NNInput /data/cdf04/stdenis/batch/run20572/job417/trees/NNInputs_195.root Options for steering Constraint : lep1_E<400&&lep2_E<400&& HiLoSbString : SB SbString : Target WeightString : weight EqualizeSB : 0 EvaluateVariables : 0 SetNBProcessingDefault : 1 UseNeuroBayes : 0 WeightEvents : 1 NBTreePrepEvPrint : 1 NBTreePrepReportInterval : 10000 NB_Iter : 1000 NBZero999Tol : 0.001 **** List Parameters **** Method:H6AONN5MEMLP:MLP : !V:NCycles=1000:HiddenLayers=N+1,N Value for FileString Not found Value for RandString Not found Value for DilTypeString Not found Determine File Parameters : Info: No file info in tree NNAna::CopyTree: entries= 173215 file= 0 options= lep1_E<400&&lep2_E<400&& SBRatio= 0 wt= 1 SorB = 2 NNAna::CopyTree: SigChoice: lep1_E<400&&lep2_E<400&&Target==1 BkgChoice: lep1_E<400&&lep2_E<400&&Target==0 Creating Signal tree for file: 0 weight: 1 SBRatio = 0 Using copy string: lep1_E<400&&lep2_E<400&&Target==1 Creating Background tree for file: 0 weight: 1 SBRatio = 0 Using copy string: lep1_E<400&&lep2_E<400&&Target==0 NNAna::CopyTree: nsig = 26280 nbkg = 146935 Bkg Entries: 146935 Sig Entries: 26280 Chosen entries: 26280 Signal fraction: 1 Background fraction: 0.178855 Signal Tree Copy Condition: Background Tree Copy Condition: Actual Background Entries: 146935 Actual Signal Entries: 26280 Entries to split: 26280 Test with : 13140 Train with : 13140 making factory.. --- Factory : --- Factory : _/_/_/_/_/ _| _| _| _| _|_| --- Factory : _/ _|_| _|_| _| _| _| _| --- Factory : _/ _| _| _| _| _| _|_|_|_| --- Factory : _/ _| _| _| _| _| _| --- Factory : _/ _| _| _| _| _| --- Factory : --- Factory : ________________Version 3.8.6, Jul 16, 2007 --- Factory : factory made.. Adding Signal Tree with26280 entries ***** TreeInfo Printout ******** File: 0 Tree: Signal:TestSignal_file_0_weight_1_SBRatio_0 Weight: 1 SigOrBkg: 1 LeptonSB: HISB(0) ***** TreeInfo Printout Done******** Adding Background Tree with 146935 entries ***** TreeInfo Printout ******** File: 0 Tree: Background:TestBackground_file_0_weight_1_SBRatio_0 Weight: 1 SigOrBkg: 0 LeptonSB: HISB(0) ***** TreeInfo Printout Done******** Weighting Events with leaf called: weight Adding variable Ht Adding variable LepAPt Adding variable LepBPt Adding variable MetSigLeptonsJets Adding variable MetSpec Adding variable SumEtLeptonsJets Adding variable VSumJetLeptonsPt Adding variable addEt Adding variable dPhiLepSumMet Adding variable dPhiLeptons Adding variable dRLeptons Adding variable lep1_E Adding variable lep2_E factory PrepareTrainingAndTestTree... --- Factory : Preparing trees for training and testing... --- DataSet : Prepare training and Test samples: --- DataSet : Signal tree - total number of events : 26280 --- DataSet : Background tree - total number of events : 146935 --- DataSet : No cuts applied --- DataSet : Create training and testing trees: looping over signal events ... --- DataSet : Create training and testing trees: looping over background events ... --- DataSet : Weight renormalisation mode: "NumEvents": renormalise signal and background --- DataSet : ... weights independently so that Sum[i=1..N_j]{w_i} = N_j, j=signal, background --- DataSet : ... (note that N_j is the sum of training and test events) --- DataSet : Rescale signal event weights by factor: 33425.2 --- DataSet : Rescale background event weights by factor: 438.274 --- DataSet : Randomly shuffle events in training and testing trees for signal --- DataSet : Randomly shuffle events in training and testing trees for background --- DataSet : Create training tree --- DataSet : Create testing tree --- DataSet : Collected: --- DataSet : Training signal entries : 13140 --- DataSet : Training background entries : 13140 --- DataSet : Testing signal entries : 13140 --- DataSet : Testing background entries : 13140 --- DataSet : Compute correlation matrices on tree: TrainingTree --- DataSet : --- DataSet : Correlation matrix (signal): --- DataSet : ------------------------------------------------------------------------------------------------------------------------------------------------------------------ --- DataSet : Ht LepAPt LepBPt MetSigLeptonsJets MetSpec SumEtLeptonsJets VSumJetLeptonsPt addEt dPhiLepSumMet dPhiLeptons dRLeptons lep1_E lep2_E --- DataSet : Ht: +1.000 +0.586 +0.305 +0.320 +0.673 +0.927 +0.784 +0.839 -0.460 -0.223 -0.384 +0.441 +0.172 --- DataSet : LepAPt: +0.586 +1.000 +0.149 +0.216 +0.400 +0.537 +0.553 +0.781 +0.042 -0.283 -0.500 +0.799 +0.041 --- DataSet : LepBPt: +0.305 +0.149 +1.000 +0.009 +0.128 +0.330 +0.234 +0.381 -0.009 -0.274 -0.486 +0.083 +0.743 --- DataSet : MetSigLeptonsJets: +0.320 +0.216 +0.009 +1.000 +0.844 -0.049 +0.599 +0.620 +0.356 -0.089 -0.152 +0.153 -0.035 --- DataSet : MetSpec: +0.673 +0.400 +0.128 +0.844 +1.000 +0.369 +0.841 +0.815 +0.032 -0.155 -0.272 +0.294 +0.039 --- DataSet : SumEtLeptonsJets: +0.927 +0.537 +0.330 -0.049 +0.369 +1.000 +0.566 +0.640 -0.630 -0.205 -0.349 +0.408 +0.205 --- DataSet : VSumJetLeptonsPt: +0.784 +0.553 +0.234 +0.599 +0.841 +0.566 +1.000 +0.864 -0.031 -0.225 -0.381 +0.423 +0.118 --- DataSet : addEt: +0.839 +0.781 +0.381 +0.620 +0.815 +0.640 +0.864 +1.000 -0.011 -0.299 -0.525 +0.599 +0.214 --- DataSet : dPhiLepSumMet: -0.460 +0.042 -0.009 +0.356 +0.032 -0.630 -0.031 -0.011 +1.000 -0.024 -0.054 +0.041 -0.014 --- DataSet : dPhiLeptons: -0.223 -0.283 -0.274 -0.089 -0.155 -0.205 -0.225 -0.299 -0.024 +1.000 +0.589 -0.198 -0.181 --- DataSet : dRLeptons: -0.384 -0.500 -0.486 -0.152 -0.272 -0.349 -0.381 -0.525 -0.054 +0.589 +1.000 -0.336 -0.275 --- DataSet : lep1_E: +0.441 +0.799 +0.083 +0.153 +0.294 +0.408 +0.423 +0.599 +0.041 -0.198 -0.336 +1.000 +0.270 --- DataSet : lep2_E: +0.172 +0.041 +0.743 -0.035 +0.039 +0.205 +0.118 +0.214 -0.014 -0.181 -0.275 +0.270 +1.000 --- DataSet : ------------------------------------------------------------------------------------------------------------------------------------------------------------------ --- DataSet : --- DataSet : Correlation matrix (background): --- DataSet : ------------------------------------------------------------------------------------------------------------------------------------------------------------------ --- DataSet : Ht LepAPt LepBPt MetSigLeptonsJets MetSpec SumEtLeptonsJets VSumJetLeptonsPt addEt dPhiLepSumMet dPhiLeptons dRLeptons lep1_E lep2_E --- DataSet : Ht: +1.000 +0.737 +0.519 +0.271 +0.700 +0.908 +0.729 +0.881 -0.427 -0.165 -0.233 +0.159 +0.137 --- DataSet : LepAPt: +0.737 +1.000 +0.210 +0.137 +0.484 +0.689 +0.678 +0.765 -0.149 -0.127 -0.194 +0.325 -0.003 --- DataSet : LepBPt: +0.519 +0.210 +1.000 +0.102 +0.350 +0.478 +0.480 +0.564 -0.099 -0.106 -0.234 -0.017 +0.464 --- DataSet : MetSigLeptonsJets: +0.271 +0.137 +0.102 +1.000 +0.840 -0.148 +0.406 +0.582 +0.375 -0.109 -0.107 -0.118 -0.087 --- DataSet : MetSpec: +0.700 +0.484 +0.350 +0.840 +1.000 +0.343 +0.745 +0.882 +0.075 -0.144 -0.176 +0.020 +0.026 --- DataSet : SumEtLeptonsJets: +0.908 +0.689 +0.478 -0.148 +0.343 +1.000 +0.533 +0.641 -0.618 -0.132 -0.201 +0.203 +0.168 --- DataSet : VSumJetLeptonsPt: +0.729 +0.678 +0.480 +0.406 +0.745 +0.533 +1.000 +0.846 +0.042 -0.165 -0.233 +0.161 +0.126 --- DataSet : addEt: +0.881 +0.765 +0.564 +0.582 +0.882 +0.641 +0.846 +1.000 -0.061 -0.169 -0.252 +0.141 +0.135 --- DataSet : dPhiLepSumMet: -0.427 -0.149 -0.099 +0.375 +0.075 -0.618 +0.042 -0.061 +1.000 +0.041 +0.064 -0.057 -0.040 --- DataSet : dPhiLeptons: -0.165 -0.127 -0.106 -0.109 -0.144 -0.132 -0.165 -0.169 +0.041 +1.000 +0.602 +0.118 +0.084 --- DataSet : dRLeptons: -0.233 -0.194 -0.234 -0.107 -0.176 -0.201 -0.233 -0.252 +0.064 +0.602 +1.000 +0.140 +0.091 --- DataSet : lep1_E: +0.159 +0.325 -0.017 -0.118 +0.020 +0.203 +0.161 +0.141 -0.057 +0.118 +0.140 +1.000 +0.525 --- DataSet : lep2_E: +0.137 -0.003 +0.464 -0.087 +0.026 +0.168 +0.126 +0.135 -0.040 +0.084 +0.091 +0.525 +1.000 --- DataSet : ------------------------------------------------------------------------------------------------------------------------------------------------------------------ --- DataSet : --- DataSet : New variable Transformation NoTransform requested and created. --- TransBase : Create scatter and profile plots in target-file directory: --- TransBase : TMVA417_195_-1.root:/InputVariables_NoTransform/CorrelationPlots --- TransBase : Ranking input variables... --- NoTransform : Ranking result (top variable is best ranked) --- NoTransform : ---------------------------------------------------------------- --- NoTransform : Rank : Variable : Separation --- NoTransform : ---------------------------------------------------------------- --- NoTransform : 1 : addEt : 5.713e-01 --- NoTransform : 2 : Ht : 5.410e-01 --- NoTransform : 3 : VSumJetLeptonsPt : 5.195e-01 --- NoTransform : 4 : SumEtLeptonsJets : 4.780e-01 --- NoTransform : 5 : MetSpec : 4.567e-01 --- NoTransform : 6 : LepAPt : 3.756e-01 --- NoTransform : 7 : LepBPt : 3.661e-01 --- NoTransform : 8 : MetSigLeptonsJets : 2.711e-01 --- NoTransform : 9 : dRLeptons : 1.420e-01 --- NoTransform : 10 : lep2_E : 1.225e-01 --- NoTransform : 11 : lep1_E : 1.117e-01 --- NoTransform : 12 : dPhiLeptons : 8.454e-02 --- NoTransform : 13 : dPhiLepSumMet : 3.052e-02 --- NoTransform : ---------------------------------------------------------------- factory PrepareTrainingAndTestTree done. Booking types Key[0]=Method name= H6AONN5MEMLP method= MLP parameters = !V:NCycles=1000:HiddenLayers=N+1,N has use flag set Calling Factory --- MLP : Building Network --- MLP : Random Seed for Initializing Weights1 --- MLP : initializing weights --- Factory : Booking method: H6AONN5MEMLP methods set; training... --- Factory : Training all methods... --- Factory : Train method: H6AONN5MEMLP --- MLP : Training Network --- MLP : [.......................] (0%, time left: unknown) --- MLP : [.......................] (0%, time left: 24 mins) --- MLP : [.......................] (0%, time left: 24 mins) --- MLP : [.......................] (0%, time left: 24 mins) --- MLP : [.......................] (0%, time left: 24 mins) --- MLP : [.......................] (0%, time left: 24 mins) --- MLP : [.......................] (0%, time left: 24 mins) --- MLP : [.......................] (0%, time left: 24 mins) --- MLP : [.......................] (0%, time left: 24 mins) --- MLP : 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[>>>>>>.................] (26%, time left: 19 mins) --- MLP : [>>>>>>.................] (26%, time left: 19 mins) --- MLP : [>>>>>>.................] (26%, time left: 19 mins) --- MLP : [>>>>>>.................] (26%, time left: 19 mins) --- MLP : [>>>>>>.................] (27%, time left: 19 mins) --- MLP : [>>>>>>.................] (27%, time left: 19 mins) --- MLP : [>>>>>>.................] (27%, time left: 19 mins) --- MLP : [>>>>>>.................] (27%, time left: 19 mins) --- MLP : [>>>>>>.................] (27%, time left: 19 mins) --- MLP : [>>>>>>.................] (27%, time left: 18 mins) --- MLP : [>>>>>>.................] (27%, time left: 18 mins) --- MLP : [>>>>>>.................] (27%, time left: 18 mins) --- MLP : [>>>>>>.................] (27%, time left: 18 mins) --- MLP : [>>>>>>.................] (27%, time left: 18 mins) --- MLP : [>>>>>>.................] (28%, time left: 18 mins) --- MLP : [>>>>>>.................] (28%, time left: 18 mins) --- MLP : [>>>>>>.................] (28%, time left: 18 mins) --- MLP : [>>>>>>.................] (28%, time left: 18 mins) --- MLP : [>>>>>>.................] (28%, time left: 18 mins) --- MLP : [>>>>>>.................] (28%, time left: 18 mins) --- MLP : [>>>>>>.................] (28%, time left: 18 mins) --- MLP : [>>>>>>.................] (28%, time left: 18 mins) --- MLP : [>>>>>>.................] (28%, time left: 18 mins) --- MLP : [>>>>>>.................] (28%, time left: 18 mins) --- MLP : [>>>>>>.................] (29%, time left: 18 mins) --- MLP : [>>>>>>.................] (29%, time left: 18 mins) --- MLP : [>>>>>>.................] (29%, time left: 18 mins) --- MLP : [>>>>>>>................] (29%, time left: 18 mins) --- MLP : [>>>>>>>................] (29%, time left: 18 mins) --- MLP : [>>>>>>>................] (29%, time left: 18 mins) --- MLP : [>>>>>>>................] (29%, time left: 18 mins) --- MLP : [>>>>>>>................] (29%, time left: 18 mins) --- MLP : [>>>>>>>................] (29%, time left: 18 mins) --- MLP : [>>>>>>>................] (29%, time left: 18 mins) --- MLP : [>>>>>>>................] (30%, time left: 18 mins) --- MLP : [>>>>>>>................] (30%, time left: 18 mins) --- MLP : [>>>>>>>................] (30%, time left: 18 mins) --- MLP : [>>>>>>>................] (30%, time left: 18 mins) --- MLP : [>>>>>>>................] (30%, time left: 18 mins) --- MLP : [>>>>>>>................] (30%, time left: 18 mins) --- MLP : [>>>>>>>................] (30%, time left: 