Fri Jun 13 19:39:26 BST 2014 Linux cl012 2.6.32-431.11.2.el6.x86_64 #1 SMP Wed Mar 26 09:39:43 CET 2014 x86_64 x86_64 x86_64 GNU/Linux Submit Host pciy `/usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/configs/training/TMVA-TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2.txt' -> `train-config.txt' `/usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/configs/training/AllPhysTracksInEvent.txt' -> `./AllPhysTracksInEvent.txt' `/usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/configs/training/AllPhysTracksInEvent.txt' -> `./AllPhysTracksInEvent.txt' `/usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/configs/TrackSelection/NoTrackPreSelection.txt' -> `./NoTrackPreSelection.txt' `/usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MVA-Configuration.txt' -> `MVA.txt' `/usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC12-TrainingFiles-Mixture-Cambridge.txt' -> `TrainingFiles-Mixture.txt' `/usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC12-TrainingFiles-Mixture-Cambridge.txt' -> `EvalFiles-Mixture.txt' `/usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC12-TrainingFiles-Heavy-Cambridge.txt' -> `EvalFiles-Heavy.txt' `/usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC12-TrainingFiles-Kaons-Cambridge.txt' -> `EvalFiles-Kaons.txt' Training in /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long Will use ionice `/usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/configs/networks/TMVA-NoPreSels-NoGECs/GlobalPID_Kaon_Long_ANN.txt' -> `./GlobalPID_Kaon_Long_ANN.txt' 2014-06-13 19:39:31 | Cache directory = '/lwork/jonesc/ANNPID-DataCache' 2014-06-13 19:39:31 | Network Config file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/GlobalPID_Kaon_Long_ANN.txt 2014-06-13 19:39:31 | Training parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/train-config.txt 2014-06-13 19:39:31 | Particle type = Kaon 2014-06-13 19:39:31 | Background types = All 2014-06-13 19:39:31 | Training Mix = NaturalMix 2014-06-13 19:39:31 | Track type = Long 2014-06-13 19:39:31 | Track PresSel = NoTrackPreSelection.txt 2014-06-13 19:39:31 | Network type = TMVA 2014-06-13 19:39:31 | Ghost treatment = NoGhosts Ghosts 2014-06-13 19:39:31 | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2014-06-13 19:39:31 | Reweighting = ReweightRICH2 2014-06-13 19:39:31 | Output file = GlobalPID_Kaon_Long_TMVA.weights.xml 2014-06-13 19:39:31 | Skipping input #TrackCloneDist 2014-06-13 19:39:31 | Skipping input #RichAboveElThres 2014-06-13 19:39:31 | Skipping input #RichAboveMuThres 2014-06-13 19:39:31 | Creating selection from 'NoTrackPreSelection.txt' 2014-06-13 19:39:31 | -> # very very loose. Essentially no cuts 2014-06-13 19:39:31 | -> TrackLikelihood > -100.0 2014-06-13 19:39:31 | -> TrackP > 0 2014-06-13 19:39:31 | -> TrackPt > 0 2014-06-13 19:39:31 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-13 19:39:31 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-13 19:39:31 | Training sample size = 1200000 2014-06-13 19:39:31 | Evaluation sample size = 10000000 2014-06-13 19:39:31 | Reading Parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/MVA.txt 2014-06-13 19:39:31 | -> NBTASK = CLA 2014-06-13 19:39:31 | -> NBMOM = 0.0 2014-06-13 19:39:31 | -> NBREG = ALL 2014-06-13 19:39:31 | -> TMVAVALIDATIONFRAC = 0.3 2014-06-13 19:39:31 | -> TMVATESTFRAC = 0.3 2014-06-13 19:39:31 | -> HiddenLayerScaleFactor = 1.4 2014-06-13 19:39:31 | -> TMVAMETHOD = MLP 2014-06-13 19:39:31 | -> TMVAUSEREGULATOR = false 2014-06-13 19:39:31 | -> TMVAMLPNCYCLES = 750 2014-06-13 19:39:31 | -> TMVAVARTRANSFORM = Norm 2014-06-13 19:39:31 | -> TMVAMLPNEURONTYPE = tanh 2014-06-13 19:39:31 | -> TMVAMLPMETHOD = BP 2014-06-13 19:39:31 | -> TMVAMLPESTIMATORTYPE = CE 2014-06-13 19:39:31 | -> TMVAMLPCONVIMPROVE = 1e-16 2014-06-13 19:39:31 | -> TMVAMLPCONVTEST = 15 2014-06-13 19:39:31 | -> TMVABDTBOOSTTYPE = AdaBoost 2014-06-13 19:39:31 | -> TMVABDTNTREES = 800 2014-06-13 19:39:31 | -> TMVABDTPRUNEMETHOD = CostComplexity 2014-06-13 19:39:31 | -> TMVABDTMAXTREEDEPTH = 3 2014-06-13 19:39:31 | Node layer two scale = 1.4 2014-06-13 19:39:31 | Input layer has 37 nodes, hidden layer has 50 nodes 2014-06-13 19:39:31 | TMVA Output ROOT file Long-Kaon-TMVA.root 2014-06-13 19:39:31 | TMVA testing fraction = 0.3 --- Factory : Parsing option string: --- Factory : ... "V:!Silent:!Color:!DrawProgressBar" --- Factory : The following options are set: --- Factory : - By User: --- Factory : V: "True" [Verbose flag] --- Factory : Color: "False" [Flag for coloured screen output (default: True, if in batch mode: False)] --- Factory : Silent: "False" [Batch mode: boolean silent flag inhibiting any output from TMVA after the creation of the factory class object (default: False)] --- Factory : DrawProgressBar: "False" [Draw progress bar to display training, testing and evaluation schedule (default: True)] --- Factory : - Default: --- Factory : Transformations: "I" [List of transformations to test; formatting example: "Transformations=I;D;P;U;G,D", for identity, decorrelation, PCA, Uniform and Gaussianisation followed by decorrelation transformations] --- Factory : AnalysisType: "Auto" [Set the analysis type (Classification, Regression, Multiclass, Auto) (default: Auto)] --- Factory : You are running ROOT Version: 5.34/18, Mar 14, 2014 --- Factory : --- Factory : _/_/_/_/_/ _| _| _| _| _|_| --- Factory : _/ _|_| _|_| _| _| _| _| --- Factory : _/ _| _| _| _| _| _|_|_|_| --- Factory : _/ _| _| _| _| _| _| --- Factory : _/ _| _| _| _| _| --- Factory : --- Factory : ___________TMVA Version 4.2.0, Sep 19, 2013 --- Factory : 2014-06-13 19:39:31 | Input TrackP Type F 2014-06-13 19:39:31 | Input TrackPt Type F 2014-06-13 19:39:31 | Input TrackChi2PerDof Type F 2014-06-13 19:39:31 | Input TrackNumDof Type I 2014-06-13 19:39:31 | Input TrackLikelihood Type F 2014-06-13 19:39:31 | Input TrackGhostProbability Type F 2014-06-13 19:39:31 | Input TrackFitMatchChi2 Type F 2014-06-13 19:39:31 | Input TrackFitVeloChi2 Type F 2014-06-13 19:39:31 | Input TrackFitVeloNDoF Type I 2014-06-13 19:39:31 | Input TrackFitTChi2 Type F 2014-06-13 19:39:31 | Input TrackFitTNDoF Type I 2014-06-13 19:39:31 | Input RichUsedAero Type I 2014-06-13 19:39:31 | Input RichUsedR1Gas Type I 2014-06-13 19:39:31 | Input RichUsedR2Gas Type I 2014-06-13 19:39:31 | Input RichAbovePiThres Type I 2014-06-13 19:39:31 | Input RichAboveKaThres Type I 2014-06-13 19:39:31 | Input RichAbovePrThres Type I 2014-06-13 19:39:31 | Input RichDLLe Type F 2014-06-13 19:39:31 | Input RichDLLmu Type F 2014-06-13 19:39:31 | Input RichDLLk Type F 2014-06-13 19:39:31 | Input RichDLLp Type F 2014-06-13 19:39:31 | Input RichDLLbt Type F 2014-06-13 19:39:31 | Input MuonBkgLL Type F 2014-06-13 19:39:31 | Input MuonMuLL Type F 2014-06-13 19:39:31 | Input MuonIsMuon Type I 2014-06-13 19:39:31 | Input MuonNShared Type I 2014-06-13 19:39:31 | Input InAccMuon Type I 2014-06-13 19:39:31 | Input MuonIsLooseMuon Type I 2014-06-13 19:39:31 | Input EcalPIDe Type F 2014-06-13 19:39:31 | Input EcalPIDmu Type F 2014-06-13 19:39:31 | Input HcalPIDe Type F 2014-06-13 19:39:31 | Input HcalPIDmu Type F 2014-06-13 19:39:31 | Input PrsPIDe Type F 2014-06-13 19:39:31 | Input InAccBrem Type I 2014-06-13 19:39:31 | Input BremPIDe Type F 2014-06-13 19:39:31 | Input VeloCharge Type F 2014-06-13 19:39:31 | Input Data file = TrainingFiles-Mixture.txt 2014-06-13 19:39:31 | Using 4496 data files 2014-06-13 19:39:31 | Training Datafile Selection hash = 1183992426505638073 2014-06-13 19:39:31 | Using training file (1/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.75.root.1183992426505638073 2014-06-13 19:39:32 | -> Pre-selected 47643 entries from 47643 ( 100 % ) --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 2014-06-13 19:39:33 | -> Selected 31198 entries ( 65.4829 % ). Overall 21961 ( 1.83008 % ) of required 1200000 entries. 2014-06-13 19:39:33 | Using training file (2/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.32.root.1183992426505638073 2014-06-13 19:39:33 | -> Pre-selected 121411 entries from 121411 ( 100 % ) 2014-06-13 19:39:38 | -> Selected 74704 entries ( 61.5298 % ). Overall 74089 ( 6.17408 % ) of required 1200000 entries. 2014-06-13 19:39:38 | Using training file (3/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.65.root.1183992426505638073 2014-06-13 19:39:38 | -> Pre-selected 459028 entries from 459028 ( 100 % ) 2014-06-13 19:39:55 | -> Selected 278741 entries ( 60.7242 % ). Overall 268979 ( 22.4149 % ) of required 1200000 entries. 2014-06-13 19:39:55 | Using training file (4/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.11.root.1183992426505638073 2014-06-13 19:39:55 | -> Pre-selected 112541 entries from 112541 ( 100 % ) 2014-06-13 19:39:59 | -> Selected 69132 entries ( 61.4283 % ). Overall 317291 ( 26.4409 % ) of required 1200000 entries. 2014-06-13 19:39:59 | Using training file (5/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.32.root.1183992426505638073 2014-06-13 19:40:00 | -> Pre-selected 305774 entries from 305774 ( 100 % ) 2014-06-13 19:40:11 | -> Selected 195333 entries ( 63.8815 % ). Overall 454242 ( 37.8535 % ) of required 1200000 entries. 2014-06-13 19:40:11 | Using training file (6/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.148.root.1183992426505638073 2014-06-13 19:40:11 | -> Pre-selected 290109 entries from 290109 ( 100 % ) 2014-06-13 19:40:22 | -> Selected 182371 entries ( 62.8629 % ). Overall 582111 ( 48.5093 % ) of required 1200000 entries. 2014-06-13 19:40:22 | Using training file (7/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.32.root.1183992426505638073 2014-06-13 19:40:22 | -> Pre-selected 232194 entries from 232194 ( 100 % ) 2014-06-13 19:40:30 | -> Selected 145276 entries ( 62.5666 % ). Overall 683763 ( 56.9802 % ) of required 1200000 entries. 2014-06-13 19:40:30 | Using training file (8/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.26.root.1183992426505638073 2014-06-13 19:40:30 | -> Pre-selected 408657 entries from 408657 ( 100 % ) 2014-06-13 19:40:46 | -> Selected 259307 entries ( 63.4535 % ). Overall 865492 ( 72.1243 % ) of required 1200000 entries. 2014-06-13 19:40:46 | Using training file (9/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.44.root.1183992426505638073 2014-06-13 19:40:46 | -> Pre-selected 111617 entries from 111617 ( 100 % ) 2014-06-13 19:40:50 | -> Selected 68564 entries ( 61.4279 % ). Overall 913359 ( 76.1132 % ) of required 1200000 entries. 2014-06-13 19:40:50 | Using training file (10/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.52.root.1183992426505638073 2014-06-13 19:40:51 | -> Pre-selected 238620 entries from 238620 ( 100 % ) 2014-06-13 19:41:01 | -> Selected 150296 entries ( 62.9855 % ). Overall 1018368 ( 84.864 % ) of required 1200000 entries. 2014-06-13 19:41:01 | Using training file (11/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.258.root.1183992426505638073 2014-06-13 19:41:02 | -> Pre-selected 481770 entries from 481770 ( 100 % ) 2014-06-13 19:41:21 | -> Selected 259793 entries ( 53.9247 % ). Overall 1200000 ( 100 % ) of required 1200000 entries. 2014-06-13 19:41:21 | Considered 2749924 tracks for input to MVA training 2014-06-13 19:41:21 | Sel. Eff. = 62.355% 2014-06-13 19:41:21 | Selected 1200000/514715 tracks for input to MVA training/testing 2014-06-13 19:41:21 | Electron percentage = 0.684917% 2014-06-13 19:41:21 | Muon percentage = 1.73675% 2014-06-13 19:41:21 | Pion percentage = 79.5005% 2014-06-13 19:41:21 | Kaon percentage = 11.8357% 2014-06-13 19:41:21 | Unknown Particle type 411 2014-06-13 19:41:21 | percentage = 0.000333333% 2014-06-13 19:41:21 | Unknown Particle type 431 2014-06-13 19:41:21 | percentage = 0.000166667% 2014-06-13 19:41:21 | Proton percentage = 6.2115% 2014-06-13 19:41:21 | Unknown Particle type 3112 2014-06-13 19:41:21 | percentage = 0.00583333% 2014-06-13 19:41:21 | Unknown Particle type 3222 2014-06-13 19:41:21 | percentage = 0.0228333% 2014-06-13 19:41:21 | Unknown Particle type 3312 2014-06-13 19:41:21 | percentage = 0.0015% --- Factory : Add Tree TrainAssignTree_Background of type Background with 1057972 events --- Factory : Add Tree TestAssignTree_Background of type Background with 453519 events --- Factory : Add Tree TrainAssignTree_Signal of type Signal with 142028 events --- Factory : Add Tree TestAssignTree_Signal of type Signal with 61196 events --- DataSetInfo : Class index : 0 name : Background --- DataSetInfo : Class index : 1 name : Signal 2014-06-13 19:41:21 | TMVA MLP 'H:V:EpochMonitoring:HiddenLayers=50:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE' --- Factory : Booking method: Kaon_Long_TMVA --- Configurable : Parsing option string: --- Configurable : ... "H:V:EpochMonitoring:HiddenLayers=50:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE" --- Configurable : The following options are set: --- Configurable : - By User: --- Configurable : --- Configurable : - Default: --- Configurable : Boost_num: "0" [Number of times the classifier will be boosted] --- Kaon_Long_TMVA : Parsing option string: --- Kaon_Long_TMVA : ... "H:V:EpochMonitoring:HiddenLayers=50:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE" --- Kaon_Long_TMVA : The following options are set: --- Kaon_Long_TMVA : - By User: --- Kaon_Long_TMVA : NCycles: "750" [Number of training cycles] --- Kaon_Long_TMVA : HiddenLayers: "50" [Specification of hidden layer architecture] --- Kaon_Long_TMVA : NeuronType: "tanh" [Neuron activation function type] --- Kaon_Long_TMVA : EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood] --- Kaon_Long_TMVA : V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)] --- Kaon_Long_TMVA : 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)"] --- Kaon_Long_TMVA : H: "True" [Print method-specific help message] --- Kaon_Long_TMVA : TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)] --- Kaon_Long_TMVA : EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)] --- Kaon_Long_TMVA : ConvergenceImprove: "1.000000e-16" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)] --- Kaon_Long_TMVA : ConvergenceTests: "15" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)] --- Kaon_Long_TMVA : UseRegulator: "False" [Use regulator to avoid over-training] --- Kaon_Long_TMVA : - Default: --- Kaon_Long_TMVA : RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')] --- Kaon_Long_TMVA : NeuronInputType: "sum" [Neuron input function type] --- Kaon_Long_TMVA : VerbosityLevel: "Default" [Verbosity level] --- Kaon_Long_TMVA : CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)] --- Kaon_Long_TMVA : IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)] --- Kaon_Long_TMVA : LearningRate: "2.000000e-02" [ANN learning rate parameter] --- Kaon_Long_TMVA : DecayRate: "1.000000e-02" [Decay rate for learning parameter] --- Kaon_Long_TMVA : TestRate: "10" [Test for overtraining performed at each #th epochs] --- Kaon_Long_TMVA : Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch] --- Kaon_Long_TMVA : SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training] --- Kaon_Long_TMVA : 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.] --- Kaon_Long_TMVA : SamplingTraining: "True" [The training sample is sampled] --- Kaon_Long_TMVA : SamplingTesting: "False" [The testing sample is sampled] --- Kaon_Long_TMVA : ResetStep: "50" [How often BFGS should reset history] --- Kaon_Long_TMVA : Tau: "3.000000e+00" [LineSearch "size step"] --- Kaon_Long_TMVA : BPMode: "sequential" [Back-propagation learning mode: sequential or batch] --- Kaon_Long_TMVA : BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events] --- Kaon_Long_TMVA : UpdateLimit: "10000" [Maximum times of regulator update] --- Kaon_Long_TMVA : CalculateErrors: "False" [Calculates inverse Hessian matrix at the end of the training to be able to calculate the uncertainties of an MVA value] --- Kaon_Long_TMVA : 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] --- Kaon_Long_TMVA : Create Transformation "Norm" with events from all classes. --- Norm : Transformation, Variable selection : --- Norm : Input : variable 'TrackP' (index=0). <---> Output : variable 'TrackP' (index=0). --- Norm : Input : variable 'TrackPt' (index=1). <---> Output : variable 'TrackPt' (index=1). --- Norm : Input : variable 'TrackChi2PerDof' (index=2). <---> Output : variable 'TrackChi2PerDof' (index=2). --- Norm : Input : variable 'TrackNumDof' (index=3). <---> Output : variable 'TrackNumDof' (index=3). --- Norm : Input : variable 'TrackLikelihood' (index=4). <---> Output : variable 'TrackLikelihood' (index=4). --- Norm : Input : variable 'TrackGhostProbability' (index=5). <---> Output : variable 'TrackGhostProbability' (index=5). --- Norm : Input : variable 'TrackFitMatchChi2' (index=6). <---> Output : variable 'TrackFitMatchChi2' (index=6). --- Norm : Input : variable 'TrackFitVeloChi2' (index=7). <---> Output : variable 'TrackFitVeloChi2' (index=7). --- Norm : Input : variable 'TrackFitVeloNDoF' (index=8). <---> Output : variable 'TrackFitVeloNDoF' (index=8). --- Norm : Input : variable 'TrackFitTChi2' (index=9). <---> Output : variable 'TrackFitTChi2' (index=9). --- Norm : Input : variable 'TrackFitTNDoF' (index=10). <---> Output : variable 'TrackFitTNDoF' (index=10). --- Norm : Input : variable 'RichUsedAero' (index=11). <---> Output : variable 'RichUsedAero' (index=11). --- Norm : Input : variable 'RichUsedR1Gas' (index=12). <---> Output : variable 'RichUsedR1Gas' (index=12). --- Norm : Input : variable 'RichUsedR2Gas' (index=13). <---> Output : variable 'RichUsedR2Gas' (index=13). --- Norm : Input : variable 'RichAbovePiThres' (index=14). <---> Output : variable 'RichAbovePiThres' (index=14). --- Norm : Input : variable 'RichAboveKaThres' (index=15). <---> Output : variable 'RichAboveKaThres' (index=15). --- Norm : Input : variable 'RichAbovePrThres' (index=16). <---> Output : variable 'RichAbovePrThres' (index=16). --- Norm : Input : variable 'RichDLLe' (index=17). <---> Output : variable 'RichDLLe' (index=17). --- Norm : Input : variable 'RichDLLmu' (index=18). <---> Output : variable 'RichDLLmu' (index=18). --- Norm : Input : variable 'RichDLLk' (index=19). <---> Output : variable 'RichDLLk' (index=19). --- Norm : Input : variable 'RichDLLp' (index=20). <---> Output : variable 'RichDLLp' (index=20). --- Norm : Input : variable 'RichDLLbt' (index=21). <---> Output : variable 'RichDLLbt' (index=21). --- Norm : Input : variable 'MuonBkgLL' (index=22). <---> Output : variable 'MuonBkgLL' (index=22). --- Norm : Input : variable 'MuonMuLL' (index=23). <---> Output : variable 'MuonMuLL' (index=23). --- Norm : Input : variable 'MuonIsMuon' (index=24). <---> Output : variable 'MuonIsMuon' (index=24). --- Norm : Input : variable 'MuonNShared' (index=25). <---> Output : variable 'MuonNShared' (index=25). --- Norm : Input : variable 'InAccMuon' (index=26). <---> Output : variable 'InAccMuon' (index=26). --- Norm : Input : variable 'MuonIsLooseMuon' (index=27). <---> Output : variable 'MuonIsLooseMuon' (index=27). --- Norm : Input : variable 'EcalPIDe' (index=28). <---> Output : variable 'EcalPIDe' (index=28). --- Norm : Input : variable 'EcalPIDmu' (index=29). <---> Output : variable 'EcalPIDmu' (index=29). --- Norm : Input : variable 'HcalPIDe' (index=30). <---> Output : variable 'HcalPIDe' (index=30). --- Norm : Input : variable 'HcalPIDmu' (index=31). <---> Output : variable 'HcalPIDmu' (index=31). --- Norm : Input : variable 'PrsPIDe' (index=32). <---> Output : variable 'PrsPIDe' (index=32). --- Norm : Input : variable 'InAccBrem' (index=33). <---> Output : variable 'InAccBrem' (index=33). --- Norm : Input : variable 'BremPIDe' (index=34). <---> Output : variable 'BremPIDe' (index=34). --- Norm : Input : variable 'VeloCharge' (index=35). <---> Output : variable 'VeloCharge' (index=35). --- Kaon_Long_TMVA : Building Network --- Kaon_Long_TMVA : Initializing weights 2014-06-13 19:41:22 | Starting Training... --- DataSetFactory : Parsing option string: --- DataSetFactory : ... "V:nTrain_Signal=0:nTrain_Background=0:SplitMode=Random:NormMode=None" --- DataSetFactory : The following options are set: --- DataSetFactory : - By User: --- DataSetFactory : SplitMode: "Random" [Method of picking training and testing events (default: random)] --- DataSetFactory : NormMode: "None" [Overall renormalisation of event-by-event weights used in the training (NumEvents: average weight of 1 per event, independently for signal and background; EqualNumEvents: average weight of 1 per event for signal, and sum of weights for background equal to sum of weights for signal)] --- DataSetFactory : nTrain_Background: "0" [Number of training events of class Background (default: 0 = all)] --- DataSetFactory : nTrain_Signal: "0" [Number of training events of class Signal (default: 0 = all)] --- DataSetFactory : V: "True" [Verbosity (default: true)] --- DataSetFactory : - Default: --- DataSetFactory : MixMode: "SameAsSplitMode" [Method of mixing events of differnt classes into one dataset (default: SameAsSplitMode)] --- DataSetFactory : SplitSeed: "100" [Seed for random event shuffling] --- DataSetFactory : ScaleWithPreselEff: "False" [Scale the number of requested events by the eff. of the preselection cuts (or not)] --- DataSetFactory : nTest_Background: "0" [Number of test events of class Background (default: 0 = all)] --- DataSetFactory : nTest_Signal: "0" [Number of test events of class Signal (default: 0 = all)] --- DataSetFactory : VerboseLevel: "Info" [VerboseLevel (Debug/Verbose/Info)] --- DataSetFactory : Splitmode is: "RANDOM" the mixmode is: "SAMEASSPLITMODE" --- DataSetFactory : Create training and testing trees -- looping over class "Background" ... --- DataSetFactory : Weight expression for class 'Background': "weight" --- DataSetFactory : Create training and testing trees -- looping over class "Signal" ... --- DataSetFactory : Weight expression for class 'Signal': "weight" --- DataSetFactory : Number of events in input trees (after possible flattening of arrays): --- DataSetFactory : Background -- number of events : 1511491 / sum of weights: 1.51149e+06 --- DataSetFactory : Signal -- number of events : 203224 / sum of weights: 203224 --- DataSetFactory : Background tree -- total number of entries: 1511491 --- DataSetFactory : Signal tree -- total number of entries: 203224 --- DataSetFactory : Preselection: (will NOT affect number of requested training and testing events) --- DataSetFactory : No preselection cuts applied on event classes --- DataSetFactory : No weight renormalisation applied: use original global and event weights --- DataSetFactory : Create internal training tree --- DataSetFactory : Create internal testing tree --- DataSetInfo : Correlation matrix (Background): --- DataSetInfo : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackLikelihood TrackGhostProbability TrackFitMatchChi2 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 --- DataSetInfo : TrackP: +1.000 +0.602 -0.015 -0.336 +0.151 -0.049 -0.058 -0.099 -0.137 -0.185 -0.349 -0.388 -0.347 +0.445 +0.021 +0.185 +0.257 -0.001 -0.013 -0.037 -0.041 -0.042 -0.027 -0.027 -0.010 -0.071 +0.088 -0.027 -0.140 -0.141 -0.104 -0.105 -0.101 -0.339 -0.339 +0.070 --- DataSetInfo : TrackPt: +0.602 +1.000 -0.021 -0.020 +0.060 -0.079 -0.059 +0.026 +0.003 -0.007 -0.040 -0.030 +0.106 +0.248 +0.116 +0.356 +0.462 +0.088 +0.085 +0.058 +0.058 +0.065 +0.020 +0.020 +0.057 -0.053 +0.119 +0.020 +0.018 +0.019 +0.017 +0.017 +0.033 +0.091 +0.091 +0.068 --- DataSetInfo : TrackChi2PerDof: -0.015 -0.021 +1.000 -0.031 -0.577 +0.001 +0.701 +0.246 +0.003 +0.458 -0.026 +0.034 +0.016 -0.029 +0.002 +0.004 -0.007 -0.000 -0.001 +0.003 +0.003 +0.003 +0.037 +0.037 +0.042 +0.029 -0.005 +0.037 +0.006 +0.006 +0.002 +0.002 +0.005 +0.015 +0.015 +0.006 --- DataSetInfo : TrackNumDof: -0.336 -0.020 -0.031 +1.000 -0.018 -0.007 -0.006 +0.505 +0.716 +0.472 +0.803 +0.244 +0.609 -0.248 +0.073 +0.031 +0.048 +0.111 +0.119 +0.122 +0.125 +0.129 +0.007 +0.007 +0.014 +0.012 -0.004 +0.007 +0.195 +0.195 +0.109 +0.109 +0.151 +0.627 +0.627 -0.102 --- DataSetInfo : TrackLikelihood: +0.151 +0.060 -0.577 -0.018 +1.000 -0.005 -0.491 -0.143 -0.045 -0.254 -0.024 -0.156 -0.175 +0.178 +0.011 +0.032 +0.061 -0.028 -0.030 -0.042 -0.043 -0.042 -0.009 -0.009 -0.018 -0.020 +0.145 -0.009 +0.056 +0.056 +0.089 +0.089 +0.070 -0.168 -0.168 +0.083 --- DataSetInfo : TrackGhostProbability: -0.049 -0.079 +0.001 -0.007 -0.005 +1.000 +0.006 -0.017 -0.012 -0.002 -0.001 +0.010 +0.001 -0.006 +0.005 +0.000 -0.003 +0.007 +0.007 +0.007 +0.007 +0.007 -0.001 -0.001 -0.001 +0.000 -0.003 -0.001 -0.003 -0.003 -0.002 -0.002 -0.002 +0.000 +0.000 -0.003 --- DataSetInfo : TrackFitMatchChi2: -0.058 -0.059 +0.701 -0.006 -0.491 +0.006 +1.000 +0.008 +0.016 +0.079 +0.001 +0.048 +0.039 -0.088 -0.018 -0.029 -0.048 +0.003 +0.003 +0.009 +0.009 +0.008 +0.042 +0.042 +0.054 +0.024 -0.057 +0.042 -0.021 -0.021 -0.035 -0.035 -0.023 +0.035 +0.035 -0.001 --- DataSetInfo : TrackFitVeloChi2: -0.099 +0.026 +0.246 +0.505 -0.143 -0.017 +0.008 +1.000 +0.695 +0.105 +0.148 +0.084 +0.330 -0.044 +0.097 +0.070 +0.084 +0.106 +0.109 +0.110 +0.113 +0.116 +0.025 +0.025 +0.020 +0.024 +0.025 +0.025 +0.074 +0.074 +0.060 +0.060 +0.060 +0.335 +0.335 -0.077 --- DataSetInfo : TrackFitVeloNDoF: -0.137 +0.003 +0.003 +0.716 -0.045 -0.012 +0.016 +0.695 +1.000 +0.126 +0.198 +0.072 +0.455 -0.063 +0.113 +0.052 +0.079 +0.144 +0.146 +0.148 +0.151 +0.154 +0.034 +0.034 +0.026 +0.028 +0.024 +0.034 +0.093 +0.094 +0.076 +0.076 +0.073 +0.459 +0.459 -0.082 --- DataSetInfo : TrackFitTChi2: -0.185 -0.007 +0.458 +0.472 -0.254 -0.002 +0.079 +0.105 +0.126 +1.000 +0.580 +0.156 +0.258 -0.138 +0.014 +0.007 +0.010 +0.021 +0.025 +0.028 +0.029 +0.031 +0.002 +0.002 +0.009 +0.011 +0.023 +0.002 +0.147 +0.147 +0.090 +0.090 +0.118 +0.279 +0.279 -0.028 --- DataSetInfo : TrackFitTNDoF: -0.349 -0.040 -0.026 +0.803 -0.024 -0.001 +0.001 +0.148 +0.198 +0.580 +1.000 +0.275 +0.432 -0.293 -0.008 -0.015 -0.011 +0.022 +0.030 +0.035 +0.037 +0.039 -0.024 -0.024 -0.004 -0.010 -0.030 -0.024 +0.199 +0.199 +0.095 +0.095 +0.148 +0.467 +0.467 -0.070 --- DataSetInfo : RichUsedAero: -0.388 -0.030 +0.034 +0.244 -0.156 +0.010 +0.048 +0.084 +0.072 +0.156 +0.275 +1.000 +0.397 -0.515 +0.170 +0.462 +0.397 +0.104 +0.120 +0.149 +0.154 +0.166 -0.006 -0.006 +0.008 +0.032 -0.250 -0.006 -0.104 -0.103 -0.153 -0.153 -0.116 +0.420 +0.420 -0.018 --- DataSetInfo : RichUsedR1Gas: -0.347 +0.106 +0.016 +0.609 -0.175 +0.001 +0.039 +0.330 +0.455 +0.258 +0.432 +0.397 +1.000 -0.325 +0.247 +0.219 +0.190 +0.323 +0.333 +0.339 +0.343 +0.347 +0.030 +0.030 +0.037 +0.038 -0.098 +0.030 +0.075 +0.076 +0.007 +0.007 +0.039 +0.819 +0.819 -0.083 --- DataSetInfo : RichUsedR2Gas: +0.445 +0.248 -0.029 -0.248 +0.178 -0.006 -0.088 -0.044 -0.063 -0.138 -0.293 -0.515 -0.325 +1.000 +0.187 +0.120 +0.065 +0.164 +0.160 +0.124 +0.122 +0.121 +0.013 +0.014 +0.003 -0.057 +0.350 +0.014 +0.155 +0.155 +0.214 +0.214 +0.176 -0.324 -0.324 +0.063 --- DataSetInfo : RichAbovePiThres: +0.021 +0.116 +0.002 +0.073 +0.011 +0.005 -0.018 +0.097 +0.113 +0.014 -0.008 +0.170 +0.247 +0.187 +1.000 +0.313 +0.168 +0.794 +0.795 +0.792 +0.793 +0.794 +0.009 +0.009 +0.008 -0.004 +0.168 +0.009 +0.131 +0.131 +0.125 +0.125 +0.147 +0.207 +0.206 +0.011 --- DataSetInfo : RichAboveKaThres: +0.185 +0.356 +0.004 +0.031 +0.032 +0.000 -0.029 +0.070 +0.052 +0.007 -0.015 +0.462 +0.219 +0.120 +0.313 +1.000 +0.537 +0.243 +0.247 +0.234 +0.242 +0.251 -0.051 -0.051 -0.031 -0.058 -0.006 -0.051 -0.067 -0.067 -0.085 -0.085 -0.035 +0.202 +0.202 +0.043 --- DataSetInfo : RichAbovePrThres: +0.257 +0.462 -0.007 +0.048 +0.061 -0.003 -0.048 +0.084 +0.079 +0.010 -0.011 +0.397 +0.190 +0.065 +0.168 +0.537 +1.000 +0.126 +0.126 +0.117 +0.117 +0.133 +0.047 +0.048 +0.052 +0.017 +0.155 +0.048 +0.055 +0.055 +0.039 +0.039 +0.076 +0.178 +0.177 +0.046 --- DataSetInfo : RichDLLe: -0.001 +0.088 -0.000 +0.111 -0.028 +0.007 +0.003 +0.106 +0.144 +0.021 +0.022 +0.104 +0.323 +0.164 +0.794 +0.243 +0.126 +1.000 +0.998 +0.995 +0.995 +0.994 -0.017 -0.017 -0.011 -0.025 +0.035 -0.017 +0.017 +0.017 +0.007 +0.007 +0.033 +0.256 +0.256 -0.005 --- DataSetInfo : RichDLLmu: -0.013 +0.085 -0.001 +0.119 -0.030 +0.007 +0.003 +0.109 +0.146 +0.025 +0.030 +0.120 +0.333 +0.160 +0.795 +0.247 +0.126 +0.998 +1.000 +0.996 +0.995 +0.995 -0.018 -0.018 -0.011 -0.026 +0.032 -0.018 +0.018 +0.018 +0.008 +0.008 +0.033 +0.267 +0.267 -0.005 --- DataSetInfo : RichDLLk: -0.037 +0.058 +0.003 +0.122 -0.042 +0.007 +0.009 +0.110 +0.148 +0.028 +0.035 +0.149 +0.339 +0.124 +0.792 +0.234 +0.117 +0.995 +0.996 +1.000 +0.999 +0.999 -0.018 -0.018 -0.013 -0.020 +0.016 -0.018 +0.011 +0.011 -0.002 -0.002 +0.025 +0.275 +0.275 -0.009 --- DataSetInfo : RichDLLp: -0.041 +0.058 +0.003 +0.125 -0.043 +0.007 +0.009 +0.113 +0.151 +0.029 +0.037 +0.154 +0.343 +0.122 +0.793 +0.242 +0.117 +0.995 +0.995 +0.999 +1.000 +1.000 -0.020 -0.020 -0.015 -0.020 +0.013 -0.020 +0.009 +0.009 -0.004 -0.004 +0.024 +0.280 +0.280 -0.009 --- DataSetInfo : RichDLLbt: -0.042 +0.065 +0.003 +0.129 -0.042 +0.007 +0.008 +0.116 +0.154 +0.031 +0.039 +0.166 +0.347 +0.121 +0.794 +0.251 +0.133 +0.994 +0.995 +0.999 +1.000 +1.000 -0.018 -0.018 -0.013 -0.020 +0.016 -0.018 +0.013 +0.013 -0.000 -0.000 +0.027 +0.286 +0.286 -0.008 --- DataSetInfo : MuonBkgLL: -0.027 +0.020 +0.037 +0.007 -0.009 -0.001 +0.042 +0.025 +0.034 +0.002 -0.024 -0.006 +0.030 +0.013 +0.009 -0.051 +0.047 -0.017 -0.018 -0.018 -0.020 -0.018 +1.000 +1.000 +0.781 +0.639 +0.153 +1.000 +0.102 +0.103 +0.112 +0.112 +0.105 +0.023 +0.023 -0.004 --- DataSetInfo : MuonMuLL: -0.027 +0.020 +0.037 +0.007 -0.009 -0.001 +0.042 +0.025 +0.034 +0.002 -0.024 -0.006 +0.030 +0.014 +0.009 -0.051 +0.048 -0.017 -0.018 -0.018 -0.020 -0.018 +1.000 +1.000 +0.781 +0.638 +0.153 +1.000 +0.102 +0.103 +0.112 +0.112 +0.105 +0.023 +0.023 -0.004 --- DataSetInfo : MuonIsMuon: -0.010 +0.057 +0.042 +0.014 -0.018 -0.001 +0.054 +0.020 +0.026 +0.009 -0.004 +0.008 +0.037 +0.003 +0.008 -0.031 +0.052 -0.011 -0.011 -0.013 -0.015 -0.013 +0.781 +0.781 +1.000 +0.458 +0.119 +0.781 +0.089 +0.090 +0.096 +0.097 +0.087 +0.033 +0.033 +0.000 --- DataSetInfo : MuonNShared: -0.071 -0.053 +0.029 +0.012 -0.020 +0.000 +0.024 +0.024 +0.028 +0.011 -0.010 +0.032 +0.038 -0.057 -0.004 -0.058 +0.017 -0.025 -0.026 -0.020 -0.020 -0.020 +0.639 +0.638 +0.458 +1.000 +0.098 +0.638 +0.078 +0.078 +0.088 +0.089 +0.074 +0.034 +0.034 -0.004 --- DataSetInfo : InAccMuon: +0.088 +0.119 -0.005 -0.004 +0.145 -0.003 -0.057 +0.025 +0.024 +0.023 -0.030 -0.250 -0.098 +0.350 +0.168 -0.006 +0.155 +0.035 +0.032 +0.016 +0.013 +0.016 +0.153 +0.153 +0.119 +0.098 +1.000 +0.153 +0.721 +0.721 +0.807 +0.807 +0.717 -0.096 -0.096 +0.032 --- DataSetInfo : MuonIsLooseMuon: -0.027 +0.020 +0.037 +0.007 -0.009 -0.001 +0.042 +0.025 +0.034 +0.002 -0.024 -0.006 +0.030 +0.014 +0.009 -0.051 +0.048 -0.017 -0.018 -0.018 -0.020 -0.018 +1.000 +1.000 +0.781 +0.638 +0.153 +1.000 +0.102 +0.103 +0.112 +0.112 +0.105 +0.023 +0.023 -0.004 --- DataSetInfo : EcalPIDe: -0.140 +0.018 +0.006 +0.195 +0.056 -0.003 -0.021 +0.074 +0.093 +0.147 +0.199 -0.104 +0.075 +0.155 +0.131 -0.067 +0.055 +0.017 +0.018 +0.011 +0.009 +0.013 +0.102 +0.102 +0.089 +0.078 +0.721 +0.102 +1.000 +1.000 +0.817 +0.817 +0.870 +0.105 +0.105 +0.002 --- DataSetInfo : EcalPIDmu: -0.141 +0.019 +0.006 +0.195 +0.056 -0.003 -0.021 +0.074 +0.094 +0.147 +0.199 -0.103 +0.076 +0.155 +0.131 -0.067 +0.055 +0.017 +0.018 +0.011 +0.009 +0.013 +0.103 +0.103 +0.090 +0.078 +0.721 +0.103 +1.000 +1.000 +0.817 +0.817 +0.870 +0.106 +0.106 +0.002 --- DataSetInfo : HcalPIDe: -0.104 +0.017 +0.002 +0.109 +0.089 -0.002 -0.035 +0.060 +0.076 +0.090 +0.095 -0.153 +0.007 +0.214 +0.125 -0.085 +0.039 +0.007 +0.008 -0.002 -0.004 -0.000 +0.112 +0.112 +0.096 +0.088 +0.807 +0.112 +0.817 +0.817 +1.000 +1.000 +0.738 +0.022 +0.022 +0.010 --- DataSetInfo : HcalPIDmu: -0.105 +0.017 +0.002 +0.109 +0.089 -0.002 -0.035 +0.060 +0.076 +0.090 +0.095 -0.153 +0.007 +0.214 +0.125 -0.085 +0.039 +0.007 +0.008 -0.002 -0.004 -0.000 +0.112 +0.112 +0.097 +0.089 +0.807 +0.112 +0.817 +0.817 +1.000 +1.000 +0.738 +0.023 +0.022 +0.010 --- DataSetInfo : PrsPIDe: -0.101 +0.033 +0.005 +0.151 +0.070 -0.002 -0.023 +0.060 +0.073 +0.118 +0.148 -0.116 +0.039 +0.176 +0.147 -0.035 +0.076 +0.033 +0.033 +0.025 +0.024 +0.027 +0.105 +0.105 +0.087 +0.074 +0.717 +0.105 +0.870 +0.870 +0.738 +0.738 +1.000 +0.053 +0.053 +0.007 --- DataSetInfo : InAccBrem: -0.339 +0.091 +0.015 +0.627 -0.168 +0.000 +0.035 +0.335 +0.459 +0.279 +0.467 +0.420 +0.819 -0.324 +0.207 +0.202 +0.178 +0.256 +0.267 +0.275 +0.280 +0.286 +0.023 +0.023 +0.033 +0.034 -0.096 +0.023 +0.105 +0.106 +0.022 +0.023 +0.053 +1.000 +1.000 -0.069 --- DataSetInfo : BremPIDe: -0.339 +0.091 +0.015 +0.627 -0.168 +0.000 +0.035 +0.335 +0.459 +0.279 +0.467 +0.420 +0.819 -0.324 +0.206 +0.202 +0.177 +0.256 +0.267 +0.275 +0.280 +0.286 +0.023 +0.023 +0.033 +0.034 -0.096 +0.023 +0.105 +0.106 +0.022 +0.022 +0.053 +1.000 +1.000 -0.069 --- DataSetInfo : VeloCharge: +0.070 +0.068 +0.006 -0.102 +0.083 -0.003 -0.001 -0.077 -0.082 -0.028 -0.070 -0.018 -0.083 +0.063 +0.011 +0.043 +0.046 -0.005 -0.005 -0.009 -0.009 -0.008 -0.004 -0.004 +0.000 -0.004 +0.032 -0.004 +0.002 +0.002 +0.010 +0.010 +0.007 -0.069 -0.069 +1.000 --- DataSetInfo : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : Correlation matrix (Signal): --- DataSetInfo : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackLikelihood TrackGhostProbability TrackFitMatchChi2 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 --- DataSetInfo : TrackP: +1.000 +0.573 -0.021 -0.326 +0.148 -0.060 -0.053 -0.100 -0.132 -0.195 -0.343 -0.433 -0.359 +0.389 -0.058 +0.152 +0.236 -0.074 -0.082 -0.084 -0.113 -0.117 -0.095 -0.095 -0.087 -0.092 -0.018 -0.095 -0.244 -0.244 -0.217 -0.217 -0.205 -0.348 -0.347 +0.122 --- DataSetInfo : TrackPt: +0.573 +1.000 -0.033 +0.018 +0.046 -0.132 -0.060 +0.022 -0.000 +0.010 +0.019 -0.114 +0.124 +0.186 +0.062 +0.292 +0.402 +0.051 +0.046 +0.075 +0.039 +0.047 -0.090 -0.090 -0.067 -0.081 +0.081 -0.090 +0.010 +0.010 +0.000 -0.000 +0.018 +0.108 +0.108 +0.120 --- DataSetInfo : TrackChi2PerDof: -0.021 -0.033 +1.000 -0.022 -0.568 +0.001 +0.662 +0.274 +0.011 +0.468 -0.024 +0.033 +0.015 -0.027 -0.000 -0.005 -0.012 -0.001 -0.000 -0.005 -0.001 -0.001 +0.039 +0.039 +0.043 +0.027 -0.003 +0.039 +0.002 +0.002 +0.006 +0.006 +0.001 +0.015 +0.015 +0.006 --- DataSetInfo : TrackNumDof: -0.326 +0.018 -0.022 +1.000 -0.054 -0.007 -0.015 +0.516 +0.722 +0.495 +0.814 +0.223 +0.636 -0.156 +0.122 +0.040 +0.054 +0.143 +0.145 +0.163 +0.164 +0.170 +0.016 +0.016 +0.023 +0.014 +0.126 +0.016 +0.359 +0.359 +0.258 +0.259 +0.300 +0.661 +0.661 -0.113 --- DataSetInfo : TrackLikelihood: +0.148 +0.046 -0.568 -0.054 +1.000 -0.005 -0.467 -0.172 -0.059 -0.280 -0.060 -0.157 -0.185 +0.161 -0.019 +0.023 +0.037 -0.037 -0.042 -0.037 -0.045 -0.046 -0.033 -0.033 -0.041 -0.030 +0.067 -0.033 -0.030 -0.030 +0.005 +0.005 -0.015 -0.179 -0.179 +0.100 --- DataSetInfo : TrackGhostProbability: -0.060 -0.132 +0.001 -0.007 -0.005 +1.000 +0.007 -0.017 -0.011 -0.001 -0.002 +0.015 -0.003 -0.010 -0.000 -0.006 -0.008 +0.000 +0.000 +0.001 +0.002 +0.002 +0.006 +0.006 +0.005 +0.004 -0.001 +0.006 +0.001 +0.001 -0.000 -0.000 +0.002 -0.003 -0.003 -0.006 --- DataSetInfo : TrackFitMatchChi2: -0.053 -0.060 +0.662 -0.015 -0.467 +0.007 +1.000 +0.006 +0.009 +0.069 -0.011 +0.045 +0.029 -0.078 -0.006 -0.034 -0.044 +0.001 +0.003 -0.003 +0.002 +0.001 +0.041 +0.041 +0.052 +0.026 -0.037 +0.041 -0.011 -0.011 -0.018 -0.018 -0.012 +0.025 +0.025 -0.001 --- DataSetInfo : TrackFitVeloChi2: -0.100 +0.022 +0.274 +0.516 -0.172 -0.017 +0.006 +1.000 +0.699 +0.126 +0.173 +0.044 +0.334 +0.002 +0.087 +0.047 +0.056 +0.093 +0.092 +0.104 +0.103 +0.108 +0.023 +0.023 +0.021 +0.012 +0.052 +0.023 +0.122 +0.122 +0.109 +0.109 +0.098 +0.342 +0.342 -0.077 --- DataSetInfo : TrackFitVeloNDoF: -0.132 -0.000 +0.011 +0.722 -0.059 -0.011 +0.009 +0.699 +1.000 +0.150 +0.224 +0.020 +0.455 +0.011 +0.108 +0.032 +0.043 +0.123 +0.122 +0.139 +0.137 +0.142 +0.033 +0.033 +0.026 +0.016 +0.062 +0.033 +0.159 +0.159 +0.141 +0.141 +0.126 +0.466 +0.466 -0.085 --- DataSetInfo : TrackFitTChi2: -0.195 +0.010 +0.468 +0.495 -0.280 -0.001 +0.069 +0.126 +0.150 +1.000 +0.599 +0.169 +0.295 -0.111 +0.043 +0.014 +0.020 +0.052 +0.054 +0.059 +0.063 +0.065 +0.016 +0.016 +0.022 +0.019 +0.098 +0.016 +0.245 +0.246 +0.176 +0.176 +0.206 +0.321 +0.321 -0.040 --- DataSetInfo : TrackFitTNDoF: -0.343 +0.019 -0.024 +0.814 -0.060 -0.002 -0.011 +0.173 +0.224 +0.599 +1.000 +0.290 +0.484 -0.227 +0.065 +0.013 +0.028 +0.083 +0.087 +0.098 +0.102 +0.107 -0.009 -0.009 +0.009 +0.003 +0.122 -0.009 +0.384 +0.384 +0.258 +0.259 +0.319 +0.523 +0.523 -0.085 --- DataSetInfo : RichUsedAero: -0.433 -0.114 +0.033 +0.223 -0.157 +0.015 +0.045 +0.044 +0.020 +0.169 +0.290 +1.000 +0.373 -0.554 +0.117 +0.337 +0.372 +0.087 +0.099 +0.097 +0.126 +0.142 +0.049 +0.049 +0.062 +0.069 -0.162 +0.049 +0.009 +0.009 -0.032 -0.032 -0.011 +0.387 +0.387 -0.060 --- DataSetInfo : RichUsedR1Gas: -0.359 +0.124 +0.015 +0.636 -0.185 -0.003 +0.029 +0.334 +0.455 +0.295 +0.484 +0.373 +1.000 -0.264 +0.240 +0.210 +0.200 +0.272 +0.277 +0.296 +0.299 +0.306 +0.035 +0.035 +0.042 +0.040 +0.001 +0.035 +0.224 +0.224 +0.148 +0.148 +0.167 +0.818 +0.818 -0.094 --- DataSetInfo : RichUsedR2Gas: +0.389 +0.186 -0.027 -0.156 +0.161 -0.010 -0.078 +0.002 +0.011 -0.111 -0.227 -0.554 -0.264 +1.000 +0.172 +0.119 +0.024 +0.169 +0.158 +0.179 +0.153 +0.150 -0.025 -0.025 -0.042 -0.077 +0.298 -0.025 +0.095 +0.095 +0.141 +0.141 +0.123 -0.253 -0.253 +0.088 --- DataSetInfo : RichAbovePiThres: -0.058 +0.062 -0.000 +0.122 -0.019 -0.000 -0.006 +0.087 +0.108 +0.043 +0.065 +0.117 +0.240 +0.172 +1.000 +0.315 +0.164 +0.893 +0.893 +0.891 +0.892 +0.892 +0.003 +0.003 +0.001 -0.008 +0.183 +0.003 +0.133 +0.133 +0.120 +0.120 +0.158 +0.208 +0.208 +0.008 --- DataSetInfo : RichAboveKaThres: +0.152 +0.292 -0.005 +0.040 +0.023 -0.006 -0.034 +0.047 +0.032 +0.014 +0.013 +0.337 +0.210 +0.119 +0.315 +1.000 +0.520 +0.280 +0.281 +0.302 +0.294 +0.303 -0.073 -0.073 -0.061 -0.068 +0.003 -0.073 -0.067 -0.067 -0.086 -0.086 -0.036 +0.190 +0.190 +0.062 --- DataSetInfo : RichAbovePrThres: +0.236 +0.402 -0.012 +0.054 +0.037 -0.008 -0.044 +0.056 +0.043 +0.020 +0.028 +0.372 +0.200 +0.024 +0.164 +0.520 +1.000 +0.151 +0.146 +0.170 +0.150 +0.170 -0.013 -0.013 -0.008 -0.014 +0.085 -0.013 -0.003 -0.003 -0.029 -0.029 +0.016 +0.179 +0.179 +0.063 --- DataSetInfo : RichDLLe: -0.074 +0.051 -0.001 +0.143 -0.037 +0.000 +0.001 +0.093 +0.123 +0.052 +0.083 +0.087 +0.272 +0.169 +0.893 +0.280 +0.151 +1.000 +0.999 +0.995 +0.995 +0.994 -0.007 -0.007 -0.006 -0.017 +0.142 -0.007 +0.104 +0.105 +0.087 +0.087 +0.130 +0.225 +0.225 +0.001 --- DataSetInfo : RichDLLmu: -0.082 +0.046 -0.000 +0.145 -0.042 +0.000 +0.003 +0.092 +0.122 +0.054 +0.087 +0.099 +0.277 +0.158 +0.893 +0.281 +0.146 +0.999 +1.000 +0.995 +0.996 +0.995 -0.007 -0.007 -0.006 -0.016 +0.134 -0.007 +0.102 +0.102 +0.083 +0.083 +0.127 +0.231 +0.231 -0.001 --- DataSetInfo : RichDLLk: -0.084 +0.075 -0.005 +0.163 -0.037 +0.001 -0.003 +0.104 +0.139 +0.059 +0.098 +0.097 +0.296 +0.179 +0.891 +0.302 +0.170 +0.995 +0.995 +1.000 +0.997 +0.997 -0.012 -0.012 -0.010 -0.022 +0.148 -0.012 +0.115 +0.115 +0.096 +0.096 +0.140 +0.252 +0.252 +0.002 --- DataSetInfo : RichDLLp: -0.113 +0.039 -0.001 +0.164 -0.045 +0.002 +0.002 +0.103 +0.137 +0.063 +0.102 +0.126 +0.299 +0.153 +0.892 +0.294 +0.150 +0.995 +0.996 +0.997 +1.000 +0.999 -0.006 -0.006 -0.005 -0.015 +0.137 -0.006 +0.113 +0.113 +0.094 +0.093 +0.136 +0.257 +0.257 -0.003 --- DataSetInfo : RichDLLbt: -0.117 +0.047 -0.001 +0.170 -0.046 +0.002 +0.001 +0.108 +0.142 +0.065 +0.107 +0.142 +0.306 +0.150 +0.892 +0.303 +0.170 +0.994 +0.995 +0.997 +0.999 +1.000 -0.005 -0.005 -0.004 -0.015 +0.141 -0.005 +0.116 +0.117 +0.098 +0.098 +0.140 +0.267 +0.267 -0.003 --- DataSetInfo : MuonBkgLL: -0.095 -0.090 +0.039 +0.016 -0.033 +0.006 +0.041 +0.023 +0.033 +0.016 -0.009 +0.049 +0.035 -0.025 +0.003 -0.073 -0.013 -0.007 -0.007 -0.012 -0.006 -0.005 +1.000 +1.000 +0.746 +0.643 +0.112 +1.000 +0.065 +0.065 +0.064 +0.065 +0.072 +0.033 +0.033 -0.026 --- DataSetInfo : MuonMuLL: -0.095 -0.090 +0.039 +0.016 -0.033 +0.006 +0.041 +0.023 +0.033 +0.016 -0.009 +0.049 +0.035 -0.025 +0.003 -0.073 -0.013 -0.007 -0.007 -0.012 -0.006 -0.005 +1.000 +1.000 +0.746 +0.642 +0.112 +1.000 +0.065 +0.065 +0.064 +0.065 +0.072 +0.033 +0.033 -0.026 --- DataSetInfo : MuonIsMuon: -0.087 -0.067 +0.043 +0.023 -0.041 +0.005 +0.052 +0.021 +0.026 +0.022 +0.009 +0.062 +0.042 -0.042 +0.001 -0.061 -0.008 -0.006 -0.006 -0.010 -0.005 -0.004 +0.746 +0.746 +1.000 +0.486 +0.084 +0.746 +0.063 +0.063 +0.064 +0.064 +0.063 +0.042 +0.042 -0.023 --- DataSetInfo : MuonNShared: -0.092 -0.081 +0.027 +0.014 -0.030 +0.004 +0.026 +0.012 +0.016 +0.019 +0.003 +0.069 +0.040 -0.077 -0.008 -0.068 -0.014 -0.017 -0.016 -0.022 -0.015 -0.015 +0.643 +0.642 +0.486 +1.000 +0.072 +0.642 +0.058 +0.058 +0.061 +0.061 +0.057 +0.041 +0.041 -0.026 --- DataSetInfo : InAccMuon: -0.018 +0.081 -0.003 +0.126 +0.067 -0.001 -0.037 +0.052 +0.062 +0.098 +0.122 -0.162 +0.001 +0.298 +0.183 +0.003 +0.085 +0.142 +0.134 +0.148 +0.137 +0.141 +0.112 +0.112 +0.084 +0.072 +1.000 +0.112 +0.677 +0.677 +0.710 +0.710 +0.707 +0.014 +0.013 +0.011 --- DataSetInfo : MuonIsLooseMuon: -0.095 -0.090 +0.039 +0.016 -0.033 +0.006 +0.041 +0.023 +0.033 +0.016 -0.009 +0.049 +0.035 -0.025 +0.003 -0.073 -0.013 -0.007 -0.007 -0.012 -0.006 -0.005 +1.000 +1.000 +0.746 +0.642 +0.112 +1.000 +0.065 +0.065 +0.064 +0.065 +0.072 +0.033 +0.033 -0.026 --- DataSetInfo : EcalPIDe: -0.244 +0.010 +0.002 +0.359 -0.030 +0.001 -0.011 +0.122 +0.159 +0.245 +0.384 +0.009 +0.224 +0.095 +0.133 -0.067 -0.003 +0.104 +0.102 +0.115 +0.113 +0.116 +0.065 +0.065 +0.063 +0.058 +0.677 +0.065 +1.000 +1.000 +0.816 +0.816 +0.846 +0.274 +0.274 -0.036 --- DataSetInfo : EcalPIDmu: -0.244 +0.010 +0.002 +0.359 -0.030 +0.001 -0.011 +0.122 +0.159 +0.246 +0.384 +0.009 +0.224 +0.095 +0.133 -0.067 -0.003 +0.105 +0.102 +0.115 +0.113 +0.117 +0.065 +0.065 +0.063 +0.058 +0.677 +0.065 +1.000 +1.000 +0.816 +0.816 +0.846 +0.275 +0.274 -0.036 --- DataSetInfo : HcalPIDe: -0.217 +0.000 +0.006 +0.258 +0.005 -0.000 -0.018 +0.109 +0.141 +0.176 +0.258 -0.032 +0.148 +0.141 +0.120 -0.086 -0.029 +0.087 +0.083 +0.096 +0.094 +0.098 +0.064 +0.064 +0.064 +0.061 +0.710 +0.064 +0.816 +0.816 +1.000 +1.000 +0.724 +0.174 +0.174 -0.028 --- DataSetInfo : HcalPIDmu: -0.217 -0.000 +0.006 +0.259 +0.005 -0.000 -0.018 +0.109 +0.141 +0.176 +0.259 -0.032 +0.148 +0.141 +0.120 -0.086 -0.029 +0.087 +0.083 +0.096 +0.093 +0.098 +0.065 +0.065 +0.064 +0.061 +0.710 +0.065 +0.816 +0.816 +1.000 +1.000 +0.724 +0.174 +0.174 -0.028 --- DataSetInfo : PrsPIDe: -0.205 +0.018 +0.001 +0.300 -0.015 +0.002 -0.012 +0.098 +0.126 +0.206 +0.319 -0.011 +0.167 +0.123 +0.158 -0.036 +0.016 +0.130 +0.127 +0.140 +0.136 +0.140 +0.072 +0.072 +0.063 +0.057 +0.707 +0.072 +0.846 +0.846 +0.724 +0.724 +1.000 +0.195 +0.195 -0.027 --- DataSetInfo : InAccBrem: -0.348 +0.108 +0.015 +0.661 -0.179 -0.003 +0.025 +0.342 +0.466 +0.321 +0.523 +0.387 +0.818 -0.253 +0.208 +0.190 +0.179 +0.225 +0.231 +0.252 +0.257 +0.267 +0.033 +0.033 +0.042 +0.041 +0.014 +0.033 +0.274 +0.275 +0.174 +0.174 +0.195 +1.000 +1.000 -0.082 --- DataSetInfo : BremPIDe: -0.347 +0.108 +0.015 +0.661 -0.179 -0.003 +0.025 +0.342 +0.466 +0.321 +0.523 +0.387 +0.818 -0.253 +0.208 +0.190 +0.179 +0.225 +0.231 +0.252 +0.257 +0.267 +0.033 +0.033 +0.042 +0.041 +0.013 +0.033 +0.274 +0.274 +0.174 +0.174 +0.195 +1.000 +1.000 -0.082 --- DataSetInfo : VeloCharge: +0.122 +0.120 +0.006 -0.113 +0.100 -0.006 -0.001 -0.077 -0.085 -0.040 -0.085 -0.060 -0.094 +0.088 +0.008 +0.062 +0.063 +0.001 -0.001 +0.002 -0.003 -0.003 -0.026 -0.026 -0.023 -0.026 +0.011 -0.026 -0.036 -0.036 -0.028 -0.028 -0.027 -0.082 -0.082 +1.000 --- DataSetInfo : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetFactory : --- Factory : --- Factory : current transformation string: 'I' --- Factory : Create Transformation "I" with events from all classes. --- Id : Transformation, Variable selection : --- Id : Input : variable 'TrackP' (index=0). <---> Output : variable 'TrackP' (index=0). --- Id : Input : variable 'TrackPt' (index=1). <---> Output : variable 'TrackPt' (index=1). --- Id : Input : variable 'TrackChi2PerDof' (index=2). <---> Output : variable 'TrackChi2PerDof' (index=2). --- Id : Input : variable 'TrackNumDof' (index=3). <---> Output : variable 'TrackNumDof' (index=3). --- Id : Input : variable 'TrackLikelihood' (index=4). <---> Output : variable 'TrackLikelihood' (index=4). --- Id : Input : variable 'TrackGhostProbability' (index=5). <---> Output : variable 'TrackGhostProbability' (index=5). --- Id : Input : variable 'TrackFitMatchChi2' (index=6). <---> Output : variable 'TrackFitMatchChi2' (index=6). --- Id : Input : variable 'TrackFitVeloChi2' (index=7). <---> Output : variable 'TrackFitVeloChi2' (index=7). --- Id : Input : variable 'TrackFitVeloNDoF' (index=8). <---> Output : variable 'TrackFitVeloNDoF' (index=8). --- Id : Input : variable 'TrackFitTChi2' (index=9). <---> Output : variable 'TrackFitTChi2' (index=9). --- Id : Input : variable 'TrackFitTNDoF' (index=10). <---> Output : variable 'TrackFitTNDoF' (index=10). --- Id : Input : variable 'RichUsedAero' (index=11). <---> Output : variable 'RichUsedAero' (index=11). --- Id : Input : variable 'RichUsedR1Gas' (index=12). <---> Output : variable 'RichUsedR1Gas' (index=12). --- Id : Input : variable 'RichUsedR2Gas' (index=13). <---> Output : variable 'RichUsedR2Gas' (index=13). --- Id : Input : variable 'RichAbovePiThres' (index=14). <---> Output : variable 'RichAbovePiThres' (index=14). --- Id : Input : variable 'RichAboveKaThres' (index=15). <---> Output : variable 'RichAboveKaThres' (index=15). --- Id : Input : variable 'RichAbovePrThres' (index=16). <---> Output : variable 'RichAbovePrThres' (index=16). --- Id : Input : variable 'RichDLLe' (index=17). <---> Output : variable 'RichDLLe' (index=17). --- Id : Input : variable 'RichDLLmu' (index=18). <---> Output : variable 'RichDLLmu' (index=18). --- Id : Input : variable 'RichDLLk' (index=19). <---> Output : variable 'RichDLLk' (index=19). --- Id : Input : variable 'RichDLLp' (index=20). <---> Output : variable 'RichDLLp' (index=20). --- Id : Input : variable 'RichDLLbt' (index=21). <---> Output : variable 'RichDLLbt' (index=21). --- Id : Input : variable 'MuonBkgLL' (index=22). <---> Output : variable 'MuonBkgLL' (index=22). --- Id : Input : variable 'MuonMuLL' (index=23). <---> Output : variable 'MuonMuLL' (index=23). --- Id : Input : variable 'MuonIsMuon' (index=24). <---> Output : variable 'MuonIsMuon' (index=24). --- Id : Input : variable 'MuonNShared' (index=25). <---> Output : variable 'MuonNShared' (index=25). --- Id : Input : variable 'InAccMuon' (index=26). <---> Output : variable 'InAccMuon' (index=26). --- Id : Input : variable 'MuonIsLooseMuon' (index=27). <---> Output : variable 'MuonIsLooseMuon' (index=27). --- Id : Input : variable 'EcalPIDe' (index=28). <---> Output : variable 'EcalPIDe' (index=28). --- Id : Input : variable 'EcalPIDmu' (index=29). <---> Output : variable 'EcalPIDmu' (index=29). --- Id : Input : variable 'HcalPIDe' (index=30). <---> Output : variable 'HcalPIDe' (index=30). --- Id : Input : variable 'HcalPIDmu' (index=31). <---> Output : variable 'HcalPIDmu' (index=31). --- Id : Input : variable 'PrsPIDe' (index=32). <---> Output : variable 'PrsPIDe' (index=32). --- Id : Input : variable 'InAccBrem' (index=33). <---> Output : variable 'InAccBrem' (index=33). --- Id : Input : variable 'BremPIDe' (index=34). <---> Output : variable 'BremPIDe' (index=34). --- Id : Input : variable 'VeloCharge' (index=35). <---> Output : variable 'VeloCharge' (index=35). --- Id : Preparing the Identity transformation... --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Variable Mean RMS [ Min Max ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : TrackP: 13247. 17566. [ 1160.2 1.4403e+06 ] --- TFHandler_Factory : TrackPt: 701.37 734.31 [ 3.6870 40173. ] --- TFHandler_Factory : TrackChi2PerDof: 1.1918 0.40096 [ 0.15845 3.0000 ] --- TFHandler_Factory : TrackNumDof: 30.721 6.4849 [ 7.0000 54.000 ] --- TFHandler_Factory : TrackLikelihood: -7.6410 5.7560 [ -87.965 0.20315 ] --- TFHandler_Factory : TrackGhostProbability: -0.23763 16.565 [ -999.00 1.0000 ] --- TFHandler_Factory : TrackFitMatchChi2: 7.3983 7.5339 [ 0.011563 99.918 ] --- TFHandler_Factory : TrackFitVeloChi2: 8.5661 5.8928 [ 6.3596e-05 85.701 ] --- TFHandler_Factory : TrackFitVeloNDoF: 7.0864 3.4615 [ 1.0000 26.000 ] --- TFHandler_Factory : TrackFitTChi2: 16.550 8.0144 [ 0.00056718 100.10 ] --- TFHandler_Factory : TrackFitTNDoF: 15.026 4.1869 [ 1.0000 31.000 ] --- TFHandler_Factory : RichUsedAero: 0.44444 0.49690 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichUsedR1Gas: 0.83762 0.36880 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichUsedR2Gas: 0.50816 0.49993 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAbovePiThres: 0.96737 0.17766 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAboveKaThres: 0.74556 0.43555 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAbovePrThres: 0.45859 0.49828 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichDLLe: -31.626 143.46 [ -999.00 121.60 ] --- TFHandler_Factory : RichDLLmu: -25.656 144.03 [ -999.00 80.327 ] --- TFHandler_Factory : RichDLLk: -25.023 144.71 [ -999.00 113.83 ] --- TFHandler_Factory : RichDLLp: -23.317 144.93 [ -999.00 102.86 ] --- TFHandler_Factory : RichDLLbt: -21.099 145.25 [ -999.00 64.748 ] --- TFHandler_Factory : MuonBkgLL: -897.30 301.86 [ -999.00 0.026800 ] --- TFHandler_Factory : MuonMuLL: -897.19 302.19 [ -999.00 0.0000 ] --- TFHandler_Factory : MuonIsMuon: 0.064287 0.24526 [ 0.0000 1.0000 ] --- TFHandler_Factory : MuonNShared: 0.44750 2.0800 [ 0.0000 119.00 ] --- TFHandler_Factory : InAccMuon: 0.83847 0.36802 [ 0.0000 1.0000 ] --- TFHandler_Factory : MuonIsLooseMuon: 0.10194 0.30258 [ 0.0000 1.0000 ] --- TFHandler_Factory : EcalPIDe: -171.89 374.97 [ -999.00 4.3413 ] --- TFHandler_Factory : EcalPIDmu: -171.20 375.29 [ -999.00 2.1530 ] --- TFHandler_Factory : HcalPIDe: -216.48 410.70 [ -999.00 3.1280 ] --- TFHandler_Factory : HcalPIDmu: -216.46 410.71 [ -999.00 2.8734 ] --- TFHandler_Factory : PrsPIDe: -137.18 341.05 [ -999.00 3.4631 ] --- TFHandler_Factory : InAccBrem: 0.80079 0.39941 [ 0.0000 1.0000 ] --- TFHandler_Factory : BremPIDe: -199.37 398.83 [ -999.00 4.7915 ] --- TFHandler_Factory : VeloCharge: 0.92337 0.098264 [ 0.52434 3.3333 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Id --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 36 input variables and 0 target values would require 630 two-dimensional --- TFHandler_Factory : | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Factory : | suppression does not have any consequences for your analysis, other --- TFHandler_Factory : | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Factory : | number of input variables allowed to generate scatter plots in your --- TFHandler_Factory : | script via the command line: --- TFHandler_Factory : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Factory : --- TFHandler_Factory : Some more output --- TFHandler_Factory : --- TFHandler_Factory : Ranking input variables (method unspecific)... --- IdTransformation : Ranking result (top variable is best ranked) --- IdTransformation : ---------------------------------------------- --- IdTransformation : Rank : Variable : Separation --- IdTransformation : ---------------------------------------------- --- IdTransformation : 1 : RichDLLk : 3.235e-01 --- IdTransformation : 2 : RichDLLbt : 2.457e-01 --- IdTransformation : 3 : RichDLLp : 1.711e-01 --- IdTransformation : 4 : RichDLLmu : 7.314e-02 --- IdTransformation : 5 : RichDLLe : 6.411e-02 --- IdTransformation : 6 : TrackPt : 5.143e-02 --- IdTransformation : 7 : TrackP : 3.026e-02 --- IdTransformation : 8 : RichAbovePrThres : 2.190e-02 --- IdTransformation : 9 : RichAboveKaThres : 1.757e-02 --- IdTransformation : 10 : RichUsedR2Gas : 1.423e-02 --- IdTransformation : 11 : VeloCharge : 5.412e-03 --- IdTransformation : 12 : InAccMuon : 4.789e-03 --- IdTransformation : 13 : TrackFitTNDoF : 3.069e-03 --- IdTransformation : 14 : MuonMuLL : 2.824e-03 --- IdTransformation : 15 : RichAbovePiThres : 2.519e-03 --- IdTransformation : 16 : TrackFitMatchChi2 : 2.197e-03 --- IdTransformation : 17 : EcalPIDmu : 1.642e-03 --- IdTransformation : 18 : TrackLikelihood : 1.536e-03 --- IdTransformation : 19 : MuonIsMuon : 1.317e-03 --- IdTransformation : 20 : MuonNShared : 1.290e-03 --- IdTransformation : 21 : MuonBkgLL : 1.237e-03 --- IdTransformation : 22 : TrackChi2PerDof : 1.127e-03 --- IdTransformation : 23 : MuonIsLooseMuon : 1.037e-03 --- IdTransformation : 24 : TrackNumDof : 7.009e-04 --- IdTransformation : 25 : PrsPIDe : 7.006e-04 --- IdTransformation : 26 : HcalPIDmu : 6.459e-04 --- IdTransformation : 27 : HcalPIDe : 6.445e-04 --- IdTransformation : 28 : RichUsedAero : 6.308e-04 --- IdTransformation : 29 : EcalPIDe : 5.190e-04 --- IdTransformation : 30 : TrackFitTChi2 : 4.191e-04 --- IdTransformation : 31 : TrackFitVeloChi2 : 3.154e-04 --- IdTransformation : 32 : TrackFitVeloNDoF : 1.438e-04 --- IdTransformation : 33 : RichUsedR1Gas : 2.031e-05 --- IdTransformation : 34 : BremPIDe : 8.792e-06 --- IdTransformation : 35 : InAccBrem : 8.074e-06 --- IdTransformation : 36 : TrackGhostProbability : 2.849e-06 --- IdTransformation : ---------------------------------------------- --- Factory : --- Factory : Train all methods for Classification ... --- Factory : Train method: Kaon_Long_TMVA for Classification --- Kaon_Long_TMVA : --- Kaon_Long_TMVA : ================================================================ --- Kaon_Long_TMVA : H e l p f o r M V A m e t h o d [ Kaon_Long_TMVA ] : --- Kaon_Long_TMVA : --- Kaon_Long_TMVA : --- Short description: --- Kaon_Long_TMVA : --- Kaon_Long_TMVA : The MLP artificial neural network (ANN) is a traditional feed- --- Kaon_Long_TMVA : forward multilayer perceptron impementation. The MLP has a user- --- Kaon_Long_TMVA : defined hidden layer architecture, while the number of input (output) --- Kaon_Long_TMVA : nodes is determined by the input variables (output classes, i.e., --- Kaon_Long_TMVA : signal and one background). --- Kaon_Long_TMVA : --- Kaon_Long_TMVA : --- Performance optimisation: --- Kaon_Long_TMVA : --- Kaon_Long_TMVA : Neural networks are stable and performing for a large variety of --- Kaon_Long_TMVA : linear and non-linear classification problems. However, in contrast --- Kaon_Long_TMVA : to (e.g.) boosted decision trees, the user is advised to reduce the --- Kaon_Long_TMVA : number of input variables that have only little discrimination power. --- Kaon_Long_TMVA : --- Kaon_Long_TMVA : In the tests we have carried out so far, the MLP and ROOT networks --- Kaon_Long_TMVA : (TMlpANN, interfaced via TMVA) performed equally well, with however --- Kaon_Long_TMVA : a clear speed advantage for the MLP. The Clermont-Ferrand neural --- Kaon_Long_TMVA : net (CFMlpANN) exhibited worse classification performance in these --- Kaon_Long_TMVA : tests, which is partly due to the slow convergence of its training --- Kaon_Long_TMVA : (at least 10k training cycles are required to achieve approximately --- Kaon_Long_TMVA : competitive results). --- Kaon_Long_TMVA : --- Kaon_Long_TMVA : Overtraining: only the TMlpANN performs an explicit separation of the --- Kaon_Long_TMVA : full training sample into independent training and validation samples. --- Kaon_Long_TMVA : We have found that in most high-energy physics applications the --- Kaon_Long_TMVA : avaliable degrees of freedom (training events) are sufficient to --- Kaon_Long_TMVA : constrain the weights of the relatively simple architectures required --- Kaon_Long_TMVA : to achieve good performance. Hence no overtraining should occur, and --- Kaon_Long_TMVA : the use of validation samples would only reduce the available training --- Kaon_Long_TMVA : information. However, if the perrormance on the training sample is --- Kaon_Long_TMVA : found to be significantly better than the one found with the inde- --- Kaon_Long_TMVA : pendent test sample, caution is needed. The results for these samples --- Kaon_Long_TMVA : are printed to standard output at the end of each training job. --- Kaon_Long_TMVA : --- Kaon_Long_TMVA : --- Performance tuning via configuration options: --- Kaon_Long_TMVA : --- Kaon_Long_TMVA : The hidden layer architecture for all ANNs is defined by the option --- Kaon_Long_TMVA : "HiddenLayers=N+1,N,...", where here the first hidden layer has N+1 --- Kaon_Long_TMVA : neurons and the second N neurons (and so on), and where N is the number --- Kaon_Long_TMVA : of input variables. Excessive numbers of hidden layers should be avoided, --- Kaon_Long_TMVA : in favour of more neurons in the first hidden layer. --- Kaon_Long_TMVA : --- Kaon_Long_TMVA : The number of cycles should be above 500. As said, if the number of --- Kaon_Long_TMVA : adjustable weights is small compared to the training sample size, --- Kaon_Long_TMVA : using a large number of training samples should not lead to overtraining. --- Kaon_Long_TMVA : --- Kaon_Long_TMVA : --- Kaon_Long_TMVA : ================================================================ --- Kaon_Long_TMVA : --- Norm : Preparing the transformation. --- TFHandler_Kaon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Kaon_Long_TMVA : Variable Mean RMS [ Min Max ] --- TFHandler_Kaon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Kaon_Long_TMVA : TrackP: -0.98320 0.024411 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackPt: -0.96526 0.036560 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackChi2PerDof: -0.27267 0.28221 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackNumDof: 0.0093897 0.27595 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackLikelihood: 0.82206 0.13057 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackGhostProbability: 0.99752 0.033130 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackFitMatchChi2: -0.85213 0.15082 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackFitVeloChi2: -0.80009 0.13752 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackFitVeloNDoF: -0.51309 0.27692 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackFitTChi2: -0.66932 0.16014 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackFitTNDoF: -0.064937 0.27913 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichUsedAero: -0.11113 0.99381 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichUsedR1Gas: 0.67525 0.73759 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichUsedR2Gas: 0.016328 0.99987 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichAbovePiThres: 0.93475 0.35531 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichAboveKaThres: 0.49112 0.87109 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichAbovePrThres: -0.082828 0.99656 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichDLLe: 0.72653 0.25604 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichDLLmu: 0.80361 0.26689 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichDLLk: 0.75045 0.26007 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichDLLp: 0.77098 0.26307 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichDLLbt: 0.83860 0.27308 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : MuonBkgLL: -0.79639 0.60431 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : MuonMuLL: -0.79617 0.60498 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : MuonIsMuon: -0.87143 0.49053 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : MuonNShared: -0.99248 0.034959 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : InAccMuon: 0.67694 0.73604 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : MuonIsLooseMuon: -0.79611 0.60515 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : EcalPIDe: 0.64871 0.74745 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : EcalPIDmu: 0.65370 0.74971 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : HcalPIDe: 0.56172 0.81966 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : HcalPIDmu: 0.56215 0.81989 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : PrsPIDe: 0.71941 0.68042 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : InAccBrem: 0.60157 0.79882 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : BremPIDe: 0.59322 0.79465 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : VeloCharge: -0.71590 0.069964 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- Kaon_Long_TMVA : Begin training --- Kaon_Long_TMVA : Training Network --- Kaon_Long_TMVA : Inaccurate progress timing for MLP... --- Kaon_Long_TMVA : End of training --- Kaon_Long_TMVA : Elapsed time for training with 1200000 events: 6.03e+04 sec --- Kaon_Long_TMVA : Create MVA output for classification on training sample --- Kaon_Long_TMVA : Evaluation of Kaon_Long_TMVA on training sample (1200000 events) --- Kaon_Long_TMVA : Elapsed time for evaluation of 1200000 events: 26.9 sec --- Kaon_Long_TMVA : Creating weight file in xml format: ./GlobalPID_Kaon_Long_TMVA.weights.xml --- Kaon_Long_TMVA : Creating standalone response class: ./GlobalPID_Kaon_Long_TMVA.class.C --- Kaon_Long_TMVA : Write special histos to file: Long-Kaon-TMVA.root:/Method_MLP/Kaon_Long_TMVA --- Factory : Training finished --- Factory : --- Factory : Ranking input variables (method specific)... --- Kaon_Long_TMVA : Ranking result (top variable is best