TrackFitTChi2 TrackFitTChi2 TrackFitTChi2 TrackFitTChi2 'F' [0.000427323015174,90.3509063721] TrackFitTNDoF TrackFitTNDoF TrackFitTNDoF TrackFitTNDoF 'I' [1,29] RichUsedAero RichUsedAero RichUsedAero RichUsedAero 'I' [0,1] RichUsedR1Gas RichUsedR1Gas RichUsedR1Gas RichUsedR1Gas 'I' [0,1] RichUsedR2Gas RichUsedR2Gas RichUsedR2Gas RichUsedR2Gas 'I' [0,1] RichAbovePiThres RichAbovePiThres RichAbovePiThres RichAbovePiThres 'I' [0,1] RichAboveKaThres RichAboveKaThres RichAboveKaThres RichAboveKaThres 'I' [0,1] RichAbovePrThres RichAbovePrThres RichAbovePrThres RichAbovePrThres 'I' [0,1] RichDLLe RichDLLe RichDLLe RichDLLe 'F' [-999,111.730102539] RichDLLmu RichDLLmu RichDLLmu RichDLLmu 'F' [-999,76.87840271] RichDLLk RichDLLk RichDLLk RichDLLk 'F' [-999,101.990898132] RichDLLp RichDLLp RichDLLp RichDLLp 'F' [-999,94.9334030151] RichDLLbt RichDLLbt RichDLLbt RichDLLbt 'F' [-999,64.6279983521] MuonBkgLL MuonBkgLL MuonBkgLL MuonBkgLL 'F' [-999,0.0234999991953] MuonMuLL MuonMuLL MuonMuLL MuonMuLL 'F' [-999,0] MuonIsMuon MuonIsMuon MuonIsMuon MuonIsMuon 'I' [0,1] MuonNShared MuonNShared MuonNShared MuonNShared 'I' [0,74] InAccMuon InAccMuon InAccMuon InAccMuon 'I' [0,1] MuonIsLooseMuon MuonIsLooseMuon MuonIsLooseMuon MuonIsLooseMuon 'I' [0,1] EcalPIDe EcalPIDe EcalPIDe EcalPIDe 'F' [-999,4.34127378464] EcalPIDmu EcalPIDmu EcalPIDmu EcalPIDmu 'F' [-999,2.15297603607] HcalPIDe HcalPIDe HcalPIDe HcalPIDe 'F' [-999,3.12796974182] HcalPIDmu HcalPIDmu HcalPIDmu HcalPIDmu 'F' [-999,2.87338900566] PrsPIDe PrsPIDe PrsPIDe PrsPIDe 'F' [-999,3.46313500404] InAccBrem InAccBrem InAccBrem InAccBrem 'I' [0,1] BremPIDe BremPIDe BremPIDe BremPIDe 'F' [-999,4.79148387909] VeloCharge VeloCharge VeloCharge VeloCharge 'F' [0.471910119057,4.62359571457] NSpec 0 ============================================================================ */ #include #include #include #include #ifndef IClassifierReader__def #define IClassifierReader__def class IClassifierReader { public: // constructor IClassifierReader() : fStatusIsClean( true ) {} virtual ~IClassifierReader() {} // return classifier response virtual double GetMvaValue( const std::vector& inputValues ) const = 0; // returns classifier status bool IsStatusClean() const { return fStatusIsClean; } protected: bool fStatusIsClean; }; #endif class ReadKaon_Long_TMVA : public IClassifierReader { public: // constructor ReadKaon_Long_TMVA( std::vector& theInputVars ) : IClassifierReader(), fClassName( "ReadKaon_Long_TMVA" ), fNvars( 37 ), fIsNormalised( false ) { // the training input variables const char* inputVars[] = { "TrackP", "TrackPt", "TrackChi2PerDof", "TrackNumDof", "TrackLikelihood", "TrackGhostProbability", "TrackFitMatchChi2", "TrackCloneDist", "TrackFitVeloChi2", "TrackFitVeloNDoF", "TrackFitTChi2", "TrackFitTNDoF", "RichUsedAero", "RichUsedR1Gas", "RichUsedR2Gas", "RichAbovePiThres", "RichAboveKaThres", "RichAbovePrThres", "RichDLLe", "RichDLLmu", "RichDLLk", "RichDLLp", "RichDLLbt", "MuonBkgLL", "MuonMuLL", "MuonIsMuon", "MuonNShared", "InAccMuon", "MuonIsLooseMuon", "EcalPIDe", "EcalPIDmu", "HcalPIDe", "HcalPIDmu", "PrsPIDe", "InAccBrem", "BremPIDe", "VeloCharge" }; // sanity checks if (theInputVars.size() <= 0) { std::cout << "Problem in class \"" << fClassName << "\": empty input vector" << std::endl; fStatusIsClean = false; } if (theInputVars.size() != fNvars) { std::cout << "Problem in class \"" << fClassName << "\": mismatch in number of input values: " << theInputVars.size() << " != " << fNvars << std::endl; fStatusIsClean = false; } // validate input variables for (size_t ivar = 0; ivar < theInputVars.size(); ivar++) { if (theInputVars[ivar] != inputVars[ivar]) { std::cout << "Problem in class \"" << fClassName << "\": mismatch in input variable names" << std::endl << " for variable [" << ivar << "]: " << theInputVars[ivar].c_str() << " != " << inputVars[ivar] << std::endl; fStatusIsClean = false; } } // initialize min and max vectors (for normalisation) fVmin[0] = -1; fVmax[0] = 1; fVmin[1] = -1; fVmax[1] = 1; fVmin[2] = -1; fVmax[2] = 1; fVmin[3] = -1; fVmax[3] = 1; fVmin[4] = -1; fVmax[4] = 0.99999988079071; fVmin[5] = -1; fVmax[5] = 1; fVmin[6] = -1; fVmax[6] = 1; fVmin[7] = -1; fVmax[7] = 1; fVmin[8] = -1; fVmax[8] = 1; fVmin[9] = -1; fVmax[9] = 1; fVmin[10] = -1; fVmax[10] = 1; fVmin[11] = -1; fVmax[11] = 1; fVmin[12] = -1; fVmax[12] = 1; fVmin[13] = -1; fVmax[13] = 1; fVmin[14] = -1; fVmax[14] = 1; fVmin[15] = -1; fVmax[15] = 1; fVmin[16] = -1; fVmax[16] = 1; fVmin[17] = -1; fVmax[17] = 1; fVmin[18] = -1; fVmax[18] = 1; fVmin[19] = -1; fVmax[19] = 0.99999988079071; fVmin[20] = -1; fVmax[20] = 1; fVmin[21] = -1; fVmax[21] = 1; fVmin[22] = -1; fVmax[22] = 1; fVmin[23] = -1; fVmax[23] = 1; fVmin[24] = -1; fVmax[24] = 1; fVmin[25] = -1; fVmax[25] = 1; fVmin[26] = -1; fVmax[26] = 1; fVmin[27] = -1; fVmax[27] = 1; fVmin[28] = -1; fVmax[28] = 1; fVmin[29] = -1; fVmax[29] = 1; fVmin[30] = -1; fVmax[30] = 1; fVmin[31] = -1; fVmax[31] = 1; fVmin[32] = -1; fVmax[32] = 1; fVmin[33] = -1; fVmax[33] = 0.99999988079071; fVmin[34] = -1; fVmax[34] = 1; fVmin[35] = -1; fVmax[35] = 1; fVmin[36] = -1; fVmax[36] = 1; // initialize input variable types fType[0] = 'F'; fType[1] = 'F'; fType[2] = 'F'; fType[3] = 'I'; fType[4] = 'F'; fType[5] = 'F'; fType[6] = 'F'; fType[7] = 'F'; fType[8] = 'F'; fType[9] = 'I'; fType[10] = 'F'; fType[11] = 'I'; fType[12] = 'I'; fType[13] = 'I'; fType[14] = 'I'; fType[15] = 'I'; fType[16] = 'I'; fType[17] = 'I'; fType[18] = 'F'; fType[19] = 'F'; fType[20] = 'F'; fType[21] = 'F'; fType[22] = 'F'; fType[23] = 'F'; fType[24] = 'F'; fType[25] = 'I'; fType[26] = 'I'; fType[27] = 'I'; fType[28] = 'I'; fType[29] = 'F'; fType[30] = 'F'; fType[31] = 'F'; fType[32] = 'F'; fType[33] = 'F'; fType[34] = 'I'; fType[35] = 'F'; fType[36] = 'F'; // initialize constants Initialize(); // initialize transformation InitTransform(); } // destructor virtual ~ReadKaon_Long_TMVA() { Clear(); // method-specific } // the classifier response // "inputValues" is a vector of input values in the same order as the // variables given to the constructor double GetMvaValue( const std::vector& inputValues ) const; private: // method-specific destructor void Clear(); // input variable transformation double fMin_1[3][37]; double fMax_1[3][37]; void InitTransform_1(); void Transform_1( std::vector & iv, int sigOrBgd ) const; void InitTransform(); void Transform( std::vector & 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[37]; double fVmax[37]; 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[37]; // initialize internal variables void Initialize(); double GetMvaValue__( const std::vector& inputValues ) const; // private members (method specific) double ActivationFnc(double x) const; double OutputActivationFnc(double x) const; int fLayers; int fLayerSize[3]; double fWeightMatrix0to1[52][38]; // weight matrix from layer 0 to 1 double fWeightMatrix1to2[1][52]; // weight matrix from layer 1 to 2 double * fWeights[3]; }; inline void ReadKaon_Long_TMVA::Initialize() { // build network structure fLayers = 3; fLayerSize[0] = 38; fWeights[0] = new double[38]; fLayerSize[1] = 52; fWeights[1] = new double[52]; fLayerSize[2] = 1; fWeights[2] = new double[1]; // weight matrix from layer 0 to 1 fWeightMatrix0to1[0][0] = -0.62577734465839; fWeightMatrix0to1[1][0] = 2.43438685213593; fWeightMatrix0to1[2][0] = 0.78393157130581; fWeightMatrix0to1[3][0] = 2.09485919594328; fWeightMatrix0to1[4][0] = -0.295234134739088; fWeightMatrix0to1[5][0] = -1.29723982818751; fWeightMatrix0to1[6][0] = -0.915419348043614; fWeightMatrix0to1[7][0] = 1.89444098367702; fWeightMatrix0to1[8][0] = -0.676699480224584; fWeightMatrix0to1[9][0] = 1.39868708740925; fWeightMatrix0to1[10][0] = -2.13582267637535; fWeightMatrix0to1[11][0] = -0.899907253303376; fWeightMatrix0to1[12][0] = -1.77422911216388; fWeightMatrix0to1[13][0] = -9.86774900887553; fWeightMatrix0to1[14][0] = 1.87762948379575; fWeightMatrix0to1[15][0] = 1.11354721743804; fWeightMatrix0to1[16][0] = -0.656315757496522; fWeightMatrix0to1[17][0] = 1.47055818810742; fWeightMatrix0to1[18][0] = 0.741209632332753; fWeightMatrix0to1[19][0] = 0.674574975636074; fWeightMatrix0to1[20][0] = -0.132258272347905; fWeightMatrix0to1[21][0] = -0.491577217342337; fWeightMatrix0to1[22][0] = 0.672619549761985; fWeightMatrix0to1[23][0] = 0.0830990843461722; fWeightMatrix0to1[24][0] = -1.12154496423784; fWeightMatrix0to1[25][0] = -0.650745887502381; fWeightMatrix0to1[26][0] = 5.51994691082059; fWeightMatrix0to1[27][0] = -0.919505386893717; fWeightMatrix0to1[28][0] = -1.5025288838898; fWeightMatrix0to1[29][0] = -0.212375137401394; fWeightMatrix0to1[30][0] = -0.528488845025529; fWeightMatrix0to1[31][0] = 1.3961915239706; fWeightMatrix0to1[32][0] = -15.2111638946969; fWeightMatrix0to1[33][0] = -0.862806443322558; fWeightMatrix0to1[34][0] = -1.58406919141592; fWeightMatrix0to1[35][0] = -1.60675094020573; fWeightMatrix0to1[36][0] = -1.38577652637884; fWeightMatrix0to1[37][0] = 2.37671780829216; fWeightMatrix0to1[38][0] = -0.819912972207772; fWeightMatrix0to1[39][0] = 4.17991419384647; fWeightMatrix0to1[40][0] = 1.3557951613493; fWeightMatrix0to1[41][0] = 1.19548033317307; fWeightMatrix0to1[42][0] = 3.03889704823978; fWeightMatrix0to1[43][0] = 3.94221183145079; fWeightMatrix0to1[44][0] = -2.04883693924792; fWeightMatrix0to1[45][0] = 0.318564369471326; fWeightMatrix0to1[46][0] = 2.20049773314822; fWeightMatrix0to1[47][0] = 0.762449683256343; fWeightMatrix0to1[48][0] = 5.31620528838335; fWeightMatrix0to1[49][0] = 1.76121184903689; fWeightMatrix0to1[50][0] = 2.17450463274661; fWeightMatrix0to1[0][1] = 0.898054737315311; fWeightMatrix0to1[1][1] = -1.47101556778616; fWeightMatrix0to1[2][1] = 1.24648249259842; fWeightMatrix0to1[3][1] = -2.28796434780229; fWeightMatrix0to1[4][1] = 0.949340412294836; fWeightMatrix0to1[5][1] = -1.29992164890091; fWeightMatrix0to1[6][1] = -1.88510675690869; fWeightMatrix0to1[7][1] = 1.55886480808516; fWeightMatrix0to1[8][1] = 1.40794368844771; fWeightMatrix0to1[9][1] = -0.51579584870478; fWeightMatrix0to1[10][1] = -0.109794815928685; fWeightMatrix0to1[11][1] = -0.81127815689803; fWeightMatrix0to1[12][1] = 0.174553737104135; fWeightMatrix0to1[13][1] = -8.11515026446027; fWeightMatrix0to1[14][1] = 1.82515129956691; fWeightMatrix0to1[15][1] = 0.625741907230558; fWeightMatrix0to1[16][1] = -1.41262435058577; fWeightMatrix0to1[17][1] = 0.397467733892268; fWeightMatrix0to1[18][1] = 0.537678969070622; fWeightMatrix0to1[19][1] = 0.0878444895831671; fWeightMatrix0to1[20][1] = -1.13042347496112; fWeightMatrix0to1[21][1] = 0.635153151938318; fWeightMatrix0to1[22][1] = 1.01835179430264; fWeightMatrix0to1[23][1] = 1.30834676757356; fWeightMatrix0to1[24][1] = -1.16643011570955; fWeightMatrix0to1[25][1] = -2.23295990145677; fWeightMatrix0to1[26][1] = 1.00471474199429; fWeightMatrix0to1[27][1] = 1.24098092490122; fWeightMatrix0to1[28][1] = 0.934459488255796; fWeightMatrix0to1[29][1] = 1.88260263521396; fWeightMatrix0to1[30][1] = -0.448359719578532; fWeightMatrix0to1[31][1] = 0.645658591824861; fWeightMatrix0to1[32][1] = -14.9322673931074; fWeightMatrix0to1[33][1] = -1.49511160843686; fWeightMatrix0to1[34][1] = -1.66714608605302; fWeightMatrix0to1[35][1] = -0.382937177295299; fWeightMatrix0to1[36][1] = -1.07232193932423; fWeightMatrix0to1[37][1] = -0.86374771830069; fWeightMatrix0to1[38][1] = -0.918602144866117; fWeightMatrix0to1[39][1] = -1.96394100787652; fWeightMatrix0to1[40][1] = 0.049540387093502; fWeightMatrix0to1[41][1] = 1.98581384740897; fWeightMatrix0to1[42][1] = -0.813433890008482; fWeightMatrix0to1[43][1] = 0.356454529058722; fWeightMatrix0to1[44][1] = 1.2720307865996; fWeightMatrix0to1[45][1] = 1.24529756774426; fWeightMatrix0to1[46][1] = 0.00577617559829827; fWeightMatrix0to1[47][1] = -0.98636582820206; fWeightMatrix0to1[48][1] = 5.52333891207967; fWeightMatrix0to1[49][1] = -1.5804330518463; fWeightMatrix0to1[50][1] = -1.66440141060151; fWeightMatrix0to1[0][2] = 0.605503836671927; fWeightMatrix0to1[1][2] = -0.353374560660624; fWeightMatrix0to1[2][2] = 0.466669219645797; fWeightMatrix0to1[3][2] = -0.20052026775853; fWeightMatrix0to1[4][2] = -1.57685830045476; fWeightMatrix0to1[5][2] = 0.646704893908828; fWeightMatrix0to1[6][2] = -1.73477009996216; fWeightMatrix0to1[7][2] = 0.853722247008901; fWeightMatrix0to1[8][2] = -2.23128777625341; fWeightMatrix0to1[9][2] = -0.0568453552878644; fWeightMatrix0to1[10][2] = -0.779277135145639; fWeightMatrix0to1[11][2] = 3.15727289382843; fWeightMatrix0to1[12][2] = 0.130677993675696; fWeightMatrix0to1[13][2] = 0.0839934317194297; fWeightMatrix0to1[14][2] = -3.51026551545535; fWeightMatrix0to1[15][2] = 1.96131587998709; fWeightMatrix0to1[16][2] = 0.312629383439933; fWeightMatrix0to1[17][2] = -0.646497276986288; fWeightMatrix0to1[18][2] = -0.130205939022816; fWeightMatrix0to1[19][2] = -0.568487148643403; fWeightMatrix0to1[20][2] = -0.148535117647916; fWeightMatrix0to1[21][2] = -0.480344896138785; fWeightMatrix0to1[22][2] = 0.500886307480665; fWeightMatrix0to1[23][2] = -0.725238873345375; fWeightMatrix0to1[24][2] = 0.689444309615527; fWeightMatrix0to1[25][2] = -0.828131358673045; fWeightMatrix0to1[26][2] = -0.0295333299548224; fWeightMatrix0to1[27][2] = 0.128341696331792; fWeightMatrix0to1[28][2] = -0.10481457137271; fWeightMatrix0to1[29][2] = -2.09369140611826; fWeightMatrix0to1[30][2] = 1.65287652550904; fWeightMatrix0to1[31][2] = -0.992546887175507; fWeightMatrix0to1[32][2] = -0.39753853006513; fWeightMatrix0to1[33][2] = 2.60186219136617; fWeightMatrix0to1[34][2] = 1.24153013192548; fWeightMatrix0to1[35][2] = 0.287869169759969; fWeightMatrix0to1[36][2] = 