18 mins) --- MLP : [>>>>>>>................] (30%, time left: 18 mins) --- MLP : [>>>>>>>................] (30%, time left: 18 mins) --- MLP : [>>>>>>>................] (30%, time left: 18 mins) --- MLP : [>>>>>>>................] (31%, time left: 18 mins) --- MLP : [>>>>>>>................] (31%, time left: 18 mins) --- MLP : [>>>>>>>................] (31%, time left: 18 mins) --- MLP : [>>>>>>>................] (31%, time left: 17 mins) --- MLP : [>>>>>>>................] (31%, time left: 17 mins) --- MLP : [>>>>>>>................] (31%, time left: 17 mins) --- MLP : [>>>>>>>................] (31%, time left: 17 mins) --- MLP : [>>>>>>>................] (31%, time left: 17 mins) --- MLP : [>>>>>>>................] (31%, time left: 17 mins) --- MLP : [>>>>>>>................] (31%, time left: 17 mins) --- MLP : [>>>>>>>................] (32%, time left: 17 mins) --- MLP : [>>>>>>>................] (32%, time left: 17 mins) --- MLP : [>>>>>>>................] (32%, time left: 17 mins) --- MLP : [>>>>>>>................] (32%, time left: 17 mins) --- MLP : [>>>>>>>................] (32%, time left: 17 mins) --- MLP : [>>>>>>>................] (32%, time left: 17 mins) --- MLP : [>>>>>>>................] (32%, time left: 17 mins) --- MLP : [>>>>>>>................] (32%, time left: 17 mins) --- MLP : [>>>>>>>................] (32%, time left: 17 mins) --- MLP : [>>>>>>>................] (32%, time left: 17 mins) --- MLP : [>>>>>>>................] (33%, time left: 17 mins) --- MLP : [>>>>>>>................] (33%, time left: 17 mins) --- MLP : [>>>>>>>................] (33%, time left: 17 mins) --- MLP : [>>>>>>>................] (33%, time left: 17 mins) --- MLP : [>>>>>>>................] (33%, time left: 17 mins) --- MLP : [>>>>>>>>...............] (33%, time left: 17 mins) --- MLP : [>>>>>>>>...............] (33%, time left: 17 mins) --- MLP : [>>>>>>>>...............] (33%, time left: 17 mins) --- MLP : [>>>>>>>>...............] (33%, time left: 17 mins) --- MLP : [>>>>>>>>...............] (33%, time left: 17 mins) --- MLP : [>>>>>>>>...............] (34%, time left: 17 mins) --- MLP : [>>>>>>>>...............] (34%, time left: 17 mins) --- MLP : [>>>>>>>>...............] (34%, time left: 17 mins) --- MLP : [>>>>>>>>...............] (34%, time left: 17 mins) --- MLP : [>>>>>>>>...............] (34%, time left: 17 mins) --- MLP : [>>>>>>>>...............] (34%, time left: 17 mins) --- MLP : 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[>>>>>>>>>..............] (37%, time left: 16 mins) --- MLP : [>>>>>>>>>..............] (37%, time left: 16 mins) --- MLP : [>>>>>>>>>..............] (38%, time left: 16 mins) --- MLP : [>>>>>>>>>..............] (38%, time left: 16 mins) --- MLP : [>>>>>>>>>..............] (38%, time left: 16 mins) --- MLP : [>>>>>>>>>..............] (38%, time left: 16 mins) --- MLP : [>>>>>>>>>..............] (38%, time left: 16 mins) --- MLP : [>>>>>>>>>..............] (38%, time left: 16 mins) --- MLP : [>>>>>>>>>..............] (38%, time left: 16 mins) --- MLP : [>>>>>>>>>..............] (38%, time left: 16 mins) --- MLP : [>>>>>>>>>..............] (38%, time left: 16 mins) --- MLP : [>>>>>>>>>..............] (38%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (39%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (39%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (39%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (39%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (39%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (39%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (39%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (39%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (39%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (39%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (40%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (40%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (40%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (40%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (40%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (40%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (40%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (40%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (40%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (40%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (41%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (41%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (41%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (41%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (41%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (41%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (41%, time