ranked) --- Kaon_Long_TMVA : ---------------------------------------------- --- Kaon_Long_TMVA : Rank : Variable : Importance --- Kaon_Long_TMVA : ---------------------------------------------- --- Kaon_Long_TMVA : 1 : RichDLLk : 1.566e+04 --- Kaon_Long_TMVA : 2 : RichDLLp : 3.945e+03 --- Kaon_Long_TMVA : 3 : TrackPt : 1.927e+03 --- Kaon_Long_TMVA : 4 : RichDLLbt : 1.779e+03 --- Kaon_Long_TMVA : 5 : TrackGhostProbability : 1.410e+03 --- Kaon_Long_TMVA : 6 : RichDLLe : 1.221e+03 --- Kaon_Long_TMVA : 7 : RichAbovePiThres : 1.017e+03 --- Kaon_Long_TMVA : 8 : PrsPIDe : 4.370e+02 --- Kaon_Long_TMVA : 9 : RichDLLmu : 4.269e+02 --- Kaon_Long_TMVA : 10 : MuonNShared : 3.994e+02 --- Kaon_Long_TMVA : 11 : TrackP : 3.366e+02 --- Kaon_Long_TMVA : 12 : VeloCharge : 2.358e+02 --- Kaon_Long_TMVA : 13 : EcalPIDe : 2.276e+02 --- Kaon_Long_TMVA : 14 : MuonBkgLL : 2.072e+02 --- Kaon_Long_TMVA : 15 : MuonIsMuon : 2.065e+02 --- Kaon_Long_TMVA : 16 : MuonMuLL : 1.928e+02 --- Kaon_Long_TMVA : 17 : EcalPIDmu : 1.912e+02 --- Kaon_Long_TMVA : 18 : MuonIsLooseMuon : 1.807e+02 --- Kaon_Long_TMVA : 19 : HcalPIDmu : 1.165e+02 --- Kaon_Long_TMVA : 20 : RichUsedAero : 9.613e+01 --- Kaon_Long_TMVA : 21 : HcalPIDe : 9.159e+01 --- Kaon_Long_TMVA : 22 : RichAbovePrThres : 7.550e+01 --- Kaon_Long_TMVA : 23 : BremPIDe : 7.459e+01 --- Kaon_Long_TMVA : 24 : InAccMuon : 7.391e+01 --- Kaon_Long_TMVA : 25 : InAccBrem : 6.380e+01 --- Kaon_Long_TMVA : 26 : RichUsedR1Gas : 5.941e+01 --- Kaon_Long_TMVA : 27 : TrackLikelihood : 5.472e+01 --- Kaon_Long_TMVA : 28 : RichUsedR2Gas : 4.341e+01 --- Kaon_Long_TMVA : 29 : RichAboveKaThres : 3.905e+01 --- Kaon_Long_TMVA : 30 : TrackFitMatchChi2 : 3.544e+01 --- Kaon_Long_TMVA : 31 : TrackFitVeloChi2 : 1.830e+01 --- Kaon_Long_TMVA : 32 : TrackFitTChi2 : 1.418e+01 --- Kaon_Long_TMVA : 33 : TrackFitVeloNDoF : 1.227e+01 --- Kaon_Long_TMVA : 34 : TrackFitTNDoF : 6.943e+00 --- Kaon_Long_TMVA : 35 : TrackNumDof : 5.549e+00 --- Kaon_Long_TMVA : 36 : TrackChi2PerDof : 2.038e+00 --- Kaon_Long_TMVA : ---------------------------------------------- --- Factory : --- Factory : === Destroy and recreate all methods via weight files for testing === --- Factory : --- MethodBase : Reading weight file: ./GlobalPID_Kaon_Long_TMVA.weights.xml --- Kaon_Long_TMVA : Read method "Kaon_Long_TMVA" of type "MLP" --- Kaon_Long_TMVA : MVA method was trained with TMVA Version: 4.2.0 --- Kaon_Long_TMVA : MVA method was trained with ROOT Version: 5.34/18 --- Kaon_Long_TMVA : Building Network --- Kaon_Long_TMVA : Initializing weights 2014-06-14 12:30:07 | Starting Testing... --- Factory : Test all methods... --- Factory : Test method: Kaon_Long_TMVA for Classification performance --- Kaon_Long_TMVA : Evaluation of Kaon_Long_TMVA on testing sample (514715 events) --- Kaon_Long_TMVA : Elapsed time for evaluation of 514715 events: 11.7 sec 2014-06-14 12:30:18 | Starting Evaluation... --- Factory : Evaluate all methods... --- Factory : Evaluate classifier: Kaon_Long_TMVA --- TFHandler_Kaon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Kaon_Long_TMVA : Variable Mean RMS [ Min Max ] --- TFHandler_Kaon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Kaon_Long_TMVA : TrackP: -0.98319 0.024656 [ -1.0000 0.51679 ] --- TFHandler_Kaon_Long_TMVA : TrackPt: -0.96527 0.036559 [ -0.99979 0.64810 ] --- TFHandler_Kaon_Long_TMVA : TrackChi2PerDof: -0.27268 0.28202 [ -0.97905 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackNumDof: 0.0097302 0.27595 [ -1.0000 0.91489 ] --- TFHandler_Kaon_Long_TMVA : TrackLikelihood: 0.82205 0.13050 [ -1.0852 1.0014 ] --- TFHandler_Kaon_Long_TMVA : TrackGhostProbability: 0.99747 0.034668 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackFitMatchChi2: -0.85220 0.15073 [ -1.0001 1.0124 ] --- TFHandler_Kaon_Long_TMVA : TrackFitVeloChi2: -0.80001 0.13733 [ -1.0000 0.70726 ] --- TFHandler_Kaon_Long_TMVA : TrackFitVeloNDoF: -0.51315 0.27711 [ -1.0000 1.1600 ] --- TFHandler_Kaon_Long_TMVA : TrackFitTChi2: -0.66924 0.16001 [ -0.99998 0.77235 ] --- TFHandler_Kaon_Long_TMVA : TrackFitTNDoF: -0.064419 0.27889 [ -1.0000 0.93333 ] --- TFHandler_Kaon_Long_TMVA : RichUsedAero: -0.10920 0.99402 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichUsedR1Gas: 0.67530 0.73755 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichUsedR2Gas: 0.013174 0.99991 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichAbovePiThres: 0.93470 0.35544 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichAboveKaThres: 0.49218 0.87049 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichAbovePrThres: -0.082898 0.99656 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichDLLe: 0.72615 0.25727 [ -1.0000 0.98964 ] --- TFHandler_Kaon_Long_TMVA : RichDLLmu: 0.80322 0.26819 [ -1.0000 0.99726 ] --- TFHandler_Kaon_Long_TMVA : RichDLLk: 0.75010 0.26133 [ -1.0000 1.0070 ] --- TFHandler_Kaon_Long_TMVA : RichDLLp: 0.77064 0.26434 [ -1.0000 1.0094 ] --- TFHandler_Kaon_Long_TMVA : RichDLLbt: 0.83824 0.27441 [ -1.0000 1.0053 ] --- TFHandler_Kaon_Long_TMVA : MuonBkgLL: -0.79715 0.60331 [ -1.0000 0.99999 ] --- TFHandler_Kaon_Long_TMVA : MuonMuLL: -0.79693 0.60397 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : MuonIsMuon: -0.87213 0.48928 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : MuonNShared: -0.99250 0.034829 [ -1.0000 0.15966 ] --- TFHandler_Kaon_Long_TMVA : InAccMuon: 0.67586 0.73703 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : MuonIsLooseMuon: -0.79687 0.60415 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : EcalPIDe: 0.64789 0.74816 [ -1.0000 0.99943 ] --- TFHandler_Kaon_Long_TMVA : EcalPIDmu: 0.65289 0.75042 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : HcalPIDe: 0.56125 0.81999 [ -1.0000 0.99899 ] --- TFHandler_Kaon_Long_TMVA : HcalPIDmu: 0.56167 0.82021 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : PrsPIDe: 0.71865 0.68122 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : InAccBrem: 0.60255 0.79808 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : BremPIDe: 0.59419 0.79391 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : VeloCharge: -0.71589 0.069716 [ -0.97733 1.2433 ] --- TFHandler_Kaon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- Kaon_Long_TMVA : Loop over test events and fill histograms with classifier response... --- Factory : Write evaluation histograms to file --- TFHandler_Kaon_Long_TMVA : Plot event variables for Kaon_Long_TMVA --- TFHandler_Kaon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Kaon_Long_TMVA : Variable Mean RMS [ Min Max ] --- TFHandler_Kaon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Kaon_Long_TMVA : TrackP: -0.98319 0.024656 [ -1.0000 0.51679 ] --- TFHandler_Kaon_Long_TMVA : TrackPt: -0.96527 0.036559 [ -0.99979 0.64810 ] --- TFHandler_Kaon_Long_TMVA : TrackChi2PerDof: -0.27268 0.28202 [ -0.97905 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackNumDof: 0.0097302 0.27595 [ -1.0000 0.91489 ] --- TFHandler_Kaon_Long_TMVA : TrackLikelihood: 0.82205 0.13050 [ -1.0852 1.0014 ] --- TFHandler_Kaon_Long_TMVA : TrackGhostProbability: 0.99747 0.034668 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : TrackFitMatchChi2: -0.85220 0.15073 [ -1.0001 1.0124 ] --- TFHandler_Kaon_Long_TMVA : TrackFitVeloChi2: -0.80001 0.13733 [ -1.0000 0.70726 ] --- TFHandler_Kaon_Long_TMVA : TrackFitVeloNDoF: -0.51315 0.27711 [ -1.0000 1.1600 ] --- TFHandler_Kaon_Long_TMVA : TrackFitTChi2: -0.66924 0.16001 [ -0.99998 0.77235 ] --- TFHandler_Kaon_Long_TMVA : TrackFitTNDoF: -0.064419 0.27889 [ -1.0000 0.93333 ] --- TFHandler_Kaon_Long_TMVA : RichUsedAero: -0.10920 0.99402 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichUsedR1Gas: 0.67530 0.73755 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichUsedR2Gas: 0.013174 0.99991 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichAbovePiThres: 0.93470 0.35544 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichAboveKaThres: 0.49218 0.87049 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichAbovePrThres: -0.082898 0.99656 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : RichDLLe: 0.72615 0.25727 [ -1.0000 0.98964 ] --- TFHandler_Kaon_Long_TMVA : RichDLLmu: 0.80322 0.26819 [ -1.0000 0.99726 ] --- TFHandler_Kaon_Long_TMVA : RichDLLk: 0.75010 0.26133 [ -1.0000 1.0070 ] --- TFHandler_Kaon_Long_TMVA : RichDLLp: 0.77064 0.26434 [ -1.0000 1.0094 ] --- TFHandler_Kaon_Long_TMVA : RichDLLbt: 0.83824 0.27441 [ -1.0000 1.0053 ] --- TFHandler_Kaon_Long_TMVA : MuonBkgLL: -0.79715 0.60331 [ -1.0000 0.99999 ] --- TFHandler_Kaon_Long_TMVA : MuonMuLL: -0.79693 0.60397 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : MuonIsMuon: -0.87213 0.48928 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : MuonNShared: -0.99250 0.034829 [ -1.0000 0.15966 ] --- TFHandler_Kaon_Long_TMVA : InAccMuon: 0.67586 0.73703 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : MuonIsLooseMuon: -0.79687 0.60415 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : EcalPIDe: 0.64789 0.74816 [ -1.0000 0.99943 ] --- TFHandler_Kaon_Long_TMVA : EcalPIDmu: 0.65289 0.75042 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : HcalPIDe: 0.56125 0.81999 [ -1.0000 0.99899 ] --- TFHandler_Kaon_Long_TMVA : HcalPIDmu: 0.56167 0.82021 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : PrsPIDe: 0.71865 0.68122 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : InAccBrem: 0.60255 0.79808 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : BremPIDe: 0.59419 0.79391 [ -1.0000 1.0000 ] --- TFHandler_Kaon_Long_TMVA : VeloCharge: -0.71589 0.069716 [ -0.97733 1.2433 ] --- TFHandler_Kaon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Kaon_Long_TMVA : --- TFHandler_Kaon_Long_TMVA : Will not produce scatter plots ==> --- TFHandler_Kaon_Long_TMVA : | The number of 36 input variables and 0 target values would require 630 two-dimensional --- TFHandler_Kaon_Long_TMVA : | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Kaon_Long_TMVA : | suppression does not have any consequences for your analysis, other --- TFHandler_Kaon_Long_TMVA : | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Kaon_Long_TMVA : | number of input variables allowed to generate scatter plots in your --- TFHandler_Kaon_Long_TMVA : | script via the command line: --- TFHandler_Kaon_Long_TMVA : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Kaon_Long_TMVA : --- TFHandler_Kaon_Long_TMVA : Some more output --- Tools : zero variances for variables (0, 15) --- Tools : zero variances for variables (0, 36) --- Tools : zero variances for variables (3, 15) --- Tools : zero variances for variables (3, 36) --- Tools : zero variances for variables (12, 36) --- Tools : zero variances for variables (13, 15) --- Tools : zero variances for variables (13, 36) --- Tools : zero variances for variables (14, 36) --- Tools : zero variances for variables (15, 0) --- Tools : zero variances for variables (15, 3) --- Tools : zero variances for variables (15, 13) --- Tools : zero variances for variables (15, 16) --- Tools : zero variances for variables (15, 25) --- Tools : zero variances for variables (15, 27) --- Tools : zero variances for variables (15, 28) --- Tools : zero variances for variables (15, 36) --- Tools : zero variances for variables (16, 15) --- Tools : zero variances for variables (16, 36) --- Tools : zero variances for variables (17, 36) --- Tools : zero variances for variables (25, 15) --- Tools : zero variances for variables (25, 36) --- Tools : zero variances for variables (27, 15) --- Tools : zero variances for variables (27, 36) --- Tools : zero variances for variables (28, 15) --- Tools : zero variances for variables (28, 36) --- Tools : zero variances for variables (34, 36) --- Tools : zero variances for variables (36, 0) --- Tools : zero variances for variables (36, 3) --- Tools : zero variances for variables (36, 12) --- Tools : zero variances for variables (36, 13) --- Tools : zero variances for variables (36, 14) --- Tools : zero variances for variables (36, 15) --- Tools : zero variances for variables (36, 16) --- Tools : zero variances for variables (36, 17) --- Tools : zero variances for variables (36, 25) --- Tools : zero variances for variables (36, 27) --- Tools : zero variances for variables (36, 28) --- Tools : zero variances for variables (36, 34) --- Tools : zero variances for variables (0, 15) --- Tools : zero variances for variables (0, 36) --- Tools : zero variances for variables (15, 0) --- Tools : zero variances for variables (15, 36) --- Tools : zero variances for variables (25, 36) --- Tools : zero variances for variables (36, 0) --- Tools : zero variances for variables (36, 15) --- Tools : zero variances for variables (36, 25) --- Factory : Correlations between input variables and MVA response (signal): --- Factory : ------------------------------ --- Factory : Kaon_Long_TMVA --- Factory : TrackP: +0.213 --- Factory : TrackPt: +0.399 --- Factory : TrackChi2PerDof: -0.104 --- Factory : TrackNumDof: +0.061 --- Factory : TrackLikelihood: +0.157 --- Factory : TrackGhostProbability: +0.011 --- Factory : TrackFitMatchChi2: -0.141 --- Factory : TrackFitVeloChi2: +0.061 --- Factory : TrackFitVeloNDoF: +0.081 --- Factory : TrackFitTChi2: -0.009 --- Factory : TrackFitTNDoF: +0.018 --- Factory : RichUsedAero: -0.179 --- Factory : RichUsedR1Gas: +0.030 --- Factory : RichUsedR2Gas: +0.392 --- Factory : RichAbovePiThres: +0.000 --- Factory : RichAboveKaThres: +0.360 --- Factory : RichAbovePrThres: +0.385 --- Factory : RichDLLe: +0.156 --- Factory : RichDLLmu: +0.144 --- Factory : RichDLLk: +0.217 --- Factory : RichDLLp: +0.169 --- Factory : RichDLLbt: +0.178 --- Factory : MuonBkgLL: -0.090 --- Factory : MuonMuLL: -0.090 --- Factory : MuonIsMuon: -0.080 --- Factory : MuonNShared: -0.105 --- Factory : InAccMuon: +0.227 --- Factory : MuonIsLooseMuon: -0.090 --- Factory : EcalPIDe: +0.113 --- Factory : EcalPIDmu: +0.113 --- Factory : HcalPIDe: +0.116 --- Factory : HcalPIDmu: +0.116 --- Factory : PrsPIDe: +0.134 --- Factory : InAccBrem: +0.057 --- Factory : BremPIDe: +0.057 --- Factory : VeloCharge: +0.000 --- Factory : ------------------------------ --- Factory : --- Factory : Correlations between input variables and MVA response (background): --- Factory : ------------------------------ --- Factory : Kaon_Long_TMVA --- Factory : TrackP: +0.063 --- Factory : TrackPt: +0.039 --- Factory : TrackChi2PerDof: +0.010 --- Factory : TrackNumDof: -0.045 --- Factory : TrackLikelihood: -0.009 --- Factory : TrackGhostProbability: -0.011 --- Factory : TrackFitMatchChi2: -0.009 --- Factory : TrackFitVeloChi2: -0.007 --- Factory : TrackFitVeloNDoF: -0.021 --- Factory : TrackFitTChi2: -0.009 --- Factory : TrackFitTNDoF: -0.047 --- Factory : RichUsedAero: +0.032 --- Factory : RichUsedR1Gas: -0.008 --- Factory : RichUsedR2Gas: +0.002 --- Factory : RichAbovePiThres: +0.000 --- Factory : RichAboveKaThres: +0.034 --- Factory : RichAbovePrThres: +0.031 --- Factory : RichDLLe: +0.014 --- Factory : RichDLLmu: +0.001 --- Factory : RichDLLk: +0.040 --- Factory : RichDLLp: +0.035 --- Factory : RichDLLbt: +0.035 --- Factory : MuonBkgLL: -0.009 --- Factory : MuonMuLL: -0.009 --- Factory : MuonIsMuon: -0.016 --- Factory : MuonNShared: +0.004 --- Factory : InAccMuon: +0.004 --- Factory : MuonIsLooseMuon: -0.009 --- Factory : EcalPIDe: -0.015 --- Factory : EcalPIDmu: -0.015 --- Factory : HcalPIDe: -0.010 --- Factory : HcalPIDmu: -0.010 --- Factory : PrsPIDe: -0.015 --- Factory : InAccBrem: -0.018 --- Factory : BremPIDe: -0.018 --- Factory : VeloCharge: +0.000 --- Factory : ------------------------------ --- Factory : --- Factory : The following "overlap" matrices contain the fraction of events for which --- Factory : the MVAs 'i' and 'j' have returned conform answers about "signal-likeness" --- Factory : An event is signal-like, if its MVA output exceeds the following value: --- Factory : ------------------------------- --- Factory : Method: Cut value: --- Factory : ------------------------------- --- Factory : Kaon_Long_TMVA: +0.109 --- Factory : ------------------------------- --- Factory : which correspond to the working point: eff(signal) = 1 - eff(background) --- Factory : --- Factory : Evaluation results ranked by best signal efficiency and purity (area) --- Factory : -------------------------------------------------------------------------------- --- Factory : MVA Signal efficiency at bkg eff.(error): | Sepa- Signifi- --- Factory : Method: @B=0.01 @B=0.10 @B=0.30 ROC-integ. | ration: cance: --- Factory : -------------------------------------------------------------------------------- --- Factory : Kaon_Long_TMVA : 0.348(01) 0.740(01) 0.908(01) 0.912 | 0.526 1.201 --- Factory : -------------------------------------------------------------------------------- --- Factory : --- Factory : Testing efficiency compared to training efficiency (overtraining check) --- Factory : -------------------------------------------------------------------------------- --- Factory : MVA Signal efficiency: from test sample (from training sample) --- Factory : Method: @B=0.01 @B=0.10 @B=0.30 --- Factory : -------------------------------------------------------------------------------- --- Factory : Kaon_Long_TMVA : 0.348 (0.348) 0.740 (0.740) 0.908 (0.908) --- Factory : -------------------------------------------------------------------------------- --- Factory : --- Dataset:Default : Created tree 'TestTree' with 514715 events --- Dataset:Default : Created tree 'TrainTree' with 1200000 events --- Factory : --- Factory : Thank you for using TMVA! --- Factory : For citation information, please visit: http://tmva.sf.net/citeTMVA.html 2014-06-14 12:36:14 | ... Complete :) 2014-06-14 12:36:14 | Finished... 2014-06-14 12:36:21 | Cache directory = '/lwork/jonesc/ANNPID-DataCache' 2014-06-14 12:36:21 | Network Config file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/GlobalPID_Kaon_Long_ANN.txt 2014-06-14 12:36:21 | Training parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/train-config.txt 2014-06-14 12:36:21 | Particle type = Kaon 2014-06-14 12:36:21 | Background types = All 2014-06-14 12:36:21 | Training Mix = NaturalMix 2014-06-14 12:36:21 | Track type = Long 2014-06-14 12:36:21 | Track PresSel = NoTrackPreSelection.txt 2014-06-14 12:36:21 | Network type = TMVA 2014-06-14 12:36:21 | Ghost treatment = NoGhosts Ghosts 2014-06-14 12:36:21 | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2014-06-14 12:36:21 | Reweighting = ReweightRICH2 2014-06-14 12:36:21 | Output file = GlobalPID_Kaon_Long_TMVA.weights.xml 2014-06-14 12:36:21 | Skipping input #TrackCloneDist 2014-06-14 12:36:21 | Skipping input #RichAboveElThres 2014-06-14 12:36:21 | Skipping input #RichAboveMuThres 2014-06-14 12:36:21 | Creating selection from 'NoTrackPreSelection.txt' 2014-06-14 12:36:21 | -> # very very loose. Essentially no cuts 2014-06-14 12:36:21 | -> TrackLikelihood > -100.0 2014-06-14 12:36:21 | -> TrackP > 0 2014-06-14 12:36:21 | -> TrackPt > 0 2014-06-14 12:36:21 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-14 12:36:21 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-14 12:36:21 | Training sample size = 1200000 2014-06-14 12:36:21 | Evaluation sample size = 10000000 2014-06-14 12:36:21 | Reading Parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/MVA.txt 2014-06-14 12:36:21 | -> NBTASK = CLA 2014-06-14 12:36:21 | -> NBMOM = 0.0 2014-06-14 12:36:21 | -> NBREG = ALL 2014-06-14 12:36:21 | -> TMVAVALIDATIONFRAC = 0.3 2014-06-14 12:36:21 | -> TMVATESTFRAC = 0.3 2014-06-14 12:36:21 | -> HiddenLayerScaleFactor = 1.4 2014-06-14 12:36:21 | -> TMVAMETHOD = MLP 2014-06-14 12:36:21 | -> TMVAUSEREGULATOR = false 2014-06-14 12:36:21 | -> TMVAMLPNCYCLES = 750 2014-06-14 12:36:21 | -> TMVAVARTRANSFORM = Norm 2014-06-14 12:36:21 | -> TMVAMLPNEURONTYPE = tanh 2014-06-14 12:36:21 | -> TMVAMLPMETHOD = BP 2014-06-14 12:36:21 | -> TMVAMLPESTIMATORTYPE = CE 2014-06-14 12:36:21 | -> TMVAMLPCONVIMPROVE = 1e-16 2014-06-14 12:36:21 | -> TMVAMLPCONVTEST = 15 2014-06-14 12:36:21 | -> TMVABDTBOOSTTYPE = AdaBoost 2014-06-14 12:36:21 | -> TMVABDTNTREES = 800 2014-06-14 12:36:21 | -> TMVABDTPRUNEMETHOD = CostComplexity 2014-06-14 12:36:21 | -> TMVABDTMAXTREEDEPTH = 3 2014-06-14 12:36:21 | Reading Parameters file = Eval.txt 2014-06-14 12:36:21 | -> EVALMODE = EvalWithPreSel 2014-06-14 12:36:21 | -> EVALDATA = Mixture 2014-06-14 12:36:21 | Node layer two scale = 1.4 2014-06-14 12:36:21 | Input layer has 37 nodes, hidden layer has 50 nodes 2014-06-14 12:36:21 | Input Data file = TrainingFiles-Mixture.txt 2014-06-14 12:36:21 | Using 4496 data files 2014-06-14 12:36:21 | Training Datafile Selection hash = 1183992426505638073 2014-06-14 12:36:21 | Using training file (1/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.75.root.1183992426505638073 2014-06-14 12:36:22 | -> Pre-selected 47643 entries from 47643 ( 100 % ) 2014-06-14 12:36:23 | -> Selected 31198 entries ( 65.4829 % ). Overall 31198 ( 2.59983 % ) of required 1200000 entries. 2014-06-14 12:36:23 | Using training file (2/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.32.root.1183992426505638073 2014-06-14 12:36:23 | -> Pre-selected 121411 entries from 121411 ( 100 % ) 2014-06-14 12:36:26 | -> Selected 74704 entries ( 61.5298 % ). Overall 105902 ( 8.82517 % ) of required 1200000 entries. 2014-06-14 12:36:26 | Using training file (3/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.65.root.1183992426505638073 2014-06-14 12:36:27 | -> Pre-selected 459028 entries from 459028 ( 100 % ) 2014-06-14 12:36:39 | -> Selected 278741 entries ( 60.7242 % ). Overall 384643 ( 32.0536 % ) of required 1200000 entries. 2014-06-14 12:36:39 | Using training file (4/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.11.root.1183992426505638073 2014-06-14 12:36:39 | -> Pre-selected 112541 entries from 112541 ( 100 % ) 2014-06-14 12:36:42 | -> Selected 69132 entries ( 61.4283 % ). Overall 453775 ( 37.8146 % ) of required 1200000 entries. 2014-06-14 12:36:42 | Using training file (5/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.32.root.1183992426505638073 2014-06-14 12:36:42 | -> Pre-selected 305774 entries from 305774 ( 100 % ) 2014-06-14 12:36:50 | -> Selected 195333 entries ( 63.8815 % ). Overall 649108 ( 54.0923 % ) of required 1200000 entries. 2014-06-14 12:36:50 | Using training file (6/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.148.root.1183992426505638073 2014-06-14 12:36:51 | -> Pre-selected 290109 entries from 290109 ( 100 % ) 2014-06-14 12:36:59 | -> Selected 182371 entries ( 62.8629 % ). Overall 831479 ( 69.2899 % ) of required 1200000 entries. 2014-06-14 12:36:59 | Using training file (7/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.32.root.1183992426505638073 2014-06-14 12:37:00 | -> Pre-selected 232194 entries from 232194 ( 100 % ) 2014-06-14 12:37:06 | -> Selected 145276 entries ( 62.5666 % ). Overall 976755 ( 81.3962 % ) of required 1200000 entries. 2014-06-14 12:37:06 | Using training file (8/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.26.root.1183992426505638073 2014-06-14 12:37:07 | -> Pre-selected 408657 entries from 408657 ( 100 % ) 2014-06-14 12:37:16 | -> Selected 223245 entries ( 54.6289 % ). Overall 1200000 ( 100 % ) of required 1200000 entries. 2014-06-14 12:37:16 | Considered 1919918 tracks for input to MVA training 2014-06-14 12:37:16 | Sel. Eff. = 62.5027% 2014-06-14 12:37:16 | Selected 1200000/0 tracks for input to MVA training/testing 2014-06-14 12:37:16 | Electron percentage = 0.462% 2014-06-14 12:37:16 | Muon percentage = 2.067% 2014-06-14 12:37:16 | Pion percentage = 79.4964% 2014-06-14 12:37:16 | Kaon percentage = 11.5829% 2014-06-14 12:37:16 | Unknown Particle type 411 2014-06-14 12:37:16 | percentage = 0.00025% 2014-06-14 12:37:16 | Unknown Particle type 521 2014-06-14 12:37:16 | percentage = 0.000166667% 2014-06-14 12:37:16 | Proton percentage = 6.36017% 2014-06-14 12:37:16 | Unknown Particle type 3112 2014-06-14 12:37:16 | percentage = 0.00516667% 2014-06-14 12:37:16 | Unknown Particle type 3222 2014-06-14 12:37:16 | percentage = 0.0236667% 2014-06-14 12:37:16 | Unknown Particle type 3312 2014-06-14 12:37:16 | percentage = 0.00225% 2014-06-14 12:37:16 | Created Plots directory Long-Kaon-evaluation.root:/TrainMixture/EvalMixture/EvalWithPreSel 2014-06-14 12:37:16 | Making plots for input TrackP 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.010 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.025 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.050 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.075 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.100 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.125 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.150 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.175 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.200 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.300 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.350 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.400 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.450 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.500 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.600 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.700 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.800 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.900 2014-06-14 12:37:16 | Creating ROOT directory MVAcut0.950 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-8.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-7.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-6.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-5.500 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-5.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-4.500 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-4.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-3.500 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-3.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-2.500 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-2.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-1.500 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-1.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut-0.500 2014-06-14 12:37:16 | Creating ROOT directory DLLcut0.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut0.500 2014-06-14 12:37:16 | Creating ROOT directory DLLcut1.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut1.500 2014-06-14 12:37:16 | Creating ROOT directory DLLcut2.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut2.500 2014-06-14 12:37:16 | Creating ROOT directory DLLcut3.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut3.500 2014-06-14 12:37:16 | Creating ROOT directory DLLcut4.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut4.500 2014-06-14 12:37:16 | Creating ROOT directory DLLcut5.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut5.500 2014-06-14 12:37:16 | Creating ROOT directory DLLcut6.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut7.000 2014-06-14 12:37:16 | Creating ROOT directory DLLcut8.000 2014-06-14 12:37:16 | Making plots for input TrackPt 2014-06-14 12:37:16 | Making plots for input TrackChi2PerDof 2014-06-14 12:37:16 | Making plots for input TrackNumDof 2014-06-14 12:37:16 | Making plots for input TrackLikelihood 2014-06-14 12:37:16 | Making plots for input TrackGhostProbability 2014-06-14 12:37:16 | Making plots for input TrackFitMatchChi2 2014-06-14 12:37:16 | Making plots for input TrackFitVeloChi2 2014-06-14 12:37:16 | Making plots for input TrackFitVeloNDoF 2014-06-14 12:37:16 | Making plots for input TrackFitTChi2 2014-06-14 12:37:16 | Making plots for input TrackFitTNDoF 2014-06-14 12:37:16 | Making plots for input RichUsedAero 2014-06-14 12:37:16 | Making plots for input RichUsedR1Gas 2014-06-14 12:37:16 | Making plots for input RichUsedR2Gas 2014-06-14 12:37:16 | Making plots for input RichAbovePiThres 2014-06-14 12:37:16 | Making plots for input RichAboveKaThres 2014-06-14 12:37:16 | Making plots for input RichAbovePrThres 2014-06-14 12:37:16 | Making plots for input RichDLLe 2014-06-14 12:37:16 | Making plots for input RichDLLmu 2014-06-14 12:37:16 | Making plots for input RichDLLk 2014-06-14 12:37:16 | Making plots for input RichDLLp 2014-06-14 12:37:16 | Making plots for input RichDLLbt 2014-06-14 12:37:16 | Making plots for input MuonBkgLL 2014-06-14 12:37:16 | Making plots for input MuonMuLL 2014-06-14 12:37:16 | Making plots for input MuonIsMuon 2014-06-14 12:37:16 | Making plots for input MuonNShared 2014-06-14 12:37:16 | Making plots for input InAccMuon 2014-06-14 12:37:16 | Making plots for input MuonIsLooseMuon 2014-06-14 12:37:16 | Making plots for input EcalPIDe 2014-06-14 12:37:16 | Making plots for input EcalPIDmu 2014-06-14 12:37:16 | Making plots for input HcalPIDe 2014-06-14 12:37:16 | Making plots for input HcalPIDmu 2014-06-14 12:37:16 | Making plots for input PrsPIDe 2014-06-14 12:37:16 | Making plots for input InAccBrem 2014-06-14 12:37:16 | Making plots for input BremPIDe 2014-06-14 12:37:16 | Making plots for input VeloCharge --- Reader : Booking "MLP" of type "MLP" from GlobalPID_Kaon_Long_TMVA.weights.xml. --- MethodBase : Reading weight file: GlobalPID_Kaon_Long_TMVA.weights.xml --- Kaon_Long_TMVA : Read method "Kaon_Long_TMVA" of type "MLP" --- Kaon_Long_TMVA : MVA method was trained with TMVA Version: 4.2.0 --- Kaon_Long_TMVA : MVA method was trained with ROOT Version: 5.34/18 --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 --- Kaon_Long_TMVA : Building Network --- Kaon_Long_TMVA : Initializing weights --- Reader : Booked classifier "Kaon_Long_TMVA" of type: "MLP" 2014-06-14 12:37:16 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-14 12:37:16 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-14 12:37:16 | Evaluation mode 'EvalWithPreSel' 2014-06-14 12:37:16 | Will apply all track pre-selections during evaluation 2014-06-14 12:37:16 | Evaluation Datafile Selection hash = 1183992426505638073 2014-06-14 12:37:16 | Using evaluation file (9/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.44.root.1183992426505638073 2014-06-14 12:37:17 | -> Pre-selected 111617 entries from 111617 ( 100 % ) 2014-06-14 12:37:59 | -> Selected 111617 entries ( 100 % ). Overall 111617 ( 1.11617 % ) of required 10000000 entries. 2014-06-14 12:37:59 | Using evaluation file (10/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.52.root.1183992426505638073 2014-06-14 12:37:59 | -> Pre-selected 238620 entries from 238620 ( 100 % ) 2014-06-14 12:39:22 | -> Selected 238620 entries ( 100 % ). Overall 350237 ( 3.50237 % ) of required 10000000 entries. 