0.408709615733857; fWeightMatrix0to1[37][2] = -0.190580490927714; fWeightMatrix0to1[38][2] = -1.12486459240788; fWeightMatrix0to1[39][2] = 0.00946777341244818; fWeightMatrix0to1[40][2] = -1.67582979637385; fWeightMatrix0to1[41][2] = -0.84679315652967; fWeightMatrix0to1[42][2] = -1.1774620442174; fWeightMatrix0to1[43][2] = 2.30105854554187; fWeightMatrix0to1[44][2] = 0.733527807870851; fWeightMatrix0to1[45][2] = -0.401489253436834; fWeightMatrix0to1[46][2] = -0.0101641411974652; fWeightMatrix0to1[47][2] = -0.328061381789313; fWeightMatrix0to1[48][2] = -0.0165781559711102; fWeightMatrix0to1[49][2] = 1.21256385698749; fWeightMatrix0to1[50][2] = 1.15702884469566; fWeightMatrix0to1[0][3] = -2.12590634218534; fWeightMatrix0to1[1][3] = 2.53561362156815; fWeightMatrix0to1[2][3] = 0.0340882709811251; fWeightMatrix0to1[3][3] = -0.577784312408862; fWeightMatrix0to1[4][3] = 3.49419967593319; fWeightMatrix0to1[5][3] = -0.0750504879289289; fWeightMatrix0to1[6][3] = -1.24726683114996; fWeightMatrix0to1[7][3] = -1.0305738945087; fWeightMatrix0to1[8][3] = 3.60936459084302; fWeightMatrix0to1[9][3] = -0.751320201151833; fWeightMatrix0to1[10][3] = -0.916877427320696; fWeightMatrix0to1[11][3] = 2.86341674702338; fWeightMatrix0to1[12][3] = -1.31582403863397; fWeightMatrix0to1[13][3] = -0.27326839743985; fWeightMatrix0to1[14][3] = 3.59076374234447; fWeightMatrix0to1[15][3] = -1.54864806126412; fWeightMatrix0to1[16][3] = 0.789662974790165; fWeightMatrix0to1[17][3] = 1.93432998205683; fWeightMatrix0to1[18][3] = 1.24848885555539; fWeightMatrix0to1[19][3] = 1.18870464101906; fWeightMatrix0to1[20][3] = 3.12669935564303; fWeightMatrix0to1[21][3] = 1.22482655752646; fWeightMatrix0to1[22][3] = -0.422725758973421; fWeightMatrix0to1[23][3] = 0.389266172665994; fWeightMatrix0to1[24][3] = -3.61074324370036; fWeightMatrix0to1[25][3] = 0.698705794741169; fWeightMatrix0to1[26][3] = -2.66049373295261; fWeightMatrix0to1[27][3] = -0.611918149241172; fWeightMatrix0to1[28][3] = 0.552433244541299; fWeightMatrix0to1[29][3] = 1.5191832403986; fWeightMatrix0to1[30][3] = -2.87679279393169; fWeightMatrix0to1[31][3] = 0.157994924816758; fWeightMatrix0to1[32][3] = -0.438787011795141; fWeightMatrix0to1[33][3] = 0.75274883272345; fWeightMatrix0to1[34][3] = -0.839936267225186; fWeightMatrix0to1[35][3] = -1.68564550269199; fWeightMatrix0to1[36][3] = -0.558198893911989; fWeightMatrix0to1[37][3] = 0.250689312743228; fWeightMatrix0to1[38][3] = 1.09411521984758; fWeightMatrix0to1[39][3] = 2.70025136004606; fWeightMatrix0to1[40][3] = 1.97837063815575; fWeightMatrix0to1[41][3] = 0.402861992796002; fWeightMatrix0to1[42][3] = -0.488824514194973; fWeightMatrix0to1[43][3] = -10.841732985589; fWeightMatrix0to1[44][3] = 2.35569237609309; fWeightMatrix0to1[45][3] = 1.64870980878258; fWeightMatrix0to1[46][3] = 0.488559229807317; fWeightMatrix0to1[47][3] = -0.0434073085475112; fWeightMatrix0to1[48][3] = -1.22795474788594; fWeightMatrix0to1[49][3] = 0.0967952689222579; fWeightMatrix0to1[50][3] = -2.0525987264006; fWeightMatrix0to1[0][4] = 0.565646050664444; fWeightMatrix0to1[1][4] = -1.79123236161241; fWeightMatrix0to1[2][4] = -0.499708120637437; fWeightMatrix0to1[3][4] = -0.256136194372621; fWeightMatrix0to1[4][4] = 3.00385064091248; fWeightMatrix0to1[5][4] = 0.725641481429083; fWeightMatrix0to1[6][4] = 0.86585201714132; fWeightMatrix0to1[7][4] = -3.26572386853675; fWeightMatrix0to1[8][4] = 0.743897302885546; fWeightMatrix0to1[9][4] = -0.884102190215906; fWeightMatrix0to1[10][4] = 0.732635484283485; fWeightMatrix0to1[11][4] = 3.50470673050521; fWeightMatrix0to1[12][4] = 3.42732001728065; fWeightMatrix0to1[13][4] = -0.271774331257057; fWeightMatrix0to1[14][4] = 3.55578441749321; fWeightMatrix0to1[15][4] = -2.75141999255282; fWeightMatrix0to1[16][4] = -0.587742262080985; fWeightMatrix0to1[17][4] = -2.51658503551428; fWeightMatrix0to1[18][4] = -2.82346986590116; fWeightMatrix0to1[19][4] = -0.747232755924313; fWeightMatrix0to1[20][4] = 6.24560616521542; fWeightMatrix0to1[21][4] = -1.67482876099524; fWeightMatrix0to1[22][4] = 0.118704774959594; fWeightMatrix0to1[23][4] = -0.700784014463704; fWeightMatrix0to1[24][4] = -5.56017428397624; fWeightMatrix0to1[25][4] = -0.406466013055606; fWeightMatrix0to1[26][4] = 0.81100752380841; fWeightMatrix0to1[27][4] = 0.991883818700112; fWeightMatrix0to1[28][4] = 0.229872471379295; fWeightMatrix0to1[29][4] = -1.75893310563758; fWeightMatrix0to1[30][4] = 0.314321256302101; fWeightMatrix0to1[31][4] = -1.54962906082208; fWeightMatrix0to1[32][4] = 1.94956308981806; fWeightMatrix0to1[33][4] = 0.476683378670066; fWeightMatrix0to1[34][4] = 1.54542079485922; fWeightMatrix0to1[35][4] = -3.97784128429309; fWeightMatrix0to1[36][4] = -1.71947829151254; fWeightMatrix0to1[37][4] = -0.037274582850735; fWeightMatrix0to1[38][4] = -0.273769789990992; fWeightMatrix0to1[39][4] = 0.787794414238042; fWeightMatrix0to1[40][4] = -2.10772478810542; fWeightMatrix0to1[41][4] = -0.160666570423393; fWeightMatrix0to1[42][4] = 2.33706200925102; fWeightMatrix0to1[43][4] = -2.37081851864865; fWeightMatrix0to1[44][4] = -3.51658083260813; fWeightMatrix0to1[45][4] = 2.17891710755412; fWeightMatrix0to1[46][4] = -0.403090922294772; fWeightMatrix0to1[47][4] = -0.250272871090082; fWeightMatrix0to1[48][4] = -0.109384052618058; fWeightMatrix0to1[49][4] = 0.511703253998601; fWeightMatrix0to1[50][4] = 4.15013051063651; fWeightMatrix0to1[0][5] = -0.691680560396672; fWeightMatrix0to1[1][5] = -1.34630545271192; fWeightMatrix0to1[2][5] = -0.922200381249569; fWeightMatrix0to1[3][5] = -0.561867383003238; fWeightMatrix0to1[4][5] = -2.94824328865474; fWeightMatrix0to1[5][5] = 0.0959448421914829; fWeightMatrix0to1[6][5] = 0.395705748874396; fWeightMatrix0to1[7][5] = 1.79819461321181; fWeightMatrix0to1[8][5] = -0.290077117382951; fWeightMatrix0to1[9][5] = 0.241259741249902; fWeightMatrix0to1[10][5] = -0.11461280085895; fWeightMatrix0to1[11][5] = -0.999148701639409; fWeightMatrix0to1[12][5] = 1.62782538904294; fWeightMatrix0to1[13][5] = 9.42035311486138; fWeightMatrix0to1[14][5] = -3.63821316036035; fWeightMatrix0to1[15][5] = -1.47442036594167; fWeightMatrix0to1[16][5] = 1.0524638162187; fWeightMatrix0to1[17][5] = 1.85864380788303; fWeightMatrix0to1[18][5] = -0.103563955671704; fWeightMatrix0to1[19][5] = -0.0755717451328727; fWeightMatrix0to1[20][5] = 0.319486279314829; fWeightMatrix0to1[21][5] = 1.47556659260499; fWeightMatrix0to1[22][5] = 1.04769104719399; fWeightMatrix0to1[23][5] = 0.884595554227035; fWeightMatrix0to1[24][5] = -0.79783226972725; fWeightMatrix0to1[25][5] = 0.0719278022464586; fWeightMatrix0to1[26][5] = -1.30674257791442; fWeightMatrix0to1[27][5] = -1.744741940724; fWeightMatrix0to1[28][5] = -0.949787770045926; fWeightMatrix0to1[29][5] = -2.49900365467779; fWeightMatrix0to1[30][5] = -0.798455670789158; fWeightMatrix0to1[31][5] = -1.34669723720359; fWeightMatrix0to1[32][5] = 16.5430635027163; fWeightMatrix0to1[33][5] = -0.968245324902656; fWeightMatrix0to1[34][5] = 2.67711815429015; fWeightMatrix0to1[35][5] = -0.976285051939031; fWeightMatrix0to1[36][5] = 1.16462687192585; fWeightMatrix0to1[37][5] = -1.69658652721064; fWeightMatrix0to1[38][5] = 0.222518606082245; fWeightMatrix0to1[39][5] = 5.00452623935104; fWeightMatrix0to1[40][5] = -1.9493561718727; fWeightMatrix0to1[41][5] = -0.0922338929279291; fWeightMatrix0to1[42][5] = -0.204060845914221; fWeightMatrix0to1[43][5] = -4.54343362263891; fWeightMatrix0to1[44][5] = -2.19786305819448; fWeightMatrix0to1[45][5] = -3.56940582524878; fWeightMatrix0to1[46][5] = -1.39394758603762; fWeightMatrix0to1[47][5] = 2.54911609207136; fWeightMatrix0to1[48][5] = -5.55277523828665; fWeightMatrix0to1[49][5] = 0.14447409569419; fWeightMatrix0to1[50][5] = -1.20712805328365; fWeightMatrix0to1[0][6] = -0.89294996171478; fWeightMatrix0to1[1][6] = -0.152769149135252; fWeightMatrix0to1[2][6] = -0.344848871607368; fWeightMatrix0to1[3][6] = 0.175190858100127; fWeightMatrix0to1[4][6] = 3.81886553589065; fWeightMatrix0to1[5][6] = -0.749389541304882; fWeightMatrix0to1[6][6] = -2.29248775253437; fWeightMatrix0to1[7][6] = 3.01356299937877; fWeightMatrix0to1[8][6] = 2.05892230252563; fWeightMatrix0to1[9][6] = 1.28151114080795; fWeightMatrix0to1[10][6] = 1.17300155696457; fWeightMatrix0to1[11][6] = -1.30141567868761; fWeightMatrix0to1[12][6] = 3.04576922309193; fWeightMatrix0to1[13][6] = 0.495471785319775; fWeightMatrix0to1[14][6] = -2.54925309348247; fWeightMatrix0to1[15][6] = 0.351169801933197; fWeightMatrix0to1[16][6] = -0.172339081565787; fWeightMatrix0to1[17][6] = -0.705541469052438; fWeightMatrix0to1[18][6] = 0.817723723764846; fWeightMatrix0to1[19][6] = 0.0253650368892053; fWeightMatrix0to1[20][6] = -0.267390485817216; fWeightMatrix0to1[21][6] = 1.31985601932882; fWeightMatrix0to1[22][6] = -0.463037888817833; fWeightMatrix0to1[23][6] = 0.336916672353978; fWeightMatrix0to1[24][6] = -2.30662827742796; fWeightMatrix0to1[25][6] = 0.0982618557893822; fWeightMatrix0to1[26][6] = -0.786007997132225; fWeightMatrix0to1[27][6] = -1.30607831446698; fWeightMatrix0to1[28][6] = 0.446902182650233; fWeightMatrix0to1[29][6] = 1.09254877959286; fWeightMatrix0to1[30][6] = -0.903146998740187; fWeightMatrix0to1[31][6] = 0.548544382637127; fWeightMatrix0to1[32][6] = -0.720353338208435; fWeightMatrix0to1[33][6] = 1.38450875189879; fWeightMatrix0to1[34][6] = -1.35847627771525; fWeightMatrix0to1[35][6] = 0.477387519327596; fWeightMatrix0to1[36][6] = 1.72810794540818; fWeightMatrix0to1[37][6] = -1.71309228306521; fWeightMatrix0to1[38][6] = 0.317346333485308; fWeightMatrix0to1[39][6] = -0.155689863041156; fWeightMatrix0to1[40][6] = -0.591478391608109; fWeightMatrix0to1[41][6] = 0.316824102693847; fWeightMatrix0to1[42][6] = 0.629305941584246; fWeightMatrix0to1[43][6] = -4.4181835406399; fWeightMatrix0to1[44][6] = 1.68735313862038; fWeightMatrix0to1[45][6] = -1.04640843948469; fWeightMatrix0to1[46][6] = -0.434807450509188; fWeightMatrix0to1[47][6] = -0.0519723564482174; fWeightMatrix0to1[48][6] = 0.526249921666804; fWeightMatrix0to1[49][6] = -1.06295167498765; fWeightMatrix0to1[50][6] = -2.39180598590317; fWeightMatrix0to1[0][7] = 0.701433346486929; fWeightMatrix0to1[1][7] = -2.23120327499962; fWeightMatrix0to1[2][7] = -1.38094658827039; fWeightMatrix0to1[3][7] = 2.33011144269512; fWeightMatrix0to1[4][7] = -3.12844028537862; fWeightMatrix0to1[5][7] = -1.09063593546209; fWeightMatrix0to1[6][7] = -1.9175240171279; fWeightMatrix0to1[7][7] = 1.08040976624779; fWeightMatrix0to1[8][7] = -0.0477202761754472; fWeightMatrix0to1[9][7] = -0.215552661076917; fWeightMatrix0to1[10][7] = 0.131270835988519; fWeightMatrix0to1[11][7] = -1.29793598836673; fWeightMatrix0to1[12][7] = -1.50527404352185; fWeightMatrix0to1[13][7] = -1.62540089182489; fWeightMatrix0to1[14][7] = -2.79669237767756; fWeightMatrix0to1[15][7] = -1.4617618441584; fWeightMatrix0to1[16][7] = 1.55184010820481; fWeightMatrix0to1[17][7] = -0.0578229599136831; fWeightMatrix0to1[18][7] = 0.034827138626741; fWeightMatrix0to1[19][7] = -0.991426049378949; fWeightMatrix0to1[20][7] = 2.47132321871298; fWeightMatrix0to1[21][7] = 2.62627415108607; fWeightMatrix0to1[22][7] = 0.247053320571989; fWeightMatrix0to1[23][7] = -1.06119080401071; fWeightMatrix0to1[24][7] = -0.323599597762461; fWeightMatrix0to1[25][7] = -1.64959762142274; fWeightMatrix0to1[26][7] = -2.41881858736823; fWeightMatrix0to1[27][7] = -0.253698815534695; fWeightMatrix0to1[28][7] = 0.497840993609357; fWeightMatrix0to1[29][7] = 1.3095132706477; fWeightMatrix0to1[30][7] = 0.99305606907152; fWeightMatrix0to1[31][7] = 1.22311131930307; fWeightMatrix0to1[32][7] = -15.8419046939663; fWeightMatrix0to1[33][7] = 2.10559879355658; fWeightMatrix0to1[34][7] = -0.937665609546768; fWeightMatrix0to1[35][7] = -1.77204004085242; fWeightMatrix0to1[36][7] = -0.539888939520095; fWeightMatrix0to1[37][7] = -1.2490191159228; fWeightMatrix0to1[38][7] = 1.43234568473423; fWeightMatrix0to1[39][7] = 0.543379412716806; fWeightMatrix0to1[40][7] = 0.947705767062224; fWeightMatrix0to1[41][7] = 1.64395042434773; fWeightMatrix0to1[42][7] = -1.28388239503732; fWeightMatrix0to1[43][7] = -0.481739892249464; fWeightMatrix0to1[44][7] = 1.97515705342335; fWeightMatrix0to1[45][7] = -0.0864349855132381; fWeightMatrix0to1[46][7] = -5.41242011290854; fWeightMatrix0to1[47][7] = 1.56171155980602; fWeightMatrix0to1[48][7] = -3.39198662316027; fWeightMatrix0to1[49][7] = 1.31487768973519; fWeightMatrix0to1[50][7] = 1.94960179624506; fWeightMatrix0to1[0][8] = -0.912105191479695; fWeightMatrix0to1[1][8] = -0.202595369068977; fWeightMatrix0to1[2][8] = -0.0628202098716888; fWeightMatrix0to1[3][8] = -0.0599308898006533; fWeightMatrix0to1[4][8] = 1.98161716404307; fWeightMatrix0to1[5][8] = -1.2531788723028; fWeightMatrix0to1[6][8] = -0.0219675210067449; fWeightMatrix0to1[7][8] = -0.715677330073684; fWeightMatrix0to1[8][8] = 1.5684016607458; fWeightMatrix0to1[9][8] = 0.739176558452528; fWeightMatrix0to1[10][8] = 1.00826926592921; fWeightMatrix0to1[11][8] = 0.365932716193743; fWeightMatrix0to1[12][8] = -1.14543433557562; fWeightMatrix0to1[13][8] = 0.337686584723328; fWeightMatrix0to1[14][8] = 3.96581652324444; fWeightMatrix0to1[15][8] = -1.72955247422899; fWeightMatrix0to1[16][8] = -0.758548460171248; fWeightMatrix0to1[17][8] = -0.765861031725306; fWeightMatrix0to1[18][8] = -0.469186645322609; fWeightMatrix0to1[19][8] = -0.0310941469497665; fWeightMatrix0to1[20][8] = 2.10355014810156; fWeightMatrix0to1[21][8] = 0.828419695705639; fWeightMatrix0to1[22][8] = -0.120105728539656; fWeightMatrix0to1[23][8] = -1.37795118002599; fWeightMatrix0to1[24][8] = -2.38891433658422; fWeightMatrix0to1[25][8] = -1.54360390573256; fWeightMatrix0to1[26][8] = -0.322229755779512; fWeightMatrix0to1[27][8] = 