left: 15 mins) --- MLP : [>>>>>>>>>..............] (41%, time left: 15 mins) --- MLP : [>>>>>>>>>>.............] (41%, time left: 15 mins) --- MLP : [>>>>>>>>>>.............] (41%, time left: 15 mins) --- MLP : [>>>>>>>>>>.............] (42%, time left: 15 mins) --- MLP : [>>>>>>>>>>.............] (42%, time left: 15 mins) --- MLP : [>>>>>>>>>>.............] (42%, time left: 15 mins) --- MLP : [>>>>>>>>>>.............] (42%, time left: 15 mins) --- MLP : [>>>>>>>>>>.............] (42%, time left: 15 mins) --- MLP : [>>>>>>>>>>.............] (42%, time left: 15 mins) --- MLP : [>>>>>>>>>>.............] (42%, time left: 15 mins) --- MLP : [>>>>>>>>>>.............] (42%, time left: 15 mins) --- MLP : [>>>>>>>>>>.............] (42%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (42%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (43%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (43%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (43%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (43%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (43%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (43%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (43%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (43%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (43%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (43%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (44%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (44%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (44%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (44%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (44%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (44%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (44%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (44%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (44%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (44%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (45%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (45%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (45%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (45%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (45%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (45%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (45%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (45%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (45%, time left: 14 mins) --- MLP : [>>>>>>>>>>.............] (45%, time left: 14 mins) --- MLP : [>>>>>>>>>>>............] (46%, time left: 14 mins) --- MLP : [>>>>>>>>>>>............] (46%, time left: 14 mins) --- MLP : [>>>>>>>>>>>............] (46%, time left: 14 mins) --- MLP : [>>>>>>>>>>>............] (46%, time left: 14 mins) --- MLP : [>>>>>>>>>>>............] (46%, time left: 14 mins) --- MLP : [>>>>>>>>>>>............] (46%, time left: 14 mins) --- MLP : [>>>>>>>>>>>............] (46%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (46%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (46%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (46%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (47%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (47%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (47%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (47%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (47%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (47%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (47%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (47%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (47%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (47%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (48%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (48%