2014-06-14 12:39:22 | Using evaluation file (11/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.258.root.1183992426505638073 2014-06-14 12:39:23 | -> Pre-selected 481770 entries from 481770 ( 100 % ) 2014-06-14 12:41:54 | -> Selected 481770 entries ( 100 % ). Overall 832007 ( 8.32007 % ) of required 10000000 entries. 2014-06-14 12:41:54 | Using evaluation file (12/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.31.root.1183992426505638073 2014-06-14 12:41:54 | -> Pre-selected 416317 entries from 416317 ( 100 % ) 2014-06-14 12:44:04 | -> Selected 416317 entries ( 100 % ). Overall 1248324 ( 12.4832 % ) of required 10000000 entries. 2014-06-14 12:44:04 | Using evaluation file (13/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.139.root.1183992426505638073 2014-06-14 12:44:05 | -> Pre-selected 106411 entries from 106411 ( 100 % ) 2014-06-14 12:44:38 | -> Selected 106411 entries ( 100 % ). Overall 1354735 ( 13.5473 % ) of required 10000000 entries. 2014-06-14 12:44:38 | Using evaluation file (14/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.5.root.1183992426505638073 2014-06-14 12:44:38 | -> Pre-selected 283000 entries from 283000 ( 100 % ) 2014-06-14 12:46:06 | -> Selected 283000 entries ( 100 % ). Overall 1637735 ( 16.3773 % ) of required 10000000 entries. 2014-06-14 12:46:06 | Using evaluation file (15/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.143.root.1183992426505638073 2014-06-14 12:46:06 | -> Pre-selected 74114 entries from 74114 ( 100 % ) 2014-06-14 12:46:30 | -> Selected 74114 entries ( 100 % ). Overall 1711849 ( 17.1185 % ) of required 10000000 entries. 2014-06-14 12:46:30 | Using evaluation file (16/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.231.root.1183992426505638073 2014-06-14 12:46:30 | -> Pre-selected 475387 entries from 475387 ( 100 % ) 2014-06-14 12:49:32 | -> Selected 475387 entries ( 100 % ). Overall 2187236 ( 21.8724 % ) of required 10000000 entries. 2014-06-14 12:49:32 | Using evaluation file (17/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.61.root.1183992426505638073 2014-06-14 12:49:32 | -> Pre-selected 20128 entries from 20128 ( 100 % ) 2014-06-14 12:49:39 | -> Selected 20128 entries ( 100 % ). Overall 2207364 ( 22.0736 % ) of required 10000000 entries. 2014-06-14 12:49:39 | Using evaluation file (18/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.110.root.1183992426505638073 2014-06-14 12:49:39 | -> Pre-selected 95379 entries from 95379 ( 100 % ) 2014-06-14 12:50:16 | -> Selected 95379 entries ( 100 % ). Overall 2302743 ( 23.0274 % ) of required 10000000 entries. 2014-06-14 12:50:16 | Using evaluation file (19/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.69.root.1183992426505638073 2014-06-14 12:50:17 | -> Pre-selected 272126 entries from 272126 ( 100 % ) 2014-06-14 12:51:47 | -> Selected 272126 entries ( 100 % ). Overall 2574869 ( 25.7487 % ) of required 10000000 entries. 2014-06-14 12:51:47 | Using evaluation file (20/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.84.root.1183992426505638073 2014-06-14 12:51:48 | -> Pre-selected 227000 entries from 227000 ( 100 % ) 2014-06-14 12:53:05 | -> Selected 227000 entries ( 100 % ). Overall 2801869 ( 28.0187 % ) of required 10000000 entries. 2014-06-14 12:53:05 | Using evaluation file (21/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Zgee40GeV/ANNPID.16.root.1183992426505638073 2014-06-14 12:53:05 | -> Pre-selected 273653 entries from 273653 ( 100 % ) 2014-06-14 12:54:31 | -> Selected 273653 entries ( 100 % ). Overall 3075522 ( 30.7552 % ) of required 10000000 entries. 2014-06-14 12:54:31 | Using evaluation file (22/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.141.root.1183992426505638073 2014-06-14 12:54:31 | -> Pre-selected 97772 entries from 97772 ( 100 % ) 2014-06-14 12:55:00 | -> Selected 97772 entries ( 100 % ). Overall 3173294 ( 31.7329 % ) of required 10000000 entries. 2014-06-14 12:55:00 | Using evaluation file (23/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.24.root.1183992426505638073 2014-06-14 12:55:01 | -> Pre-selected 295527 entries from 295527 ( 100 % ) 2014-06-14 12:56:30 | -> Selected 295527 entries ( 100 % ). Overall 3468821 ( 34.6882 % ) of required 10000000 entries. 2014-06-14 12:56:30 | Using evaluation file (24/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.149.root.1183992426505638073 2014-06-14 12:56:30 | -> Pre-selected 125071 entries from 125071 ( 100 % ) 2014-06-14 12:57:07 | -> Selected 125071 entries ( 100 % ). Overall 3593892 ( 35.9389 % ) of required 10000000 entries. 2014-06-14 12:57:07 | Using evaluation file (25/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.39.root.1183992426505638073 2014-06-14 12:57:08 | -> Pre-selected 390234 entries from 390234 ( 100 % ) 2014-06-14 12:59:03 | -> Selected 390234 entries ( 100 % ). Overall 3984126 ( 39.8413 % ) of required 10000000 entries. 2014-06-14 12:59:03 | Using evaluation file (26/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.203.root.1183992426505638073 2014-06-14 12:59:04 | -> Pre-selected 288243 entries from 288243 ( 100 % ) 2014-06-14 13:00:29 | -> Selected 288243 entries ( 100 % ). Overall 4272369 ( 42.7237 % ) of required 10000000 entries. 2014-06-14 13:00:29 | Using evaluation file (27/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.56.root.1183992426505638073 2014-06-14 13:00:30 | -> Pre-selected 447532 entries from 447532 ( 100 % ) 2014-06-14 13:02:41 | -> Selected 447532 entries ( 100 % ). Overall 4719901 ( 47.199 % ) of required 10000000 entries. 2014-06-14 13:02:41 | Using evaluation file (28/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bs4mu/ANNPID.33.root.1183992426505638073 2014-06-14 13:02:42 | -> Pre-selected 199056 entries from 199056 ( 100 % ) 2014-06-14 13:03:40 | -> Selected 199056 entries ( 100 % ). Overall 4918957 ( 49.1896 % ) of required 10000000 entries. 2014-06-14 13:03:40 | Using evaluation file (29/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.3.root.1183992426505638073 2014-06-14 13:03:40 | -> Pre-selected 50638 entries from 50638 ( 100 % ) 2014-06-14 13:03:55 | -> Selected 50638 entries ( 100 % ). Overall 4969595 ( 49.696 % ) of required 10000000 entries. 2014-06-14 13:03:55 | Using evaluation file (30/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.30.root.1183992426505638073 2014-06-14 13:03:55 | -> Pre-selected 72838 entries from 72838 ( 100 % ) 2014-06-14 13:04:16 | -> Selected 72838 entries ( 100 % ). Overall 5042433 ( 50.4243 % ) of required 10000000 entries. 2014-06-14 13:04:16 | Using evaluation file (31/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.50.root.1183992426505638073 2014-06-14 13:04:16 | -> Pre-selected 115930 entries from 115930 ( 100 % ) 2014-06-14 13:04:51 | -> Selected 115930 entries ( 100 % ). Overall 5158363 ( 51.5836 % ) of required 10000000 entries. 2014-06-14 13:04:51 | Using evaluation file (32/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.33.root.1183992426505638073 2014-06-14 13:04:51 | -> Pre-selected 319319 entries from 319319 ( 100 % ) 2014-06-14 13:06:25 | -> Selected 319319 entries ( 100 % ). Overall 5477682 ( 54.7768 % ) of required 10000000 entries. 2014-06-14 13:06:25 | Using evaluation file (33/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.28.root.1183992426505638073 2014-06-14 13:06:26 | -> Pre-selected 51317 entries from 51317 ( 100 % ) 2014-06-14 13:06:41 | -> Selected 51317 entries ( 100 % ). Overall 5528999 ( 55.29 % ) of required 10000000 entries. 2014-06-14 13:06:41 | Using evaluation file (34/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.200.root.1183992426505638073 2014-06-14 13:06:41 | -> Pre-selected 116838 entries from 116838 ( 100 % ) 2014-06-14 13:07:20 | -> Selected 116838 entries ( 100 % ). Overall 5645837 ( 56.4584 % ) of required 10000000 entries. 2014-06-14 13:07:20 | Using evaluation file (35/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.126.root.1183992426505638073 2014-06-14 13:07:20 | -> Pre-selected 342965 entries from 342965 ( 100 % ) 2014-06-14 13:09:14 | -> Selected 342965 entries ( 100 % ). Overall 5988802 ( 59.888 % ) of required 10000000 entries. 2014-06-14 13:09:14 | Using evaluation file (36/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.13.root.1183992426505638073 2014-06-14 13:09:14 | -> Pre-selected 12712 entries from 12712 ( 100 % ) 2014-06-14 13:09:18 | -> Selected 12712 entries ( 100 % ). Overall 6001514 ( 60.0151 % ) of required 10000000 entries. 2014-06-14 13:09:18 | Using evaluation file (37/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.78.root.1183992426505638073 2014-06-14 13:09:19 | -> Pre-selected 55376 entries from 55376 ( 100 % ) 2014-06-14 13:09:37 | -> Selected 55376 entries ( 100 % ). Overall 6056890 ( 60.5689 % ) of required 10000000 entries. 2014-06-14 13:09:37 | Using evaluation file (38/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.261.root.1183992426505638073 2014-06-14 13:09:37 | -> Pre-selected 890 entries from 890 ( 100 % ) 2014-06-14 13:09:37 | -> Selected 890 entries ( 100 % ). Overall 6057780 ( 60.5778 % ) of required 10000000 entries. 2014-06-14 13:09:37 | Using evaluation file (39/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.153.root.1183992426505638073 2014-06-14 13:09:37 | -> Pre-selected 80213 entries from 80213 ( 100 % ) 2014-06-14 13:10:04 | -> Selected 80213 entries ( 100 % ). Overall 6137993 ( 61.3799 % ) of required 10000000 entries. 2014-06-14 13:10:04 | Using evaluation file (40/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.294.root.1183992426505638073 2014-06-14 13:10:04 | -> Pre-selected 319030 entries from 319030 ( 100 % ) 2014-06-14 13:11:47 | -> Selected 319030 entries ( 100 % ). Overall 6457023 ( 64.5702 % ) of required 10000000 entries. 2014-06-14 13:11:47 | Using evaluation file (41/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.172.root.1183992426505638073 2014-06-14 13:11:47 | -> Pre-selected 353478 entries from 353478 ( 100 % ) 2014-06-14 13:13:30 | -> Selected 353478 entries ( 100 % ). Overall 6810501 ( 68.105 % ) of required 10000000 entries. 2014-06-14 13:13:30 | Using evaluation file (42/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.56.root.1183992426505638073 2014-06-14 13:13:30 | -> Pre-selected 233319 entries from 233319 ( 100 % ) 2014-06-14 13:14:38 | -> Selected 233319 entries ( 100 % ). Overall 7043820 ( 70.4382 % ) of required 10000000 entries. 2014-06-14 13:14:38 | Using evaluation file (43/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.58.root.1183992426505638073 2014-06-14 13:14:38 | -> Pre-selected 61676 entries from 61676 ( 100 % ) 2014-06-14 13:14:56 | -> Selected 61676 entries ( 100 % ). Overall 7105496 ( 71.055 % ) of required 10000000 entries. 2014-06-14 13:14:56 | Using evaluation file (44/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.54.root.1183992426505638073 2014-06-14 13:14:56 | -> Pre-selected 301560 entries from 301560 ( 100 % ) 2014-06-14 13:16:24 | -> Selected 301560 entries ( 100 % ). Overall 7407056 ( 74.0706 % ) of required 10000000 entries. 2014-06-14 13:16:24 | Using evaluation file (45/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.43.root.1183992426505638073 2014-06-14 13:16:24 | -> Pre-selected 82511 entries from 82511 ( 100 % ) 2014-06-14 13:16:48 | -> Selected 82511 entries ( 100 % ). Overall 7489567 ( 74.8957 % ) of required 10000000 entries. 2014-06-14 13:16:48 | Using evaluation file (46/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaMuMu/ANNPID.36.root.1183992426505638073 2014-06-14 13:16:49 | -> Pre-selected 278944 entries from 278944 ( 100 % ) 2014-06-14 13:18:10 | -> Selected 278944 entries ( 100 % ). Overall 7768511 ( 77.6851 % ) of required 10000000 entries. 2014-06-14 13:18:10 | Using evaluation file (47/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.40.root.1183992426505638073 2014-06-14 13:18:10 | -> Pre-selected 426518 entries from 426518 ( 100 % ) 2014-06-14 13:20:14 | -> Selected 426518 entries ( 100 % ). Overall 8195029 ( 81.9503 % ) of required 10000000 entries. 2014-06-14 13:20:14 | Using evaluation file (48/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.2.root.1183992426505638073 2014-06-14 13:20:14 | -> Pre-selected 97914 entries from 97914 ( 100 % ) 2014-06-14 13:20:43 | -> Selected 97914 entries ( 100 % ). Overall 8292943 ( 82.9294 % ) of required 10000000 entries. 2014-06-14 13:20:43 | Using evaluation file (49/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.25.root.1183992426505638073 2014-06-14 13:20:43 | -> Pre-selected 258894 entries from 258894 ( 100 % ) 2014-06-14 13:22:00 | -> Selected 258894 entries ( 100 % ). Overall 8551837 ( 85.5184 % ) of required 10000000 entries. 2014-06-14 13:22:00 | Using evaluation file (50/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.289.root.1183992426505638073 2014-06-14 13:22:00 | -> Pre-selected 325126 entries from 325126 ( 100 % ) 2014-06-14 13:23:43 | -> Selected 325126 entries ( 100 % ). Overall 8876963 ( 88.7696 % ) of required 10000000 entries. 2014-06-14 13:23:43 | Using evaluation file (51/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.15.root.1183992426505638073 2014-06-14 13:23:44 | -> Pre-selected 103635 entries from 103635 ( 100 % ) 2014-06-14 13:24:19 | -> Selected 103635 entries ( 100 % ). Overall 8980598 ( 89.806 % ) of required 10000000 entries. 2014-06-14 13:24:19 | Using evaluation file (52/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.31.root.1183992426505638073 2014-06-14 13:24:19 | -> Pre-selected 104108 entries from 104108 ( 100 % ) 2014-06-14 13:24:54 | -> Selected 104108 entries ( 100 % ). Overall 9084706 ( 90.8471 % ) of required 10000000 entries. 2014-06-14 13:24:54 | Using evaluation file (53/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BsD0PhiKpi/ANNPID.9.root.1183992426505638073 2014-06-14 13:24:54 | -> Pre-selected 106157 entries from 106157 ( 100 % ) 2014-06-14 13:25:30 | -> Selected 106157 entries ( 100 % ). Overall 9190863 ( 91.9086 % ) of required 10000000 entries. 2014-06-14 13:25:30 | Using evaluation file (54/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.8.root.1183992426505638073 2014-06-14 13:25:30 | -> Pre-selected 25970 entries from 25970 ( 100 % ) 2014-06-14 13:25:39 | -> Selected 25970 entries ( 100 % ). Overall 9216833 ( 92.1683 % ) of required 10000000 entries. 2014-06-14 13:25:39 | Using evaluation file (55/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.12.root.1183992426505638073 2014-06-14 13:25:39 | -> Pre-selected 223516 entries from 223516 ( 100 % ) 2014-06-14 13:26:49 | -> Selected 223516 entries ( 100 % ). Overall 9440349 ( 94.4035 % ) of required 10000000 entries. 2014-06-14 13:26:49 | Using evaluation file (56/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.136.root.1183992426505638073 2014-06-14 13:26:49 | -> Pre-selected 8072 entries from 8072 ( 100 % ) 2014-06-14 13:26:52 | -> Selected 8072 entries ( 100 % ). Overall 9448421 ( 94.4842 % ) of required 10000000 entries. 2014-06-14 13:26:52 | Using evaluation file (57/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.165.root.1183992426505638073 2014-06-14 13:26:52 | -> Pre-selected 482141 entries from 482141 ( 100 % ) 2014-06-14 13:29:21 | -> Selected 482141 entries ( 100 % ). Overall 9930562 ( 99.3056 % ) of required 10000000 entries. 2014-06-14 13:29:21 | Using evaluation file (58/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.107.root.1183992426505638073 2014-06-14 13:29:22 | -> Pre-selected 392833 entries from 392833 ( 100 % ) 2014-06-14 13:29:48 | -> Selected 69438 entries ( 17.6762 % ). Overall 10000000 ( 100 % ) of required 10000000 entries. 2014-06-14 13:29:48 | Considered 10000000 tracks for input to MVA evaluation 2014-06-14 13:29:48 | Sel. Eff. = 100% 2014-06-14 13:29:48 | Selected 10000000 tracks for input to MVA evaluation 2014-06-14 13:29:48 | Ghost percentage = 37.377% 2014-06-14 13:29:48 | Electron percentage = 0.47192% 2014-06-14 13:29:48 | Muon percentage = 1.1241% 2014-06-14 13:29:48 | Pion percentage = 49.6615% 2014-06-14 13:29:48 | Kaon percentage = 7.36858% 2014-06-14 13:29:48 | Unknown Particle type 411 2014-06-14 13:29:48 | percentage = 9e-05% 2014-06-14 13:29:48 | Unknown Particle type 431 2014-06-14 13:29:48 | percentage = 2e-05% 2014-06-14 13:29:48 | Unknown Particle type 521 2014-06-14 13:29:48 | percentage = 6e-05% 2014-06-14 13:29:48 | Proton percentage = 3.97372% 2014-06-14 13:29:48 | Unknown Particle type 3112 2014-06-14 13:29:48 | percentage = 0.00449% 2014-06-14 13:29:48 | Unknown Particle type 3222 2014-06-14 13:29:48 | percentage = 0.01714% 2014-06-14 13:29:48 | Unknown Particle type 3312 2014-06-14 13:29:48 | percentage = 0.00132% 2014-06-14 13:29:48 | Making input variable plots 2014-06-14 13:30:16 | Making purity plots 2014-06-14 13:30:18 | Making MVA Output plots 2014-06-14 13:30:19 | Making DLL Output plots 2014-06-14 13:30:20 | Making MVA DLL Correlation plots 2014-06-14 13:30:21 | Making MVA V P eff plots 2014-06-14 13:30:41 | Making DLL V P eff plots 2014-06-14 13:31:07 | Making MVA eff. V DLL cut plots 2014-06-14 13:31:26 | Making DLL eff. V MVA cut plots 2014-06-14 13:31:39 | Making final performance plots ... 2014-06-14 13:31:39 | Creating Eff V Purity text file : text/Mixture/EvalWithPreSel/LongKaonEffVPurity-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 13:31:40 | Creating Eff V OverallMisID text file : text/Mixture/EvalWithPreSel/LongKaonEffVOverallMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 13:31:40 | Creating Eff V Electron MisID text file : text/Mixture/EvalWithPreSel/LongKaonEffVElectronMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 13:31:40 | Creating Eff V Ghost MisID text file : text/Mixture/EvalWithPreSel/LongKaonEffVGhostMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 13:31:41 | Creating Eff V Muon MisID text file : text/Mixture/EvalWithPreSel/LongKaonEffVMuonMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 13:31:41 | Creating Eff V Pion MisID text file : text/Mixture/EvalWithPreSel/LongKaonEffVPionMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 13:31:41 | Creating Eff V Proton MisID text file : text/Mixture/EvalWithPreSel/LongKaonEffVProtonMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 13:31:41 | Closing Long-Kaon-evaluation.root 2014-06-14 13:32:12 | Finished... 2014-06-14 13:32:17 | Cache directory = '/lwork/jonesc/ANNPID-DataCache' 2014-06-14 13:32:17 | Network Config file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/GlobalPID_Kaon_Long_ANN.txt 2014-06-14 13:32:17 | Training parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/train-config.txt 2014-06-14 13:32:17 | Particle type = Kaon 2014-06-14 13:32:17 | Background types = All 2014-06-14 13:32:17 | Training Mix = NaturalMix 2014-06-14 13:32:17 | Track type = Long 2014-06-14 13:32:17 | Track PresSel = NoTrackPreSelection.txt 2014-06-14 13:32:17 | Network type = TMVA 2014-06-14 13:32:17 | Ghost treatment = NoGhosts Ghosts 2014-06-14 13:32:17 | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2014-06-14 13:32:17 | Reweighting = ReweightRICH2 2014-06-14 13:32:17 | Output file = GlobalPID_Kaon_Long_TMVA.weights.xml 2014-06-14 13:32:17 | Skipping input #TrackCloneDist 2014-06-14 13:32:17 | Skipping input #RichAboveElThres 2014-06-14 13:32:17 | Skipping input #RichAboveMuThres 2014-06-14 13:32:17 | Creating selection from 'NoTrackPreSelection.txt' 2014-06-14 13:32:17 | -> # very very loose. Essentially no cuts 2014-06-14 13:32:17 | -> TrackLikelihood > -100.0 2014-06-14 13:32:17 | -> TrackP > 0 2014-06-14 13:32:17 | -> TrackPt > 0 2014-06-14 13:32:17 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-14 13:32:17 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-14 13:32:17 | Training sample size = 1200000 2014-06-14 13:32:17 | Evaluation sample size = 10000000 2014-06-14 13:32:17 | Reading Parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/MVA.txt 2014-06-14 13:32:17 | -> NBTASK = CLA 2014-06-14 13:32:17 | -> NBMOM = 0.0 2014-06-14 13:32:17 | -> NBREG = ALL 2014-06-14 13:32:17 | -> TMVAVALIDATIONFRAC = 0.3 2014-06-14 13:32:17 | -> TMVATESTFRAC = 0.3 2014-06-14 13:32:17 | -> HiddenLayerScaleFactor = 1.4 2014-06-14 13:32:17 | -> TMVAMETHOD = MLP 2014-06-14 13:32:17 | -> TMVAUSEREGULATOR = false 2014-06-14 13:32:17 | -> TMVAMLPNCYCLES = 750 2014-06-14 13:32:17 | -> TMVAVARTRANSFORM = Norm 2014-06-14 13:32:17 | -> TMVAMLPNEURONTYPE = tanh 2014-06-14 13:32:17 | -> TMVAMLPMETHOD = BP 2014-06-14 13:32:17 | -> TMVAMLPESTIMATORTYPE = CE 2014-06-14 13:32:17 | -> TMVAMLPCONVIMPROVE = 1e-16 2014-06-14 13:32:17 | -> TMVAMLPCONVTEST = 15 2014-06-14 13:32:17 | -> TMVABDTBOOSTTYPE = AdaBoost 2014-06-14 13:32:17 | -> TMVABDTNTREES = 800 2014-06-14 13:32:17 | -> TMVABDTPRUNEMETHOD = CostComplexity 2014-06-14 13:32:17 | -> TMVABDTMAXTREEDEPTH = 3 2014-06-14 13:32:17 | Reading Parameters file = Eval.txt 2014-06-14 13:32:17 | -> EVALMODE = EvalWithPreSel 2014-06-14 13:32:17 | -> EVALDATA = Heavy 2014-06-14 13:32:17 | Node layer two scale = 1.4 2014-06-14 13:32:17 | Input layer has 37 nodes, hidden layer has 50 nodes 2014-06-14 13:32:17 | Input Data file = TrainingFiles-Mixture.txt 2014-06-14 13:32:17 | Using 4496 data files 2014-06-14 13:32:17 | Training Datafile Selection hash = 1183992426505638073 2014-06-14 13:32:17 | Using training file (1/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.75.root.1183992426505638073 2014-06-14 13:32:17 | -> Pre-selected 47643 entries from 47643 ( 100 % ) 2014-06-14 13:32:18 | -> Selected 31198 entries ( 65.4829 % ). Overall 31198 ( 2.59983 % ) of required 1200000 entries. 2014-06-14 13:32:18 | Using training file (2/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.32.root.1183992426505638073 2014-06-14 13:32:19 | -> Pre-selected 121411 entries from 121411 ( 100 % ) 2014-06-14 13:32:21 | -> Selected 74704 entries ( 61.5298 % ). Overall 105902 ( 8.82517 % ) of required 1200000 entries. 2014-06-14 13:32:21 | Using training file (3/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.65.root.1183992426505638073 2014-06-14 13:32:22 | -> Pre-selected 459028 entries from 459028 ( 100 % ) 2014-06-14 13:32:33 | -> Selected 278741 entries ( 60.7242 % ). Overall 384643 ( 32.0536 % ) of required 1200000 entries. 2014-06-14 13:32:33 | Using training file (4/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.11.root.1183992426505638073 2014-06-14 13:32:33 | -> Pre-selected 112541 entries from 112541 ( 100 % ) 2014-06-14 13:32:36 | -> Selected 69132 entries ( 61.4283 % ). Overall 453775 ( 37.8146 % ) of required 1200000 entries. 2014-06-14 13:32:36 | Using training file (5/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.32.root.1183992426505638073 2014-06-14 13:32:36 | -> Pre-selected 305774 entries from 305774 ( 100 % ) 2014-06-14 13:32:44 | -> Selected 195333 entries ( 63.8815 % ). Overall 649108 ( 54.0923 % ) of required 1200000 entries. 2014-06-14 13:32:44 | Using training file (6/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.148.root.1183992426505638073 2014-06-14 13:32:45 | -> Pre-selected 290109 entries from 290109 ( 100 % ) 2014-06-14 13:32:52 | -> Selected 182371 entries ( 62.8629 % ). Overall 831479 ( 69.2899 % ) of required 1200000 entries. 2014-06-14 13:32:52 | Using training file (7/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.32.root.1183992426505638073 2014-06-14 13:32:52 | -> Pre-selected 232194 entries from 232194 ( 100 % ) 2014-06-14 13:32:58 | -> Selected 145276 entries ( 62.5666 % ). Overall 976755 ( 81.3962 % ) of required 1200000 entries. 2014-06-14 13:32:58 | Using training file (8/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.26.root.1183992426505638073 2014-06-14 13:32:58 | -> Pre-selected 408657 entries from 408657 ( 100 % ) 2014-06-14 13:33:07 | -> Selected 223245 entries ( 54.6289 % ). Overall 1200000 ( 100 % ) of required 1200000 entries. 2014-06-14 13:33:07 | Considered 1919918 tracks for input to MVA training 2014-06-14 13:33:07 | Sel. Eff. = 62.5027% 2014-06-14 13:33:07 | Selected 1200000/0 tracks for input to MVA training/testing 2014-06-14 13:33:07 | Electron percentage = 0.462% 2014-06-14 13:33:07 | Muon percentage = 2.067% 2014-06-14 13:33:07 | Pion percentage = 79.4964% 2014-06-14 13:33:07 | Kaon percentage = 11.5829% 2014-06-14 13:33:07 | Unknown Particle type 411 2014-06-14 13:33:07 | percentage = 0.00025% 2014-06-14 13:33:07 | Unknown Particle type 521 2014-06-14 13:33:07 | percentage = 0.000166667% 2014-06-14 13:33:07 | Proton percentage = 6.36017% 2014-06-14 13:33:07 | Unknown Particle type 3112 2014-06-14 13:33:07 | percentage = 0.00516667% 2014-06-14 13:33:07 | Unknown Particle type 3222 2014-06-14 13:33:07 | percentage = 0.0236667% 2014-06-14 13:33:07 | Unknown Particle type 3312 2014-06-14 13:33:07 | percentage = 0.00225% 2014-06-14 13:33:07 | Created Plots directory Long-Kaon-evaluation.root:/TrainMixture/EvalHeavy/EvalWithPreSel 2014-06-14 13:33:07 | Making plots for input TrackP 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.010 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.025 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.050 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.075 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.100 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.125 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.150 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.175 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.200 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.300 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.350 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.400 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.450 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.500 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.600 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.700 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.800 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.900 2014-06-14 13:33:07 | Creating ROOT directory MVAcut0.950 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-8.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-7.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-6.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-5.500 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-5.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-4.500 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-4.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-3.500 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-3.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-2.500 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-2.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-1.500 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-1.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut-0.500 2014-06-14 13:33:07 | Creating ROOT directory DLLcut0.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut0.500 2014-06-14 13:33:07 | Creating ROOT directory DLLcut1.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut1.500 2014-06-14 13:33:07 | Creating ROOT directory DLLcut2.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut2.500 2014-06-14 13:33:07 | Creating ROOT directory DLLcut3.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut3.500 2014-06-14 13:33:07 | Creating ROOT directory DLLcut4.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut4.500 2014-06-14 13:33:07 | Creating ROOT directory DLLcut5.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut5.500 2014-06-14 13:33:07 | Creating ROOT directory DLLcut6.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut7.000 2014-06-14 13:33:07 | Creating ROOT directory DLLcut8.000 2014-06-14 13:33:07 | Making plots for input TrackPt 2014-06-14 13:33:07 | Making plots for input TrackChi2PerDof 2014-06-14 13:33:07 | Making plots for input TrackNumDof 2014-06-14 13:33:07 | Making plots for input TrackLikelihood 2014-06-14 13:33:07 | Making plots for input TrackGhostProbability 2014-06-14 13:33:07 | Making plots for input TrackFitMatchChi2 2014-06-14 13:33:07 | Making plots for input TrackFitVeloChi2 2014-06-14 13:33:07 | Making plots for input TrackFitVeloNDoF 2014-06-14 13:33:07 | Making plots for input TrackFitTChi2 2014-06-14 13:33:07 | Making plots for input TrackFitTNDoF 2014-06-14 13:33:07 | Making plots for input RichUsedAero 2014-06-14 13:33:07 | Making plots for input RichUsedR1Gas 2014-06-14 13:33:07 | Making plots for input RichUsedR2Gas 2014-06-14 13:33:07 | Making plots for input RichAbovePiThres 2014-06-14 13:33:07 | Making plots for input RichAboveKaThres 2014-06-14 13:33:07 | Making plots for input RichAbovePrThres 2014-06-14 13:33:07 | Making plots for input RichDLLe 2014-06-14 13:33:07 | Making plots for input RichDLLmu 2014-06-14 13:33:07 | Making plots for input RichDLLk 2014-06-14 13:33:07 | Making plots for input RichDLLp 2014-06-14 13:33:07 | Making plots for input RichDLLbt 2014-06-14 13:33:07 | Making plots for input MuonBkgLL 2014-06-14 13:33:07 | Making plots for input MuonMuLL 2014-06-14 13:33:07 | Making plots for input MuonIsMuon 2014-06-14 13:33:07 | Making plots for input MuonNShared 2014-06-14 13:33:07 | Making plots for input InAccMuon 2014-06-14 13:33:07 | Making plots for input MuonIsLooseMuon 2014-06-14 13:33:07 | Making plots for input EcalPIDe 2014-06-14 13:33:07 | Making plots for input EcalPIDmu 2014-06-14 13:33:07 | Making plots for input HcalPIDe 2014-06-14 13:33:07 | Making plots for input HcalPIDmu 2014-06-14 13:33:07 | Making plots for input PrsPIDe 2014-06-14 13:33:07 | Making plots for input InAccBrem 2014-06-14 13:33:07 | Making plots for input BremPIDe 2014-06-14 13:33:07 | Making plots for input VeloCharge --- Reader : Booking "MLP" of type "MLP" from GlobalPID_Kaon_Long_TMVA.weights.xml. --- MethodBase : Reading weight file: GlobalPID_Kaon_Long_TMVA.weights.xml --- Kaon_Long_TMVA : Read method "Kaon_Long_TMVA" of type "MLP" --- Kaon_Long_TMVA : MVA method was trained with TMVA Version: 4.2.0 --- Kaon_Long_TMVA : MVA method was trained with ROOT Version: 5.34/18 --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 --- Kaon_Long_TMVA : Building Network --- Kaon_Long_TMVA : Initializing weights --- Reader : Booked classifier "Kaon_Long_TMVA" of type: "MLP" 2014-06-14 13:33:07 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-14 13:33:07 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-14 13:33:07 | Evaluation mode 'EvalWithPreSel' 2014-06-14 13:33:07 | Will apply all track pre-selections during evaluation 2014-06-14 13:33:07 | Input Data file = EvalFiles-Heavy.txt 2014-06-14 13:33:07 | Using 619 data files 2014-06-14 13:33:07 | Evaluation Datafile Selection hash = 1183992426505638073 2014-06-14 13:33:07 | Using evaluation file (1/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.11.root.1183992426505638073 2014-06-14 13:33:08 | -> Pre-selected 279706 entries from 279706 ( 100 % ) 2014-06-14 13:34:43 | -> Selected 279706 entries ( 100 % ). Overall 279706 ( 2.79706 % ) of required 10000000 entries. 