1.16709803694865; fWeightMatrix0to1[28][8] = 1.07811063630316; fWeightMatrix0to1[29][8] = -1.34354938154981; fWeightMatrix0to1[30][8] = -2.29551055240934; fWeightMatrix0to1[31][8] = 0.453342778836945; fWeightMatrix0to1[32][8] = 0.598316458840453; fWeightMatrix0to1[33][8] = -1.14749734598036; fWeightMatrix0to1[34][8] = 0.12478713797898; fWeightMatrix0to1[35][8] = -0.29400896692536; fWeightMatrix0to1[36][8] = -1.35336037981488; fWeightMatrix0to1[37][8] = 0.58214504495573; fWeightMatrix0to1[38][8] = 0.781670212521662; fWeightMatrix0to1[39][8] = 0.496624367055129; fWeightMatrix0to1[40][8] = -0.248166702266916; fWeightMatrix0to1[41][8] = -0.337897675379484; fWeightMatrix0to1[42][8] = 3.50502205760191; fWeightMatrix0to1[43][8] = -2.79133400397634; fWeightMatrix0to1[44][8] = -1.15677614442479; fWeightMatrix0to1[45][8] = 1.10110662156145; fWeightMatrix0to1[46][8] = 0.7212611821437; fWeightMatrix0to1[47][8] = 0.0624045821941473; fWeightMatrix0to1[48][8] = 0.102017981522467; fWeightMatrix0to1[49][8] = -1.67366406869538; fWeightMatrix0to1[50][8] = 2.67067432817447; fWeightMatrix0to1[0][9] = 1.04430763368119; fWeightMatrix0to1[1][9] = -1.39682400058885; fWeightMatrix0to1[2][9] = 0.295532836760583; fWeightMatrix0to1[3][9] = 0.969708434196483; fWeightMatrix0to1[4][9] = -3.40932092999886; fWeightMatrix0to1[5][9] = 0.000192307850035894; fWeightMatrix0to1[6][9] = -0.0740345369306203; fWeightMatrix0to1[7][9] = -2.06416039078784; fWeightMatrix0to1[8][9] = -0.0909558459285886; fWeightMatrix0to1[9][9] = -0.13833111262676; fWeightMatrix0to1[10][9] = 0.569162716303858; fWeightMatrix0to1[11][9] = 2.43236595332744; fWeightMatrix0to1[12][9] = -1.93712419269146; fWeightMatrix0to1[13][9] = -0.0562075333866864; fWeightMatrix0to1[14][9] = -2.68071473636285; fWeightMatrix0to1[15][9] = 1.59064250575133; fWeightMatrix0to1[16][9] = 0.332098885162008; fWeightMatrix0to1[17][9] = -1.03650378722683; fWeightMatrix0to1[18][9] = -0.151205295276742; fWeightMatrix0to1[19][9] = -0.49436037114818; fWeightMatrix0to1[20][9] = -1.45540806846041; fWeightMatrix0to1[21][9] = -0.943583080841869; fWeightMatrix0to1[22][9] = -0.0138408143816854; fWeightMatrix0to1[23][9] = 3.27114505877266; fWeightMatrix0to1[24][9] = 2.8970874126562; fWeightMatrix0to1[25][9] = 2.27588154587122; fWeightMatrix0to1[26][9] = 1.64558574157911; fWeightMatrix0to1[27][9] = 0.192226056526896; fWeightMatrix0to1[28][9] = -0.471262677310821; fWeightMatrix0to1[29][9] = 0.390382168533066; fWeightMatrix0to1[30][9] = 2.29272548335154; fWeightMatrix0to1[31][9] = 0.390083147138788; fWeightMatrix0to1[32][9] = 1.01901553182492; fWeightMatrix0to1[33][9] = -0.177926108087392; fWeightMatrix0to1[34][9] = -0.0998192350300738; fWeightMatrix0to1[35][9] = 0.787650728944984; fWeightMatrix0to1[36][9] = -1.63796095210528; fWeightMatrix0to1[37][9] = 0.633975564041105; fWeightMatrix0to1[38][9] = -0.680419178121056; fWeightMatrix0to1[39][9] = -2.02713358351401; fWeightMatrix0to1[40][9] = 0.427141512807204; fWeightMatrix0to1[41][9] = -1.65393240880259; fWeightMatrix0to1[42][9] = -0.31792839192505; fWeightMatrix0to1[43][9] = 6.38330000999061; fWeightMatrix0to1[44][9] = 1.54988385270053; fWeightMatrix0to1[45][9] = -1.11485305368547; fWeightMatrix0to1[46][9] = -1.77109586974722; fWeightMatrix0to1[47][9] = 1.9372862974733; fWeightMatrix0to1[48][9] = 2.23190145140514; fWeightMatrix0to1[49][9] = 0.383518791893757; fWeightMatrix0to1[50][9] = -0.13579091394104; fWeightMatrix0to1[0][10] = -0.0690076653641667; fWeightMatrix0to1[1][10] = -0.256267724651277; fWeightMatrix0to1[2][10] = -0.325769550509375; fWeightMatrix0to1[3][10] = 0.171851973926248; fWeightMatrix0to1[4][10] = 2.27526608716755; fWeightMatrix0to1[5][10] = -0.230847301972452; fWeightMatrix0to1[6][10] = -1.14057894001838; fWeightMatrix0to1[7][10] = 0.829504561200923; fWeightMatrix0to1[8][10] = 2.78718328110272; fWeightMatrix0to1[9][10] = 0.107322959637351; fWeightMatrix0to1[10][10] = 0.622721278500345; fWeightMatrix0to1[11][10] = -1.29742839562635; fWeightMatrix0to1[12][10] = 1.54708595355392; fWeightMatrix0to1[13][10] = 0.134458543667081; fWeightMatrix0to1[14][10] = 2.59763945315145; fWeightMatrix0to1[15][10] = 0.432708788456257; fWeightMatrix0to1[16][10] = 0.0138221471741086; fWeightMatrix0to1[17][10] = 0.951155722115385; fWeightMatrix0to1[18][10] = 3.19812846291473; fWeightMatrix0to1[19][10] = 0.42693517963352; fWeightMatrix0to1[20][10] = -4.01750776470498; fWeightMatrix0to1[21][10] = -1.70982674199776; fWeightMatrix0to1[22][10] = -0.0199766882217005; fWeightMatrix0to1[23][10] = -0.182620185354893; fWeightMatrix0to1[24][10] = -1.66983908967766; fWeightMatrix0to1[25][10] = 1.13148491499272; fWeightMatrix0to1[26][10] = -0.24706111990905; fWeightMatrix0to1[27][10] = -0.72802824950718; fWeightMatrix0to1[28][10] = -0.179545564412558; fWeightMatrix0to1[29][10] = -2.29714923113541; fWeightMatrix0to1[30][10] = -3.37155172747793; fWeightMatrix0to1[31][10] = -0.0824609652390427; fWeightMatrix0to1[32][10] = 0.239379167522386; fWeightMatrix0to1[33][10] = -1.33111485850372; fWeightMatrix0to1[34][10] = 1.12523640861206; fWeightMatrix0to1[35][10] = 1.47497004543665; fWeightMatrix0to1[36][10] = -0.673123251739753; fWeightMatrix0to1[37][10] = -1.38573392049855; fWeightMatrix0to1[38][10] = 0.605609223204415; fWeightMatrix0to1[39][10] = -0.323093531671644; fWeightMatrix0to1[40][10] = 1.02895330526518; fWeightMatrix0to1[41][10] = 0.812962630501501; fWeightMatrix0to1[42][10] = 1.94168899406044; fWeightMatrix0to1[43][10] = -1.84253352800332; fWeightMatrix0to1[44][10] = -2.04625483724176; fWeightMatrix0to1[45][10] = 0.951911791155955; fWeightMatrix0to1[46][10] = 0.137223018139711; fWeightMatrix0to1[47][10] = -1.51886599260083; fWeightMatrix0to1[48][10] = 0.216390308078949; fWeightMatrix0to1[49][10] = -0.678757648005463; fWeightMatrix0to1[50][10] = 1.16226926279243; fWeightMatrix0to1[0][11] = 1.10480667196368; fWeightMatrix0to1[1][11] = -0.27916074917583; fWeightMatrix0to1[2][11] = 0.118865568156193; fWeightMatrix0to1[3][11] = 0.603313611044479; fWeightMatrix0to1[4][11] = -1.65081728637963; fWeightMatrix0to1[5][11] = -0.447760362760842; fWeightMatrix0to1[6][11] = -1.43709670679386; fWeightMatrix0to1[7][11] = 1.11990762834235; fWeightMatrix0to1[8][11] = -3.43786512594775; fWeightMatrix0to1[9][11] = 0.562076942628109; fWeightMatrix0to1[10][11] = -0.0717170215589998; fWeightMatrix0to1[11][11] = -1.60497637069074; fWeightMatrix0to1[12][11] = 2.38058999111558; fWeightMatrix0to1[13][11] = -0.0690927540100596; fWeightMatrix0to1[14][11] = -3.32374351205944; fWeightMatrix0to1[15][11] = 0.0507874492307489; fWeightMatrix0to1[16][11] = -0.307713269288152; fWeightMatrix0to1[17][11] = -1.7822396450192; fWeightMatrix0to1[18][11] = -3.58485625449253; fWeightMatrix0to1[19][11] = -0.918008961944131; fWeightMatrix0to1[20][11] = 2.07959634980369; fWeightMatrix0to1[21][11] = 0.2663859304759; fWeightMatrix0to1[22][11] = 0.0433172262636612; fWeightMatrix0to1[23][11] = -0.612948350393132; fWeightMatrix0to1[24][11] = -0.697323560607283; fWeightMatrix0to1[25][11] = -0.851393722999863; fWeightMatrix0to1[26][11] = 2.3125518674156; fWeightMatrix0to1[27][11] = -0.0279129399749574; fWeightMatrix0to1[28][11] = -0.404914483496126; fWeightMatrix0to1[29][11] = -0.171224666469544; fWeightMatrix0to1[30][11] = 4.61279385761133; fWeightMatrix0to1[31][11] = -0.732199008613994; fWeightMatrix0to1[32][11] = 0.192373789754076; fWeightMatrix0to1[33][11] = -1.89857030820527; fWeightMatrix0to1[34][11] = 0.519826565089954; fWeightMatrix0to1[35][11] = 3.34264611403002; fWeightMatrix0to1[36][11] = -2.15442886848661; fWeightMatrix0to1[37][11] = 0.648547415750365; fWeightMatrix0to1[38][11] = -0.916772614044621; fWeightMatrix0to1[39][11] = -1.46133251211488; fWeightMatrix0to1[40][11] = 2.29843897155862; fWeightMatrix0to1[41][11] = 1.48685122597615; fWeightMatrix0to1[42][11] = -3.73071100527884; fWeightMatrix0to1[43][11] = 6.4943719396157; fWeightMatrix0to1[44][11] = 3.33152273093427; fWeightMatrix0to1[45][11] = 2.89035586196354; fWeightMatrix0to1[46][11] = -0.552089839808264; fWeightMatrix0to1[47][11] = -1.50834901579752; fWeightMatrix0to1[48][11] = 0.775741744357842; fWeightMatrix0to1[49][11] = 0.791020666207306; fWeightMatrix0to1[50][11] = 1.19462650766833; fWeightMatrix0to1[0][12] = -0.000343300706831699; fWeightMatrix0to1[1][12] = -1.06936786791015; fWeightMatrix0to1[2][12] = 0.125145226786423; fWeightMatrix0to1[3][12] = 1.5774211997113; fWeightMatrix0to1[4][12] = -1.86246803307106; fWeightMatrix0to1[5][12] = -0.173808797770977; fWeightMatrix0to1[6][12] = -0.777869542816303; fWeightMatrix0to1[7][12] = -1.38456661433257; fWeightMatrix0to1[8][12] = 1.69816863911016; fWeightMatrix0to1[9][12] = -0.0540951922321368; fWeightMatrix0to1[10][12] = 0.0211027079931032; fWeightMatrix0to1[11][12] = 1.39544849765412; fWeightMatrix0to1[12][12] = -0.826645806676595; fWeightMatrix0to1[13][12] = 0.146040228588091; fWeightMatrix0to1[14][12] = -4.74390227836821; fWeightMatrix0to1[15][12] = -2.00652859760131; fWeightMatrix0to1[16][12] = -0.0280959458658249; fWeightMatrix0to1[17][12] = -0.644374713369085; fWeightMatrix0to1[18][12] = -0.146792905913015; fWeightMatrix0to1[19][12] = 0.223685290862598; fWeightMatrix0to1[20][12] = 0.313377031174331; fWeightMatrix0to1[21][12] = -2.39119280616556; fWeightMatrix0to1[22][12] = 0.268545687569926; fWeightMatrix0to1[23][12] = -0.286911948256459; fWeightMatrix0to1[24][12] = 0.330238380769044; fWeightMatrix0to1[25][12] = -0.290889789754703; fWeightMatrix0to1[26][12] = -0.0104118761385747; fWeightMatrix0to1[27][12] = -1.47652988887341; fWeightMatrix0to1[28][12] = 0.020964723909114; fWeightMatrix0to1[29][12] = -2.13810303335652; fWeightMatrix0to1[30][12] = 0.360221199824459; fWeightMatrix0to1[31][12] = -0.683852423541225; fWeightMatrix0to1[32][12] = -0.236251375306525; fWeightMatrix0to1[33][12] = -0.467472353010283; fWeightMatrix0to1[34][12] = -0.499722116829224; fWeightMatrix0to1[35][12] = -0.470490408667212; fWeightMatrix0to1[36][12] = -1.09336672719446; fWeightMatrix0to1[37][12] = 0.258646900275378; fWeightMatrix0to1[38][12] = 1.14780885892312; fWeightMatrix0to1[39][12] = -0.637909450105555; fWeightMatrix0to1[40][12] = -1.26193967183897; fWeightMatrix0to1[41][12] = -0.902600323456585; fWeightMatrix0to1[42][12] = -1.00517073356242; fWeightMatrix0to1[43][12] = 0.140117711397784; fWeightMatrix0to1[44][12] = 0.191165843603143; fWeightMatrix0to1[45][12] = -2.00899549006368; fWeightMatrix0to1[46][12] = -0.984729195107432; fWeightMatrix0to1[47][12] = -0.0278272013090993; fWeightMatrix0to1[48][12] = 1.7603244007936; fWeightMatrix0to1[49][12] = 0.435201666505335; fWeightMatrix0to1[50][12] = 0.056352214932125; fWeightMatrix0to1[0][13] = 0.0270870013677231; fWeightMatrix0to1[1][13] = -2.08607064550343; fWeightMatrix0to1[2][13] = 0.356984563270029; fWeightMatrix0to1[3][13] = -0.473860241349675; fWeightMatrix0to1[4][13] = 0.184245296236556; fWeightMatrix0to1[5][13] = 1.36590514007214; fWeightMatrix0to1[6][13] = 0.604112639033439; fWeightMatrix0to1[7][13] = -4.35629808119847; fWeightMatrix0to1[8][13] = -1.45007016754439; fWeightMatrix0to1[9][13] = -1.49160444081595; fWeightMatrix0to1[10][13] = -0.254684535080042; fWeightMatrix0to1[11][13] = -0.21058267821376; fWeightMatrix0to1[12][13] = -1.08264075784601; fWeightMatrix0to1[13][13] = 0.457065680924937; fWeightMatrix0to1[14][13] = 0.142491052896488; fWeightMatrix0to1[15][13] = -0.819973071140999; fWeightMatrix0to1[16][13] = 0.0844565821560581; fWeightMatrix0to1[17][13] = 1.14458092239207; fWeightMatrix0to1[18][13] = 1.12477664151668; fWeightMatrix0to1[19][13] = 0.702475606578812; fWeightMatrix0to1[20][13] = -3.86195504842889; fWeightMatrix0to1[21][13] = 2.89790683886786; fWeightMatrix0to1[22][13] = -0.387919193690182; fWeightMatrix0to1[23][13] = -0.341731675989631; fWeightMatrix0to1[24][13] = -0.312217651574748; fWeightMatrix0to1[25][13] = -1.33782245990327; fWeightMatrix0to1[26][13] = -0.580325261218062; fWeightMatrix0to1[27][13] = -0.229799774894115; fWeightMatrix0to1[28][13] = -0.0829464648803376; fWeightMatrix0to1[29][13] = 0.812892049820635; fWeightMatrix0to1[30][13] = 0.961213636873393; fWeightMatrix0to1[31][13] = 0.431075202939851; fWeightMatrix0to1[32][13] = -0.562910381575137; fWeightMatrix0to1[33][13] = -0.6621494570246; fWeightMatrix0to1[34][13] = 3.28227407791601; fWeightMatrix0to1[35][13] = -0.61948903872431; fWeightMatrix0to1[36][13] = 0.490478353577709; fWeightMatrix0to1[37][13] = 0.533244747079983; fWeightMatrix0to1[38][13] = -0.372993302981763; fWeightMatrix0to1[39][13] = -0.0727310165518494; fWeightMatrix0to1[40][13] = -0.0847014532796972; fWeightMatrix0to1[41][13] = -1.52415676927536; fWeightMatrix0to1[42][13] = -3.37493580819252; fWeightMatrix0to1[43][13] = 0.171308036043299; fWeightMatrix0to1[44][13] = -1.02457174738918; fWeightMatrix0to1[45][13] = -2.31209645241764; fWeightMatrix0to1[46][13] = 0.648908216653717; fWeightMatrix0to1[47][13] = 0.217540604193168; fWeightMatrix0to1[48][13] = -1.80329364674347; fWeightMatrix0to1[49][13] = -0.0338564294655495; fWeightMatrix0to1[50][13] = -0.688480357785039; fWeightMatrix0to1[0][14] = -0.231399080646715; fWeightMatrix0to1[1][14] = 0.892156615877958; fWeightMatrix0to1[2][14] = 0.241853645599774; fWeightMatrix0to1[3][14] = -0.226603967692166; fWeightMatrix0to1[4][14] = 0.0974213967511064; fWeightMatrix0to1[5][14] = 0.218196977573405; fWeightMatrix0to1[6][14] = -0.90347341630947; fWeightMatrix0to1[7][14] = 2.50879496743778; fWeightMatrix0to1[8][14] = -0.145462594441281; fWeightMatrix0to1[9][14] = -2.51203486601249; fWeightMatrix0to1[10][14] = 