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (48%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (48%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (48%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (48%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (48%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (48%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (48%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (48%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (49%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (49%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (49%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (49%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (49%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (49%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (49%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (49%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (49%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (49%, time left: 13 mins) --- MLP : [>>>>>>>>>>>............] (50%, time left: 13 mins) --- MLP : [>>>>>>>>>>>>...........] (50%, time left: 13 mins) --- MLP : [>>>>>>>>>>>>...........] (50%, time left: 13 mins) --- MLP : [>>>>>>>>>>>>...........] (50%, time left: 13 mins) --- MLP : [>>>>>>>>>>>>...........] (50%, time left: 12 mins) --- MLP : [>>>>>>>>>>>>...........] (50%, time left: 12 mins) --- MLP : 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[>>>>>>>>>>>>...........] (53%, time left: 12 mins) --- MLP : [>>>>>>>>>>>>...........] (53%, time left: 12 mins) --- MLP : [>>>>>>>>>>>>...........] (54%, time left: 12 mins) --- MLP : [>>>>>>>>>>>>...........] (54%, time left: 12 mins) --- MLP : [>>>>>>>>>>>>...........] (54%, time left: 12 mins) --- MLP : [>>>>>>>>>>>>>..........] (54%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (54%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (54%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (54%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (54%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (54%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (54%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (55%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (55%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (55%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (55%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (55%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (55%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (55%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (55%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (55%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (55%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (56%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (56%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (56%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (56%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (56%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (56%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (56%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (56%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (56%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (56%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (57%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (57%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (57%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (57%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (57%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (57%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (57%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (57%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (57%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (57%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (58%, time left: 11 mins) --- MLP : [>>>>>>>>>>>>>..........] (58%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>..........] (58%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>..........] (58%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>..........] (58%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (58%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (58%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (58%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (58%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (58%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (59%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (59%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (59%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (59%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (59%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (59%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (59%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (59%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (59%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (59%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (60%, time left: 10 mins) --- MLP : [>>>>>>>>>>>>>>.........] (60%, time left: 10 mins) --- MLP : 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weights/TMVTEST417_195_-1.root_H6AONN5MEMLP.weights.txt --- MLP : Creating standalone response class : weights/TMVTEST417_195_-1.root_H6AONN5MEMLP.class.C --- MLP : write special histos to file: TMVA417_195_-1.root:/Method_MLP/H6AONN5MEMLP --- Factory : --- Factory : Begin ranking of input variables... --- MLP : Ranking result (top variable is best ranked) --- MLP : ---------------------------------------------------------------- --- MLP : Rank : Variable : Importance --- MLP : ---------------------------------------------------------------- --- MLP : 1 : dRLeptons : 6.959e+00 --- MLP : 2 : LepBPt : 2.749e+00 --- MLP : 3 : dPhiLeptons : 2.649e+00 --- MLP : 4 : dPhiLepSumMet : 2.074e+00 --- MLP : 5 : addEt : 1.664e+00 --- MLP : 6 : LepAPt : 6.198e-01 --- MLP : 7 : lep2_E : 3.250e-01 --- MLP : 8 : lep1_E : 3.174e-01 --- MLP : 9 : MetSigLeptonsJets : 1.674e-01 --- MLP : 10 : SumEtLeptonsJets : 1.305e-01 --- MLP : 11 : MetSpec : 9.556e-02 --- MLP : 12 : Ht : 7.233e-02 --- MLP : 13 : VSumJetLeptonsPt : 6.403e-03 --- MLP : ---------------------------------------------------------------- --- Factory : testing... --- Factory : Testing all classifiers... --- Factory : Test method: H6AONN5MEMLP --- MLP : Reading weight file: weights/TMVTEST417_195_-1.root_H6AONN5MEMLP.weights.txt --- MLP : Read method with name and title --- MLP : Classifier was trained with TMVA Version: 3.8.6 --- MLP : Classifier was trained with ROOT Version: 5.26/00 --- MLP : Create VariableTransformation "None" --- MLP : Building Network --- MLP : Random Seed for Initializing Weights1 --- MLP : initializing weights --- MLP : forcing weights --- MLP : Preparing evaluation tree... --- MLP : [.......................] (0%, time left: unknown) --- MLP : [.......................] (1%, time left: 0 sec) --- MLP : [.......................] (1%, time left: 0 sec) --- MLP : [.......................] (2%, time left: 0 sec) --- MLP : [.......................] (3%, time left: 0 sec) --- MLP : 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classifier response ... --- Factory : --- Factory : Evaluation results ranked by best signal efficiency and purity (area) --- Factory : ----------------------------------------------------------------------------- --- Factory : MVA Signal efficiency at bkg eff. (error): | Sepa- Signifi- --- Factory : Methods: @B=0.01 @B=0.10 @B=0.30 Area | ration: cance: --- Factory : ----------------------------------------------------------------------------- --- Factory : H6AONN5MEMLP : 0.093(02) 0.759(03) 0.936(02) 0.910 | 0.572 0.597 --- Factory : ----------------------------------------------------------------------------- --- Factory : --- Factory : Testing efficiency compared to training efficiency (overtraining check) --- Factory : ----------------------------------------------------------------------------- --- Factory : MVA Signal efficiency: from test sample (from traing sample) --- Factory : Methods: @B=0.01 @B=0.10 @B=0.30 --- Factory : ----------------------------------------------------------------------------- --- Factory : H6AONN5MEMLP : 0.093 (0.248) 0.759 (0.835) 0.936 (0.942) --- Factory : ----------------------------------------------------------------------------- --- Factory : --- Factory : Write Test Tree 'TestTree' to file Closing output file done