2014-06-14 13:34:43 | Using evaluation file (2/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.28.root.1183992426505638073 2014-06-14 13:34:43 | -> Pre-selected 158685 entries from 158685 ( 100 % ) 2014-06-14 13:35:36 | -> Selected 158685 entries ( 100 % ). Overall 438391 ( 4.38391 % ) of required 10000000 entries. 2014-06-14 13:35:36 | Using evaluation file (3/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.118.root.1183992426505638073 2014-06-14 13:35:37 | -> Pre-selected 479557 entries from 479557 ( 100 % ) 2014-06-14 13:38:16 | -> Selected 479557 entries ( 100 % ). Overall 917948 ( 9.17948 % ) of required 10000000 entries. 2014-06-14 13:38:16 | Using evaluation file (4/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.50.root.1183992426505638073 2014-06-14 13:38:17 | -> Pre-selected 245890 entries from 245890 ( 100 % ) 2014-06-14 13:39:38 | -> Selected 245890 entries ( 100 % ). Overall 1163838 ( 11.6384 % ) of required 10000000 entries. 2014-06-14 13:39:38 | Using evaluation file (5/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.222.root.1183992426505638073 2014-06-14 13:39:39 | -> Pre-selected 410198 entries from 410198 ( 100 % ) 2014-06-14 13:41:55 | -> Selected 410198 entries ( 100 % ). Overall 1574036 ( 15.7404 % ) of required 10000000 entries. 2014-06-14 13:41:55 | Using evaluation file (6/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.20.root.1183992426505638073 2014-06-14 13:41:56 | -> Pre-selected 247039 entries from 247039 ( 100 % ) 2014-06-14 13:43:19 | -> Selected 247039 entries ( 100 % ). Overall 1821075 ( 18.2108 % ) of required 10000000 entries. 2014-06-14 13:43:19 | Using evaluation file (7/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.108.root.1183992426505638073 2014-06-14 13:43:20 | -> Pre-selected 255811 entries from 255811 ( 100 % ) 2014-06-14 13:44:51 | -> Selected 255811 entries ( 100 % ). Overall 2076886 ( 20.7689 % ) of required 10000000 entries. 2014-06-14 13:44:51 | Using evaluation file (8/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.73.root.1183992426505638073 2014-06-14 13:44:51 | -> Pre-selected 345140 entries from 345140 ( 100 % ) 2014-06-14 13:46:49 | -> Selected 345140 entries ( 100 % ). Overall 2422026 ( 24.2203 % ) of required 10000000 entries. 2014-06-14 13:46:49 | Using evaluation file (9/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.93.root.1183992426505638073 2014-06-14 13:46:49 | -> Pre-selected 285815 entries from 285815 ( 100 % ) 2014-06-14 13:48:26 | -> Selected 285815 entries ( 100 % ). Overall 2707841 ( 27.0784 % ) of required 10000000 entries. 2014-06-14 13:48:26 | Using evaluation file (10/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.2.root.1183992426505638073 2014-06-14 13:48:26 | -> Pre-selected 475686 entries from 475686 ( 100 % ) 2014-06-14 13:51:06 | -> Selected 475686 entries ( 100 % ). Overall 3183527 ( 31.8353 % ) of required 10000000 entries. 2014-06-14 13:51:06 | Using evaluation file (11/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.127.root.1183992426505638073 2014-06-14 13:51:06 | -> Pre-selected 278029 entries from 278029 ( 100 % ) 2014-06-14 13:52:39 | -> Selected 278029 entries ( 100 % ). Overall 3461556 ( 34.6156 % ) of required 10000000 entries. 2014-06-14 13:52:39 | Using evaluation file (12/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.25.root.1183992426505638073 2014-06-14 13:52:39 | -> Pre-selected 258894 entries from 258894 ( 100 % ) 2014-06-14 13:54:13 | -> Selected 258894 entries ( 100 % ). Overall 3720450 ( 37.2045 % ) of required 10000000 entries. 2014-06-14 13:54:13 | Using evaluation file (13/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.121.root.1183992426505638073 2014-06-14 13:54:13 | -> Pre-selected 487499 entries from 487499 ( 100 % ) 2014-06-14 13:57:43 | -> Selected 487499 entries ( 100 % ). Overall 4207949 ( 42.0795 % ) of required 10000000 entries. 2014-06-14 13:57:43 | Using evaluation file (14/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.50.root.1183992426505638073 2014-06-14 13:57:44 | -> Pre-selected 477475 entries from 477475 ( 100 % ) 2014-06-14 14:01:08 | -> Selected 477475 entries ( 100 % ). Overall 4685424 ( 46.8542 % ) of required 10000000 entries. 2014-06-14 14:01:08 | Using evaluation file (15/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.275.root.1183992426505638073 2014-06-14 14:01:09 | -> Pre-selected 317514 entries from 317514 ( 100 % ) 2014-06-14 14:03:23 | -> Selected 317514 entries ( 100 % ). Overall 5002938 ( 50.0294 % ) of required 10000000 entries. 2014-06-14 14:03:23 | Using evaluation file (16/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.106.root.1183992426505638073 2014-06-14 14:03:24 | -> Pre-selected 368664 entries from 368664 ( 100 % ) 2014-06-14 14:06:04 | -> Selected 368664 entries ( 100 % ). Overall 5371602 ( 53.716 % ) of required 10000000 entries. 2014-06-14 14:06:04 | Using evaluation file (17/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.12.root.1183992426505638073 2014-06-14 14:06:04 | -> Pre-selected 79335 entries from 79335 ( 100 % ) 2014-06-14 14:06:39 | -> Selected 79335 entries ( 100 % ). Overall 5450937 ( 54.5094 % ) of required 10000000 entries. 2014-06-14 14:06:39 | Using evaluation file (18/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.192.root.1183992426505638073 2014-06-14 14:06:40 | -> Pre-selected 476402 entries from 476402 ( 100 % ) 2014-06-14 14:10:13 | -> Selected 476402 entries ( 100 % ). Overall 5927339 ( 59.2734 % ) of required 10000000 entries. 2014-06-14 14:10:13 | Using evaluation file (19/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.48.root.1183992426505638073 2014-06-14 14:10:13 | -> Pre-selected 351688 entries from 351688 ( 100 % ) 2014-06-14 14:12:40 | -> Selected 351688 entries ( 100 % ). Overall 6279027 ( 62.7903 % ) of required 10000000 entries. 2014-06-14 14:12:40 | Using evaluation file (20/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.100.root.1183992426505638073 2014-06-14 14:12:40 | -> Pre-selected 283553 entries from 283553 ( 100 % ) 2014-06-14 14:14:32 | -> Selected 283553 entries ( 100 % ). Overall 6562580 ( 65.6258 % ) of required 10000000 entries. 2014-06-14 14:14:32 | Using evaluation file (21/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.69.root.1183992426505638073 2014-06-14 14:14:33 | -> Pre-selected 112639 entries from 112639 ( 100 % ) 2014-06-14 14:15:16 | -> Selected 112639 entries ( 100 % ). Overall 6675219 ( 66.7522 % ) of required 10000000 entries. 2014-06-14 14:15:16 | Using evaluation file (22/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.105.root.1183992426505638073 2014-06-14 14:15:16 | -> Pre-selected 242682 entries from 242682 ( 100 % ) 2014-06-14 14:17:07 | -> Selected 242682 entries ( 100 % ). Overall 6917901 ( 69.179 % ) of required 10000000 entries. 2014-06-14 14:17:07 | Using evaluation file (23/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.54.root.1183992426505638073 2014-06-14 14:17:08 | -> Pre-selected 480889 entries from 480889 ( 100 % ) 2014-06-14 14:20:07 | -> Selected 480889 entries ( 100 % ). Overall 7398790 ( 73.9879 % ) of required 10000000 entries. 2014-06-14 14:20:07 | Using evaluation file (24/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.78.root.1183992426505638073 2014-06-14 14:20:08 | -> Pre-selected 473936 entries from 473936 ( 100 % ) 2014-06-14 14:23:21 | -> Selected 473936 entries ( 100 % ). Overall 7872726 ( 78.7273 % ) of required 10000000 entries. 2014-06-14 14:23:21 | Using evaluation file (25/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.21.root.1183992426505638073 2014-06-14 14:23:22 | -> Pre-selected 330400 entries from 330400 ( 100 % ) 2014-06-14 14:25:00 | -> Selected 330400 entries ( 100 % ). Overall 8203126 ( 82.0313 % ) of required 10000000 entries. 2014-06-14 14:25:00 | Using evaluation file (26/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.125.root.1183992426505638073 2014-06-14 14:25:00 | -> Pre-selected 233193 entries from 233193 ( 100 % ) 2014-06-14 14:26:08 | -> Selected 233193 entries ( 100 % ). Overall 8436319 ( 84.3632 % ) of required 10000000 entries. 2014-06-14 14:26:08 | Using evaluation file (27/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.229.root.1183992426505638073 2014-06-14 14:26:08 | -> Pre-selected 475071 entries from 475071 ( 100 % ) 2014-06-14 14:28:29 | -> Selected 475071 entries ( 100 % ). Overall 8911390 ( 89.1139 % ) of required 10000000 entries. 2014-06-14 14:28:29 | Using evaluation file (28/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.114.root.1183992426505638073 2014-06-14 14:28:30 | -> Pre-selected 286667 entries from 286667 ( 100 % ) 2014-06-14 14:29:57 | -> Selected 286667 entries ( 100 % ). Overall 9198057 ( 91.9806 % ) of required 10000000 entries. 2014-06-14 14:29:57 | Using evaluation file (29/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.165.root.1183992426505638073 2014-06-14 14:29:57 | -> Pre-selected 137354 entries from 137354 ( 100 % ) 2014-06-14 14:30:41 | -> Selected 137354 entries ( 100 % ). Overall 9335411 ( 93.3541 % ) of required 10000000 entries. 2014-06-14 14:30:41 | Using evaluation file (30/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.104.root.1183992426505638073 2014-06-14 14:30:42 | -> Pre-selected 278268 entries from 278268 ( 100 % ) 2014-06-14 14:32:29 | -> Selected 278268 entries ( 100 % ). Overall 9613679 ( 96.1368 % ) of required 10000000 entries. 2014-06-14 14:32:29 | Using evaluation file (31/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.41.root.1183992426505638073 2014-06-14 14:32:30 | -> Pre-selected 380726 entries from 380726 ( 100 % ) 2014-06-14 14:34:26 | -> Selected 380726 entries ( 100 % ). Overall 9994405 ( 99.9441 % ) of required 10000000 entries. 2014-06-14 14:34:26 | Using evaluation file (32/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.6.root.1183992426505638073 2014-06-14 14:34:26 | -> Pre-selected 173089 entries from 173089 ( 100 % ) 2014-06-14 14:34:29 | -> Selected 5595 entries ( 3.23244 % ). Overall 10000000 ( 100 % ) of required 10000000 entries. 2014-06-14 14:34:29 | Considered 10000000 tracks for input to MVA evaluation 2014-06-14 14:34:29 | Sel. Eff. = 100% 2014-06-14 14:34:29 | Selected 10000000 tracks for input to MVA evaluation 2014-06-14 14:34:29 | Ghost percentage = 37.5174% 2014-06-14 14:34:29 | Electron percentage = 0.30425% 2014-06-14 14:34:29 | Muon percentage = 1.38314% 2014-06-14 14:34:29 | Unknown Particle type 15 2014-06-14 14:34:29 | percentage = 1e-05% 2014-06-14 14:34:29 | Pion percentage = 49.5048% 2014-06-14 14:34:29 | Kaon percentage = 7.34608% 2014-06-14 14:34:29 | Unknown Particle type 411 2014-06-14 14:34:29 | percentage = 0.00027% 2014-06-14 14:34:29 | Unknown Particle type 431 2014-06-14 14:34:29 | percentage = 3e-05% 2014-06-14 14:34:29 | Unknown Particle type 521 2014-06-14 14:34:29 | percentage = 3e-05% 2014-06-14 14:34:29 | Proton percentage = 3.92355% 2014-06-14 14:34:29 | Unknown Particle type 3112 2014-06-14 14:34:29 | percentage = 0.00444% 2014-06-14 14:34:29 | Unknown Particle type 3222 2014-06-14 14:34:29 | percentage = 0.01431% 2014-06-14 14:34:29 | Unknown Particle type 3312 2014-06-14 14:34:29 | percentage = 0.00165% 2014-06-14 14:34:29 | Unknown Particle type 4122 2014-06-14 14:34:29 | percentage = 1e-05% 2014-06-14 14:34:29 | Making input variable plots 2014-06-14 14:34:52 | Making purity plots 2014-06-14 14:34:53 | Making MVA Output plots 2014-06-14 14:34:54 | Making DLL Output plots 2014-06-14 14:34:55 | Making MVA DLL Correlation plots 2014-06-14 14:34:56 | Making MVA V P eff plots 2014-06-14 14:35:13 | Making DLL V P eff plots 2014-06-14 14:35:39 | Making MVA eff. V DLL cut plots 2014-06-14 14:36:00 | Making DLL eff. V MVA cut plots 2014-06-14 14:36:15 | Making final performance plots ... 2014-06-14 14:36:15 | Creating Eff V Purity text file : text/Heavy/EvalWithPreSel/LongKaonEffVPurity-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 14:36:16 | Creating Eff V OverallMisID text file : text/Heavy/EvalWithPreSel/LongKaonEffVOverallMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 14:36:16 | Creating Eff V Electron MisID text file : text/Heavy/EvalWithPreSel/LongKaonEffVElectronMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 14:36:16 | Creating Eff V Ghost MisID text file : text/Heavy/EvalWithPreSel/LongKaonEffVGhostMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 14:36:16 | Creating Eff V Muon MisID text file : text/Heavy/EvalWithPreSel/LongKaonEffVMuonMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 14:36:17 | Creating Eff V Pion MisID text file : text/Heavy/EvalWithPreSel/LongKaonEffVPionMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 14:36:17 | Creating Eff V Proton MisID text file : text/Heavy/EvalWithPreSel/LongKaonEffVProtonMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 14:36:17 | Closing Long-Kaon-evaluation.root 2014-06-14 14:36:37 | Finished... 2014-06-14 14:36:42 | Cache directory = '/lwork/jonesc/ANNPID-DataCache' 2014-06-14 14:36:42 | Network Config file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/GlobalPID_Kaon_Long_ANN.txt 2014-06-14 14:36:42 | Training parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/train-config.txt 2014-06-14 14:36:42 | Particle type = Kaon 2014-06-14 14:36:42 | Background types = All 2014-06-14 14:36:42 | Training Mix = NaturalMix 2014-06-14 14:36:42 | Track type = Long 2014-06-14 14:36:42 | Track PresSel = NoTrackPreSelection.txt 2014-06-14 14:36:42 | Network type = TMVA 2014-06-14 14:36:42 | Ghost treatment = NoGhosts Ghosts 2014-06-14 14:36:42 | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2014-06-14 14:36:42 | Reweighting = ReweightRICH2 2014-06-14 14:36:42 | Output file = GlobalPID_Kaon_Long_TMVA.weights.xml 2014-06-14 14:36:42 | Skipping input #TrackCloneDist 2014-06-14 14:36:42 | Skipping input #RichAboveElThres 2014-06-14 14:36:42 | Skipping input #RichAboveMuThres 2014-06-14 14:36:42 | Creating selection from 'NoTrackPreSelection.txt' 2014-06-14 14:36:42 | -> # very very loose. Essentially no cuts 2014-06-14 14:36:42 | -> TrackLikelihood > -100.0 2014-06-14 14:36:42 | -> TrackP > 0 2014-06-14 14:36:42 | -> TrackPt > 0 2014-06-14 14:36:42 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-14 14:36:42 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-14 14:36:42 | Training sample size = 1200000 2014-06-14 14:36:42 | Evaluation sample size = 10000000 2014-06-14 14:36:42 | Reading Parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/MVA.txt 2014-06-14 14:36:42 | -> NBTASK = CLA 2014-06-14 14:36:42 | -> NBMOM = 0.0 2014-06-14 14:36:42 | -> NBREG = ALL 2014-06-14 14:36:42 | -> TMVAVALIDATIONFRAC = 0.3 2014-06-14 14:36:42 | -> TMVATESTFRAC = 0.3 2014-06-14 14:36:42 | -> HiddenLayerScaleFactor = 1.4 2014-06-14 14:36:42 | -> TMVAMETHOD = MLP 2014-06-14 14:36:42 | -> TMVAUSEREGULATOR = false 2014-06-14 14:36:42 | -> TMVAMLPNCYCLES = 750 2014-06-14 14:36:42 | -> TMVAVARTRANSFORM = Norm 2014-06-14 14:36:42 | -> TMVAMLPNEURONTYPE = tanh 2014-06-14 14:36:42 | -> TMVAMLPMETHOD = BP 2014-06-14 14:36:42 | -> TMVAMLPESTIMATORTYPE = CE 2014-06-14 14:36:42 | -> TMVAMLPCONVIMPROVE = 1e-16 2014-06-14 14:36:42 | -> TMVAMLPCONVTEST = 15 2014-06-14 14:36:42 | -> TMVABDTBOOSTTYPE = AdaBoost 2014-06-14 14:36:42 | -> TMVABDTNTREES = 800 2014-06-14 14:36:42 | -> TMVABDTPRUNEMETHOD = CostComplexity 2014-06-14 14:36:42 | -> TMVABDTMAXTREEDEPTH = 3 2014-06-14 14:36:42 | Reading Parameters file = Eval.txt 2014-06-14 14:36:42 | -> EVALMODE = EvalWithPreSel 2014-06-14 14:36:42 | -> EVALDATA = Kaons 2014-06-14 14:36:42 | Node layer two scale = 1.4 2014-06-14 14:36:42 | Input layer has 37 nodes, hidden layer has 50 nodes 2014-06-14 14:36:42 | Input Data file = TrainingFiles-Mixture.txt 2014-06-14 14:36:42 | Using 4496 data files 2014-06-14 14:36:42 | Training Datafile Selection hash = 1183992426505638073 2014-06-14 14:36:42 | Using training file (1/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.75.root.1183992426505638073 2014-06-14 14:36:42 | -> Pre-selected 47643 entries from 47643 ( 100 % ) 2014-06-14 14:36:43 | -> Selected 31198 entries ( 65.4829 % ). Overall 31198 ( 2.59983 % ) of required 1200000 entries. 2014-06-14 14:36:43 | Using training file (2/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.32.root.1183992426505638073 2014-06-14 14:36:44 | -> Pre-selected 121411 entries from 121411 ( 100 % ) 2014-06-14 14:36:46 | -> Selected 74704 entries ( 61.5298 % ). Overall 105902 ( 8.82517 % ) of required 1200000 entries. 2014-06-14 14:36:46 | Using training file (3/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.65.root.1183992426505638073 2014-06-14 14:36:47 | -> Pre-selected 459028 entries from 459028 ( 100 % ) 2014-06-14 14:36:57 | -> Selected 278741 entries ( 60.7242 % ). Overall 384643 ( 32.0536 % ) of required 1200000 entries. 2014-06-14 14:36:57 | Using training file (4/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.11.root.1183992426505638073 2014-06-14 14:36:58 | -> Pre-selected 112541 entries from 112541 ( 100 % ) 2014-06-14 14:37:00 | -> Selected 69132 entries ( 61.4283 % ). Overall 453775 ( 37.8146 % ) of required 1200000 entries. 2014-06-14 14:37:00 | Using training file (5/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.32.root.1183992426505638073 2014-06-14 14:37:01 | -> Pre-selected 305774 entries from 305774 ( 100 % ) 2014-06-14 14:37:08 | -> Selected 195333 entries ( 63.8815 % ). Overall 649108 ( 54.0923 % ) of required 1200000 entries. 2014-06-14 14:37:08 | Using training file (6/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.148.root.1183992426505638073 2014-06-14 14:37:08 | -> Pre-selected 290109 entries from 290109 ( 100 % ) 2014-06-14 14:37:15 | -> Selected 182371 entries ( 62.8629 % ). Overall 831479 ( 69.2899 % ) of required 1200000 entries. 2014-06-14 14:37:15 | Using training file (7/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.32.root.1183992426505638073 2014-06-14 14:37:16 | -> Pre-selected 232194 entries from 232194 ( 100 % ) 2014-06-14 14:37:21 | -> Selected 145276 entries ( 62.5666 % ). Overall 976755 ( 81.3962 % ) of required 1200000 entries. 2014-06-14 14:37:21 | Using training file (8/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.26.root.1183992426505638073 2014-06-14 14:37:22 | -> Pre-selected 408657 entries from 408657 ( 100 % ) 2014-06-14 14:37:30 | -> Selected 223245 entries ( 54.6289 % ). Overall 1200000 ( 100 % ) of required 1200000 entries. 2014-06-14 14:37:30 | Considered 1919918 tracks for input to MVA training 2014-06-14 14:37:30 | Sel. Eff. = 62.5027% 2014-06-14 14:37:30 | Selected 1200000/0 tracks for input to MVA training/testing 2014-06-14 14:37:30 | Electron percentage = 0.462% 2014-06-14 14:37:30 | Muon percentage = 2.067% 2014-06-14 14:37:30 | Pion percentage = 79.4964% 2014-06-14 14:37:30 | Kaon percentage = 11.5829% 2014-06-14 14:37:30 | Unknown Particle type 411 2014-06-14 14:37:30 | percentage = 0.00025% 2014-06-14 14:37:30 | Unknown Particle type 521 2014-06-14 14:37:30 | percentage = 0.000166667% 2014-06-14 14:37:30 | Proton percentage = 6.36017% 2014-06-14 14:37:30 | Unknown Particle type 3112 2014-06-14 14:37:30 | percentage = 0.00516667% 2014-06-14 14:37:30 | Unknown Particle type 3222 2014-06-14 14:37:30 | percentage = 0.0236667% 2014-06-14 14:37:30 | Unknown Particle type 3312 2014-06-14 14:37:30 | percentage = 0.00225% 2014-06-14 14:37:31 | Created Plots directory Long-Kaon-evaluation.root:/TrainMixture/EvalKaons/EvalWithPreSel 2014-06-14 14:37:31 | Making plots for input TrackP 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.010 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.025 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.050 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.075 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.100 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.125 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.150 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.175 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.200 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.300 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.350 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.400 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.450 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.500 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.600 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.700 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.800 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.900 2014-06-14 14:37:31 | Creating ROOT directory MVAcut0.950 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-8.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-7.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-6.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-5.500 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-5.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-4.500 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-4.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-3.500 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-3.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-2.500 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-2.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-1.500 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-1.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut-0.500 2014-06-14 14:37:31 | Creating ROOT directory DLLcut0.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut0.500 2014-06-14 14:37:31 | Creating ROOT directory DLLcut1.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut1.500 2014-06-14 14:37:31 | Creating ROOT directory DLLcut2.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut2.500 2014-06-14 14:37:31 | Creating ROOT directory DLLcut3.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut3.500 2014-06-14 14:37:31 | Creating ROOT directory DLLcut4.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut4.500 2014-06-14 14:37:31 | Creating ROOT directory DLLcut5.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut5.500 2014-06-14 14:37:31 | Creating ROOT directory DLLcut6.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut7.000 2014-06-14 14:37:31 | Creating ROOT directory DLLcut8.000 2014-06-14 14:37:31 | Making plots for input TrackPt 2014-06-14 14:37:31 | Making plots for input TrackChi2PerDof 2014-06-14 14:37:31 | Making plots for input TrackNumDof 2014-06-14 14:37:31 | Making plots for input TrackLikelihood 2014-06-14 14:37:31 | Making plots for input TrackGhostProbability 2014-06-14 14:37:31 | Making plots for input TrackFitMatchChi2 2014-06-14 14:37:31 | Making plots for input TrackFitVeloChi2 2014-06-14 14:37:31 | Making plots for input TrackFitVeloNDoF 2014-06-14 14:37:31 | Making plots for input TrackFitTChi2 2014-06-14 14:37:31 | Making plots for input TrackFitTNDoF 2014-06-14 14:37:31 | Making plots for input RichUsedAero 2014-06-14 14:37:31 | Making plots for input RichUsedR1Gas 2014-06-14 14:37:31 | Making plots for input RichUsedR2Gas 2014-06-14 14:37:31 | Making plots for input RichAbovePiThres 2014-06-14 14:37:31 | Making plots for input RichAboveKaThres 2014-06-14 14:37:31 | Making plots for input RichAbovePrThres 2014-06-14 14:37:31 | Making plots for input RichDLLe 2014-06-14 14:37:31 | Making plots for input RichDLLmu 2014-06-14 14:37:31 | Making plots for input RichDLLk 2014-06-14 14:37:31 | Making plots for input RichDLLp 2014-06-14 14:37:31 | Making plots for input RichDLLbt 2014-06-14 14:37:31 | Making plots for input MuonBkgLL 2014-06-14 14:37:31 | Making plots for input MuonMuLL 2014-06-14 14:37:31 | Making plots for input MuonIsMuon 2014-06-14 14:37:31 | Making plots for input MuonNShared 2014-06-14 14:37:31 | Making plots for input InAccMuon 2014-06-14 14:37:31 | Making plots for input MuonIsLooseMuon 2014-06-14 14:37:31 | Making plots for input EcalPIDe 2014-06-14 14:37:31 | Making plots for input EcalPIDmu 2014-06-14 14:37:31 | Making plots for input HcalPIDe 2014-06-14 14:37:31 | Making plots for input HcalPIDmu 2014-06-14 14:37:31 | Making plots for input PrsPIDe 2014-06-14 14:37:31 | Making plots for input InAccBrem 2014-06-14 14:37:31 | Making plots for input BremPIDe 2014-06-14 14:37:31 | Making plots for input VeloCharge --- Reader : Booking "MLP" of type "MLP" from GlobalPID_Kaon_Long_TMVA.weights.xml. --- MethodBase : Reading weight file: GlobalPID_Kaon_Long_TMVA.weights.xml --- Kaon_Long_TMVA : Read method "Kaon_Long_TMVA" of type "MLP" --- Kaon_Long_TMVA : MVA method was trained with TMVA Version: 4.2.0 --- Kaon_Long_TMVA : MVA method was trained with ROOT Version: 5.34/18 --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 --- Kaon_Long_TMVA : Building Network --- Kaon_Long_TMVA : Initializing weights --- Reader : Booked classifier "Kaon_Long_TMVA" of type: "MLP" 2014-06-14 14:37:31 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-14 14:37:31 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-14 14:37:31 | Evaluation mode 'EvalWithPreSel' 2014-06-14 14:37:31 | Will apply all track pre-selections during evaluation 2014-06-14 14:37:31 | Input Data file = EvalFiles-Kaons.txt 2014-06-14 14:37:31 | Using 492 data files 2014-06-14 14:37:31 | Evaluation Datafile Selection hash = 1183992426505638073 2014-06-14 14:37:31 | Using evaluation file (1/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.102.root.1183992426505638073 2014-06-14 14:37:31 | -> Pre-selected 320371 entries from 320371 ( 100 % ) 2014-06-14 14:39:17 | -> Selected 320371 entries ( 100 % ). Overall 320371 ( 3.20371 % ) of required 10000000 entries. 2014-06-14 14:39:17 | Using evaluation file (2/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.67.root.1183992426505638073 2014-06-14 14:39:17 | -> Pre-selected 106486 entries from 106486 ( 100 % ) 2014-06-14 14:39:54 | -> Selected 106486 entries ( 100 % ). Overall 426857 ( 4.26857 % ) of required 10000000 entries. 2014-06-14 14:39:54 | Using evaluation file (3/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.36.root.1183992426505638073 2014-06-14 14:39:55 | -> Pre-selected 240057 entries from 240057 ( 100 % ) 2014-06-14 14:41:19 | -> Selected 240057 entries ( 100 % ). Overall 666914 ( 6.66914 % ) of required 10000000 entries. 2014-06-14 14:41:19 | Using evaluation file (4/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.4.root.1183992426505638073 2014-06-14 14:41:19 | -> Pre-selected 85913 entries from 85913 ( 100 % ) 2014-06-14 14:41:49 | -> Selected 85913 entries ( 100 % ). Overall 752827 ( 7.52827 % ) of required 10000000 entries. 2014-06-14 14:41:49 | Using evaluation file (5/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.89.root.1183992426505638073 2014-06-14 14:41:50 | -> Pre-selected 424591 entries from 424591 ( 100 % ) 2014-06-14 14:44:20 | -> Selected 424591 entries ( 100 % ). Overall 1177418 ( 11.7742 % ) of required 10000000 entries. 2014-06-14 14:44:20 | Using evaluation file (6/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.135.root.1183992426505638073 2014-06-14 14:44:20 | -> Pre-selected 233092 entries from 233092 ( 100 % ) 2014-06-14 14:45:42 | -> Selected 233092 entries ( 100 % ). Overall 1410510 ( 14.1051 % ) of required 10000000 entries. 2014-06-14 14:45:42 | Using evaluation file (7/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.57.root.1183992426505638073 2014-06-14 14:45:42 | -> Pre-selected 47683 entries from 47683 ( 100 % ) 2014-06-14 14:45:59 | -> Selected 47683 entries ( 100 % ). Overall 1458193 ( 14.5819 % ) of required 10000000 entries. 2014-06-14 14:45:59 | Using evaluation file (8/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.60.root.1183992426505638073 2014-06-14 14:46:00 | -> Pre-selected 326648 entries from 326648 ( 100 % ) 2014-06-14 14:47:55 | -> Selected 326648 entries ( 100 % ). Overall 1784841 ( 17.8484 % ) of required 10000000 entries. 2014-06-14 14:47:55 | Using evaluation file (9/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.14.root.1183992426505638073 2014-06-14 14:47:55 | -> Pre-selected 210410 entries from 210410 ( 100 % ) 2014-06-14 14:49:09 | -> Selected 210410 entries ( 100 % ). Overall 1995251 ( 19.9525 % ) of required 10000000 entries. 2014-06-14 14:49:09 | Using evaluation file (10/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.18.root.1183992426505638073 2014-06-14 14:49:09 | -> Pre-selected 168765 entries from 168765 ( 100 % ) 2014-06-14 14:50:08 | -> Selected 168765 entries ( 100 % ). Overall 2164016 ( 21.6402 % ) of required 10000000 entries. 2014-06-14 14:50:08 | Using evaluation file (11/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.15.root.1183992426505638073 2014-06-14 14:50:08 | -> Pre-selected 110525 entries from 110525 ( 100 % ) 2014-06-14 14:50:47 | -> Selected 110525 entries ( 100 % ). Overall 2274541 ( 22.7454 % ) of required 10000000 entries. 2014-06-14 14:50:47 | Using evaluation file (12/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.14.root.1183992426505638073 2014-06-14 14:50:47 | -> Pre-selected 96305 entries from 96305 ( 100 % ) 2014-06-14 14:51:21 | -> Selected 96305 entries ( 100 % ). Overall 2370846 ( 23.7085 % ) of required 10000000 entries. 2014-06-14 14:51:21 | Using evaluation file (13/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.48.root.1183992426505638073 2014-06-14 14:51:21 | -> Pre-selected 64434 entries from 64434 ( 100 % ) 2014-06-14 14:51:44 | -> Selected 64434 entries ( 100 % ). Overall 2435280 ( 24.3528 % ) of required 10000000 entries. 2014-06-14 14:51:44 | Using evaluation file (14/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.74.root.1183992426505638073 2014-06-14 14:51:44 | -> Pre-selected 358563 entries from 358563 ( 100 % ) 2014-06-14 14:53:49 | -> Selected 358563 entries ( 100 % ). Overall 2793843 ( 27.9384 % ) of required 10000000 entries. 2014-06-14 14:53:49 | Using evaluation file (15/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.4.root.1183992426505638073 2014-06-14 14:53:50 | -> Pre-selected 285417 entries from 285417 ( 100 % ) 2014-06-14 14:55:29 | -> Selected 285417 entries ( 100 % ). Overall 3079260 ( 30.7926 % ) of required 10000000 entries. 