0.112276904999704; fWeightMatrix0to1[11][14] = -2.38088874038897; fWeightMatrix0to1[12][14] = -0.21549900998968; fWeightMatrix0to1[13][14] = 0.132497920983746; fWeightMatrix0to1[14][14] = -0.029150522337789; fWeightMatrix0to1[15][14] = 0.172286492586314; fWeightMatrix0to1[16][14] = 0.0325704768866302; fWeightMatrix0to1[17][14] = -0.445451619276008; fWeightMatrix0to1[18][14] = 0.364996216210043; fWeightMatrix0to1[19][14] = 2.09010982302437; fWeightMatrix0to1[20][14] = -0.692219151526259; fWeightMatrix0to1[21][14] = 1.21363424202188; fWeightMatrix0to1[22][14] = -0.178161838369858; fWeightMatrix0to1[23][14] = 0.543470563275644; fWeightMatrix0to1[24][14] = -0.317395540299812; fWeightMatrix0to1[25][14] = 0.134973500460137; fWeightMatrix0to1[26][14] = -0.132459246495846; fWeightMatrix0to1[27][14] = 0.00582282096950917; fWeightMatrix0to1[28][14] = 0.110681583861693; fWeightMatrix0to1[29][14] = -0.994369568351963; fWeightMatrix0to1[30][14] = -0.844823600342582; fWeightMatrix0to1[31][14] = 0.034123765758333; fWeightMatrix0to1[32][14] = 0.360314135949948; fWeightMatrix0to1[33][14] = 0.0354689926120352; fWeightMatrix0to1[34][14] = -0.0747903510406069; fWeightMatrix0to1[35][14] = 0.377722867288225; fWeightMatrix0to1[36][14] = -0.929668447948123; fWeightMatrix0to1[37][14] = 0.373951504939346; fWeightMatrix0to1[38][14] = -0.0729899721864626; fWeightMatrix0to1[39][14] = -0.00539996466904787; fWeightMatrix0to1[40][14] = 0.567805696922083; fWeightMatrix0to1[41][14] = 0.257277575354229; fWeightMatrix0to1[42][14] = -0.494396952711126; fWeightMatrix0to1[43][14] = -0.00512333486672172; fWeightMatrix0to1[44][14] = -1.20401702806099; fWeightMatrix0to1[45][14] = 0.963094356589663; fWeightMatrix0to1[46][14] = 0.182057833733161; fWeightMatrix0to1[47][14] = 0.0964569669338783; fWeightMatrix0to1[48][14] = -0.495763571221309; fWeightMatrix0to1[49][14] = -0.426840702768736; fWeightMatrix0to1[50][14] = 1.08425803515182; fWeightMatrix0to1[0][15] = 0.109870270048569; fWeightMatrix0to1[1][15] = -5.28513230692017; fWeightMatrix0to1[2][15] = -0.0050828813561975; fWeightMatrix0to1[3][15] = -2.9138721623388; fWeightMatrix0to1[4][15] = -1.44809574198515; fWeightMatrix0to1[5][15] = -0.088611562434714; fWeightMatrix0to1[6][15] = 0.573406027802596; fWeightMatrix0to1[7][15] = 2.03778547552607; fWeightMatrix0to1[8][15] = 2.9448960201463; fWeightMatrix0to1[9][15] = -0.149499881226341; fWeightMatrix0to1[10][15] = -0.550839526528779; fWeightMatrix0to1[11][15] = -2.91473883642593; fWeightMatrix0to1[12][15] = 2.11265506989363; fWeightMatrix0to1[13][15] = 1.45213701713151; fWeightMatrix0to1[14][15] = 1.33976417884453; fWeightMatrix0to1[15][15] = -2.04690917655908; fWeightMatrix0to1[16][15] = 1.44993639423021; fWeightMatrix0to1[17][15] = 0.0447518512265812; fWeightMatrix0to1[18][15] = -2.25141921381637; fWeightMatrix0to1[19][15] = -1.15265642257818; fWeightMatrix0to1[20][15] = 0.232414625435428; fWeightMatrix0to1[21][15] = -0.621625702035931; fWeightMatrix0to1[22][15] = -1.43517313251815; fWeightMatrix0to1[23][15] = 1.31120998482511; fWeightMatrix0to1[24][15] = -1.74429760134067; fWeightMatrix0to1[25][15] = 1.5569391021331; fWeightMatrix0to1[26][15] = -3.35448246482507; fWeightMatrix0to1[27][15] = -0.605211469423011; fWeightMatrix0to1[28][15] = -0.0784263444526203; fWeightMatrix0to1[29][15] = 1.88985103726921; fWeightMatrix0to1[30][15] = -0.0629973269732525; fWeightMatrix0to1[31][15] = -0.204407456977162; fWeightMatrix0to1[32][15] = 16.247724697404; fWeightMatrix0to1[33][15] = 1.97461791641301; fWeightMatrix0to1[34][15] = -0.74122259547828; fWeightMatrix0to1[35][15] = 3.9120169137008; fWeightMatrix0to1[36][15] = 1.13811693299263; fWeightMatrix0to1[37][15] = 0.420710986818818; fWeightMatrix0to1[38][15] = 0.315902344099566; fWeightMatrix0to1[39][15] = 1.88526372010958; fWeightMatrix0to1[40][15] = 0.0161722414455056; fWeightMatrix0to1[41][15] = 0.764681157218344; fWeightMatrix0to1[42][15] = -0.898755403607851; fWeightMatrix0to1[43][15] = -0.620338559406936; fWeightMatrix0to1[44][15] = -5.5181305741099; fWeightMatrix0to1[45][15] = 0.201704023715743; fWeightMatrix0to1[46][15] = -8.17847368843722; fWeightMatrix0to1[47][15] = -1.50973794171486; fWeightMatrix0to1[48][15] = -0.556629484953931; fWeightMatrix0to1[49][15] = -1.44185337869971; fWeightMatrix0to1[50][15] = 1.04749746175234; fWeightMatrix0to1[0][16] = 0.0323870078712885; fWeightMatrix0to1[1][16] = -0.461838130844429; fWeightMatrix0to1[2][16] = -0.134635444631891; fWeightMatrix0to1[3][16] = -0.540220491259683; fWeightMatrix0to1[4][16] = 0.965382291661974; fWeightMatrix0to1[5][16] = -0.172163759904442; fWeightMatrix0to1[6][16] = 0.512574832880496; fWeightMatrix0to1[7][16] = -2.34140375940027; fWeightMatrix0to1[8][16] = 0.504873068278013; fWeightMatrix0to1[9][16] = 0.607539848050447; fWeightMatrix0to1[10][16] = -0.163356262784301; fWeightMatrix0to1[11][16] = -0.221010851610891; fWeightMatrix0to1[12][16] = 0.874279178546605; fWeightMatrix0to1[13][16] = -0.0705744177780743; fWeightMatrix0to1[14][16] = -0.00118713060517323; fWeightMatrix0to1[15][16] = 2.50289709480389; fWeightMatrix0to1[16][16] = 0.0632593107201548; fWeightMatrix0to1[17][16] = 0.0283454785960392; fWeightMatrix0to1[18][16] = -0.560087396326086; fWeightMatrix0to1[19][16] = 2.03298849587012; fWeightMatrix0to1[20][16] = 4.09098543929383; fWeightMatrix0to1[21][16] = 0.157408626585135; fWeightMatrix0to1[22][16] = 0.0316616197333132; fWeightMatrix0to1[23][16] = -1.08378345231717; fWeightMatrix0to1[24][16] = -0.788706431570669; fWeightMatrix0to1[25][16] = -0.141629154078723; fWeightMatrix0to1[26][16] = -0.00434833550244154; fWeightMatrix0to1[27][16] = 0.90233326638538; fWeightMatrix0to1[28][16] = -0.0602556848571226; fWeightMatrix0to1[29][16] = 0.100059014634214; fWeightMatrix0to1[30][16] = -0.179272329306215; fWeightMatrix0to1[31][16] = 0.956060610640597; fWeightMatrix0to1[32][16] = 0.283249842480144; fWeightMatrix0to1[33][16] = -0.222948930170356; fWeightMatrix0to1[34][16] = 0.900216220533022; fWeightMatrix0to1[35][16] = 0.492673804097057; fWeightMatrix0to1[36][16] = -1.70245402931165; fWeightMatrix0to1[37][16] = -0.00885400270581538; fWeightMatrix0to1[38][16] = -0.184958904654968; fWeightMatrix0to1[39][16] = 5.77006453435799; fWeightMatrix0to1[40][16] = -0.319990237084374; fWeightMatrix0to1[41][16] = -0.401992495880435; fWeightMatrix0to1[42][16] = 1.88160476812171; fWeightMatrix0to1[43][16] = -0.0835288606921307; fWeightMatrix0to1[44][16] = -0.622030063128893; fWeightMatrix0to1[45][16] = 2.10022544681682; fWeightMatrix0to1[46][16] = 0.0741192568294221; fWeightMatrix0to1[47][16] = 0.976613550385103; fWeightMatrix0to1[48][16] = -0.306931390724619; fWeightMatrix0to1[49][16] = 0.132439993672656; fWeightMatrix0to1[50][16] = -0.888977875078209; fWeightMatrix0to1[0][17] = 0.00712184669245185; fWeightMatrix0to1[1][17] = 2.02514170971612; fWeightMatrix0to1[2][17] = -0.106522670813508; fWeightMatrix0to1[3][17] = -0.245545641738641; fWeightMatrix0to1[4][17] = 1.50198791762142; fWeightMatrix0to1[5][17] = -0.0526008719169383; fWeightMatrix0to1[6][17] = 1.8559455199221; fWeightMatrix0to1[7][17] = -1.33791439247474; fWeightMatrix0to1[8][17] = 1.58408295474842; fWeightMatrix0to1[9][17] = -1.14230597220216; fWeightMatrix0to1[10][17] = 0.252604223774751; fWeightMatrix0to1[11][17] = 1.33322152489793; fWeightMatrix0to1[12][17] = 0.0563977405659099; fWeightMatrix0to1[13][17] = -0.508154555009182; fWeightMatrix0to1[14][17] = -0.264412534873564; fWeightMatrix0to1[15][17] = 0.0321496329827821; fWeightMatrix0to1[16][17] = 0.203737478157732; fWeightMatrix0to1[17][17] = 0.720267139455935; fWeightMatrix0to1[18][17] = -1.83265911752251e-05; fWeightMatrix0to1[19][17] = -0.0990910059260581; fWeightMatrix0to1[20][17] = -0.142259181367456; fWeightMatrix0to1[21][17] = 1.15206045668607; fWeightMatrix0to1[22][17] = 0.0618875895896753; fWeightMatrix0to1[23][17] = 1.65380625651242; fWeightMatrix0to1[24][17] = 0.108160319676478; fWeightMatrix0to1[25][17] = 0.491628658923617; fWeightMatrix0to1[26][17] = 0.306857080798933; fWeightMatrix0to1[27][17] = 2.09172970806256; fWeightMatrix0to1[28][17] = -0.0354570953496611; fWeightMatrix0to1[29][17] = -2.58842984638147; fWeightMatrix0to1[30][17] = -2.79600194212221; fWeightMatrix0to1[31][17] = 0.250620771971975; fWeightMatrix0to1[32][17] = 0.294123749316947; fWeightMatrix0to1[33][17] = 0.220038257462152; fWeightMatrix0to1[34][17] = 0.0923213987662964; fWeightMatrix0to1[35][17] = 0.55184402154377; fWeightMatrix0to1[36][17] = 0.065650468022826; fWeightMatrix0to1[37][17] = -0.472433172417764; fWeightMatrix0to1[38][17] = 0.0791371702459723; fWeightMatrix0to1[39][17] = 5.79695381522077; fWeightMatrix0to1[40][17] = 1.68551569423108; fWeightMatrix0to1[41][17] = 1.75685017697884; fWeightMatrix0to1[42][17] = 0.0139907333748227; fWeightMatrix0to1[43][17] = 0.141537085685439; fWeightMatrix0to1[44][17] = -0.801654871836968; fWeightMatrix0to1[45][17] = 3.11400489045536; fWeightMatrix0to1[46][17] = 0.259499205806752; fWeightMatrix0to1[47][17] = 0.700424727436873; fWeightMatrix0to1[48][17] = 0.0623034722865362; fWeightMatrix0to1[49][17] = -0.0940796443715762; fWeightMatrix0to1[50][17] = 2.55281238961757; fWeightMatrix0to1[0][18] = -0.799049880456822; fWeightMatrix0to1[1][18] = -1.92430202243987; fWeightMatrix0to1[2][18] = -1.58471097195977; fWeightMatrix0to1[3][18] = -5.49488896662823; fWeightMatrix0to1[4][18] = -1.41880732133681; fWeightMatrix0to1[5][18] = 1.70808387068714; fWeightMatrix0to1[6][18] = -1.40791913202437; fWeightMatrix0to1[7][18] = 1.91489621848541; fWeightMatrix0to1[8][18] = -2.67963578558685; fWeightMatrix0to1[9][18] = -0.223262762609939; fWeightMatrix0to1[10][18] = 1.51332520377988; fWeightMatrix0to1[11][18] = -0.430908990947987; fWeightMatrix0to1[12][18] = -0.410283715070966; fWeightMatrix0to1[13][18] = 2.90857410027407; fWeightMatrix0to1[14][18] = 0.785708030709266; fWeightMatrix0to1[15][18] = 1.01585675845667; fWeightMatrix0to1[16][18] = -0.626440921988086; fWeightMatrix0to1[17][18] = -0.321614805862298; fWeightMatrix0to1[18][18] = -1.58128502555818; fWeightMatrix0to1[19][18] = -6.2708259302325; fWeightMatrix0to1[20][18] = -2.55857905427382; fWeightMatrix0to1[21][18] = 2.74129166424063; fWeightMatrix0to1[22][18] = 1.65656885831928; fWeightMatrix0to1[23][18] = -1.03590045657242; fWeightMatrix0to1[24][18] = 2.00490756624588; fWeightMatrix0to1[25][18] = 2.2401696614535; fWeightMatrix0to1[26][18] = -0.672107653918898; fWeightMatrix0to1[27][18] = -2.87896349980127; fWeightMatrix0to1[28][18] = -0.249764719557357; fWeightMatrix0to1[29][18] = -0.935689399243814; fWeightMatrix0to1[30][18] = 7.27060124203288; fWeightMatrix0to1[31][18] = 1.73415816585341; fWeightMatrix0to1[32][18] = -31.5252810853157; fWeightMatrix0to1[33][18] = -1.39275546355879; fWeightMatrix0to1[34][18] = 0.906389990283792; fWeightMatrix0to1[35][18] = 2.57095249967101; fWeightMatrix0to1[36][18] = 1.71041110307662; fWeightMatrix0to1[37][18] = -0.656134265257256; fWeightMatrix0to1[38][18] = -3.29871026009149; fWeightMatrix0to1[39][18] = -3.47806403487921; fWeightMatrix0to1[40][18] = -0.104211340816613; fWeightMatrix0to1[41][18] = -0.787667365222018; fWeightMatrix0to1[42][18] = -3.38728869184064; fWeightMatrix0to1[43][18] = 4.21535433955588; fWeightMatrix0to1[44][18] = 2.31693387144986; fWeightMatrix0to1[45][18] = 2.72007123031502; fWeightMatrix0to1[46][18] = -3.87967152566409; fWeightMatrix0to1[47][18] = -0.537430561307019; fWeightMatrix0to1[48][18] = -4.07215926746163; fWeightMatrix0to1[49][18] = -1.29840113117262; fWeightMatrix0to1[50][18] = -0.453932698521404; fWeightMatrix0to1[0][19] = 1.70071895267308; fWeightMatrix0to1[1][19] = -3.02113677840503; fWeightMatrix0to1[2][19] = 0.465064290279069; fWeightMatrix0to1[3][19] = -4.82306433459871; fWeightMatrix0to1[4][19] = -1.53749442261495; fWeightMatrix0to1[5][19] = -2.55226888556137; fWeightMatrix0to1[6][19] = 1.58662953222515; fWeightMatrix0to1[7][19] = 1.13648958981314; fWeightMatrix0to1[8][19] = -1.02287432991; fWeightMatrix0to1[9][19] = -0.17772671507951; fWeightMatrix0to1[10][19] = 1.43654120822236; fWeightMatrix0to1[11][19] = -0.942587385420398; fWeightMatrix0to1[12][19] = 1.77575897877276; fWeightMatrix0to1[13][19] = -2.15397008270715; fWeightMatrix0to1[14][19] = -0.360041858787048; fWeightMatrix0to1[15][19] = 1.27216684593519; fWeightMatrix0to1[16][19] = -0.862332783417124; fWeightMatrix0to1[17][19] = -1.39263891387873; fWeightMatrix0to1[18][19] = 2.63588128007698; fWeightMatrix0to1[19][19] = -1.09680331980602; fWeightMatrix0to1[20][19] = -3.81277193516803; fWeightMatrix0to1[21][19] = 3.10812087213427; fWeightMatrix0to1[22][19] = 1.54797404748119; fWeightMatrix0to1[23][19] = 1.80739990125218; fWeightMatrix0to1[24][19] = 1.09845431881012; fWeightMatrix0to1[25][19] = 0.797076121728808; fWeightMatrix0to1[26][19] = 2.24447858706007; fWeightMatrix0to1[27][19] = 0.959131814120379; fWeightMatrix0to1[28][19] = 0.453459145196211; fWeightMatrix0to1[29][19] = -0.77410538298109; fWeightMatrix0to1[30][19] = 2.19035428180207; fWeightMatrix0to1[31][19] = -2.22043755339132; fWeightMatrix0to1[32][19] = -18.4932010507493; fWeightMatrix0to1[33][19] = -2.08181801986292; fWeightMatrix0to1[34][19] = -2.70262939229535; fWeightMatrix0to1[35][19] = -0.780546809699829; fWeightMatrix0to1[36][19] = -1.19995916683093; fWeightMatrix0to1[37][19] = -1.16240793121849; fWeightMatrix0to1[38][19] = 2.42136486960215; fWeightMatrix0to1[39][19] = -3.30829314887211; fWeightMatrix0to1[40][19] = -1.804816069505; fWeightMatrix0to1[41][19] = -0.374867845579437; fWeightMatrix0to1[42][19] = -0.23482269762159; fWeightMatrix0to1[43][19] = 0.66348826145581; fWeightMatrix0to1[44][19] = -1.0101557759801; fWeightMatrix0to1[45][19] = 