2014-06-14 14:55:29 | Using evaluation file (16/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.4.root.1183992426505638073 2014-06-14 14:55:29 | -> Pre-selected 47218 entries from 47218 ( 100 % ) 2014-06-14 14:55:46 | -> Selected 47218 entries ( 100 % ). Overall 3126478 ( 31.2648 % ) of required 10000000 entries. 2014-06-14 14:55:46 | Using evaluation file (17/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.79.root.1183992426505638073 2014-06-14 14:55:46 | -> Pre-selected 191779 entries from 191779 ( 100 % ) 2014-06-14 14:56:54 | -> Selected 191779 entries ( 100 % ). Overall 3318257 ( 33.1826 % ) of required 10000000 entries. 2014-06-14 14:56:54 | Using evaluation file (18/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.4.root.1183992426505638073 2014-06-14 14:56:54 | -> Pre-selected 215342 entries from 215342 ( 100 % ) 2014-06-14 14:58:12 | -> Selected 215342 entries ( 100 % ). Overall 3533599 ( 35.336 % ) of required 10000000 entries. 2014-06-14 14:58:12 | Using evaluation file (19/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.26.root.1183992426505638073 2014-06-14 14:58:12 | -> Pre-selected 8171 entries from 8171 ( 100 % ) 2014-06-14 14:58:15 | -> Selected 8171 entries ( 100 % ). Overall 3541770 ( 35.4177 % ) of required 10000000 entries. 2014-06-14 14:58:15 | Using evaluation file (20/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.75.root.1183992426505638073 2014-06-14 14:58:15 | -> Pre-selected 139962 entries from 139962 ( 100 % ) 2014-06-14 14:59:03 | -> Selected 139962 entries ( 100 % ). Overall 3681732 ( 36.8173 % ) of required 10000000 entries. 2014-06-14 14:59:03 | Using evaluation file (21/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.1.root.1183992426505638073 2014-06-14 14:59:03 | -> Pre-selected 80288 entries from 80288 ( 100 % ) 2014-06-14 14:59:30 | -> Selected 80288 entries ( 100 % ). Overall 3762020 ( 37.6202 % ) of required 10000000 entries. 2014-06-14 14:59:30 | Using evaluation file (22/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.106.root.1183992426505638073 2014-06-14 14:59:30 | -> Pre-selected 211363 entries from 211363 ( 100 % ) 2014-06-14 15:00:47 | -> Selected 211363 entries ( 100 % ). Overall 3973383 ( 39.7338 % ) of required 10000000 entries. 2014-06-14 15:00:47 | Using evaluation file (23/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BsD0PhiKpi/ANNPID.15.root.1183992426505638073 2014-06-14 15:00:47 | -> Pre-selected 99808 entries from 99808 ( 100 % ) 2014-06-14 15:01:20 | -> Selected 99808 entries ( 100 % ). Overall 4073191 ( 40.7319 % ) of required 10000000 entries. 2014-06-14 15:01:20 | Using evaluation file (24/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.19.root.1183992426505638073 2014-06-14 15:01:21 | -> Pre-selected 108274 entries from 108274 ( 100 % ) 2014-06-14 15:01:54 | -> Selected 108274 entries ( 100 % ). Overall 4181465 ( 41.8147 % ) of required 10000000 entries. 2014-06-14 15:01:54 | Using evaluation file (25/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.146.root.1183992426505638073 2014-06-14 15:01:55 | -> Pre-selected 190366 entries from 190366 ( 100 % ) 2014-06-14 15:02:54 | -> Selected 190366 entries ( 100 % ). Overall 4371831 ( 43.7183 % ) of required 10000000 entries. 2014-06-14 15:02:54 | Using evaluation file (26/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.80.root.1183992426505638073 2014-06-14 15:02:54 | -> Pre-selected 61654 entries from 61654 ( 100 % ) 2014-06-14 15:03:13 | -> Selected 61654 entries ( 100 % ). Overall 4433485 ( 44.3349 % ) of required 10000000 entries. 2014-06-14 15:03:13 | Using evaluation file (27/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.20.root.1183992426505638073 2014-06-14 15:03:14 | -> Pre-selected 310702 entries from 310702 ( 100 % ) 2014-06-14 15:04:51 | -> Selected 310702 entries ( 100 % ). Overall 4744187 ( 47.4419 % ) of required 10000000 entries. 2014-06-14 15:04:51 | Using evaluation file (28/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.45.root.1183992426505638073 2014-06-14 15:04:51 | -> Pre-selected 309244 entries from 309244 ( 100 % ) 2014-06-14 15:06:28 | -> Selected 309244 entries ( 100 % ). Overall 5053431 ( 50.5343 % ) of required 10000000 entries. 2014-06-14 15:06:28 | Using evaluation file (29/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.38.root.1183992426505638073 2014-06-14 15:06:28 | -> Pre-selected 72353 entries from 72353 ( 100 % ) 2014-06-14 15:06:51 | -> Selected 72353 entries ( 100 % ). Overall 5125784 ( 51.2578 % ) of required 10000000 entries. 2014-06-14 15:06:51 | Using evaluation file (30/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BsD0PhiKpi/ANNPID.1.root.1183992426505638073 2014-06-14 15:06:51 | -> Pre-selected 87914 entries from 87914 ( 100 % ) 2014-06-14 15:07:19 | -> Selected 87914 entries ( 100 % ). Overall 5213698 ( 52.137 % ) of required 10000000 entries. 2014-06-14 15:07:19 | Using evaluation file (31/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.34.root.1183992426505638073 2014-06-14 15:07:19 | -> Pre-selected 59063 entries from 59063 ( 100 % ) 2014-06-14 15:07:37 | -> Selected 59063 entries ( 100 % ). Overall 5272761 ( 52.7276 % ) of required 10000000 entries. 2014-06-14 15:07:37 | Using evaluation file (32/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.128.root.1183992426505638073 2014-06-14 15:07:37 | -> Pre-selected 11736 entries from 11736 ( 100 % ) 2014-06-14 15:07:41 | -> Selected 11736 entries ( 100 % ). Overall 5284497 ( 52.845 % ) of required 10000000 entries. 2014-06-14 15:07:41 | Using evaluation file (33/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.78.root.1183992426505638073 2014-06-14 15:07:41 | -> Pre-selected 415396 entries from 415396 ( 100 % ) 2014-06-14 15:09:53 | -> Selected 415396 entries ( 100 % ). Overall 5699893 ( 56.9989 % ) of required 10000000 entries. 2014-06-14 15:09:53 | Using evaluation file (34/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.147.root.1183992426505638073 2014-06-14 15:09:54 | -> Pre-selected 423787 entries from 423787 ( 100 % ) 2014-06-14 15:12:07 | -> Selected 423787 entries ( 100 % ). Overall 6123680 ( 61.2368 % ) of required 10000000 entries. 2014-06-14 15:12:07 | Using evaluation file (35/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.23.root.1183992426505638073 2014-06-14 15:12:08 | -> Pre-selected 201700 entries from 201700 ( 100 % ) 2014-06-14 15:13:11 | -> Selected 201700 entries ( 100 % ). Overall 6325380 ( 63.2538 % ) of required 10000000 entries. 2014-06-14 15:13:11 | Using evaluation file (36/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.78.root.1183992426505638073 2014-06-14 15:13:11 | -> Pre-selected 81629 entries from 81629 ( 100 % ) 2014-06-14 15:13:38 | -> Selected 81629 entries ( 100 % ). Overall 6407009 ( 64.0701 % ) of required 10000000 entries. 2014-06-14 15:13:38 | Using evaluation file (37/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.87.root.1183992426505638073 2014-06-14 15:13:39 | -> Pre-selected 248208 entries from 248208 ( 100 % ) 2014-06-14 15:15:46 | -> Selected 248208 entries ( 100 % ). Overall 6655217 ( 66.5522 % ) of required 10000000 entries. 2014-06-14 15:15:46 | Using evaluation file (38/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.66.root.1183992426505638073 2014-06-14 15:15:46 | -> Pre-selected 44598 entries from 44598 ( 100 % ) 2014-06-14 15:16:10 | -> Selected 44598 entries ( 100 % ). Overall 6699815 ( 66.9981 % ) of required 10000000 entries. 2014-06-14 15:16:10 | Using evaluation file (39/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.69.root.1183992426505638073 2014-06-14 15:16:10 | -> Pre-selected 59386 entries from 59386 ( 100 % ) 2014-06-14 15:16:54 | -> Selected 59386 entries ( 100 % ). Overall 6759201 ( 67.592 % ) of required 10000000 entries. 2014-06-14 15:16:54 | Using evaluation file (40/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.110.root.1183992426505638073 2014-06-14 15:16:54 | -> Pre-selected 88266 entries from 88266 ( 100 % ) 2014-06-14 15:17:59 | -> Selected 88266 entries ( 100 % ). Overall 6847467 ( 68.4747 % ) of required 10000000 entries. 2014-06-14 15:17:59 | Using evaluation file (41/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.72.root.1183992426505638073 2014-06-14 15:17:59 | -> Pre-selected 100422 entries from 100422 ( 100 % ) 2014-06-14 15:19:00 | -> Selected 100422 entries ( 100 % ). Overall 6947889 ( 69.4789 % ) of required 10000000 entries. 2014-06-14 15:19:00 | Using evaluation file (42/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.50.root.1183992426505638073 2014-06-14 15:19:00 | -> Pre-selected 406886 entries from 406886 ( 100 % ) 2014-06-14 15:23:04 | -> Selected 406886 entries ( 100 % ). Overall 7354775 ( 73.5477 % ) of required 10000000 entries. 2014-06-14 15:23:04 | Using evaluation file (43/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.32.root.1183992426505638073 2014-06-14 15:23:05 | -> Pre-selected 104777 entries from 104777 ( 100 % ) 2014-06-14 15:23:50 | -> Selected 104777 entries ( 100 % ). Overall 7459552 ( 74.5955 % ) of required 10000000 entries. 2014-06-14 15:23:50 | Using evaluation file (44/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.80.root.1183992426505638073 2014-06-14 15:23:50 | -> Pre-selected 1163 entries from 1163 ( 100 % ) 2014-06-14 15:23:50 | -> Selected 1163 entries ( 100 % ). Overall 7460715 ( 74.6072 % ) of required 10000000 entries. 2014-06-14 15:23:50 | Using evaluation file (45/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.47.root.1183992426505638073 2014-06-14 15:23:51 | -> Pre-selected 428891 entries from 428891 ( 100 % ) 2014-06-14 15:27:33 | -> Selected 428891 entries ( 100 % ). Overall 7889606 ( 78.8961 % ) of required 10000000 entries. 2014-06-14 15:27:33 | Using evaluation file (46/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.5.root.1183992426505638073 2014-06-14 15:27:33 | -> Pre-selected 102367 entries from 102367 ( 100 % ) 2014-06-14 15:28:10 | -> Selected 102367 entries ( 100 % ). Overall 7991973 ( 79.9197 % ) of required 10000000 entries. 2014-06-14 15:28:10 | Using evaluation file (47/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.20.root.1183992426505638073 2014-06-14 15:28:10 | -> Pre-selected 94316 entries from 94316 ( 100 % ) 2014-06-14 15:28:42 | -> Selected 94316 entries ( 100 % ). Overall 8086289 ( 80.8629 % ) of required 10000000 entries. 2014-06-14 15:28:42 | Using evaluation file (48/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BsD0PhiKpi/ANNPID.22.root.1183992426505638073 2014-06-14 15:28:43 | -> Pre-selected 7822 entries from 7822 ( 100 % ) 2014-06-14 15:28:45 | -> Selected 7822 entries ( 100 % ). Overall 8094111 ( 80.9411 % ) of required 10000000 entries. 2014-06-14 15:28:45 | Using evaluation file (49/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.48.root.1183992426505638073 2014-06-14 15:28:46 | -> Pre-selected 245294 entries from 245294 ( 100 % ) 2014-06-14 15:30:28 | -> Selected 245294 entries ( 100 % ). Overall 8339405 ( 83.394 % ) of required 10000000 entries. 2014-06-14 15:30:28 | Using evaluation file (50/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.117.root.1183992426505638073 2014-06-14 15:30:28 | -> Pre-selected 86235 entries from 86235 ( 100 % ) 2014-06-14 15:31:00 | -> Selected 86235 entries ( 100 % ). Overall 8425640 ( 84.2564 % ) of required 10000000 entries. 2014-06-14 15:31:00 | Using evaluation file (51/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.63.root.1183992426505638073 2014-06-14 15:31:01 | -> Pre-selected 130010 entries from 130010 ( 100 % ) 2014-06-14 15:31:51 | -> Selected 130010 entries ( 100 % ). Overall 8555650 ( 85.5565 % ) of required 10000000 entries. 2014-06-14 15:31:51 | Using evaluation file (52/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.52.root.1183992426505638073 2014-06-14 15:31:51 | -> Pre-selected 230456 entries from 230456 ( 100 % ) 2014-06-14 15:33:19 | -> Selected 230456 entries ( 100 % ). Overall 8786106 ( 87.8611 % ) of required 10000000 entries. 2014-06-14 15:33:19 | Using evaluation file (53/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.16.root.1183992426505638073 2014-06-14 15:33:19 | -> Pre-selected 101440 entries from 101440 ( 100 % ) 2014-06-14 15:33:58 | -> Selected 101440 entries ( 100 % ). Overall 8887546 ( 88.8755 % ) of required 10000000 entries. 2014-06-14 15:33:58 | Using evaluation file (54/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.61.root.1183992426505638073 2014-06-14 15:33:58 | -> Pre-selected 15216 entries from 15216 ( 100 % ) 2014-06-14 15:34:04 | -> Selected 15216 entries ( 100 % ). Overall 8902762 ( 89.0276 % ) of required 10000000 entries. 2014-06-14 15:34:04 | Using evaluation file (55/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.141.root.1183992426505638073 2014-06-14 15:34:04 | -> Pre-selected 168831 entries from 168831 ( 100 % ) 2014-06-14 15:35:09 | -> Selected 168831 entries ( 100 % ). Overall 9071593 ( 90.7159 % ) of required 10000000 entries. 2014-06-14 15:35:09 | Using evaluation file (56/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.61.root.1183992426505638073 2014-06-14 15:35:10 | -> Pre-selected 408217 entries from 408217 ( 100 % ) 2014-06-14 15:37:45 | -> Selected 408217 entries ( 100 % ). Overall 9479810 ( 94.7981 % ) of required 10000000 entries. 2014-06-14 15:37:45 | Using evaluation file (57/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.35.root.1183992426505638073 2014-06-14 15:37:45 | -> Pre-selected 20189 entries from 20189 ( 100 % ) 2014-06-14 15:37:52 | -> Selected 20189 entries ( 100 % ). Overall 9499999 ( 95 % ) of required 10000000 entries. 2014-06-14 15:37:52 | Using evaluation file (58/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.63.root.1183992426505638073 2014-06-14 15:37:52 | -> Pre-selected 430647 entries from 430647 ( 100 % ) 2014-06-14 15:40:10 | -> Selected 430647 entries ( 100 % ). Overall 9930646 ( 99.3065 % ) of required 10000000 entries. 2014-06-14 15:40:10 | Using evaluation file (59/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.3.root.1183992426505638073 2014-06-14 15:40:11 | -> Pre-selected 230374 entries from 230374 ( 100 % ) 2014-06-14 15:40:36 | -> Selected 69354 entries ( 30.105 % ). Overall 10000000 ( 100 % ) of required 10000000 entries. 2014-06-14 15:40:36 | Considered 10000000 tracks for input to MVA evaluation 2014-06-14 15:40:36 | Sel. Eff. = 100% 2014-06-14 15:40:36 | Selected 10000000 tracks for input to MVA evaluation 2014-06-14 15:40:36 | Ghost percentage = 37.0219% 2014-06-14 15:40:36 | Electron percentage = 0.30001% 2014-06-14 15:40:36 | Muon percentage = 0.45916% 2014-06-14 15:40:36 | Pion percentage = 50.196% 2014-06-14 15:40:36 | Kaon percentage = 8.21024% 2014-06-14 15:40:36 | Unknown Particle type 411 2014-06-14 15:40:36 | percentage = 0.00011% 2014-06-14 15:40:36 | Unknown Particle type 431 2014-06-14 15:40:36 | percentage = 1e-05% 2014-06-14 15:40:36 | Unknown Particle type 521 2014-06-14 15:40:36 | percentage = 3e-05% 2014-06-14 15:40:36 | Proton percentage = 3.79201% 2014-06-14 15:40:36 | Unknown Particle type 3112 2014-06-14 15:40:36 | percentage = 0.00444% 2014-06-14 15:40:36 | Unknown Particle type 3222 2014-06-14 15:40:36 | percentage = 0.01453% 2014-06-14 15:40:36 | Unknown Particle type 3312 2014-06-14 15:40:36 | percentage = 0.0016% 2014-06-14 15:40:36 | Unknown Particle type 3334 2014-06-14 15:40:36 | percentage = 1e-05% 2014-06-14 15:40:36 | Making input variable plots 2014-06-14 15:41:07 | Making purity plots 2014-06-14 15:41:08 | Making MVA Output plots 2014-06-14 15:41:10 | Making DLL Output plots 2014-06-14 15:41:11 | Making MVA DLL Correlation plots 2014-06-14 15:41:12 | Making MVA V P eff plots 2014-06-14 15:41:35 | Making DLL V P eff plots 2014-06-14 15:42:11 | Making MVA eff. V DLL cut plots 2014-06-14 15:42:35 | Making DLL eff. V MVA cut plots 2014-06-14 15:42:55 | Making final performance plots ... 2014-06-14 15:42:55 | Creating Eff V Purity text file : text/Kaons/EvalWithPreSel/LongKaonEffVPurity-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 15:42:56 | Creating Eff V OverallMisID text file : text/Kaons/EvalWithPreSel/LongKaonEffVOverallMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 15:42:57 | Creating Eff V Electron MisID text file : text/Kaons/EvalWithPreSel/LongKaonEffVElectronMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 15:42:57 | Creating Eff V Ghost MisID text file : text/Kaons/EvalWithPreSel/LongKaonEffVGhostMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 15:42:58 | Creating Eff V Muon MisID text file : text/Kaons/EvalWithPreSel/LongKaonEffVMuonMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 15:42:58 | Creating Eff V Pion MisID text file : text/Kaons/EvalWithPreSel/LongKaonEffVPionMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 15:42:58 | Creating Eff V Proton MisID text file : text/Kaons/EvalWithPreSel/LongKaonEffVProtonMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 15:42:58 | Closing Long-Kaon-evaluation.root 2014-06-14 15:45:22 | Finished... 2014-06-14 15:45:27 | Cache directory = '/lwork/jonesc/ANNPID-DataCache' 2014-06-14 15:45:27 | Network Config file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/GlobalPID_Kaon_Long_ANN.txt 2014-06-14 15:45:27 | Training parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/train-config.txt 2014-06-14 15:45:27 | Particle type = Kaon 2014-06-14 15:45:27 | Background types = All 2014-06-14 15:45:27 | Training Mix = NaturalMix 2014-06-14 15:45:27 | Track type = Long 2014-06-14 15:45:27 | Track PresSel = NoTrackPreSelection.txt 2014-06-14 15:45:27 | Network type = TMVA 2014-06-14 15:45:27 | Ghost treatment = NoGhosts Ghosts 2014-06-14 15:45:27 | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2014-06-14 15:45:27 | Reweighting = ReweightRICH2 2014-06-14 15:45:27 | Output file = GlobalPID_Kaon_Long_TMVA.weights.xml 2014-06-14 15:45:27 | Skipping input #TrackCloneDist 2014-06-14 15:45:27 | Skipping input #RichAboveElThres 2014-06-14 15:45:27 | Skipping input #RichAboveMuThres 2014-06-14 15:45:27 | Creating selection from 'NoTrackPreSelection.txt' 2014-06-14 15:45:27 | -> # very very loose. Essentially no cuts 2014-06-14 15:45:27 | -> TrackLikelihood > -100.0 2014-06-14 15:45:27 | -> TrackP > 0 2014-06-14 15:45:27 | -> TrackPt > 0 2014-06-14 15:45:27 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-14 15:45:27 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-14 15:45:27 | Training sample size = 1200000 2014-06-14 15:45:27 | Evaluation sample size = 10000000 2014-06-14 15:45:27 | Reading Parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/MVA.txt 2014-06-14 15:45:27 | -> NBTASK = CLA 2014-06-14 15:45:27 | -> NBMOM = 0.0 2014-06-14 15:45:27 | -> NBREG = ALL 2014-06-14 15:45:27 | -> TMVAVALIDATIONFRAC = 0.3 2014-06-14 15:45:27 | -> TMVATESTFRAC = 0.3 2014-06-14 15:45:27 | -> HiddenLayerScaleFactor = 1.4 2014-06-14 15:45:27 | -> TMVAMETHOD = MLP 2014-06-14 15:45:27 | -> TMVAUSEREGULATOR = false 2014-06-14 15:45:27 | -> TMVAMLPNCYCLES = 750 2014-06-14 15:45:27 | -> TMVAVARTRANSFORM = Norm 2014-06-14 15:45:27 | -> TMVAMLPNEURONTYPE = tanh 2014-06-14 15:45:27 | -> TMVAMLPMETHOD = BP 2014-06-14 15:45:27 | -> TMVAMLPESTIMATORTYPE = CE 2014-06-14 15:45:27 | -> TMVAMLPCONVIMPROVE = 1e-16 2014-06-14 15:45:27 | -> TMVAMLPCONVTEST = 15 2014-06-14 15:45:27 | -> TMVABDTBOOSTTYPE = AdaBoost 2014-06-14 15:45:27 | -> TMVABDTNTREES = 800 2014-06-14 15:45:27 | -> TMVABDTPRUNEMETHOD = CostComplexity 2014-06-14 15:45:27 | -> TMVABDTMAXTREEDEPTH = 3 2014-06-14 15:45:27 | Reading Parameters file = Eval.txt 2014-06-14 15:45:27 | -> EVALMODE = EvalNoPreSel 2014-06-14 15:45:27 | -> EVALDATA = Mixture 2014-06-14 15:45:27 | Node layer two scale = 1.4 2014-06-14 15:45:27 | Input layer has 37 nodes, hidden layer has 50 nodes 2014-06-14 15:45:27 | Input Data file = TrainingFiles-Mixture.txt 2014-06-14 15:45:27 | Using 4496 data files 2014-06-14 15:45:27 | Training Datafile Selection hash = 1183992426505638073 2014-06-14 15:45:27 | Using training file (1/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.75.root.1183992426505638073 2014-06-14 15:45:27 | -> Pre-selected 47643 entries from 47643 ( 100 % ) 2014-06-14 15:45:29 | -> Selected 31198 entries ( 65.4829 % ). Overall 31198 ( 2.59983 % ) of required 1200000 entries. 2014-06-14 15:45:29 | Using training file (2/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.32.root.1183992426505638073 2014-06-14 15:45:29 | -> Pre-selected 121411 entries from 121411 ( 100 % ) 2014-06-14 15:45:32 | -> Selected 74704 entries ( 61.5298 % ). Overall 105902 ( 8.82517 % ) of required 1200000 entries. 2014-06-14 15:45:32 | Using training file (3/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.65.root.1183992426505638073 2014-06-14 15:45:33 | -> Pre-selected 459028 entries from 459028 ( 100 % ) 2014-06-14 15:45:44 | -> Selected 278741 entries ( 60.7242 % ). Overall 384643 ( 32.0536 % ) of required 1200000 entries. 2014-06-14 15:45:44 | Using training file (4/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.11.root.1183992426505638073 2014-06-14 15:45:44 | -> Pre-selected 112541 entries from 112541 ( 100 % ) 2014-06-14 15:45:46 | -> Selected 69132 entries ( 61.4283 % ). Overall 453775 ( 37.8146 % ) of required 1200000 entries. 2014-06-14 15:45:46 | Using training file (5/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.32.root.1183992426505638073 2014-06-14 15:45:47 | -> Pre-selected 305774 entries from 305774 ( 100 % ) 2014-06-14 15:45:55 | -> Selected 195333 entries ( 63.8815 % ). Overall 649108 ( 54.0923 % ) of required 1200000 entries. 2014-06-14 15:45:55 | Using training file (6/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.148.root.1183992426505638073 2014-06-14 15:45:55 | -> Pre-selected 290109 entries from 290109 ( 100 % ) 2014-06-14 15:46:02 | -> Selected 182371 entries ( 62.8629 % ). Overall 831479 ( 69.2899 % ) of required 1200000 entries. 2014-06-14 15:46:02 | Using training file (7/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.32.root.1183992426505638073 2014-06-14 15:46:03 | -> Pre-selected 232194 entries from 232194 ( 100 % ) 2014-06-14 15:46:09 | -> Selected 145276 entries ( 62.5666 % ). Overall 976755 ( 81.3962 % ) of required 1200000 entries. 2014-06-14 15:46:09 | Using training file (8/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.26.root.1183992426505638073 2014-06-14 15:46:09 | -> Pre-selected 408657 entries from 408657 ( 100 % ) 2014-06-14 15:46:19 | -> Selected 223245 entries ( 54.6289 % ). Overall 1200000 ( 100 % ) of required 1200000 entries. 2014-06-14 15:46:19 | Considered 1919918 tracks for input to MVA training 2014-06-14 15:46:19 | Sel. Eff. = 62.5027% 2014-06-14 15:46:19 | Selected 1200000/0 tracks for input to MVA training/testing 2014-06-14 15:46:19 | Electron percentage = 0.462% 2014-06-14 15:46:19 | Muon percentage = 2.067% 2014-06-14 15:46:19 | Pion percentage = 79.4964% 2014-06-14 15:46:19 | Kaon percentage = 11.5829% 2014-06-14 15:46:19 | Unknown Particle type 411 2014-06-14 15:46:19 | percentage = 0.00025% 2014-06-14 15:46:19 | Unknown Particle type 521 2014-06-14 15:46:19 | percentage = 0.000166667% 2014-06-14 15:46:19 | Proton percentage = 6.36017% 2014-06-14 15:46:19 | Unknown Particle type 3112 2014-06-14 15:46:19 | percentage = 0.00516667% 2014-06-14 15:46:19 | Unknown Particle type 3222 2014-06-14 15:46:19 | percentage = 0.0236667% 2014-06-14 15:46:19 | Unknown Particle type 3312 2014-06-14 15:46:19 | percentage = 0.00225% 2014-06-14 15:46:19 | Created Plots directory Long-Kaon-evaluation.root:/TrainMixture/EvalMixture/EvalNoPreSel 2014-06-14 15:46:19 | Making plots for input TrackP 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.010 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.025 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.050 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.075 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.100 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.125 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.150 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.175 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.200 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.300 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.350 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.400 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.450 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.500 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.600 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.700 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.800 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.900 2014-06-14 15:46:19 | Creating ROOT directory MVAcut0.950 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-8.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-7.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-6.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-5.500 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-5.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-4.500 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-4.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-3.500 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-3.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-2.500 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-2.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-1.500 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-1.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut-0.500 2014-06-14 15:46:19 | Creating ROOT directory DLLcut0.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut0.500 2014-06-14 15:46:19 | Creating ROOT directory DLLcut1.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut1.500 2014-06-14 15:46:19 | Creating ROOT directory DLLcut2.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut2.500 2014-06-14 15:46:19 | Creating ROOT directory DLLcut3.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut3.500 2014-06-14 15:46:19 | Creating ROOT directory DLLcut4.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut4.500 2014-06-14 15:46:19 | Creating ROOT directory DLLcut5.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut5.500 2014-06-14 15:46:19 | Creating ROOT directory DLLcut6.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut7.000 2014-06-14 15:46:19 | Creating ROOT directory DLLcut8.000 2014-06-14 15:46:19 | Making plots for input TrackPt 2014-06-14 15:46:19 | Making plots for input TrackChi2PerDof 2014-06-14 15:46:19 | Making plots for input TrackNumDof 2014-06-14 15:46:19 | Making plots for input TrackLikelihood 2014-06-14 15:46:19 | Making plots for input TrackGhostProbability 2014-06-14 15:46:19 | Making plots for input TrackFitMatchChi2 2014-06-14 15:46:19 | Making plots for input TrackFitVeloChi2 2014-06-14 15:46:19 | Making plots for input TrackFitVeloNDoF 2014-06-14 15:46:19 | Making plots for input TrackFitTChi2 2014-06-14 15:46:19 | Making plots for input TrackFitTNDoF 2014-06-14 15:46:19 | Making plots for input RichUsedAero 2014-06-14 15:46:19 | Making plots for input RichUsedR1Gas 2014-06-14 15:46:19 | Making plots for input RichUsedR2Gas 2014-06-14 15:46:19 | Making plots for input RichAbovePiThres 2014-06-14 15:46:19 | Making plots for input RichAboveKaThres 2014-06-14 15:46:19 | Making plots for input RichAbovePrThres 2014-06-14 15:46:19 | Making plots for input RichDLLe 2014-06-14 15:46:19 | Making plots for input RichDLLmu 2014-06-14 15:46:19 | Making plots for input RichDLLk 2014-06-14 15:46:19 | Making plots for input RichDLLp 2014-06-14 15:46:19 | Making plots for input RichDLLbt 2014-06-14 15:46:19 | Making plots for input MuonBkgLL 2014-06-14 15:46:19 | Making plots for input MuonMuLL 2014-06-14 15:46:19 | Making plots for input MuonIsMuon 2014-06-14 15:46:19 | Making plots for input MuonNShared 2014-06-14 15:46:19 | Making plots for input InAccMuon 2014-06-14 15:46:19 | Making plots for input MuonIsLooseMuon 2014-06-14 15:46:19 | Making plots for input EcalPIDe 2014-06-14 15:46:19 | Making plots for input EcalPIDmu 2014-06-14 15:46:19 | Making plots for input HcalPIDe 2014-06-14 15:46:19 | Making plots for input HcalPIDmu 2014-06-14 15:46:19 | Making plots for input PrsPIDe 2014-06-14 15:46:19 | Making plots for input InAccBrem 2014-06-14 15:46:19 | Making plots for input BremPIDe 2014-06-14 15:46:19 | Making plots for input VeloCharge --- Reader : Booking "MLP" of type "MLP" from GlobalPID_Kaon_Long_TMVA.weights.xml. --- MethodBase : Reading weight file: GlobalPID_Kaon_Long_TMVA.weights.xml --- Kaon_Long_TMVA : Read method "Kaon_Long_TMVA" of type "MLP" --- Kaon_Long_TMVA : MVA method was trained with TMVA Version: 4.2.0 --- Kaon_Long_TMVA : MVA method was trained with ROOT Version: 5.34/18 --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 --- Kaon_Long_TMVA : Building Network --- Kaon_Long_TMVA : Initializing weights --- Reader : Booked classifier "Kaon_Long_TMVA" of type: "MLP" 2014-06-14 15:46:19 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-14 15:46:19 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-14 15:46:19 | Evaluation mode 'EvalNoPreSel' 2014-06-14 15:46:19 | Will NOT apply track pre-selection during evaluation 2014-06-14 15:46:19 | Will apply track MC pre-selection during evaluation 2014-06-14 15:46:19 | Evaluation Datafile Selection hash = 1436521400490699518 2014-06-14 15:46:19 | Using evaluation file (9/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.44.root.1436521400490699518 2014-06-14 15:46:19 | -> Pre-selected 112166 entries from 112166 ( 100 % ) 2014-06-14 15:46:59 | -> Selected 112166 entries ( 100 % ). Overall 112166 ( 1.12166 % ) of required 10000000 entries. 2014-06-14 15:46:59 | Using evaluation file (10/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.52.root.1436521400490699518 2014-06-14 15:47:00 | -> Pre-selected 238692 entries from 238692 ( 100 % ) 2014-06-14 15:48:27 | -> Selected 238692 entries ( 100 % ). Overall 350858 ( 3.50858 % ) of required 10000000 entries. 2014-06-14 15:48:27 | Using evaluation file (11/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.258.root.1436521400490699518 2014-06-14 15:48:28 | -> Pre-selected 482483 entries from 482483 ( 100 % ) 2014-06-14 15:51:18 | -> Selected 482483 entries ( 100 % ). Overall 833341 ( 8.33341 % ) of required 10000000 entries. 2014-06-14 15:51:18 | Using evaluation file (12/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.31.root.1436521400490699518 2014-06-14 15:51:19 | -> Pre-selected 416221 entries from 416221 ( 100 % ) 2014-06-14 15:53:46 | -> Selected 416221 entries ( 100 % ). Overall 1249562 ( 12.4956 % ) of required 10000000 entries. 2014-06-14 15:53:46 | Using evaluation file (13/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.139.root.1436521400490699518 2014-06-14 15:53:46 | -> Pre-selected 106722 entries from 106722 ( 100 % ) 2014-06-14 15:54:24 | -> Selected 106722 entries ( 100 % ). Overall 1356284 ( 13.5628 % ) of required 10000000 entries. 2014-06-14 15:54:24 | Using evaluation file (14/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.5.root.1436521400490699518 2014-06-14 15:54:24 | -> Pre-selected 283653 entries from 283653 ( 100 % ) 2014-06-14 15:56:02 | -> Selected 283653 entries ( 100 % ). Overall 1639937 ( 16.3994 % ) of required 10000000 entries. 2014-06-14 15:56:02 | Using evaluation file (15/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.143.root.1436521400490699518 2014-06-14 15:56:02 | -> Pre-selected 74272 entries from 74272 ( 100 % ) 2014-06-14 15:56:27 | -> Selected 74272 entries ( 100 % ). Overall 1714209 ( 17.1421 % ) of required 10000000 entries. 2014-06-14 15:56:27 | Using evaluation file (16/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.231.root.1436521400490699518 2014-06-14 15:56:27 | -> Pre-selected 476423 entries from 476423 ( 100 % ) 2014-06-14 15:59:13 | -> Selected 476423 entries ( 100 % ). Overall 2190632 ( 21.9063 % ) of required 10000000 entries. 2014-06-14 15:59:13 | Using evaluation file (17/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.61.root.1436521400490699518 2014-06-14 15:59:13 | -> Pre-selected 20305 entries from 20305 ( 100 % ) 2014-06-14 15:59:20 | -> Selected 20305 entries ( 100 % ). Overall 2210937 ( 22.1094 % ) of required 10000000 entries. 2014-06-14 15:59:20 | Using evaluation file (18/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.110.root.1436521400490699518 2014-06-14 15:59:20 | -> Pre-selected 95205 entries from 95205 ( 100 % ) 2014-06-14 15:59:53 | -> Selected 95205 entries ( 100 % ). Overall 2306142 ( 23.0614 % ) of required 10000000 entries. 2014-06-14 15:59:53 | Using evaluation file (19/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.69.root.1436521400490699518 2014-06-14 15:59:53 | -> Pre-selected 273323 entries from 273323 ( 100 % ) 2014-06-14 16:01:28 | -> Selected 273323 entries ( 100 % ). Overall 2579465 ( 25.7947 % ) of required 10000000 entries. 2014-06-14 16:01:28 | Using evaluation file (20/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.84.root.1436521400490699518 2014-06-14 16:01:28 | -> Pre-selected 227107 entries from 227107 ( 100 % ) 2014-06-14 16:02:46 | -> Selected 227107 entries ( 100 % ). Overall 2806572 ( 28.0657 % ) of required 10000000 entries. 2014-06-14 16:02:46 | Using evaluation file (21/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Zgee40GeV/ANNPID.16.root.1436521400490699518 2014-06-14 16:02:47 | -> Pre-selected 273399 entries from 273399 ( 100 % ) 2014-06-14 16:04:23 | -> Selected 273399 entries ( 100 % ). Overall 3079971 ( 30.7997 % ) of required 10000000 entries. 2014-06-14 16:04:23 | Using evaluation file (22/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.141.root.1436521400490699518 2014-06-14 16:04:23 | -> Pre-selected 97902 entries from 97902 ( 100 % ) 2014-06-14 16:04:57 | -> Selected 97902 entries ( 100 % ). Overall 3177873 ( 31.7787 % ) of required 10000000 entries. 2014-06-14 16:04:57 | Using evaluation file (23/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.24.root.1436521400490699518 2014-06-14 16:04:57 | -> Pre-selected 295783 entries from 295783 ( 100 % ) 2014-06-14 16:06:42 | -> Selected 295783 entries ( 100 % ). Overall 3473656 ( 34.7366 % ) of required 10000000 entries. 2014-06-14 16:06:42 | Using evaluation file (24/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.149.root.1436521400490699518 2014-06-14 16:06:42 | -> Pre-selected 125578 entries from 125578 ( 100 % ) 2014-06-14 16:07:26 | -> Selected 125578 entries ( 100 % ). Overall 3599234 ( 35.9923 % ) of required 10000000 entries. 2014-06-14 16:07:26 | Using evaluation file (25/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.39.root.1436521400490699518 2014-06-14 16:07:26 | -> Pre-selected 390893 entries from 390893 ( 100 % ) 2014-06-14 16:09:38 | -> Selected 390893 entries ( 100 % ). Overall 3990127 ( 39.9013 % ) of required 10000000 entries. 2014-06-14 16:09:38 | Using evaluation file (26/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.203.root.1436521400490699518 2014-06-14 16:09:38 | -> Pre-selected 289216 entries from 289216 ( 100 % ) 2014-06-14 16:11:06 | -> Selected 289216 entries ( 100 % ). Overall 4279343 ( 42.7934 % ) of required 10000000 entries. 2014-06-14 16:11:06 | Using evaluation file (27/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.56.root.1436521400490699518 2014-06-14 16:11:06 | -> Pre-selected 447543 entries from 447543 ( 100 % ) 2014-06-14 16:13:45 | -> Selected 447543 entries ( 100 % ). Overall 4726886 ( 47.2689 % ) of required 10000000 entries. 2014-06-14 16:13:45 | Using evaluation file (28/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bs4mu/ANNPID.33.root.1436521400490699518 2014-06-14 16:13:45 | -> Pre-selected 199209 entries from 199209 ( 100 % ) 2014-06-14 16:15:15 | -> Selected 199209 entries ( 100 % ). Overall 4926095 ( 49.261 % ) of required 10000000 entries. 2014-06-14 16:15:15 | Using evaluation file (29/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.3.root.1436521400490699518 2014-06-14 16:15:15 | -> Pre-selected 50585 entries from 50585 ( 100 % ) 2014-06-14 16:15:37 | -> Selected 50585 entries ( 100 % ). Overall 4976680 ( 49.7668 % ) of required 10000000 entries. 2014-06-14 16:15:37 | Using evaluation file (30/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.30.root.1436521400490699518 2014-06-14 16:15:37 | -> Pre-selected 72731 entries from 72731 ( 100 % ) 2014-06-14 16:16:09 | -> Selected 72731 entries ( 100 % ). Overall 5049411 ( 50.4941 % ) of required 10000000 entries. 2014-06-14 16:16:09 | Using evaluation file (31/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.50.root.1436521400490699518 2014-06-14 16:16:09 | -> Pre-selected 116287 entries from 116287 ( 100 % ) 2014-06-14 16:16:57 | -> Selected 116287 entries ( 100 % ). Overall 5165698 ( 51.657 % ) of required 10000000 entries. 2014-06-14 16:16:57 | Using evaluation file (32/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.33.root.1436521400490699518 2014-06-14 16:16:57 | -> Pre-selected 320027 entries from 320027 ( 100 % ) 2014-06-14 16:19:26 | -> Selected 320027 entries ( 100 % ). Overall 5485725 ( 54.8573 % ) of required 10000000 entries. 2014-06-14 16:19:26 | Using evaluation file (33/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.28.root.1436521400490699518 2014-06-14 16:19:26 | -> Pre-selected 51378 entries from 51378 ( 100 % ) 2014-06-14 16:19:49 | -> Selected 51378 entries ( 100 % ). Overall 5537103 ( 55.371 % ) of required 10000000 entries. 2014-06-14 16:19:49 | Using evaluation file (34/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.200.root.1436521400490699518 2014-06-14 16:19:49 | -> Pre-selected 117097 entries from 117097 ( 100 % ) 2014-06-14 16:20:47 | -> Selected 117097 entries ( 100 % ). Overall 5654200 ( 56.542 % ) of required 10000000 entries. 2014-06-14 16:20:47 | Using evaluation file (35/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.126.root.1436521400490699518 2014-06-14 16:20:47 | -> Pre-selected 343894 entries from 343894 ( 100 % ) 2014-06-14 16:23:37 | -> Selected 343894 entries ( 100 % ). Overall 5998094 ( 59.9809 % ) of required 10000000 entries. 2014-06-14 16:23:37 | Using evaluation file (36/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.13.root.1436521400490699518 2014-06-14 16:23:37 | -> Pre-selected 12603 entries from 12603 ( 100 % ) 2014-06-14 16:23:42 | -> Selected 12603 entries ( 100 % ). Overall 6010697 ( 60.107 % ) of required 10000000 entries. 2014-06-14 16:23:42 | Using evaluation file (37/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.78.root.1436521400490699518 2014-06-14 16:23:42 | -> Pre-selected 55680 entries from 55680 ( 100 % ) 2014-06-14 16:24:07 | -> Selected 55680 entries ( 100 % ). Overall 6066377 ( 60.6638 % ) of required 10000000 entries. 2014-06-14 16:24:07 | Using evaluation file (38/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.261.root.1436521400490699518 2014-06-14 16:24:07 | -> Pre-selected 868 entries from 868 ( 100 % ) 2014-06-14 16:24:07 | -> Selected 868 entries ( 100 % ). Overall 6067245 ( 60.6724 % ) of required 10000000 entries. 2014-06-14 16:24:07 | Using evaluation file (39/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.153.root.1436521400490699518 2014-06-14 16:24:07 | -> Pre-selected 80415 entries from 80415 ( 100 % ) 2014-06-14 16:24:48 | -> Selected 80415 entries ( 100 % ). Overall 6147660 ( 61.4766 % ) of required 10000000 entries. 2014-06-14 16:24:48 | Using evaluation file (40/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.294.root.1436521400490699518 2014-06-14 16:24:48 | -> Pre-selected 319352 entries from 319352 ( 100 % ) 2014-06-14 16:27:42 | -> Selected 319352 entries ( 100 % ). Overall 6467012 ( 64.6701 % ) of required 10000000 entries. 2014-06-14 16:27:42 | Using evaluation file (41/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.172.root.1436521400490699518 2014-06-14 16:27:42 | -> Pre-selected 353054 entries from 353054 ( 100 % ) 2014-06-14 16:29:32 | -> Selected 353054 entries ( 100 % ). Overall 6820066 ( 68.2007 % ) of required 10000000 entries. 2014-06-14 16:29:32 | Using evaluation file (42/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.56.root.1436521400490699518 2014-06-14 16:29:32 | -> Pre-selected 233835 entries from 233835 ( 100 % ) 2014-06-14 16:30:47 | -> Selected 233835 entries ( 100 % ). Overall 7053901 ( 70.539 % ) of required 10000000 entries. 2014-06-14 16:30:47 | Using evaluation file (43/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.58.root.1436521400490699518 2014-06-14 16:30:47 | -> Pre-selected 61692 entries from 61692 ( 100 % ) 2014-06-14 16:31:06 | -> Selected 61692 entries ( 100 % ). Overall 7115593 ( 71.1559 % ) of required 10000000 entries. 2014-06-14 16:31:06 | Using evaluation file (44/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.54.root.1436521400490699518 2014-06-14 16:31:07 | -> Pre-selected 302531 entries from 302531 ( 100 % ) 2014-06-14 16:32:41 | -> Selected 302531 entries ( 100 % ). Overall 7418124 ( 74.1812 % ) of required 10000000 entries. 2014-06-14 16:32:41 | Using evaluation file (45/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.43.root.1436521400490699518 2014-06-14 16:32:42 | -> Pre-selected 82471 entries from 82471 ( 100 % ) 2014-06-14 16:33:07 | -> Selected 82471 entries ( 100 % ). Overall 7500595 ( 75.0059 % ) of required 10000000 entries. 2014-06-14 16:33:07 | Using evaluation file (46/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaMuMu/ANNPID.36.root.1436521400490699518 2014-06-14 16:33:07 | -> Pre-selected 279594 entries from 279594 ( 100 % ) 2014-06-14 16:34:35 | -> Selected 279594 entries ( 100 % ). Overall 7780189 ( 77.8019 % ) of required 10000000 entries. 2014-06-14 16:34:35 | Using evaluation file (47/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.40.root.1436521400490699518 2014-06-14 16:34:35 | -> Pre-selected 426799 entries from 426799 ( 100 % ) 2014-06-14 16:36:49 | -> Selected 426799 entries ( 100 % ). Overall 8206988 ( 82.0699 % ) of required 10000000 entries. 2014-06-14 16:36:49 | Using evaluation file (48/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.2.root.1436521400490699518 2014-06-14 16:36:49 | -> Pre-selected 98864 entries from 98864 ( 100 % ) 2014-06-14 16:37:20 | -> Selected 98864 entries ( 100 % ). Overall 8305852 ( 83.0585 % ) of required 10000000 entries. 2014-06-14 16:37:20 | Using evaluation file (49/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.25.root.1436521400490699518 2014-06-14 16:37:20 | -> Pre-selected 259218 entries from 259218 ( 100 % ) 2014-06-14 16:38:41 | -> Selected 259218 entries ( 100 % ). Overall 8565070 ( 85.6507 % ) of required 10000000 entries. 2014-06-14 16:38:41 | Using evaluation file (50/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.289.root.1436521400490699518 2014-06-14 16:38:41 | -> Pre-selected 325511 entries from 325511 ( 100 % ) 2014-06-14 16:40:22 | -> Selected 325511 entries ( 100 % ). Overall 8890581 ( 88.9058 % ) of required 10000000 entries. 2014-06-14 16:40:22 | Using evaluation file (51/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.15.root.1436521400490699518 2014-06-14 16:40:22 | -> Pre-selected 103279 entries from 103279 ( 100 % ) 2014-06-14 16:40:55 | -> Selected 103279 entries ( 100 % ). Overall 8993860 ( 89.9386 % ) of required 10000000 entries. 2014-06-14 16:40:55 | Using evaluation file (52/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.31.root.1436521400490699518 2014-06-14 16:40:55 | -> Pre-selected 104478 entries from 104478 ( 100 % ) 2014-06-14 16:41:28 | -> Selected 104478 entries ( 100 % ). Overall 9098338 ( 90.9834 % ) of required 10000000 entries. 2014-06-14 16:41:28 | Using evaluation file (53/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BsD0PhiKpi/ANNPID.9.root.1436521400490699518 2014-06-14 16:41:28 | -> Pre-selected 106093 entries from 106093 ( 100 % ) 2014-06-14 16:42:02 | -> Selected 106093 entries ( 100 % ). Overall 9204431 ( 92.0443 % ) of required 10000000 entries. 2014-06-14 16:42:02 | Using evaluation file (54/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.8.root.1436521400490699518 2014-06-14 16:42:02 | -> Pre-selected 26111 entries from 26111 ( 100 % ) 2014-06-14 16:42:11 | -> Selected 26111 entries ( 100 % ). Overall 9230542 ( 92.3054 % ) of required 10000000 entries. 2014-06-14 16:42:11 | Using evaluation file (55/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.12.root.1436521400490699518 2014-06-14 16:42:11 | -> Pre-selected 224164 entries from 224164 ( 100 % ) 2014-06-14 16:43:22 | -> Selected 224164 entries ( 100 % ). Overall 9454706 ( 94.5471 % ) of required 10000000 entries. 2014-06-14 16:43:22 | Using evaluation file (56/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.136.root.1436521400490699518 2014-06-14 16:43:22 | -> Pre-selected 8085 entries from 8085 ( 100 % ) 2014-06-14 16:43:25 | -> Selected 8085 entries ( 100 % ). Overall 9462791 ( 94.6279 % ) of required 10000000 entries. 2014-06-14 16:43:25 | Using evaluation file (57/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.165.root.1436521400490699518 2014-06-14 16:43:25 | -> Pre-selected 482928 entries from 482928 ( 100 % ) 2014-06-14 16:46:04 | -> Selected 482928 entries ( 100 % ). Overall 9945719 ( 99.4572 % ) of required 10000000 entries. 2014-06-14 16:46:04 | Using evaluation file (58/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.107.root.1436521400490699518 2014-06-14 16:46:04 | -> Pre-selected 394236 entries from 394236 ( 100 % ) 2014-06-14 16:46:26 | -> Selected 54281 entries ( 13.7687 % ). Overall 10000000 ( 100 % ) of required 10000000 entries. 2014-06-14 16:46:26 | Considered 10000000 tracks for input to MVA evaluation 2014-06-14 16:46:26 | Sel. Eff. = 100% 2014-06-14 16:46:26 | Selected 10000000 tracks for input to MVA evaluation 2014-06-14 16:46:26 | Ghost percentage = 37.4477% 2014-06-14 16:46:26 | Electron percentage = 0.47305% 2014-06-14 16:46:26 | Muon percentage = 1.12659% 2014-06-14 16:46:26 | Pion percentage = 49.588% 2014-06-14 16:46:26 | Kaon percentage = 7.36627% 2014-06-14 16:46:26 | Unknown Particle type 411 2014-06-14 16:46:26 | percentage = 0.00014% 2014-06-14 16:46:26 | Unknown Particle type 431 2014-06-14 16:46:26 | percentage = 2e-05% 2014-06-14 16:46:26 | Unknown Particle type 521 2014-06-14 16:46:26 | percentage = 5e-05% 2014-06-14 16:46:26 | Proton percentage = 3.97549% 2014-06-14 16:46:26 | Unknown Particle type 3112 2014-06-14 16:46:26 | percentage = 0.00416% 2014-06-14 16:46:26 | Unknown Particle type 3222 2014-06-14 16:46:26 | percentage = 0.01722% 2014-06-14 16:46:26 | Unknown Particle type 3312 2014-06-14 16:46:26 | percentage = 0.00134% 2014-06-14 16:46:26 | Making input variable plots 2014-06-14 16:46:51 | Making purity plots 2014-06-14 16:46:52 | Making MVA Output plots 2014-06-14 16:46:53 | Making DLL Output plots 2014-06-14 16:46:54 | Making MVA DLL Correlation plots 2014-06-14 16:46:55 | Making MVA V P eff plots 2014-06-14 16:47:16 | Making DLL V P eff plots 2014-06-14 16:47:47 | Making MVA eff. V DLL cut plots 2014-06-14 16:48:18 | Making DLL eff. V MVA cut plots 2014-06-14 16:48:35 | Making final performance plots ... 2014-06-14 16:48:35 | Creating Eff V Purity text file : text/Mixture/EvalNoPreSel/LongKaonEffVPurity-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 16:48:36 | Creating Eff V OverallMisID text file : text/Mixture/EvalNoPreSel/LongKaonEffVOverallMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 16:48:36 | Creating Eff V Electron MisID text file : text/Mixture/EvalNoPreSel/LongKaonEffVElectronMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 16:48:37 | Creating Eff V Ghost MisID text file : text/Mixture/EvalNoPreSel/LongKaonEffVGhostMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 16:48:37 | Creating Eff V Muon MisID text file : text/Mixture/EvalNoPreSel/LongKaonEffVMuonMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 16:48:38 | Creating Eff V Pion MisID text file : text/Mixture/EvalNoPreSel/LongKaonEffVPionMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 16:48:38 | Creating Eff V Proton MisID text file : text/Mixture/EvalNoPreSel/LongKaonEffVProtonMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalMixtureGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 16:48:38 | Closing Long-Kaon-evaluation.root 2014-06-14 16:49:05 | Finished... 2014-06-14 16:49:09 | Cache directory = '/lwork/jonesc/ANNPID-DataCache' 2014-06-14 16:49:10 | Network Config file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/GlobalPID_Kaon_Long_ANN.txt 2014-06-14 16:49:10 | Training parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/train-config.txt 2014-06-14 16:49:10 | Particle type = Kaon 2014-06-14 16:49:10 | Background types = All 2014-06-14 16:49:10 | Training Mix = NaturalMix 2014-06-14 16:49:10 | Track type = Long 2014-06-14 16:49:10 | Track PresSel = NoTrackPreSelection.txt 2014-06-14 16:49:10 | Network type = TMVA 2014-06-14 16:49:10 | Ghost treatment = NoGhosts Ghosts 2014-06-14 16:49:10 | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2014-06-14 16:49:10 | Reweighting = ReweightRICH2 2014-06-14 16:49:10 | Output file = GlobalPID_Kaon_Long_TMVA.weights.xml 2014-06-14 16:49:10 | Skipping input #TrackCloneDist 2014-06-14 16:49:10 | Skipping input #RichAboveElThres 2014-06-14 16:49:10 | Skipping input #RichAboveMuThres 2014-06-14 16:49:10 | Creating selection from 'NoTrackPreSelection.txt' 2014-06-14 16:49:10 | -> # very very loose. Essentially no cuts 2014-06-14 16:49:10 | -> TrackLikelihood > -100.0 2014-06-14 16:49:10 | -> TrackP > 0 2014-06-14 16:49:10 | -> TrackPt > 0 2014-06-14 16:49:10 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-14 16:49:10 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-14 16:49:10 | Training sample size = 1200000 2014-06-14 16:49:10 | Evaluation sample size = 10000000 2014-06-14 16:49:10 | Reading Parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/MVA.txt 2014-06-14 16:49:10 | -> NBTASK = CLA 2014-06-14 16:49:10 | -> NBMOM = 0.0 2014-06-14 16:49:10 | -> NBREG = ALL 2014-06-14 16:49:10 | -> TMVAVALIDATIONFRAC = 0.3 2014-06-14 16:49:10 | -> TMVATESTFRAC = 0.3 2014-06-14 16:49:10 | -> HiddenLayerScaleFactor = 1.4 2014-06-14 16:49:10 | -> TMVAMETHOD = MLP 2014-06-14 16:49:10 | -> TMVAUSEREGULATOR = false 2014-06-14 16:49:10 | -> TMVAMLPNCYCLES = 750 2014-06-14 16:49:10 | -> TMVAVARTRANSFORM = Norm 2014-06-14 16:49:10 | -> TMVAMLPNEURONTYPE = tanh 2014-06-14 16:49:10 | -> TMVAMLPMETHOD = BP 2014-06-14 16:49:10 | -> TMVAMLPESTIMATORTYPE = CE 2014-06-14 16:49:10 | -> TMVAMLPCONVIMPROVE = 1e-16 2014-06-14 16:49:10 | -> TMVAMLPCONVTEST = 15 2014-06-14 16:49:10 | -> TMVABDTBOOSTTYPE = AdaBoost 2014-06-14 16:49:10 | -> TMVABDTNTREES = 800 2014-06-14 16:49:10 | -> TMVABDTPRUNEMETHOD = CostComplexity 2014-06-14 16:49:10 | -> TMVABDTMAXTREEDEPTH = 3 2014-06-14 16:49:10 | Reading Parameters file = Eval.txt 2014-06-14 16:49:10 | -> EVALMODE = EvalNoPreSel 2014-06-14 16:49:10 | -> EVALDATA = Heavy 2014-06-14 16:49:10 | Node layer two scale = 1.4 2014-06-14 16:49:10 | Input layer has 37 nodes, hidden layer has 50 nodes 2014-06-14 16:49:10 | Input Data file = TrainingFiles-Mixture.txt 2014-06-14 16:49:10 | Using 4496 data files 2014-06-14 16:49:10 | Training Datafile Selection hash = 1183992426505638073 2014-06-14 16:49:10 | Using training file (1/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.75.root.1183992426505638073 2014-06-14 16:49:10 | -> Pre-selected 47643 entries from 47643 ( 100 % ) 2014-06-14 16:49:11 | -> Selected 31198 entries ( 65.4829 % ). Overall 31198 ( 2.59983 % ) of required 1200000 entries. 2014-06-14 16:49:11 | Using training file (2/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.32.root.1183992426505638073 2014-06-14 16:49:11 | -> Pre-selected 121411 entries from 121411 ( 100 % ) 2014-06-14 16:49:14 | -> Selected 74704 entries ( 61.5298 % ). Overall 105902 ( 8.82517 % ) of required 1200000 entries. 2014-06-14 16:49:14 | Using training file (3/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.65.root.1183992426505638073 2014-06-14 16:49:15 | -> Pre-selected 459028 entries from 459028 ( 100 % ) 2014-06-14 16:49:26 | -> Selected 278741 entries ( 60.7242 % ). Overall 384643 ( 32.0536 % ) of required 1200000 entries. 2014-06-14 16:49:26 | Using training file (4/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.11.root.1183992426505638073 2014-06-14 16:49:26 | -> Pre-selected 112541 entries from 112541 ( 100 % ) 2014-06-14 16:49:29 | -> Selected 69132 entries ( 61.4283 % ). Overall 453775 ( 37.8146 % ) of required 1200000 entries. 2014-06-14 16:49:29 | Using training file (5/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.32.root.1183992426505638073 2014-06-14 16:49:29 | -> Pre-selected 305774 entries from 305774 ( 100 % ) 2014-06-14 16:49:37 | -> Selected 195333 entries ( 63.8815 % ). Overall 649108 ( 54.0923 % ) of required 1200000 entries. 2014-06-14 16:49:37 | Using training file (6/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.148.root.1183992426505638073 2014-06-14 16:49:38 | -> Pre-selected 290109 entries from 290109 ( 100 % ) 2014-06-14 16:49:45 | -> Selected 182371 entries ( 62.8629 % ). Overall 831479 ( 69.2899 % ) of required 1200000 entries. 2014-06-14 16:49:45 | Using training file (7/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.32.root.1183992426505638073 2014-06-14 16:49:45 | -> Pre-selected 232194 entries from 232194 ( 100 % ) 2014-06-14 16:49:51 | -> Selected 145276 entries ( 62.5666 % ). Overall 976755 ( 81.3962 % ) of required 1200000 entries. 2014-06-14 16:49:51 | Using training file (8/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.26.root.1183992426505638073 2014-06-14 16:49:51 | -> Pre-selected 408657 entries from 408657 ( 100 % ) 2014-06-14 16:50:01 | -> Selected 223245 entries ( 54.6289 % ). Overall 1200000 ( 100 % ) of required 1200000 entries. 2014-06-14 16:50:01 | Considered 1919918 tracks for input to MVA training 2014-06-14 16:50:01 | Sel. Eff. = 62.5027% 2014-06-14 16:50:01 | Selected 1200000/0 tracks for input to MVA training/testing 2014-06-14 16:50:01 | Electron percentage = 0.462% 2014-06-14 16:50:01 | Muon percentage = 2.067% 2014-06-14 16:50:01 | Pion percentage = 79.4964% 2014-06-14 16:50:01 | Kaon percentage = 11.5829% 2014-06-14 16:50:01 | Unknown Particle type 411 2014-06-14 16:50:01 | percentage = 0.00025% 2014-06-14 16:50:01 | Unknown Particle type 521 2014-06-14 16:50:01 | percentage = 0.000166667% 2014-06-14 16:50:01 | Proton percentage = 6.36017% 2014-06-14 16:50:01 | Unknown Particle type 3112 2014-06-14 16:50:01 | percentage = 0.00516667% 2014-06-14 16:50:01 | Unknown Particle type 3222 2014-06-14 16:50:01 | percentage = 0.0236667% 2014-06-14 16:50:01 | Unknown Particle type 3312 2014-06-14 16:50:01 | percentage = 0.00225% 2014-06-14 16:50:01 | Created Plots directory Long-Kaon-evaluation.root:/TrainMixture/EvalHeavy/EvalNoPreSel 2014-06-14 16:50:01 | Making plots for input TrackP 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.010 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.025 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.050 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.075 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.100 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.125 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.150 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.175 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.200 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.300 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.350 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.400 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.450 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.500 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.600 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.700 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.800 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.900 2014-06-14 16:50:01 | Creating ROOT directory MVAcut0.950 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-8.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-7.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-6.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-5.500 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-5.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-4.500 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-4.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-3.500 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-3.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-2.500 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-2.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-1.500 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-1.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut-0.500 2014-06-14 16:50:01 | Creating ROOT directory DLLcut0.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut0.500 2014-06-14 16:50:01 | Creating ROOT directory DLLcut1.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut1.500 2014-06-14 16:50:01 | Creating ROOT directory DLLcut2.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut2.500 2014-06-14 16:50:01 | Creating ROOT directory DLLcut3.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut3.500 2014-06-14 16:50:01 | Creating ROOT directory DLLcut4.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut4.500 2014-06-14 16:50:01 | Creating ROOT directory DLLcut5.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut5.500 2014-06-14 16:50:01 | Creating ROOT directory DLLcut6.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut7.000 2014-06-14 16:50:01 | Creating ROOT directory DLLcut8.000 2014-06-14 16:50:01 | Making plots for input TrackPt 2014-06-14 16:50:01 | Making plots for input TrackChi2PerDof 2014-06-14 16:50:01 | Making plots for input TrackNumDof 2014-06-14 16:50:01 | Making plots for input TrackLikelihood 2014-06-14 16:50:01 | Making plots for input TrackGhostProbability 2014-06-14 16:50:01 | Making plots for input TrackFitMatchChi2 2014-06-14 16:50:01 | Making plots for input TrackFitVeloChi2 2014-06-14 16:50:01 | Making plots for input TrackFitVeloNDoF 2014-06-14 16:50:01 | Making plots for input TrackFitTChi2 2014-06-14 16:50:01 | Making plots for input TrackFitTNDoF 2014-06-14 16:50:01 | Making plots for input RichUsedAero 2014-06-14 16:50:01 | Making plots for input RichUsedR1Gas 2014-06-14 16:50:01 | Making plots for input RichUsedR2Gas 2014-06-14 16:50:01 | Making plots for input RichAbovePiThres 2014-06-14 16:50:01 | Making plots for input RichAboveKaThres 2014-06-14 16:50:01 | Making plots for input RichAbovePrThres 2014-06-14 16:50:01 | Making plots for input RichDLLe 2014-06-14 16:50:01 | Making plots for input RichDLLmu 2014-06-14 16:50:01 | Making plots for input RichDLLk 2014-06-14 16:50:01 | Making plots for input RichDLLp 2014-06-14 16:50:01 | Making plots for input RichDLLbt 2014-06-14 16:50:01 | Making plots for input MuonBkgLL 2014-06-14 16:50:01 | Making plots for input MuonMuLL 2014-06-14 16:50:01 | Making plots for input MuonIsMuon 2014-06-14 16:50:01 | Making plots for input MuonNShared 2014-06-14 16:50:01 | Making plots for input InAccMuon 2014-06-14 16:50:01 | Making plots for input MuonIsLooseMuon 2014-06-14 16:50:01 | Making plots for input EcalPIDe 2014-06-14 16:50:01 | Making plots for input EcalPIDmu 2014-06-14 16:50:01 | Making plots for input HcalPIDe 2014-06-14 16:50:01 | Making plots for input HcalPIDmu 2014-06-14 16:50:01 | Making plots for input PrsPIDe 2014-06-14 16:50:01 | Making plots for input InAccBrem 2014-06-14 16:50:01 | Making plots for input BremPIDe 2014-06-14 16:50:01 | Making plots for input VeloCharge --- Reader : Booking "MLP" of type "MLP" from GlobalPID_Kaon_Long_TMVA.weights.xml. --- MethodBase : Reading weight file: GlobalPID_Kaon_Long_TMVA.weights.xml --- Kaon_Long_TMVA : Read method "Kaon_Long_TMVA" of type "MLP" --- Kaon_Long_TMVA : MVA method was trained with TMVA Version: 4.2.0 --- Kaon_Long_TMVA : MVA method was trained with ROOT Version: 5.34/18 --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 --- Kaon_Long_TMVA : Building Network --- Kaon_Long_TMVA : Initializing weights --- Reader : Booked classifier "Kaon_Long_TMVA" of type: "MLP" 2014-06-14 16:50:01 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-14 16:50:01 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-14 16:50:01 | Evaluation mode 'EvalNoPreSel' 2014-06-14 16:50:01 | Will NOT apply track pre-selection during evaluation 2014-06-14 16:50:01 | Will apply track MC pre-selection during evaluation 2014-06-14 16:50:01 | Input Data file = EvalFiles-Heavy.txt 2014-06-14 16:50:01 | Using 619 data files 2014-06-14 16:50:01 | Evaluation Datafile Selection hash = 1436521400490699518 2014-06-14 16:50:01 | Using evaluation file (1/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.11.root.1436521400490699518 2014-06-14 16:50:01 | -> Pre-selected 279405 entries from 279405 ( 100 % ) 2014-06-14 16:51:31 | -> Selected 279405 entries ( 100 % ). Overall 279405 ( 2.79405 % ) of required 10000000 entries. 2014-06-14 16:51:31 | Using evaluation file (2/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.28.root.1436521400490699518 2014-06-14 16:51:31 | -> Pre-selected 158615 entries from 158615 ( 100 % ) 2014-06-14 16:52:23 | -> Selected 158615 entries ( 100 % ). Overall 438020 ( 4.3802 % ) of required 10000000 entries. 