0.380187659250964; fWeightMatrix0to1[46][19] = -0.164130862503175; fWeightMatrix0to1[47][19] = 0.169689670734141; fWeightMatrix0to1[48][19] = 7.13171756987618; fWeightMatrix0to1[49][19] = -1.36703862818196; fWeightMatrix0to1[50][19] = 1.2006981529736; fWeightMatrix0to1[0][20] = -2.23369333463599; fWeightMatrix0to1[1][20] = 5.76204706002931; fWeightMatrix0to1[2][20] = 0.969250230506352; fWeightMatrix0to1[3][20] = -18.4258269729151; fWeightMatrix0to1[4][20] = 1.56892543791175; fWeightMatrix0to1[5][20] = -3.66513005487274; fWeightMatrix0to1[6][20] = -1.08284423212758; fWeightMatrix0to1[7][20] = -5.10340127465624; fWeightMatrix0to1[8][20] = 0.684001766371735; fWeightMatrix0to1[9][20] = -11.4474860970557; fWeightMatrix0to1[10][20] = -3.42259888657951; fWeightMatrix0to1[11][20] = 3.90598455541616; fWeightMatrix0to1[12][20] = 0.220088487749419; fWeightMatrix0to1[13][20] = -55.2189682320036; fWeightMatrix0to1[14][20] = 1.66072293310585; fWeightMatrix0to1[15][20] = 2.94312935122901; fWeightMatrix0to1[16][20] = 0.312007630442633; fWeightMatrix0to1[17][20] = 5.11949546284009; fWeightMatrix0to1[18][20] = 14.1815204697845; fWeightMatrix0to1[19][20] = -28.6411486176972; fWeightMatrix0to1[20][20] = 8.46884023654907; fWeightMatrix0to1[21][20] = -3.39560881634663; fWeightMatrix0to1[22][20] = -0.243537558377352; fWeightMatrix0to1[23][20] = -2.05112920178239; fWeightMatrix0to1[24][20] = -1.75790445754995; fWeightMatrix0to1[25][20] = -4.05730212295069; fWeightMatrix0to1[26][20] = 41.200510088547; fWeightMatrix0to1[27][20] = 0.937626703502505; fWeightMatrix0to1[28][20] = 0.044572140392049; fWeightMatrix0to1[29][20] = 0.320443272338778; fWeightMatrix0to1[30][20] = -3.72266518329869; fWeightMatrix0to1[31][20] = 0.206333965096235; fWeightMatrix0to1[32][20] = -60.1843957234556; fWeightMatrix0to1[33][20] = -8.63482491900761; fWeightMatrix0to1[34][20] = -14.6631538300254; fWeightMatrix0to1[35][20] = -16.3123779479178; fWeightMatrix0to1[36][20] = -0.101218752394562; fWeightMatrix0to1[37][20] = 6.54793012675245; fWeightMatrix0to1[38][20] = 4.79359457078; fWeightMatrix0to1[39][20] = -49.6506536048108; fWeightMatrix0to1[40][20] = 1.77402451779063; fWeightMatrix0to1[41][20] = 0.498920258204259; fWeightMatrix0to1[42][20] = 0.460393100994863; fWeightMatrix0to1[43][20] = -1.45676990716347; fWeightMatrix0to1[44][20] = 2.01829303895348; fWeightMatrix0to1[45][20] = 9.83822659180166; fWeightMatrix0to1[46][20] = 21.1604991376402; fWeightMatrix0to1[47][20] = -1.76640916275392; fWeightMatrix0to1[48][20] = 59.7016150986301; fWeightMatrix0to1[49][20] = -1.00606681071837; fWeightMatrix0to1[50][20] = 1.0227198989253; fWeightMatrix0to1[0][21] = 1.2050187308129; fWeightMatrix0to1[1][21] = 4.57325942524907; fWeightMatrix0to1[2][21] = -1.93725791580563; fWeightMatrix0to1[3][21] = 18.5596731876961; fWeightMatrix0to1[4][21] = 0.895405902703218; fWeightMatrix0to1[5][21] = -1.52732236918388; fWeightMatrix0to1[6][21] = 1.92491689001653; fWeightMatrix0to1[7][21] = -0.998197209849699; fWeightMatrix0to1[8][21] = 0.931571521109656; fWeightMatrix0to1[9][21] = 13.4946835908358; fWeightMatrix0to1[10][21] = -0.992607105991123; fWeightMatrix0to1[11][21] = 1.64669644255196; fWeightMatrix0to1[12][21] = 0.500846581281406; fWeightMatrix0to1[13][21] = -13.2744196168457; fWeightMatrix0to1[14][21] = -2.10525635620785; fWeightMatrix0to1[15][21] = 1.03926325435105; fWeightMatrix0to1[16][21] = 0.654096955936351; fWeightMatrix0to1[17][21] = -0.39043970396398; fWeightMatrix0to1[18][21] = -4.54937441524546; fWeightMatrix0to1[19][21] = 19.6466418082643; fWeightMatrix0to1[20][21] = -3.34433717438356; fWeightMatrix0to1[21][21] = 1.53995072862125; fWeightMatrix0to1[22][21] = -1.07928393745287; fWeightMatrix0to1[23][21] = -1.16052868333487; fWeightMatrix0to1[24][21] = 1.62916809613262; fWeightMatrix0to1[25][21] = 3.60514558351083; fWeightMatrix0to1[26][21] = -12.6946022196247; fWeightMatrix0to1[27][21] = -1.01312520724868; fWeightMatrix0to1[28][21] = -0.446498490408868; fWeightMatrix0to1[29][21] = -0.712381565436161; fWeightMatrix0to1[30][21] = -2.64820520271554; fWeightMatrix0to1[31][21] = 0.522664465215678; fWeightMatrix0to1[32][21] = -1.11771223751366; fWeightMatrix0to1[33][21] = 6.04751774391293; fWeightMatrix0to1[34][21] = 4.65364177214234; fWeightMatrix0to1[35][21] = 6.44944455976227; fWeightMatrix0to1[36][21] = 1.57312227235013; fWeightMatrix0to1[37][21] = -3.89141932924228; fWeightMatrix0to1[38][21] = -1.20013579751302; fWeightMatrix0to1[39][21] = 20.0646139460453; fWeightMatrix0to1[40][21] = -2.06207839246845; fWeightMatrix0to1[41][21] = 0.00909086734746014; fWeightMatrix0to1[42][21] = 2.91862242885592; fWeightMatrix0to1[43][21] = 2.18414307808283; fWeightMatrix0to1[44][21] = 1.49739126887107; fWeightMatrix0to1[45][21] = 3.71157281378842; fWeightMatrix0to1[46][21] = 9.58945044163982; fWeightMatrix0to1[47][21] = -2.06072495304642; fWeightMatrix0to1[48][21] = -11.1393560259398; fWeightMatrix0to1[49][21] = -3.23761757501365; fWeightMatrix0to1[50][21] = 1.67986834759771; fWeightMatrix0to1[0][22] = 0.213286080112801; fWeightMatrix0to1[1][22] = 5.87243019830218; fWeightMatrix0to1[2][22] = 1.45468192189022; fWeightMatrix0to1[3][22] = 10.916279259879; fWeightMatrix0to1[4][22] = 0.0356841188442108; fWeightMatrix0to1[5][22] = 1.56297330672797; fWeightMatrix0to1[6][22] = 0.696705067259787; fWeightMatrix0to1[7][22] = 0.00120861899595919; fWeightMatrix0to1[8][22] = 0.565877319440504; fWeightMatrix0to1[9][22] = 8.12287516240126; fWeightMatrix0to1[10][22] = -0.40161343426784; fWeightMatrix0to1[11][22] = 1.3258243305497; fWeightMatrix0to1[12][22] = 1.85285799251136; fWeightMatrix0to1[13][22] = -19.8160989719506; fWeightMatrix0to1[14][22] = -0.83704501740005; fWeightMatrix0to1[15][22] = 2.90651557028548; fWeightMatrix0to1[16][22] = -1.68360225426158; fWeightMatrix0to1[17][22] = -0.291283497455181; fWeightMatrix0to1[18][22] = -0.809394565149889; fWeightMatrix0to1[19][22] = 10.830416104317; fWeightMatrix0to1[20][22] = 0.935014904824752; fWeightMatrix0to1[21][22] = 0.219312489602305; fWeightMatrix0to1[22][22] = 0.930722717859831; fWeightMatrix0to1[23][22] = -0.0373523081522387; fWeightMatrix0to1[24][22] = -0.379584727594033; fWeightMatrix0to1[25][22] = 0.313317227150964; fWeightMatrix0to1[26][22] = -0.0471219834209069; fWeightMatrix0to1[27][22] = 1.30076477056544; fWeightMatrix0to1[28][22] = 0.0721508006304583; fWeightMatrix0to1[29][22] = -1.12307649899884; fWeightMatrix0to1[30][22] = -4.29259039477885; fWeightMatrix0to1[31][22] = -0.162058962976034; fWeightMatrix0to1[32][22] = -4.49883950650993; fWeightMatrix0to1[33][22] = 3.76175179895268; fWeightMatrix0to1[34][22] = 2.79559127660619; fWeightMatrix0to1[35][22] = 2.46576154589782; fWeightMatrix0to1[36][22] = -0.489326098009492; fWeightMatrix0to1[37][22] = -1.84496999254665; fWeightMatrix0to1[38][22] = 2.95825142436162; fWeightMatrix0to1[39][22] = 3.46213870822199; fWeightMatrix0to1[40][22] = -1.35737713125424; fWeightMatrix0to1[41][22] = -1.01328949934407; fWeightMatrix0to1[42][22] = 3.30791423946202; fWeightMatrix0to1[43][22] = 0.930137323174167; fWeightMatrix0to1[44][22] = -0.825510837870597; fWeightMatrix0to1[45][22] = 3.67445568067936; fWeightMatrix0to1[46][22] = 13.2805059028163; fWeightMatrix0to1[47][22] = -1.53885062790134; fWeightMatrix0to1[48][22] = 2.13187159784847; fWeightMatrix0to1[49][22] = -0.85820224971173; fWeightMatrix0to1[50][22] = 1.4876301206745; fWeightMatrix0to1[0][23] = -1.28600258790075; fWeightMatrix0to1[1][23] = -1.50927424006444; fWeightMatrix0to1[2][23] = -1.08796222489645; fWeightMatrix0to1[3][23] = -0.977431052865829; fWeightMatrix0to1[4][23] = 1.03981297153169; fWeightMatrix0to1[5][23] = 0.79521617812614; fWeightMatrix0to1[6][23] = -0.311105568059758; fWeightMatrix0to1[7][23] = -0.432830632660879; fWeightMatrix0to1[8][23] = 1.54089600512932; fWeightMatrix0to1[9][23] = 0.7075379816622; fWeightMatrix0to1[10][23] = -2.25235970778272; fWeightMatrix0to1[11][23] = 1.00940997641979; fWeightMatrix0to1[12][23] = -2.01531446447165; fWeightMatrix0to1[13][23] = -8.90762224090849; fWeightMatrix0to1[14][23] = -1.41219159981665; fWeightMatrix0to1[15][23] = -1.106048426525; fWeightMatrix0to1[16][23] = 0.23929748177817; fWeightMatrix0to1[17][23] = -1.12888478017358; fWeightMatrix0to1[18][23] = -1.08123952088172; fWeightMatrix0to1[19][23] = -1.49844884045119; fWeightMatrix0to1[20][23] = 0.424694704570019; fWeightMatrix0to1[21][23] = -0.131097625645935; fWeightMatrix0to1[22][23] = 0.426515093316091; fWeightMatrix0to1[23][23] = -2.26323356858324; fWeightMatrix0to1[24][23] = -1.46804442444763; fWeightMatrix0to1[25][23] = -1.20868498652125; fWeightMatrix0to1[26][23] = 2.72283792435052; fWeightMatrix0to1[27][23] = 0.192269292848759; fWeightMatrix0to1[28][23] = 0.190432179080407; fWeightMatrix0to1[29][23] = 1.30008761105078; fWeightMatrix0to1[30][23] = 0.871699060439731; fWeightMatrix0to1[31][23] = -2.48418806654744; fWeightMatrix0to1[32][23] = -1.67384222380309; fWeightMatrix0to1[33][23] = -0.658296838009494; fWeightMatrix0to1[34][23] = 0.53263939097243; fWeightMatrix0to1[35][23] = -1.0536041865524; fWeightMatrix0to1[36][23] = 0.141328542912187; fWeightMatrix0to1[37][23] = 1.47104600506511; fWeightMatrix0to1[38][23] = 1.59996493606367; fWeightMatrix0to1[39][23] = -0.103031005721871; fWeightMatrix0to1[40][23] = -0.311460689454073; fWeightMatrix0to1[41][23] = 0.308542659289326; fWeightMatrix0to1[42][23] = -2.30464611081406; fWeightMatrix0to1[43][23] = -1.63384806063868; fWeightMatrix0to1[44][23] = -0.763256223701026; fWeightMatrix0to1[45][23] = 2.96346098335203; fWeightMatrix0to1[46][23] = 0.685587561666573; fWeightMatrix0to1[47][23] = -1.01194811492441; fWeightMatrix0to1[48][23] = 5.05254344740239; fWeightMatrix0to1[49][23] = 1.16036111944533; fWeightMatrix0to1[50][23] = -2.17523029857939; fWeightMatrix0to1[0][24] = 0.0432111301012479; fWeightMatrix0to1[1][24] = -3.01298700989668; fWeightMatrix0to1[2][24] = 0.68154909395154; fWeightMatrix0to1[3][24] = -1.52998668665687; fWeightMatrix0to1[4][24] = -1.88809485092785; fWeightMatrix0to1[5][24] = -0.743682326060825; fWeightMatrix0to1[6][24] = 1.79084982668197; fWeightMatrix0to1[7][24] = 1.44087202199359; fWeightMatrix0to1[8][24] = -1.7626699302836; fWeightMatrix0to1[9][24] = -0.519576306112784; fWeightMatrix0to1[10][24] = -1.6717236091488; fWeightMatrix0to1[11][24] = 1.74599528967687; fWeightMatrix0to1[12][24] = -0.924321812518754; fWeightMatrix0to1[13][24] = -7.66263243435241; fWeightMatrix0to1[14][24] = -0.487930182225251; fWeightMatrix0to1[15][24] = -0.176268831889946; fWeightMatrix0to1[16][24] = -1.34415718914642; fWeightMatrix0to1[17][24] = -0.618387294075054; fWeightMatrix0to1[18][24] = 0.627941958678231; fWeightMatrix0to1[19][24] = -0.60322319390383; fWeightMatrix0to1[20][24] = -0.784239577928465; fWeightMatrix0to1[21][24] = -1.44866539287274; fWeightMatrix0to1[22][24] = 0.0720316374844534; fWeightMatrix0to1[23][24] = -0.575717378397772; fWeightMatrix0to1[24][24] = 0.845998949302704; fWeightMatrix0to1[25][24] = 2.01420894509124; fWeightMatrix0to1[26][24] = -0.676772491458039; fWeightMatrix0to1[27][24] = 1.03022350960034; fWeightMatrix0to1[28][24] = -0.0463631484111179; fWeightMatrix0to1[29][24] = 1.35792004592417; fWeightMatrix0to1[30][24] = 1.28080312319142; fWeightMatrix0to1[31][24] = 1.03847045766866; fWeightMatrix0to1[32][24] = 0.939807916066114; fWeightMatrix0to1[33][24] = -0.26755719272751; fWeightMatrix0to1[34][24] = 0.29799844366386; fWeightMatrix0to1[35][24] = 2.00386438202271; fWeightMatrix0to1[36][24] = -1.08391796543141; fWeightMatrix0to1[37][24] = -2.07495954143134; fWeightMatrix0to1[38][24] = 1.90546039417319; fWeightMatrix0to1[39][24] = -1.21214571007821; fWeightMatrix0to1[40][24] = 1.39170122474021; fWeightMatrix0to1[41][24] = -1.60313360197079; fWeightMatrix0to1[42][24] = -0.9615901064299; fWeightMatrix0to1[43][24] = 0.801553822622261; fWeightMatrix0to1[44][24] = 0.468906684225897; fWeightMatrix0to1[45][24] = 0.97544949252364; fWeightMatrix0to1[46][24] = -1.43771002280023; fWeightMatrix0to1[47][24] = 0.416363023572988; fWeightMatrix0to1[48][24] = 5.92201070364784; fWeightMatrix0to1[49][24] = 0.436738781976073; fWeightMatrix0to1[50][24] = -1.81451907097259; fWeightMatrix0to1[0][25] = -0.12603731699928; fWeightMatrix0to1[1][25] = -0.0609194960911359; fWeightMatrix0to1[2][25] = -1.57362518670695; fWeightMatrix0to1[3][25] = 0.0864002107334018; fWeightMatrix0to1[4][25] = -0.0675245335569502; fWeightMatrix0to1[5][25] = 0.0414250296893159; fWeightMatrix0to1[6][25] = -1.80515453528129; fWeightMatrix0to1[7][25] = 0.156554627477597; fWeightMatrix0to1[8][25] = -0.434492747011326; fWeightMatrix0to1[9][25] = -0.308980935340014; fWeightMatrix0to1[10][25] = 0.400651988282567; fWeightMatrix0to1[11][25] = -0.489482862446329; fWeightMatrix0to1[12][25] = -0.268393386576908; fWeightMatrix0to1[13][25] = -7.76367649074063; fWeightMatrix0to1[14][25] = 1.60541245510238; fWeightMatrix0to1[15][25] = -1.0029354368952; fWeightMatrix0to1[16][25] = -0.0187740949457291; fWeightMatrix0to1[17][25] = -0.0631479561706721; fWeightMatrix0to1[18][25] = -0.581603974663883; fWeightMatrix0to1[19][25] = -0.396856708599905; fWeightMatrix0to1[20][25] = -0.345122576783299; fWeightMatrix0to1[21][25] = 0.127620387036203; fWeightMatrix0to1[22][25] = -0.10581300582315; fWeightMatrix0to1[23][25] = -0.84426123514469; fWeightMatrix0to1[24][25] = -0.580804583263807; fWeightMatrix0to1[25][25] = -1.32184163085614; fWeightMatrix0to1[26][25] = 0.02230470832309; fWeightMatrix0to1[27][25] = -1.08088495198178; fWeightMatrix0to1[28][25] = 1.91237367299682; fWeightMatrix0to1[29][25] = 0.224622740225617; fWeightMatrix0to1[30][25] = -0.566139537015581; fWeightMatrix0to1[31][25] = -1.74176031322572; fWeightMatrix0to1[32][25] = 0.0251211028384941; fWeightMatrix0to1[33][25] = 1.96459571432616; fWeightMatrix0to1[34][25] = 0.347114891346448; fWeightMatrix0to1[35][25] = 0.5266490382714; fWeightMatrix0to1[36][25] = 1.67642760066995; fWeightMatrix0to1[37][25] = -0.0750666098541671; fWeightMatrix0to1[38][25] = 1.32376301063976; fWeightMatrix0to1[39][25] = 0.0665802910160953; fWeightMatrix0to1[40][25] = 1.98359330468194; fWeightMatrix0to1[41][25] = 1.53826641525502; fWeightMatrix0to1[42][25] = -0.126564157207554; fWeightMatrix0to1[43][25] = 0.0593739637137475; fWeightMatrix0to1[44][25] = -0.584247860896928; fWeightMatrix0to1[45][25] = 1.6724681424847; fWeightMatrix0to1[46][25] = -0.0595265671656459; fWeightMatrix0to1[47][25] = 0.882528749669914; fWeightMatrix0to1[48][25] = 4.13296326947117; fWeightMatrix0to1[49][25] = 0.125616841412763; fWeightMatrix0to1[50][25] = -1.96335085261319; fWeightMatrix0to1[0][26] = 0.0180303146608576; fWeightMatrix0to1[1][26] = -1.33952553424614; fWeightMatrix0to1[2][26] = -1.3765903510418; fWeightMatrix0to1[3][26] = -1.04566464774033; fWeightMatrix0to1[4][26] = 0.834153120175495; fWeightMatrix0to1[5][26] = 1.57572432056589; fWeightMatrix0to1[6][26] = 0.908847993826263; fWeightMatrix0to1[7][26] = 1.66909258772167; fWeightMatrix0to1[8][26] = -0.935625487126842; fWeightMatrix0to1[9][26] = -1.0438788733559; fWeightMatrix0to1[10][26] = 0.94872031114601; fWeightMatrix0to1[11][26] = 1.4123817765423; fWeightMatrix0to1[12][26] = -1.98415794128015; fWeightMatrix0to1[13][26] = -6.02098988093049; fWeightMatrix0to1[14][26] = 1.06142128446435; fWeightMatrix0to1[15][26] = -1.19355720625032; fWeightMatrix0to1[16][26] = 0.0192125037227276; fWeightMatrix0to1[17][26] = -0.349086288990679; fWeightMatrix0to1[18][26] = 0.288182516452733; fWeightMatrix0to1[19][26] = 0.143909450262706; fWeightMatrix0to1[20][26] = -1.50185964120687; fWeightMatrix0to1[21][26] = -0.962529181107846; fWeightMatrix0to1[22][26] = 0.970504720806377; fWeightMatrix0to1[23][26] = 0.97837850537254; fWeightMatrix0to1[24][26] = 1.82187531270847; fWeightMatrix0to1[25][26] = 1.64374144850461; fWeightMatrix0to1[26][26] = 0.909487057773317; fWeightMatrix0to1[27][26] = 0.209147516638891; fWeightMatrix0to1[28][26] = -1.6465659877198; fWeightMatrix0to1[29][26] = -2.1355325602157; fWeightMatrix0to1[30][26] = 0.141835786937534; fWeightMatrix0to1[31][26] = -1.23418574239926; fWeightMatrix0to1[32][26] = -0.477253522722256; fWeightMatrix0to1[33][26] = -1.52245588617686; fWeightMatrix0to1[34][26] = 1.18824480685606; fWeightMatrix0to1[35][26] = 1.43530639801557; fWeightMatrix0to1[36][26] = -0.160096186952984; fWeightMatrix0to1[37][26] = 0.312898577877419; fWeightMatrix0to1[38][26] = 1.57076753384025; fWeightMatrix0to1[39][26] = -2.22769545412963; fWeightMatrix0to1[40][26] = 0.926414951215913; fWeightMatrix0to1[41][26] = 1.46372953857658; fWeightMatrix0to1[42][26] = -1.23687147514515; fWeightMatrix0to1[43][26] = 0.870659364637662; fWeightMatrix0to1[44][26] = 1.0380369691053; fWeightMatrix0to1[45][26] = 0.573552196574657; fWeightMatrix0to1[46][26] = 0.671768718849014; fWeightMatrix0to1[47][26] = 1.22197434093266; fWeightMatrix0to1[48][26] = 5.06284803244437; fWeightMatrix0to1[49][26] = 0.823631215732366; fWeightMatrix0to1[50][26] = -0.131937542872593; fWeightMatrix0to1[0][27] = -0.0955376192260474; fWeightMatrix0to1[1][27] = -0.560359208064761; fWeightMatrix0to1[2][27] = -0.426960958005915; fWeightMatrix0to1[3][27] = -0.270841036664041; fWeightMatrix0to1[4][27] = 0.523264793756505; fWeightMatrix0to1[5][27] = 0.585307521554773; fWeightMatrix0to1[6][27] = -0.661695175019666; fWeightMatrix0to1[7][27] = 3.35601401960731; fWeightMatrix0to1[8][27] = 2.10061792073276; fWeightMatrix0to1[9][27] = -1.32887191512683; fWeightMatrix0to1[10][27] = -0.0230591981390391; fWeightMatrix0to1[11][27] = -0.39449714215407; fWeightMatrix0to1[12][27] = -1.10245418167939; fWeightMatrix0to1[13][27] = -0.278341273830596; fWeightMatrix0to1[14][27] = -0.076900817149683; fWeightMatrix0to1[15][27] = -0.078838881782406; fWeightMatrix0to1[16][27] = 1.76261525248722; fWeightMatrix0to1[17][27] = 0.506640115506588; fWeightMatrix0to1[18][27] = 0.252665101169441; fWeightMatrix0to1[19][27] = 0.257955596327395; fWeightMatrix0to1[20][27] = -8.49198644566441; fWeightMatrix0to1[21][27] = 1.05875114288681; fWeightMatrix0to1[22][27] = -0.0877749697273607; fWeightMatrix0to1[23][27] = -1.61403585140368; fWeightMatrix0to1[24][27] = -0.588608396953172; fWeightMatrix0to1[25][27] = -0.66466551345269; fWeightMatrix0to1[26][27] = -2.09706478495298; fWeightMatrix0to1[27][27] = -0.200592094783982; fWeightMatrix0to1[28][27] = -0.1004473204386; fWeightMatrix0to1[29][27] = -1.42194109507558; fWeightMatrix0to1[30][27] = -2.37952646700081; fWeightMatrix0to1[31][27] = 0.219557402294015; fWeightMatrix0to1[32][27] = 0.251093494855161; fWeightMatrix0to1[33][27] = -0.0600360036852882; fWeightMatrix0to1[34][27] = -0.288944492227973; fWeightMatrix0to1[35][27] = 0.592343195913527; fWeightMatrix0to1[36][27] = -0.198364367343877; fWeightMatrix0to1[37][27] = -0.279167024655089; fWeightMatrix0to1[38][27] = -0.0455138747296097; fWeightMatrix0to1[39][27] = -0.223988007721949; fWeightMatrix0to1[40][27] = -1.06355188271749; fWeightMatrix0to1[41][27] = 0.370561490251435; fWeightMatrix0to1[42][27] = 0.658105309053899; fWeightMatrix0to1[43][27] = 0.146102260767724; fWeightMatrix0to1[44][27] = -1.87614979084212; fWeightMatrix0to1[45][27] = 0.340209087885456; fWeightMatrix0to1[46][27] = 0.61045518340676; fWeightMatrix0to1[47][27] = -1.58139727892143; fWeightMatrix0to1[48][27] = -0.335088342190802; fWeightMatrix0to1[49][27] = 0.539599044762001; fWeightMatrix0to1[50][27] = 1.01477213302506; fWeightMatrix0to1[0][28] = 0.751681392309586; fWeightMatrix0to1[1][28] = -1.07770615288677; fWeightMatrix0to1[2][28] = 0.559527633307304; fWeightMatrix0to1[3][28] = 0.0255494778788025; fWeightMatrix0to1[4][28] = 0.682127039448353; fWeightMatrix0to1[5][28] = -0.372813300610454; fWeightMatrix0to1[6][28] = -0.28420402132855; fWeightMatrix0to1[7][28] = -1.22014881033521; fWeightMatrix0to1[8][28] = 0.189291111190904; fWeightMatrix0to1[9][28] = 1.69755562441979; fWeightMatrix0to1[10][28] = -1.95476126026031; fWeightMatrix0to1[11][28] = -1.50662776703379; fWeightMatrix0to1[12][28] = -0.903099490268395; fWeightMatrix0to1[13][28] = -9.26846952311298; fWeightMatrix0to1[14][28] = 1.530952826357; fWeightMatrix0to1[15][28] = -1.32747889304839; fWeightMatrix0to1[16][28] = 0.486729808972846; fWeightMatrix0to1[17][28] = 1.5353722248393; fWeightMatrix0to1[18][28] = 0.681585283278965; fWeightMatrix0to1[19][28] = 2.02438765221508; fWeightMatrix0to1[20][28] = 0.446001848278353; fWeightMatrix0to1[21][28] = 2.12199912638421; fWeightMatrix0to1[22][28] = -0.505385908558388; fWeightMatrix0to1[23][28] = -0.842003749890492; fWeightMatrix0to1[24][28] = 1.24188646894859; fWeightMatrix0to1[25][28] = 0.375766711866641; fWeightMatrix0to1[26][28] = -1.60313754498564; fWeightMatrix0to1[27][28] = 0.198102931377862; fWeightMatrix0to1[28][28] = -0.157264899216588; fWeightMatrix0to1[29][28] = 1.36767820868542; fWeightMatrix0to1[30][28] = 2.18908147884453; fWeightMatrix0to1[31][28] = 0.870242551092702; fWeightMatrix0to1[32][28] = 0.978218116173664; fWeightMatrix0to1[33][28] = -1.07418564558938; fWeightMatrix0to1[34][28] = -1.20567838966106; fWeightMatrix0to1[35][28] = -1.05953652930338; fWeightMatrix0to1[36][28] = 1.1258897931333; fWeightMatrix0to1[37][28] = 0.639553575469871; fWeightMatrix0to1[38][28] = -0.0157130592639152; fWeightMatrix0to1[39][28] = 1.49707004080965; fWeightMatrix0to1[40][28] = 0.406586069129939; fWeightMatrix0to1[41][28] = 0.360750158827828; fWeightMatrix0to1[42][28] = -0.563001017347924; fWeightMatrix0to1[43][28] = 0.895771125056933; fWeightMatrix0to1[44][28] = 1.13597840193414; fWeightMatrix0to1[45][28] = 3.05073874953153; fWeightMatrix0to1[46][28] = 0.551198704155467; fWeightMatrix0to1[47][28] = 0.0659297662156775; fWeightMatrix0to1[48][28] = 5.93281606542223; fWeightMatrix0to1[49][28] = -1.86143988439138; fWeightMatrix0to1[50][28] = -2.56158996663142; fWeightMatrix0to1[0][29] = 1.91539367889813; fWeightMatrix0to1[1][29] = 3.39878017743279; fWeightMatrix0to1[2][29] = -0.995061551254639; fWeightMatrix0to1[3][29] = 2.46744423664302; fWeightMatrix0to1[4][29] = -3.09907185386282; fWeightMatrix0to1[5][29] = 0.291013765012856; fWeightMatrix0to1[6][29] = -0.302047690040581; fWeightMatrix0to1[7][29] = 1.6228289527037; fWeightMatrix0to1[8][29] = -1.79674700220664; fWeightMatrix0to1[9][29] = -0.0836177329403276; fWeightMatrix0to1[10][29] = -1.83933960458208; fWeightMatrix0to1[11][29] = 0.457699088620881; fWeightMatrix0to1[12][29] = -1.26426157266092; fWeightMatrix0to1[13][29] = 9.88784637735294; fWeightMatrix0to1[14][29] = -2.12130741907886; fWeightMatrix0to1[15][29] = -2.60151907169843; fWeightMatrix0to1[16][29] = 0.446325404384186; fWeightMatrix0to1[17][29] = -0.413975560867865; fWeightMatrix0to1[18][29] = -2.2382977143301; fWeightMatrix0to1[19][29] = 2.14771255648994; fWeightMatrix0to1[20][29] = -0.41678557155859; fWeightMatrix0to1[21][29] = 1.21077896146172; fWeightMatrix0to1[22][29] = 0.416917698553459; fWeightMatrix0to1[23][29] = -1.14818775082587; fWeightMatrix0to1[24][29] = 2.29184512190703; fWeightMatrix0to1[25][29] = 1.38043021124473; fWeightMatrix0to1[26][29] = -5.3024146715886; fWeightMatrix0to1[27][29] = 1.37559403727151; fWeightMatrix0to1[28][29] = -0.562026218838071; fWeightMatrix0to1[29][29] = -1.06027564164462; fWeightMatrix0to1[30][29] = 0.785072145733544; fWeightMatrix0to1[31][29] = 2.19928154409116; fWeightMatrix0to1[32][29] = 5.00643016489692; fWeightMatrix0to1[33][29] = 1.846276659211; fWeightMatrix0to1[34][29] = 3.08656705497282; fWeightMatrix0to1[35][29] = 4.53952115510979; fWeightMatrix0to1[36][29] = -1.48349752422982; fWeightMatrix0to1[37][29] = -1.09496158381803; fWeightMatrix0to1[38][29] = -1.81892908238429; fWeightMatrix0to1[39][29] = 1.66392040815672; fWeightMatrix0to1[40][29] = 0.376286858851443; fWeightMatrix0to1[41][29] = -1.36286487469426; fWeightMatrix0to1[42][29] = 1.68996851752461; fWeightMatrix0to1[43][29] = 0.549727856163542; fWeightMatrix0to1[44][29] = 0.413674783177118; fWeightMatrix0to1[45][29] = -1.73982204346396; fWeightMatrix0to1[46][29] = -14.5821543160279; fWeightMatrix0to1[47][29] = -0.203337320259775; fWeightMatrix0to1[48][29] = -7.42504896600876; fWeightMatrix0to1[49][29] = -1.53136911605475; fWeightMatrix0to1[50][29] = -1.81266397719875; fWeightMatrix0to1[0][30] = -1.85651793440596; fWeightMatrix0to1[1][30] = 3.04458377434494; fWeightMatrix0to1[2][30] = 0.548422097780387; fWeightMatrix0to1[3][30] = -2.53753478226668; fWeightMatrix0to1[4][30] = 1.86560790292979; fWeightMatrix0to1[5][30] = -2.4030164363806; fWeightMatrix0to1[6][30] = 1.0874875219798; fWeightMatrix0to1[7][30] = -3.21720249885925; fWeightMatrix0to1[8][30] = 0.376624137597706; fWeightMatrix0to1[9][30] = -1.71067923107863; fWeightMatrix0to1[10][30] = 1.05088961491574; fWeightMatrix0to1[11][30] = 2.03256237259435; fWeightMatrix0to1[12][30] = 0.946182738717738; fWeightMatrix0to1[13][30] = -9.82330154848396; fWeightMatrix0to1[14][30] = 1.71998696913563; fWeightMatrix0to1[15][30] = -0.804090680799344; fWeightMatrix0to1[16][30] = -0.0464425684289331; fWeightMatrix0to1[17][30] = 0.11327422433753; fWeightMatrix0to1[18][30] = 2.21710020238081; fWeightMatrix0to1[19][30] = -1.79747116628825; fWeightMatrix0to1[20][30] = -1.45733209723793; fWeightMatrix0to1[21][30] = -0.83423117201449; fWeightMatrix0to1[22][30] = -0.559114526135737; fWeightMatrix0to1[23][30] = -0.554349810026306; fWeightMatrix0to1[24][30] = -1.87957683051551; fWeightMatrix0to1[25][30] = -0.793718167319981; fWeightMatrix0to1[26][30] = 5.1182096349832; fWeightMatrix0to1[27][30] = 0.612149722572495; fWeightMatrix0to1[28][30] = -0.640558805742499; fWeightMatrix0to1[29][30] = -0.0150374513919586; fWeightMatrix0to1[30][30] = -0.130008284583128; fWeightMatrix0to1[31][30] = -0.136509673048555; fWeightMatrix0to1[32][30] = -5.17351489378949; fWeightMatrix0to1[33][30] = -3.44125459634935; fWeightMatrix0to1[34][30] = -3.50647888115276; fWeightMatrix0to1[35][30] = -3.82843432330061; fWeightMatrix0to1[36][30] = 2.17332528073407; fWeightMatrix0to1[37][30] = 1.4959699494376; fWeightMatrix0to1[38][30] = 1.55746021680868; fWeightMatrix0to1[39][30] = -1.56864418563127; fWeightMatrix0to1[40][30] = -0.201121024937473; fWeightMatrix0to1[41][30] = -0.993747698118217; fWeightMatrix0to1[42][30] = 2.03013235234003; fWeightMatrix0to1[43][30] = -0.809462416062834; fWeightMatrix0to1[44][30] = -0.955034940189335; fWeightMatrix0to1[45][30] = 1.3958966982903; fWeightMatrix0to1[46][30] = -2.52431709211869; fWeightMatrix0to1[47][30] = 1.01261575613703; fWeightMatrix0to1[48][30] = 7.61674492844309; fWeightMatrix0to1[49][30] = 1.72416982896889; fWeightMatrix0to1[50][30] = -0.537527499768524; fWeightMatrix0to1[0][31] = -0.652746293949789; fWeightMatrix0to1[1][31] = -0.949605885773156; fWeightMatrix0to1[2][31] = 0.994383744414188; fWeightMatrix0to1[3][31] = -0.438476181748787; fWeightMatrix0to1[4][31] = -1.62490933141162; fWeightMatrix0to1[5][31] = 1.05539786650773; fWeightMatrix0to1[6][31] = -1.83798826580684; fWeightMatrix0to1[7][31] = -0.421590039795864; fWeightMatrix0to1[8][31] = -1.3034324523285; fWeightMatrix0to1[9][31] = 0.712440977952938; fWeightMatrix0to1[10][31] = 0.631927316103947; fWeightMatrix0to1[11][31] = 0.810220373055581; fWeightMatrix0to1[12][31] = -1.59888377388424; fWeightMatrix0to1[13][31] = 0.0129633354925511; fWeightMatrix0to1[14][31] = 1.14980798841385; fWeightMatrix0to1[15][31] = -0.320232138975929; fWeightMatrix0to1[16][31] = -1.74592470410843; fWeightMatrix0to1[17][31] = 3.09432857279413; fWeightMatrix0to1[18][31] = 0.248030224805063; fWeightMatrix0to1[19][31] = 1.41022112550192; fWeightMatrix0to1[20][31] = 0.983587938802845; fWeightMatrix0to1[21][31] = -1.1187219403894; fWeightMatrix0to1[22][31] = 1.77051293684528; fWeightMatrix0to1[23][31] = 0.578770056617254; fWeightMatrix0to1[24][31] = -0.814776330426301; fWeightMatrix0to1[25][31] = 0.859732803676587; fWeightMatrix0to1[26][31] = -0.0648737345509704; fWeightMatrix0to1[27][31] = 0.176173567888854; fWeightMatrix0to1[28][31] = -0.12630547351146; fWeightMatrix0to1[29][31] = 1.31006362818324; fWeightMatrix0to1[30][31] = 0.0188694676450781; fWeightMatrix0to1[31][31] = -0.889725838891178; fWeightMatrix0to1[32][31] = 0.211364981753722; fWeightMatrix0to1[33][31] = 0.201639690629838; fWeightMatrix0to1[34][31] = 2.36509665001469; fWeightMatrix0to1[35][31] = -0.234041517465698; fWeightMatrix0to1[36][31] = -0.212252244336954; fWeightMatrix0to1[37][31] = 0.0594597028019932; fWeightMatrix0to1[38][31] = -1.66566153418551; fWeightMatrix0to1[39][31] = -2.00453087934383; fWeightMatrix0to1[40][31] = -0.502287623943589; fWeightMatrix0to1[41][31] = -0.304579205567505; fWeightMatrix0to1[42][31] = -0.016222689901053; fWeightMatrix0to1[43][31] = 0.10997261661919; fWeightMatrix0to1[44][31] = -0.285485757921336; fWeightMatrix0to1[45][31] = -0.198805116350018; fWeightMatrix0to1[46][31] = 0.0834939149069209; fWeightMatrix0to1[47][31] = 0.953093659345831; fWeightMatrix0to1[48][31] = 1.52418046312316; fWeightMatrix0to1[49][31] = -0.886173404120305; fWeightMatrix0to1[50][31] = 1.13188803845191; fWeightMatrix0to1[0][32] = 0.697454613155186; fWeightMatrix0to1[1][32] = 0.57785120295841; fWeightMatrix0to1[2][32] = -0.852684231036767; fWeightMatrix0to1[3][32] = 0.460588514931443; fWeightMatrix0to1[4][32] = 1.31487755975323; fWeightMatrix0to1[5][32] = -1.02832948043818; fWeightMatrix0to1[6][32] = 0.708984465418446; fWeightMatrix0to1[7][32] = 0.186488738040691; fWeightMatrix0to1[8][32] = 0.832389354234911; fWeightMatrix0to1[9][32] = 0.372531375634684; fWeightMatrix0to1[10][32] = -0.743440494078409; fWeightMatrix0to1[11][32] = -0.300266226243319; fWeightMatrix0to1[12][32] = 0.783151427979229; fWeightMatrix0to1[13][32] = 0.212440508293185; fWeightMatrix0to1[14][32] = -1.36659119760696; fWeightMatrix0to1[15][32] = -0.0246277073821816; fWeightMatrix0to1[16][32] = -0.344678703136209; fWeightMatrix0to1[17][32] = 1.73141039506077; fWeightMatrix0to1[18][32] = 0.301996372908186; fWeightMatrix0to1[19][32] = -1.51487930719341; fWeightMatrix0to1[20][32] = -1.03678802077459; fWeightMatrix0to1[21][32] = 0.849995143035726; fWeightMatrix0to1[22][32] = -1.71338899428458; fWeightMatrix0to1[23][32] = -0.836800939387648; fWeightMatrix0to1[24][32] = 0.775301481167893; fWeightMatrix0to1[25][32] = -2.20732100564502; fWeightMatrix0to1[26][32] = -0.00187517827780524; fWeightMatrix0to1[27][32] = -0.0904234404493156; fWeightMatrix0to1[28][32] = 0.0968334031419028; fWeightMatrix0to1[29][32] = -0.441751629625102; fWeightMatrix0to1[30][32] = 0.821378346141498; fWeightMatrix0to1[31][32] = -1.39744581595059; fWeightMatrix0to1[32][32] = -0.222935487367939; fWeightMatrix0to1[33][32] = -0.024996220541362; fWeightMatrix0to1[34][32] = -0.900485226558496; fWeightMatrix0to1[35][32] = 0.0970545522746452; fWeightMatrix0to1[36][32] = 0.281368713051524; fWeightMatrix0to1[37][32] = -0.318104619101274; fWeightMatrix0to1[38][32] = 1.63452874588326; fWeightMatrix0to1[39][32] = 1.68693317577137; fWeightMatrix0to1[40][32] = -0.768458393490041; fWeightMatrix0to1[41][32] = 1.95873449328526; fWeightMatrix0to1[42][32] = 0.0422881510003536; fWeightMatrix0to1[43][32] = -0.261454148687202; fWeightMatrix0to1[44][32] = 0.251187075931579; fWeightMatrix0to1[45][32] = -0.0314721528903159; fWeightMatrix0to1[46][32] = -0.38594861539557; fWeightMatrix0to1[47][32] = 0.607305158917363; fWeightMatrix0to1[48][32] = -1.38542504912221; fWeightMatrix0to1[49][32] = 1.05913881122227; fWeightMatrix0to1[50][32] = -1.14008934449435; fWeightMatrix0to1[0][33] = -0.289035329848236; fWeightMatrix0to1[1][33] = -0.263489012428283; fWeightMatrix0to1[2][33] = 0.730278254125446; fWeightMatrix0to1[3][33] = 0.12423473147793; fWeightMatrix0to1[4][33] = 0.779552808582064; fWeightMatrix0to1[5][33] = 1.81300408193477; fWeightMatrix0to1[6][33] = 0.660069306116249; fWeightMatrix0to1[7][33] = -0.186488778032179; fWeightMatrix0to1[8][33] = 0.6974989764769; fWeightMatrix0to1[9][33] = 0.121851980167105; fWeightMatrix0to1[10][33] = 0.214136515364719; fWeightMatrix0to1[11][33] = -0.296306645228504; fWeightMatrix0to1[12][33] = 0.588014972635091; fWeightMatrix0to1[13][33] = -0.0550495913886086; fWeightMatrix0to1[14][33] = -0.493057685888509; fWeightMatrix0to1[15][33] = -1.69113904571692; fWeightMatrix0to1[16][33] = -0.00401551282589391; fWeightMatrix0to1[17][33] = -0.0813208015425468; fWeightMatrix0to1[18][33] = -0.300971409481548; fWeightMatrix0to1[19][33] = -0.263126143151885; fWeightMatrix0to1[20][33] = 3.48016134863977; fWeightMatrix0to1[21][33] = 0.223614142623947; fWeightMatrix0to1[22][33] = -0.245994957068192; fWeightMatrix0to1[23][33] = -1.29465857794796; fWeightMatrix0to1[24][33] = -0.376819311957439; fWeightMatrix0to1[25][33] = 1.26155297919034; fWeightMatrix0to1[26][33] = -11.3216701682124; fWeightMatrix0to1[27][33] = 2.53706024951059; fWeightMatrix0to1[28][33] = 1.28331194615815; fWeightMatrix0to1[29][33] = 1.1262199059924; fWeightMatrix0to1[30][33] = 0.0243887327741249; fWeightMatrix0to1[31][33] = 0.470061776489127; fWeightMatrix0to1[32][33] = -0.0260992885716024; fWeightMatrix0to1[33][33] = -0.909462265819816; fWeightMatrix0to1[34][33] = 0.107832486183598; fWeightMatrix0to1[35][33] = -0.74539020105182; fWeightMatrix0to1[36][33] = 0.463570089709436; fWeightMatrix0to1[37][33] = 0.314397646910159; fWeightMatrix0to1[38][33] = 0.142366054689425; fWeightMatrix0to1[39][33] = -0.123187164037431; fWeightMatrix0to1[40][33] = 1.59790026338034; fWeightMatrix0to1[41][33] = -0.132944425596375; fWeightMatrix0to1[42][33] = -0.280067392079252; fWeightMatrix0to1[43][33] = 0.29916010755207; fWeightMatrix0to1[44][33] = -1.18112421678753; fWeightMatrix0to1[45][33] = 0.697069726205648; fWeightMatrix0to1[46][33] = -14.2978118835623; fWeightMatrix0to1[47][33] = 1.43188704102595; fWeightMatrix0to1[48][33] = 0.0934124592970552; fWeightMatrix0to1[49][33] = 0.524202245937587; fWeightMatrix0to1[50][33] = -0.56838307792075; fWeightMatrix0to1[0][34] = 1.67906999895997; fWeightMatrix0to1[1][34] = -2.4766219732422; fWeightMatrix0to1[2][34] = -0.981468890703144; fWeightMatrix0to1[3][34] = -1.12579541563599; fWeightMatrix0to1[4][34] = 2.11550163604632; fWeightMatrix0to1[5][34] = -1.20930571834933; fWeightMatrix0to1[6][34] = -1.75172789800551; fWeightMatrix0to1[7][34] = -0.941127869570735; fWeightMatrix0to1[8][34] = -0.605740547217007; fWeightMatrix0to1[9][34] = 2.14070500764964; fWeightMatrix0to1[10][34] = -1.06722765711672; fWeightMatrix0to1[11][34] = 1.43578764833859; fWeightMatrix0to1[12][34] = -1.73384719395296; fWeightMatrix0to1[13][34] = -0.674438108306546; fWeightMatrix0to1[14][34] = 0.807779791979735; fWeightMatrix0to1[15][34] = -0.210557960771023; fWeightMatrix0to1[16][34] = -0.760505232974961; fWeightMatrix0to1[17][34] = 1.20968475764301; fWeightMatrix0to1[18][34] = -0.750488090225893; fWeightMatrix0to1[19][34] = 0.535658727003819; fWeightMatrix0to1[20][34] = -2.13557462977536; fWeightMatrix0to1[21][34] = 0.574507918379854; fWeightMatrix0to1[22][34] = 1.44238448154733; fWeightMatrix0to1[23][34] = -1.90285266335112; fWeightMatrix0to1[24][34] = 0.984095038924024; fWeightMatrix0to1[25][34] = -2.45718520827239; fWeightMatrix0to1[26][34] = -0.750614017314719; fWeightMatrix0to1[27][34] = -1.54967503322596; fWeightMatrix0to1[28][34] = -1.42014595672775; fWeightMatrix0to1[29][34] = -2.12910412326189; fWeightMatrix0to1[30][34] = 0.245866247424272; fWeightMatrix0to1[31][34] = 1.97698491812929; fWeightMatrix0to1[32][34] = -0.420230916722216; fWeightMatrix0to1[33][34] = 0.108742063268926; fWeightMatrix0to1[34][34] = 3.49766433966705; fWeightMatrix0to1[35][34] = 0.422848615726916; fWeightMatrix0to1[36][34] = 0.19543032460781; fWeightMatrix0to1[37][34] = 0.38389670498579; fWeightMatrix0to1[38][34] = 0.652335626845402; fWeightMatrix0to1[39][34] = -0.368425317854089; fWeightMatrix0to1[40][34] = -2.01908565035491; fWeightMatrix0to1[41][34] = -1.26567257487464; fWeightMatrix0to1[42][34] = 1.85899820369594; fWeightMatrix0to1[43][34] = -1.5332675660137; fWeightMatrix0to1[44][34] = -0.624641386154354; fWeightMatrix0to1[45][34] = -0.0655337134353593; fWeightMatrix0to1[46][34] = -0.884012796961874; fWeightMatrix0to1[47][34] = -2.20428919171311; fWeightMatrix0to1[48][34] = 0.587172539867037; fWeightMatrix0to1[49][34] = 2.30967419345686; fWeightMatrix0to1[50][34] = 0.523868939395534; fWeightMatrix0to1[0][35] = -1.37485105906508; fWeightMatrix0to1[1][35] = -1.9027507566984; fWeightMatrix0to1[2][35] = 1.11693051433893; fWeightMatrix0to1[3][35] = 1.00232537285793; fWeightMatrix0to1[4][35] = -0.325152109835856; fWeightMatrix0to1[5][35] = 0.054865272807976; fWeightMatrix0to1[6][35] = 0.984117524057392; fWeightMatrix0to1[7][35] = 1.71771061323396; fWeightMatrix0to1[8][35] = 1.0819366377137; fWeightMatrix0to1[9][35] = 0.641402593472142; fWeightMatrix0to1[10][35] = 0.931785757817159; fWeightMatrix0to1[11][35] = 1.9783767186244; fWeightMatrix0to1[12][35] = 0.536138843802544; fWeightMatrix0to1[13][35] = 0.908070857990227; fWeightMatrix0to1[14][35] = -0.858576749832891; fWeightMatrix0to1[15][35] = -1.63607747971125; fWeightMatrix0to1[16][35] = 0.771364238735675; fWeightMatrix0to1[17][35] = 1.18253540072545; fWeightMatrix0to1[18][35] = -0.0319722062900179; fWeightMatrix0to1[19][35] = -1.68582183812853; fWeightMatrix0to1[20][35] = 1.43993627021647; fWeightMatrix0to1[21][35] = 1.72244972781485; fWeightMatrix0to1[22][35] = -1.35534290268967; fWeightMatrix0to1[23][35] = -0.555094167808939; fWeightMatrix0to1[24][35] = -1.36820022092393; fWeightMatrix0to1[25][35] = -1.15913964195684; fWeightMatrix0to1[26][35] = 0.864498428700364; fWeightMatrix0to1[27][35] = 2.10375182026261; fWeightMatrix0to1[28][35] = 1.60154723401662; fWeightMatrix0to1[29][35] = -1.90815024096778; fWeightMatrix0to1[30][35] = 0.457638041451988; fWeightMatrix0to1[31][35] = 0.269793102022371; fWeightMatrix0to1[32][35] = 0.658065996630665; fWeightMatrix0to1[33][35] = 0.0876333930533319; fWeightMatrix0to1[34][35] = 3.78152865899733; fWeightMatrix0to1[35][35] = -0.136094202468577; fWeightMatrix0to1[36][35] = -1.74619004354103; fWeightMatrix0to1[37][35] = -1.17228686191145; fWeightMatrix0to1[38][35] = -0.543539439557951; fWeightMatrix0to1[39][35] = 0.196055772019065; fWeightMatrix0to1[40][35] = -0.810487030135767; fWeightMatrix0to1[41][35] = 2.30767944926106; fWeightMatrix0to1[42][35] = -0.379261608208739; fWeightMatrix0to1[43][35] = 2.02497375090027; fWeightMatrix0to1[44][35] = 0.555762006774652; fWeightMatrix0to1[45][35] = 1.39558424134895; fWeightMatrix0to1[46][35] = 1.17115782031839; fWeightMatrix0to1[47][35] = 0.593789104291468; fWeightMatrix0to1[48][35] = -0.160362298276562; fWeightMatrix0to1[49][35] = 1.47962380766781; fWeightMatrix0to1[50][35] = -0.139015340333486; fWeightMatrix0to1[0][36] = 1.05830812800923; fWeightMatrix0to1[1][36] = -3.57116725343987; fWeightMatrix0to1[2][36] = -0.590901976528878; fWeightMatrix0to1[3][36] = -0.195369934115985; fWeightMatrix0to1[4][36] = -7.63030572327431; fWeightMatrix0to1[5][36] = 0.105813906726092; fWeightMatrix0to1[6][36] = -0.71790576509586; fWeightMatrix0to1[7][36] = 0.271564145328841; fWeightMatrix0to1[8][36] = -8.37084667075895; fWeightMatrix0to1[9][36] = 0.469251540525948; fWeightMatrix0to1[10][36] = 1.45024300712106; fWeightMatrix0to1[11][36] = -1.80479452886629; fWeightMatrix0to1[12][36] = 0.402512114985458; fWeightMatrix0to1[13][36] = 3.18937022343666; fWeightMatrix0to1[14][36] = -3.14244471758178; fWeightMatrix0to1[15][36] = -2.48226484746472; fWeightMatrix0to1[16][36] = 1.2594638645726; fWeightMatrix0to1[17][36] = 0.518376991096351; fWeightMatrix0to1[18][36] = -0.849556030131613; fWeightMatrix0to1[19][36] = -1.49724149118451; fWeightMatrix0to1[20][36] = -4.30293870101204; fWeightMatrix0to1[21][36] = -4.48475533484729; fWeightMatrix0to1[22][36] = -0.854833963189314; fWeightMatrix0to1[23][36] = -0.142300104606294; fWeightMatrix0to1[24][36] = 0.936793013117094; fWeightMatrix0to1[25][36] = 3.64727212264538; fWeightMatrix0to1[26][36] = 2.96857904335641; fWeightMatrix0to1[27][36] = 2.34743763297836; fWeightMatrix0to1[28][36] = -1.28321469922607; fWeightMatrix0to1[29][36] = 2.62644164377258; fWeightMatrix0to1[30][36] = 5.83715992099629; fWeightMatrix0to1[31][36] = 0.223138520739049; fWeightMatrix0to1[32][36] = 0.609834404109086; fWeightMatrix0to1[33][36] = 2.02492443720795; fWeightMatrix0to1[34][36] = 11.6646578603243; fWeightMatrix0to1[35][36] = -0.816869393699883; fWeightMatrix0to1[36][36] = -1.61315200834833; fWeightMatrix0to1[37][36] = -1.27162187706737; fWeightMatrix0to1[38][36] = -0.816587277732178; fWeightMatrix0to1[39][36] = -1.84256698477251; fWeightMatrix0to1[40][36] = -0.158187084674019; fWeightMatrix0to1[41][36] = -1.53892220610192; fWeightMatrix0to1[42][36] = -2.0444675283637; fWeightMatrix0to1[43][36] = -0.475347523707563; fWeightMatrix0to1[44][36] = 0.25395847043647; fWeightMatrix0to1[45][36] = 4.97647618405654; fWeightMatrix0to1[46][36] = -6.2514078381918; fWeightMatrix0to1[47][36] = 1.2249264326019; fWeightMatrix0to1[48][36] = -2.07062922923383; fWeightMatrix0to1[49][36] = -0.90401761826353; fWeightMatrix0to1[50][36] = 1.12377386620331; fWeightMatrix0to1[0][37] = 1.45613830072757; fWeightMatrix0to1[1][37] = -1.05351659058334; fWeightMatrix0to1[2][37] = -1.10019382399384; fWeightMatrix0to1[3][37] = 3.12643384366132; fWeightMatrix0to1[4][37] = -2.13912918705465; fWeightMatrix0to1[5][37] = -0.942512424441191; fWeightMatrix0to1[6][37] = 0.555901930876499; fWeightMatrix0to1[7][37] = -1.19050598042998; fWeightMatrix0to1[8][37] = 0.146025258780017; fWeightMatrix0to1[9][37] = -1.6647907478856; fWeightMatrix0to1[10][37] = 0.0525383801863271; fWeightMatrix0to1[11][37] = 0.0725459291887381; fWeightMatrix0to1[12][37] = -0.411490398948794; fWeightMatrix0to1[13][37] = 7.25946455319688; fWeightMatrix0to1[14][37] = -0.598731944021722; fWeightMatrix0to1[15][37] = 0.386944438402185; fWeightMatrix0to1[16][37] = -0.554068179347492; fWeightMatrix0to1[17][37] = -1.26452891743344; fWeightMatrix0to1[18][37] = -1.12649641374662; fWeightMatrix0to1[19][37] = -1.26048474350149; fWeightMatrix0to1[20][37] = -0.571541214094929; fWeightMatrix0to1[21][37] = -1.7525414665965; fWeightMatrix0to1[22][37] = -0.512904240766872; fWeightMatrix0to1[23][37] = -1.54694261803401; fWeightMatrix0to1[24][37] = 0.652472906348938; fWeightMatrix0to1[25][37] = 0.825774221596348; fWeightMatrix0to1[26][37] = -0.720341719829545; fWeightMatrix0to1[27][37] = -0.675198800417283; fWeightMatrix0to1[28][37] = 1.0188967739804; fWeightMatrix0to1[29][37] = -0.701796599184641; fWeightMatrix0to1[30][37] = 0.700677715398248; fWeightMatrix0to1[31][37] = 0.497145108445462; fWeightMatrix0to1[32][37] = 13.8452843821388; fWeightMatrix0to1[33][37] = 2.59139383411184; fWeightMatrix0to1[34][37] = -0.05987953252894; fWeightMatrix0to1[35][37] = 2.91005814872928; fWeightMatrix0to1[36][37] = 2.07974029544307; fWeightMatrix0to1[37][37] = 0.239530159075171; fWeightMatrix0to1[38][37] = 1.26443049521168; fWeightMatrix0to1[39][37] = 5.61198844093627; fWeightMatrix0to1[40][37] = 0.022775281430593; fWeightMatrix0to1[41][37] = -2.37245148458118; fWeightMatrix0to1[42][37] = 0.415758094764902; fWeightMatrix0to1[43][37] = -1.31320373871871; fWeightMatrix0to1[44][37] = 1.09228402916729; fWeightMatrix0to1[45][37] = -2.01527064153796; fWeightMatrix0to1[46][37] = -1.42168903253885; fWeightMatrix0to1[47][37] = -1.07102645708258; fWeightMatrix0to1[48][37] = -3.17678665945254; fWeightMatrix0to1[49][37] = 1.37684955398085; fWeightMatrix0to1[50][37] = -0.518800275004173; // weight matrix from layer 1 to 2 fWeightMatrix1to2[0][0] = -0.358537092249044; fWeightMatrix1to2[0][1] = 0.614979204458145; fWeightMatrix1to2[0][2] = 0.315857724115674; fWeightMatrix1to2[0][3] = -1.40669749118607; fWeightMatrix1to2[0][4] = 0.231765605454067; fWeightMatrix1to2[0][5] = -0.276486421736971; fWeightMatrix1to2[0][6] = -2.18730560517585; fWeightMatrix1to2[0][7] = -0.630130044804267; fWeightMatrix1to2[0][8] = 0.520469805229278; fWeightMatrix1to2[0][9] = -0.570429732712685; fWeightMatrix1to2[0][10] = 0.839246619007813; fWeightMatrix1to2[0][11] = 0.319648898078909; fWeightMatrix1to2[0][12] = -1.14869870847731; fWeightMatrix1to2[0][13] = -0.965556005691057; fWeightMatrix1to2[0][14] = 0.592449774951533; fWeightMatrix1to2[0][15] = 0.305138050044843; fWeightMatrix1to2[0][16] = 0.303897769798929; fWeightMatrix1to2[0][17] = 0.386583954822217; fWeightMatrix1to2[0][18] = 0.315145577236977; fWeightMatrix1to2[0][19] = -1.13166568540431; fWeightMatrix1to2[0][20] = 0.59166009982946; fWeightMatrix1to2[0][21] = -0.449057106338285; fWeightMatrix1to2[0][22] = -0.45276851604762; fWeightMatrix1to2[0][23] = -0.346278462403504; fWeightMatrix1to2[0][24] = -0.304001621620055; fWeightMatrix1to2[0][25] = -0.288192097089798; fWeightMatrix1to2[0][26] = 1.04966975023265; fWeightMatrix1to2[0][27] = -0.556290720568705; fWeightMatrix1to2[0][28] = -0.019404781462019; fWeightMatrix1to2[0][29] = -0.287958173287508; fWeightMatrix1to2[0][30] = -0.540846228702829; fWeightMatrix1to2[0][31] = -0.455724054524553; fWeightMatrix1to2[0][32] = -1.43762013780131; fWeightMatrix1to2[0][33] = -0.296815544171258; fWeightMatrix1to2[0][34] = -0.39439399646016; fWeightMatrix1to2[0][35] = -0.422325943385582; fWeightMatrix1to2[0][36] = -1.47814089682366; fWeightMatrix1to2[0][37] = 0.265800557952722; fWeightMatrix1to2[0][38] = 0.727374087902198; fWeightMatrix1to2[0][39] = -1.1405627386499; fWeightMatrix1to2[0][40] = 0.689355620688617; fWeightMatrix1to2[0][41] = 1.66525090612955; fWeightMatrix1to2[0][42] = 0.483383192406367; fWeightMatrix1to2[0][43] = -2.483151507401; fWeightMatrix1to2[0][44] = -1.21586451716493; fWeightMatrix1to2[0][45] = 0.281251849430742; fWeightMatrix1to2[0][46] = 0.856005296406963; fWeightMatrix1to2[0][47] = 4.7733607645286; fWeightMatrix1to2[0][48] = 0.538436310299861; fWeightMatrix1to2[0][49] = 0.744873235247147; fWeightMatrix1to2[0][50] = 0.454646184576655; fWeightMatrix1to2[0][51] = -0.751461994811798; } inline double ReadKaon_Long_TMVA::GetMvaValue__( const std::vector& inputValues ) const { if (inputValues.size() != (unsigned int)fLayerSize[0]-1) { std::cout << "Input vector needs to be of size " << fLayerSize[0]-1 << std::endl; return 0; } for (int l=0; l& 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 iV; int ivar = 0; for (std::vector::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 iV; int ivar = 0; for (std::vector::const_iterator varIt = inputValues.begin(); varIt != inputValues.end(); varIt++, ivar++) { iV.push_back(*varIt); } Transform( iV, -1 ); retval = GetMvaValue__( iV ); } } return retval; } //_______________________________________________________________________ inline void ReadKaon_Long_TMVA::InitTransform_1() { // Normalization transformation, initialisation fMin_1[0][0] = 1159.58996582; fMax_1[0][0] = 4943377; fMin_1[1][0] = 1183.56994629; fMax_1[1][0] = 646588.5625; fMin_1[2][0] = 1159.58996582; fMax_1[2][0] = 4943377; fMin_1[0][1] = 1.29624128342; fMax_1[0][1] = 634796.25; fMin_1[1][1] = 24.4018745422; fMax_1[1][1] = 21433.2207031; fMin_1[2][1] = 1.29624128342; fMax_1[2][1] = 634796.25; fMin_1[0][2] = 0.148644536734; fMax_1[0][2] = 2.99998402596; fMin_1[1][2] = 0.163030713797; fMax_1[1][2] = 2.99725174904; fMin_1[2][2] = 0.148644536734; fMax_1[2][2] = 2.99998402596; fMin_1[0][3] = 7; fMax_1[0][3] = 53; fMin_1[1][3] = 8; fMax_1[1][3] = 50; fMin_1[2][3] = 7; fMax_1[2][3] = 53; fMin_1[0][4] = -99.9788513184; fMax_1[0][4] = -0.175433561206; fMin_1[1][4] = -66.8192825317; fMax_1[1][4] = -0.21292822063; fMin_1[2][4] = -99.9788513184; fMax_1[2][4] = -0.175433561206; fMin_1[0][5] = -999; fMax_1[0][5] = 1; fMin_1[1][5] = -999; fMax_1[1][5] = 0.997583925724; fMin_1[2][5] = -999; fMax_1[2][5] = 1; fMin_1[0][6] = 0.0225977953523; fMax_1[0][6] = 108.616737366; fMin_1[1][6] = 0.0489736869931; fMax_1[1][6] = 89.2202453613; fMin_1[2][6] = 0.0225977953523; fMax_1[2][6] = 108.616737366; fMin_1[0][7] = -999; fMax_1[0][7] = 4999.86230469; fMin_1[1][7] = -999; fMax_1[1][7] = 4924.21582031; fMin_1[2][7] = -999; fMax_1[2][7] = 4999.86230469; fMin_1[0][8] = 7.11076427251e-05; fMax_1[0][8] = 103.772224426; fMin_1[1][8] = 0.000217136883293; fMax_1[1][8] = 58.2558746338; fMin_1[2][8] = 7.11076427251e-05; fMax_1[2][8] = 103.772224426; fMin_1[0][9] = 1; fMax_1[0][9] = 25; fMin_1[1][9] = 1; fMax_1[1][9] = 24; fMin_1[2][9] = 1; fMax_1[2][9] = 25; fMin_1[0][10] = 0.000427323015174; fMax_1[0][10] = 90.3509063721; fMin_1[1][10] = 0.00212255166844; fMax_1[1][10] = 83.6592407227; fMin_1[2][10] = 0.000427323015174; fMax_1[2][10] = 90.3509063721; fMin_1[0][11] = 1; fMax_1[0][11] = 29; fMin_1[1][11] = 1; fMax_1[1][11] = 29; fMin_1[2][11] = 1; fMax_1[2][11] = 29; fMin_1[0][12] = 0; fMax_1[0][12] = 1; fMin_1[1][12] = 0; fMax_1[1][12] = 1; fMin_1[2][12] = 0; fMax_1[2][12] = 1; fMin_1[0][13] = 0; fMax_1[0][13] = 1; fMin_1[1][13] = 0; fMax_1[1][13] = 1; fMin_1[2][13] = 0; fMax_1[2][13] = 1; fMin_1[0][14] = 0; fMax_1[0][14] = 1; fMin_1[1][14] = 0; fMax_1[1][14] = 1; fMin_1[2][14] = 0; fMax_1[2][14] = 1; fMin_1[0][15] = 0; fMax_1[0][15] = 1; fMin_1[1][15] = 0; fMax_1[1][15] = 1; fMin_1[2][15] = 0; fMax_1[2][15] = 1; fMin_1[0][16] = 0; fMax_1[0][16] = 1; fMin_1[1][16] = 0; fMax_1[1][16] = 1; fMin_1[2][16] = 0; fMax_1[2][16] = 1; fMin_1[0][17] = 0; fMax_1[0][17] = 1; fMin_1[1][17] = 0; fMax_1[1][17] = 1; fMin_1[2][17] = 0; fMax_1[2][17] = 1; fMin_1[0][18] = -999; fMax_1[0][18] = 111.730102539; fMin_1[1][18] = -999; fMax_1[1][18] = 40.4472007751; fMin_1[2][18] = -999; fMax_1[2][18] = 111.730102539; fMin_1[0][19] = -999; fMax_1[0][19] = 76.87840271; fMin_1[1][19] = -999; fMax_1[1][19] = 31.8614997864; fMin_1[2][19] = -999; fMax_1[2][19] = 76.87840271; fMin_1[0][20] = -999; fMax_1[0][20] = 69.6200027466; fMin_1[1][20] = -999; fMax_1[1][20] = 101.990898132; fMin_1[2][20] = -999; fMax_1[2][20] = 101.990898132; fMin_1[0][21] = -999; fMax_1[0][21] = 94.9334030151; fMin_1[1][21] = -999; fMax_1[1][21] = 57.2681007385; fMin_1[2][21] = -999; fMax_1[2][21] = 94.9334030151; fMin_1[0][22] = -999; fMax_1[0][22] = 64.3240966797; fMin_1[1][22] = -999; fMax_1[1][22] = 64.6279983521; fMin_1[2][22] = -999; fMax_1[2][22] = 64.6279983521; fMin_1[0][23] = -999; fMax_1[0][23] = 0.0234999991953; fMin_1[1][23] = -999; fMax_1[1][23] = 0.0136000001803; fMin_1[2][23] = -999; fMax_1[2][23] = 0.0234999991953; fMin_1[0][24] = -999; fMax_1[0][24] = 0; fMin_1[1][24] = -999; fMax_1[1][24] = 0; fMin_1[2][24] = -999; fMax_1[2][24] = 0; fMin_1[0][25] = 0; fMax_1[0][25] = 1; fMin_1[1][25] = 0; fMax_1[1][25] = 1; fMin_1[2][25] = 0; fMax_1[2][25] = 1; fMin_1[0][26] = 0; fMax_1[0][26] = 74; fMin_1[1][26] = 0; fMax_1[1][26] = 46; fMin_1[2][26] = 0; fMax_1[2][26] = 74; fMin_1[0][27] = 0; fMax_1[0][27] = 1; fMin_1[1][27] = 0; fMax_1[1][27] = 1; fMin_1[2][27] = 0; fMax_1[2][27] = 1; fMin_1[0][28] = 0; fMax_1[0][28] = 1; fMin_1[1][28] = 0; fMax_1[1][28] = 1; fMin_1[2][28] = 0; fMax_1[2][28] = 1; fMin_1[0][29] = -999; fMax_1[0][29] = 4.34127378464; fMin_1[1][29] = -999; fMax_1[1][29] = 4.05479049683; fMin_1[2][29] = -999; fMax_1[2][29] = 4.34127378464; fMin_1[0][30] = -999; fMax_1[0][30] = 2.15297603607; fMin_1[1][30] = -999; fMax_1[1][30] = 2.15297603607; fMin_1[2][30] = -999; fMax_1[2][30] = 2.15297603607; fMin_1[0][31] = -999; fMax_1[0][31] = 3.12796974182; fMin_1[1][31] = -999; fMax_1[1][31] = 2.59438276291; fMin_1[2][31] = -999; fMax_1[2][31] = 3.12796974182; fMin_1[0][32] = -999; fMax_1[0][32] = 2.87338900566; fMin_1[1][32] = -999; fMax_1[1][32] = 2.87338900566; fMin_1[2][32] = -999; fMax_1[2][32] = 2.87338900566; fMin_1[0][33] = -999; fMax_1[0][33] = 3.46313500404; fMin_1[1][33] = -999; fMax_1[1][33] = 3.33600306511; fMin_1[2][33] = -999; fMax_1[2][33] = 3.46313500404; fMin_1[0][34] = 0; fMax_1[0][34] = 1; fMin_1[1][34] = 0; fMax_1[1][34] = 1; fMin_1[2][34] = 0; fMax_1[2][34] = 1; fMin_1[0][35] = -999; fMax_1[0][35] = 4.79148387909; fMin_1[1][35] = -999; fMax_1[1][35] = 4.49353694916; fMin_1[2][35] = -999; fMax_1[2][35] = 4.79148387909; fMin_1[0][36] = 0.471910119057; fMax_1[0][36] = 4.62359571457; fMin_1[1][36] = 0.589887619019; fMax_1[1][36] = 2.73595499992; fMin_1[2][36] = 0.471910119057; fMax_1[2][36] = 4.62359571457; } //_______________________________________________________________________ inline void ReadKaon_Long_TMVA::Transform_1( std::vector& iv, int cls) const { // Normalization transformation if (cls < 0 || cls > 2) { if (2 > 1 ) cls = 2; else cls = 2; } const int nVar = 37; // get indices of used variables // define the indices of the variables which are transformed by this transformation std::vector indicesGet; std::vector indicesPut; indicesGet.push_back( 0); indicesGet.push_back( 1); indicesGet.push_back( 2); indicesGet.push_back( 3); indicesGet.push_back( 4); indicesGet.push_back( 5); indicesGet.push_back( 6); indicesGet.push_back( 7); indicesGet.push_back( 8); indicesGet.push_back( 9); indicesGet.push_back( 10); indicesGet.push_back( 11); indicesGet.push_back( 12); indicesGet.push_back( 13); indicesGet.push_back( 14); indicesGet.push_back( 15); indicesGet.push_back( 16); indicesGet.push_back( 17); indicesGet.push_back( 18); indicesGet.push_back( 19); indicesGet.push_back( 20); indicesGet.push_back( 21); indicesGet.push_back( 22); indicesGet.push_back( 23); indicesGet.push_back( 24); indicesGet.push_back( 25); indicesGet.push_back( 26); indicesGet.push_back( 27); indicesGet.push_back( 28); indicesGet.push_back( 29); indicesGet.push_back( 30); indicesGet.push_back( 31); indicesGet.push_back( 32); indicesGet.push_back( 33); indicesGet.push_back( 34); indicesGet.push_back( 35); indicesGet.push_back( 36); indicesPut.push_back( 0); indicesPut.push_back( 1); indicesPut.push_back( 2); indicesPut.push_back( 3); indicesPut.push_back( 4); indicesPut.push_back( 5); indicesPut.push_back( 6); indicesPut.push_back( 7); indicesPut.push_back( 8); indicesPut.push_back( 9); indicesPut.push_back( 10); indicesPut.push_back( 11); indicesPut.push_back( 12); indicesPut.push_back( 13); indicesPut.push_back( 14); indicesPut.push_back( 15); indicesPut.push_back( 16); indicesPut.push_back( 17); indicesPut.push_back( 18); indicesPut.push_back( 19); indicesPut.push_back( 20); indicesPut.push_back( 21); indicesPut.push_back( 22); indicesPut.push_back( 23); indicesPut.push_back( 24); indicesPut.push_back( 25); indicesPut.push_back( 26); indicesPut.push_back( 27); indicesPut.push_back( 28); indicesPut.push_back( 29); indicesPut.push_back( 30); indicesPut.push_back( 31); indicesPut.push_back( 32); indicesPut.push_back( 33); indicesPut.push_back( 34); indicesPut.push_back( 35); indicesPut.push_back( 36); std::vector dv(nVar); for (int ivar=0; ivar& iv, int sigOrBgd ) const { Transform_1( iv, sigOrBgd ); }