2014-06-14 16:52:23 | Using evaluation file (3/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.118.root.1436521400490699518 2014-06-14 16:52:23 | -> Pre-selected 479605 entries from 479605 ( 100 % ) 2014-06-14 16:54:58 | -> Selected 479605 entries ( 100 % ). Overall 917625 ( 9.17625 % ) of required 10000000 entries. 2014-06-14 16:54:58 | Using evaluation file (4/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.50.root.1436521400490699518 2014-06-14 16:54:59 | -> Pre-selected 246973 entries from 246973 ( 100 % ) 2014-06-14 16:56:17 | -> Selected 246973 entries ( 100 % ). Overall 1164598 ( 11.646 % ) of required 10000000 entries. 2014-06-14 16:56:17 | Using evaluation file (5/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.222.root.1436521400490699518 2014-06-14 16:56:17 | -> Pre-selected 410503 entries from 410503 ( 100 % ) 2014-06-14 16:58:30 | -> Selected 410503 entries ( 100 % ). Overall 1575101 ( 15.751 % ) of required 10000000 entries. 2014-06-14 16:58:30 | Using evaluation file (6/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.20.root.1436521400490699518 2014-06-14 16:58:30 | -> Pre-selected 247379 entries from 247379 ( 100 % ) 2014-06-14 16:59:50 | -> Selected 247379 entries ( 100 % ). Overall 1822480 ( 18.2248 % ) of required 10000000 entries. 2014-06-14 16:59:50 | Using evaluation file (7/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.108.root.1436521400490699518 2014-06-14 16:59:50 | -> Pre-selected 256235 entries from 256235 ( 100 % ) 2014-06-14 17:01:13 | -> Selected 256235 entries ( 100 % ). Overall 2078715 ( 20.7872 % ) of required 10000000 entries. 2014-06-14 17:01:13 | Using evaluation file (8/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.73.root.1436521400490699518 2014-06-14 17:01:14 | -> Pre-selected 345759 entries from 345759 ( 100 % ) 2014-06-14 17:03:05 | -> Selected 345759 entries ( 100 % ). Overall 2424474 ( 24.2447 % ) of required 10000000 entries. 2014-06-14 17:03:05 | Using evaluation file (9/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.93.root.1436521400490699518 2014-06-14 17:03:05 | -> Pre-selected 285890 entries from 285890 ( 100 % ) 2014-06-14 17:04:42 | -> Selected 285890 entries ( 100 % ). Overall 2710364 ( 27.1036 % ) of required 10000000 entries. 2014-06-14 17:04:42 | Using evaluation file (10/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.2.root.1436521400490699518 2014-06-14 17:04:43 | -> Pre-selected 476197 entries from 476197 ( 100 % ) 2014-06-14 17:07:50 | -> Selected 476197 entries ( 100 % ). Overall 3186561 ( 31.8656 % ) of required 10000000 entries. 2014-06-14 17:07:50 | Using evaluation file (11/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.127.root.1436521400490699518 2014-06-14 17:07:50 | -> Pre-selected 278658 entries from 278658 ( 100 % ) 2014-06-14 17:09:43 | -> Selected 278658 entries ( 100 % ). Overall 3465219 ( 34.6522 % ) of required 10000000 entries. 2014-06-14 17:09:43 | Using evaluation file (12/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.25.root.1436521400490699518 2014-06-14 17:09:43 | -> Pre-selected 259218 entries from 259218 ( 100 % ) 2014-06-14 17:11:28 | -> Selected 259218 entries ( 100 % ). Overall 3724437 ( 37.2444 % ) of required 10000000 entries. 2014-06-14 17:11:28 | Using evaluation file (13/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.121.root.1436521400490699518 2014-06-14 17:11:28 | -> Pre-selected 487200 entries from 487200 ( 100 % ) 2014-06-14 17:14:48 | -> Selected 487200 entries ( 100 % ). Overall 4211637 ( 42.1164 % ) of required 10000000 entries. 2014-06-14 17:14:48 | Using evaluation file (14/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.50.root.1436521400490699518 2014-06-14 17:14:48 | -> Pre-selected 478840 entries from 478840 ( 100 % ) 2014-06-14 17:18:01 | -> Selected 478840 entries ( 100 % ). Overall 4690477 ( 46.9048 % ) of required 10000000 entries. 2014-06-14 17:18:01 | Using evaluation file (15/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.275.root.1436521400490699518 2014-06-14 17:18:01 | -> Pre-selected 318558 entries from 318558 ( 100 % ) 2014-06-14 17:19:49 | -> Selected 318558 entries ( 100 % ). Overall 5009035 ( 50.0904 % ) of required 10000000 entries. 2014-06-14 17:19:49 | Using evaluation file (16/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.106.root.1436521400490699518 2014-06-14 17:19:49 | -> Pre-selected 369605 entries from 369605 ( 100 % ) 2014-06-14 17:21:59 | -> Selected 369605 entries ( 100 % ). Overall 5378640 ( 53.7864 % ) of required 10000000 entries. 2014-06-14 17:21:59 | Using evaluation file (17/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.12.root.1436521400490699518 2014-06-14 17:21:59 | -> Pre-selected 79820 entries from 79820 ( 100 % ) 2014-06-14 17:22:34 | -> Selected 79820 entries ( 100 % ). Overall 5458460 ( 54.5846 % ) of required 10000000 entries. 2014-06-14 17:22:34 | Using evaluation file (18/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.192.root.1436521400490699518 2014-06-14 17:22:34 | -> Pre-selected 476044 entries from 476044 ( 100 % ) 2014-06-14 17:25:28 | -> Selected 476044 entries ( 100 % ). Overall 5934504 ( 59.345 % ) of required 10000000 entries. 2014-06-14 17:25:28 | Using evaluation file (19/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.48.root.1436521400490699518 2014-06-14 17:25:28 | -> Pre-selected 351359 entries from 351359 ( 100 % ) 2014-06-14 17:27:28 | -> Selected 351359 entries ( 100 % ). Overall 6285863 ( 62.8586 % ) of required 10000000 entries. 2014-06-14 17:27:28 | Using evaluation file (20/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.100.root.1436521400490699518 2014-06-14 17:27:28 | -> Pre-selected 283913 entries from 283913 ( 100 % ) 2014-06-14 17:29:04 | -> Selected 283913 entries ( 100 % ). Overall 6569776 ( 65.6978 % ) of required 10000000 entries. 2014-06-14 17:29:04 | Using evaluation file (21/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.69.root.1436521400490699518 2014-06-14 17:29:04 | -> Pre-selected 112236 entries from 112236 ( 100 % ) 2014-06-14 17:29:42 | -> Selected 112236 entries ( 100 % ). Overall 6682012 ( 66.8201 % ) of required 10000000 entries. 2014-06-14 17:29:42 | Using evaluation file (22/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.105.root.1436521400490699518 2014-06-14 17:29:42 | -> Pre-selected 243391 entries from 243391 ( 100 % ) 2014-06-14 17:31:06 | -> Selected 243391 entries ( 100 % ). Overall 6925403 ( 69.254 % ) of required 10000000 entries. 2014-06-14 17:31:06 | Using evaluation file (23/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.54.root.1436521400490699518 2014-06-14 17:31:06 | -> Pre-selected 481794 entries from 481794 ( 100 % ) 2014-06-14 17:33:53 | -> Selected 481794 entries ( 100 % ). Overall 7407197 ( 74.072 % ) of required 10000000 entries. 2014-06-14 17:33:53 | Using evaluation file (24/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.78.root.1436521400490699518 2014-06-14 17:33:53 | -> Pre-selected 475096 entries from 475096 ( 100 % ) 2014-06-14 17:36:38 | -> Selected 475096 entries ( 100 % ). Overall 7882293 ( 78.8229 % ) of required 10000000 entries. 2014-06-14 17:36:38 | Using evaluation file (25/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.21.root.1436521400490699518 2014-06-14 17:36:38 | -> Pre-selected 331234 entries from 331234 ( 100 % ) 2014-06-14 17:38:32 | -> Selected 331234 entries ( 100 % ). Overall 8213527 ( 82.1353 % ) of required 10000000 entries. 2014-06-14 17:38:32 | Using evaluation file (26/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.125.root.1436521400490699518 2014-06-14 17:38:32 | -> Pre-selected 233553 entries from 233553 ( 100 % ) 2014-06-14 17:39:53 | -> Selected 233553 entries ( 100 % ). Overall 8447080 ( 84.4708 % ) of required 10000000 entries. 2014-06-14 17:39:53 | Using evaluation file (27/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.229.root.1436521400490699518 2014-06-14 17:39:53 | -> Pre-selected 475182 entries from 475182 ( 100 % ) 2014-06-14 17:42:38 | -> Selected 475182 entries ( 100 % ). Overall 8922262 ( 89.2226 % ) of required 10000000 entries. 2014-06-14 17:42:38 | Using evaluation file (28/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.114.root.1436521400490699518 2014-06-14 17:42:38 | -> Pre-selected 287209 entries from 287209 ( 100 % ) 2014-06-14 17:44:17 | -> Selected 287209 entries ( 100 % ). Overall 9209471 ( 92.0947 % ) of required 10000000 entries. 2014-06-14 17:44:17 | Using evaluation file (29/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.165.root.1436521400490699518 2014-06-14 17:44:17 | -> Pre-selected 138046 entries from 138046 ( 100 % ) 2014-06-14 17:45:05 | -> Selected 138046 entries ( 100 % ). Overall 9347517 ( 93.4752 % ) of required 10000000 entries. 2014-06-14 17:45:05 | Using evaluation file (30/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.104.root.1436521400490699518 2014-06-14 17:45:05 | -> Pre-selected 277657 entries from 277657 ( 100 % ) 2014-06-14 17:46:41 | -> Selected 277657 entries ( 100 % ). Overall 9625174 ( 96.2517 % ) of required 10000000 entries. 2014-06-14 17:46:41 | Using evaluation file (31/619) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.41.root.1436521400490699518 2014-06-14 17:46:41 | -> Pre-selected 381460 entries from 381460 ( 100 % ) 2014-06-14 17:48:32 | -> Selected 374826 entries ( 98.2609 % ). Overall 10000000 ( 100 % ) of required 10000000 entries. 2014-06-14 17:48:32 | Considered 10000000 tracks for input to MVA evaluation 2014-06-14 17:48:32 | Sel. Eff. = 100% 2014-06-14 17:48:32 | Selected 10000000 tracks for input to MVA evaluation 2014-06-14 17:48:32 | Ghost percentage = 37.6385% 2014-06-14 17:48:32 | Electron percentage = 0.30218% 2014-06-14 17:48:32 | Muon percentage = 1.38354% 2014-06-14 17:48:32 | Unknown Particle type 15 2014-06-14 17:48:32 | percentage = 1e-05% 2014-06-14 17:48:32 | Pion percentage = 49.4051% 2014-06-14 17:48:32 | Kaon percentage = 7.33678% 2014-06-14 17:48:32 | Unknown Particle type 411 2014-06-14 17:48:32 | percentage = 0.00027% 2014-06-14 17:48:32 | Unknown Particle type 431 2014-06-14 17:48:32 | percentage = 2e-05% 2014-06-14 17:48:32 | Unknown Particle type 521 2014-06-14 17:48:32 | percentage = 9e-05% 2014-06-14 17:48:32 | Proton percentage = 3.91291% 2014-06-14 17:48:32 | Unknown Particle type 3112 2014-06-14 17:48:32 | percentage = 0.00459% 2014-06-14 17:48:32 | Unknown Particle type 3222 2014-06-14 17:48:32 | percentage = 0.01434% 2014-06-14 17:48:32 | Unknown Particle type 3312 2014-06-14 17:48:32 | percentage = 0.00165% 2014-06-14 17:48:32 | Making input variable plots 2014-06-14 17:48:57 | Making purity plots 2014-06-14 17:48:57 | Making MVA Output plots 2014-06-14 17:48:58 | Making DLL Output plots 2014-06-14 17:48:59 | Making MVA DLL Correlation plots 2014-06-14 17:49:00 | Making MVA V P eff plots 2014-06-14 17:49:16 | Making DLL V P eff plots 2014-06-14 17:49:42 | Making MVA eff. V DLL cut plots 2014-06-14 17:50:03 | Making DLL eff. V MVA cut plots 2014-06-14 17:50:17 | Making final performance plots ... 2014-06-14 17:50:17 | Creating Eff V Purity text file : text/Heavy/EvalNoPreSel/LongKaonEffVPurity-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 17:50:18 | Creating Eff V OverallMisID text file : text/Heavy/EvalNoPreSel/LongKaonEffVOverallMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 17:50:18 | Creating Eff V Electron MisID text file : text/Heavy/EvalNoPreSel/LongKaonEffVElectronMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 17:50:18 | Creating Eff V Ghost MisID text file : text/Heavy/EvalNoPreSel/LongKaonEffVGhostMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 17:50:19 | Creating Eff V Muon MisID text file : text/Heavy/EvalNoPreSel/LongKaonEffVMuonMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 17:50:19 | Creating Eff V Pion MisID text file : text/Heavy/EvalNoPreSel/LongKaonEffVPionMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 17:50:19 | Creating Eff V Proton MisID text file : text/Heavy/EvalNoPreSel/LongKaonEffVProtonMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalHeavyGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 17:50:19 | Closing Long-Kaon-evaluation.root 2014-06-14 17:50:39 | Finished... 2014-06-14 17:50:44 | Cache directory = '/lwork/jonesc/ANNPID-DataCache' 2014-06-14 17:50:44 | Network Config file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/GlobalPID_Kaon_Long_ANN.txt 2014-06-14 17:50:44 | Training parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/train-config.txt 2014-06-14 17:50:44 | Particle type = Kaon 2014-06-14 17:50:44 | Background types = All 2014-06-14 17:50:44 | Training Mix = NaturalMix 2014-06-14 17:50:44 | Track type = Long 2014-06-14 17:50:44 | Track PresSel = NoTrackPreSelection.txt 2014-06-14 17:50:44 | Network type = TMVA 2014-06-14 17:50:44 | Ghost treatment = NoGhosts Ghosts 2014-06-14 17:50:44 | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2014-06-14 17:50:44 | Reweighting = ReweightRICH2 2014-06-14 17:50:44 | Output file = GlobalPID_Kaon_Long_TMVA.weights.xml 2014-06-14 17:50:44 | Skipping input #TrackCloneDist 2014-06-14 17:50:44 | Skipping input #RichAboveElThres 2014-06-14 17:50:44 | Skipping input #RichAboveMuThres 2014-06-14 17:50:44 | Creating selection from 'NoTrackPreSelection.txt' 2014-06-14 17:50:44 | -> # very very loose. Essentially no cuts 2014-06-14 17:50:44 | -> TrackLikelihood > -100.0 2014-06-14 17:50:44 | -> TrackP > 0 2014-06-14 17:50:44 | -> TrackPt > 0 2014-06-14 17:50:44 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-14 17:50:44 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-14 17:50:44 | Training sample size = 1200000 2014-06-14 17:50:44 | Evaluation sample size = 10000000 2014-06-14 17:50:44 | Reading Parameters file = /usera/jonesc/cmtuser/DaVinci_v34r1/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/MVA.txt 2014-06-14 17:50:44 | -> NBTASK = CLA 2014-06-14 17:50:44 | -> NBMOM = 0.0 2014-06-14 17:50:44 | -> NBREG = ALL 2014-06-14 17:50:44 | -> TMVAVALIDATIONFRAC = 0.3 2014-06-14 17:50:44 | -> TMVATESTFRAC = 0.3 2014-06-14 17:50:44 | -> HiddenLayerScaleFactor = 1.4 2014-06-14 17:50:44 | -> TMVAMETHOD = MLP 2014-06-14 17:50:44 | -> TMVAUSEREGULATOR = false 2014-06-14 17:50:44 | -> TMVAMLPNCYCLES = 750 2014-06-14 17:50:44 | -> TMVAVARTRANSFORM = Norm 2014-06-14 17:50:44 | -> TMVAMLPNEURONTYPE = tanh 2014-06-14 17:50:44 | -> TMVAMLPMETHOD = BP 2014-06-14 17:50:44 | -> TMVAMLPESTIMATORTYPE = CE 2014-06-14 17:50:44 | -> TMVAMLPCONVIMPROVE = 1e-16 2014-06-14 17:50:44 | -> TMVAMLPCONVTEST = 15 2014-06-14 17:50:44 | -> TMVABDTBOOSTTYPE = AdaBoost 2014-06-14 17:50:44 | -> TMVABDTNTREES = 800 2014-06-14 17:50:44 | -> TMVABDTPRUNEMETHOD = CostComplexity 2014-06-14 17:50:44 | -> TMVABDTMAXTREEDEPTH = 3 2014-06-14 17:50:44 | Reading Parameters file = Eval.txt 2014-06-14 17:50:44 | -> EVALMODE = EvalNoPreSel 2014-06-14 17:50:44 | -> EVALDATA = Kaons 2014-06-14 17:50:44 | Node layer two scale = 1.4 2014-06-14 17:50:44 | Input layer has 37 nodes, hidden layer has 50 nodes 2014-06-14 17:50:44 | Input Data file = TrainingFiles-Mixture.txt 2014-06-14 17:50:44 | Using 4496 data files 2014-06-14 17:50:44 | Training Datafile Selection hash = 1183992426505638073 2014-06-14 17:50:44 | Using training file (1/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.75.root.1183992426505638073 2014-06-14 17:50:44 | -> Pre-selected 47643 entries from 47643 ( 100 % ) 2014-06-14 17:50:45 | -> Selected 31198 entries ( 65.4829 % ). Overall 31198 ( 2.59983 % ) of required 1200000 entries. 2014-06-14 17:50:45 | Using training file (2/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.32.root.1183992426505638073 2014-06-14 17:50:46 | -> Pre-selected 121411 entries from 121411 ( 100 % ) 2014-06-14 17:50:49 | -> Selected 74704 entries ( 61.5298 % ). Overall 105902 ( 8.82517 % ) of required 1200000 entries. 2014-06-14 17:50:49 | Using training file (3/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.65.root.1183992426505638073 2014-06-14 17:50:50 | -> Pre-selected 459028 entries from 459028 ( 100 % ) 2014-06-14 17:51:01 | -> Selected 278741 entries ( 60.7242 % ). Overall 384643 ( 32.0536 % ) of required 1200000 entries. 2014-06-14 17:51:01 | Using training file (4/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.11.root.1183992426505638073 2014-06-14 17:51:01 | -> Pre-selected 112541 entries from 112541 ( 100 % ) 2014-06-14 17:51:04 | -> Selected 69132 entries ( 61.4283 % ). Overall 453775 ( 37.8146 % ) of required 1200000 entries. 2014-06-14 17:51:04 | Using training file (5/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.32.root.1183992426505638073 2014-06-14 17:51:04 | -> Pre-selected 305774 entries from 305774 ( 100 % ) 2014-06-14 17:51:13 | -> Selected 195333 entries ( 63.8815 % ). Overall 649108 ( 54.0923 % ) of required 1200000 entries. 2014-06-14 17:51:13 | Using training file (6/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.148.root.1183992426505638073 2014-06-14 17:51:13 | -> Pre-selected 290109 entries from 290109 ( 100 % ) 2014-06-14 17:51:22 | -> Selected 182371 entries ( 62.8629 % ). Overall 831479 ( 69.2899 % ) of required 1200000 entries. 2014-06-14 17:51:22 | Using training file (7/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.32.root.1183992426505638073 2014-06-14 17:51:22 | -> Pre-selected 232194 entries from 232194 ( 100 % ) 2014-06-14 17:51:28 | -> Selected 145276 entries ( 62.5666 % ). Overall 976755 ( 81.3962 % ) of required 1200000 entries. 2014-06-14 17:51:28 | Using training file (8/4496) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.26.root.1183992426505638073 2014-06-14 17:51:29 | -> Pre-selected 408657 entries from 408657 ( 100 % ) 2014-06-14 17:51:38 | -> Selected 223245 entries ( 54.6289 % ). Overall 1200000 ( 100 % ) of required 1200000 entries. 2014-06-14 17:51:38 | Considered 1919918 tracks for input to MVA training 2014-06-14 17:51:38 | Sel. Eff. = 62.5027% 2014-06-14 17:51:38 | Selected 1200000/0 tracks for input to MVA training/testing 2014-06-14 17:51:38 | Electron percentage = 0.462% 2014-06-14 17:51:38 | Muon percentage = 2.067% 2014-06-14 17:51:38 | Pion percentage = 79.4964% 2014-06-14 17:51:38 | Kaon percentage = 11.5829% 2014-06-14 17:51:38 | Unknown Particle type 411 2014-06-14 17:51:38 | percentage = 0.00025% 2014-06-14 17:51:38 | Unknown Particle type 521 2014-06-14 17:51:38 | percentage = 0.000166667% 2014-06-14 17:51:38 | Proton percentage = 6.36017% 2014-06-14 17:51:38 | Unknown Particle type 3112 2014-06-14 17:51:38 | percentage = 0.00516667% 2014-06-14 17:51:38 | Unknown Particle type 3222 2014-06-14 17:51:38 | percentage = 0.0236667% 2014-06-14 17:51:38 | Unknown Particle type 3312 2014-06-14 17:51:38 | percentage = 0.00225% 2014-06-14 17:51:38 | Created Plots directory Long-Kaon-evaluation.root:/TrainMixture/EvalKaons/EvalNoPreSel 2014-06-14 17:51:38 | Making plots for input TrackP 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.010 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.025 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.050 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.075 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.100 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.125 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.150 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.175 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.200 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.300 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.350 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.400 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.450 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.500 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.600 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.700 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.800 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.900 2014-06-14 17:51:38 | Creating ROOT directory MVAcut0.950 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-8.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-7.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-6.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-5.500 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-5.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-4.500 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-4.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-3.500 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-3.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-2.500 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-2.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-1.500 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-1.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut-0.500 2014-06-14 17:51:38 | Creating ROOT directory DLLcut0.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut0.500 2014-06-14 17:51:38 | Creating ROOT directory DLLcut1.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut1.500 2014-06-14 17:51:38 | Creating ROOT directory DLLcut2.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut2.500 2014-06-14 17:51:38 | Creating ROOT directory DLLcut3.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut3.500 2014-06-14 17:51:38 | Creating ROOT directory DLLcut4.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut4.500 2014-06-14 17:51:38 | Creating ROOT directory DLLcut5.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut5.500 2014-06-14 17:51:38 | Creating ROOT directory DLLcut6.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut7.000 2014-06-14 17:51:38 | Creating ROOT directory DLLcut8.000 2014-06-14 17:51:38 | Making plots for input TrackPt 2014-06-14 17:51:38 | Making plots for input TrackChi2PerDof 2014-06-14 17:51:38 | Making plots for input TrackNumDof 2014-06-14 17:51:38 | Making plots for input TrackLikelihood 2014-06-14 17:51:38 | Making plots for input TrackGhostProbability 2014-06-14 17:51:38 | Making plots for input TrackFitMatchChi2 2014-06-14 17:51:38 | Making plots for input TrackFitVeloChi2 2014-06-14 17:51:38 | Making plots for input TrackFitVeloNDoF 2014-06-14 17:51:38 | Making plots for input TrackFitTChi2 2014-06-14 17:51:38 | Making plots for input TrackFitTNDoF 2014-06-14 17:51:38 | Making plots for input RichUsedAero 2014-06-14 17:51:38 | Making plots for input RichUsedR1Gas 2014-06-14 17:51:38 | Making plots for input RichUsedR2Gas 2014-06-14 17:51:38 | Making plots for input RichAbovePiThres 2014-06-14 17:51:38 | Making plots for input RichAboveKaThres 2014-06-14 17:51:38 | Making plots for input RichAbovePrThres 2014-06-14 17:51:38 | Making plots for input RichDLLe 2014-06-14 17:51:38 | Making plots for input RichDLLmu 2014-06-14 17:51:38 | Making plots for input RichDLLk 2014-06-14 17:51:38 | Making plots for input RichDLLp 2014-06-14 17:51:38 | Making plots for input RichDLLbt 2014-06-14 17:51:38 | Making plots for input MuonBkgLL 2014-06-14 17:51:38 | Making plots for input MuonMuLL 2014-06-14 17:51:38 | Making plots for input MuonIsMuon 2014-06-14 17:51:38 | Making plots for input MuonNShared 2014-06-14 17:51:38 | Making plots for input InAccMuon 2014-06-14 17:51:38 | Making plots for input MuonIsLooseMuon 2014-06-14 17:51:38 | Making plots for input EcalPIDe 2014-06-14 17:51:38 | Making plots for input EcalPIDmu 2014-06-14 17:51:38 | Making plots for input HcalPIDe 2014-06-14 17:51:38 | Making plots for input HcalPIDmu 2014-06-14 17:51:38 | Making plots for input PrsPIDe 2014-06-14 17:51:38 | Making plots for input InAccBrem 2014-06-14 17:51:38 | Making plots for input BremPIDe 2014-06-14 17:51:38 | Making plots for input VeloCharge --- Reader : Booking "MLP" of type "MLP" from GlobalPID_Kaon_Long_TMVA.weights.xml. --- MethodBase : Reading weight file: GlobalPID_Kaon_Long_TMVA.weights.xml --- Kaon_Long_TMVA : Read method "Kaon_Long_TMVA" of type "MLP" --- Kaon_Long_TMVA : MVA method was trained with TMVA Version: 4.2.0 --- Kaon_Long_TMVA : MVA method was trained with ROOT Version: 5.34/18 --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 --- Kaon_Long_TMVA : Building Network --- Kaon_Long_TMVA : Initializing weights --- Reader : Booked classifier "Kaon_Long_TMVA" of type: "MLP" 2014-06-14 17:51:38 | Creating selection from 'AllPhysTracksInEvent.txt' 2014-06-14 17:51:38 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2014-06-14 17:51:38 | Evaluation mode 'EvalNoPreSel' 2014-06-14 17:51:38 | Will NOT apply track pre-selection during evaluation 2014-06-14 17:51:38 | Will apply track MC pre-selection during evaluation 2014-06-14 17:51:38 | Input Data file = EvalFiles-Kaons.txt 2014-06-14 17:51:38 | Using 492 data files 2014-06-14 17:51:38 | Evaluation Datafile Selection hash = 1436521400490699518 2014-06-14 17:51:38 | Using evaluation file (1/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.102.root.1436521400490699518 2014-06-14 17:51:38 | -> Pre-selected 321519 entries from 321519 ( 100 % ) 2014-06-14 17:54:30 | -> Selected 321519 entries ( 100 % ). Overall 321519 ( 3.21519 % ) of required 10000000 entries. 2014-06-14 17:54:30 | Using evaluation file (2/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.67.root.1436521400490699518 2014-06-14 17:54:30 | -> Pre-selected 106600 entries from 106600 ( 100 % ) 2014-06-14 17:55:24 | -> Selected 106600 entries ( 100 % ). Overall 428119 ( 4.28119 % ) of required 10000000 entries. 2014-06-14 17:55:24 | Using evaluation file (3/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.36.root.1436521400490699518 2014-06-14 17:55:25 | -> Pre-selected 240278 entries from 240278 ( 100 % ) 2014-06-14 17:57:17 | -> Selected 240278 entries ( 100 % ). Overall 668397 ( 6.68397 % ) of required 10000000 entries. 2014-06-14 17:57:17 | Using evaluation file (4/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.4.root.1436521400490699518 2014-06-14 17:57:17 | -> Pre-selected 85805 entries from 85805 ( 100 % ) 2014-06-14 17:58:01 | -> Selected 85805 entries ( 100 % ). Overall 754202 ( 7.54202 % ) of required 10000000 entries. 2014-06-14 17:58:01 | Using evaluation file (5/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.89.root.1436521400490699518 2014-06-14 17:58:02 | -> Pre-selected 425880 entries from 425880 ( 100 % ) 2014-06-14 18:01:28 | -> Selected 425880 entries ( 100 % ). Overall 1180082 ( 11.8008 % ) of required 10000000 entries. 2014-06-14 18:01:28 | Using evaluation file (6/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.135.root.1436521400490699518 2014-06-14 18:01:28 | -> Pre-selected 232934 entries from 232934 ( 100 % ) 2014-06-14 18:03:21 | -> Selected 232934 entries ( 100 % ). Overall 1413016 ( 14.1302 % ) of required 10000000 entries. 2014-06-14 18:03:21 | Using evaluation file (7/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.57.root.1436521400490699518 2014-06-14 18:03:21 | -> Pre-selected 47581 entries from 47581 ( 100 % ) 2014-06-14 18:03:56 | -> Selected 47581 entries ( 100 % ). Overall 1460597 ( 14.606 % ) of required 10000000 entries. 2014-06-14 18:03:56 | Using evaluation file (8/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.60.root.1436521400490699518 2014-06-14 18:03:56 | -> Pre-selected 327776 entries from 327776 ( 100 % ) 2014-06-14 18:06:48 | -> Selected 327776 entries ( 100 % ). Overall 1788373 ( 17.8837 % ) of required 10000000 entries. 2014-06-14 18:06:48 | Using evaluation file (9/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.14.root.1436521400490699518 2014-06-14 18:06:48 | -> Pre-selected 210372 entries from 210372 ( 100 % ) 2014-06-14 18:08:30 | -> Selected 210372 entries ( 100 % ). Overall 1998745 ( 19.9874 % ) of required 10000000 entries. 2014-06-14 18:08:30 | Using evaluation file (10/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.18.root.1436521400490699518 2014-06-14 18:08:30 | -> Pre-selected 169230 entries from 169230 ( 100 % ) 2014-06-14 18:09:37 | -> Selected 169230 entries ( 100 % ). Overall 2167975 ( 21.6797 % ) of required 10000000 entries. 2014-06-14 18:09:37 | Using evaluation file (11/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.15.root.1436521400490699518 2014-06-14 18:09:37 | -> Pre-selected 110545 entries from 110545 ( 100 % ) 2014-06-14 18:10:20 | -> Selected 110545 entries ( 100 % ). Overall 2278520 ( 22.7852 % ) of required 10000000 entries. 2014-06-14 18:10:20 | Using evaluation file (12/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.14.root.1436521400490699518 2014-06-14 18:10:20 | -> Pre-selected 96451 entries from 96451 ( 100 % ) 2014-06-14 18:10:59 | -> Selected 96451 entries ( 100 % ). Overall 2374971 ( 23.7497 % ) of required 10000000 entries. 2014-06-14 18:10:59 | Using evaluation file (13/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.48.root.1436521400490699518 2014-06-14 18:10:59 | -> Pre-selected 64406 entries from 64406 ( 100 % ) 2014-06-14 18:11:25 | -> Selected 64406 entries ( 100 % ). Overall 2439377 ( 24.3938 % ) of required 10000000 entries. 2014-06-14 18:11:25 | Using evaluation file (14/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.74.root.1436521400490699518 2014-06-14 18:11:25 | -> Pre-selected 358524 entries from 358524 ( 100 % ) 2014-06-14 18:13:46 | -> Selected 358524 entries ( 100 % ). Overall 2797901 ( 27.979 % ) of required 10000000 entries. 2014-06-14 18:13:46 | Using evaluation file (15/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.4.root.1436521400490699518 2014-06-14 18:13:46 | -> Pre-selected 286451 entries from 286451 ( 100 % ) 2014-06-14 18:15:39 | -> Selected 286451 entries ( 100 % ). Overall 3084352 ( 30.8435 % ) of required 10000000 entries. 2014-06-14 18:15:39 | Using evaluation file (16/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.4.root.1436521400490699518 2014-06-14 18:15:40 | -> Pre-selected 47367 entries from 47367 ( 100 % ) 2014-06-14 18:15:58 | -> Selected 47367 entries ( 100 % ). Overall 3131719 ( 31.3172 % ) of required 10000000 entries. 2014-06-14 18:15:58 | Using evaluation file (17/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.79.root.1436521400490699518 2014-06-14 18:15:59 | -> Pre-selected 191831 entries from 191831 ( 100 % ) 2014-06-14 18:17:15 | -> Selected 191831 entries ( 100 % ). Overall 3323550 ( 33.2355 % ) of required 10000000 entries. 2014-06-14 18:17:15 | Using evaluation file (18/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.4.root.1436521400490699518 2014-06-14 18:17:15 | -> Pre-selected 216304 entries from 216304 ( 100 % ) 2014-06-14 18:18:42 | -> Selected 216304 entries ( 100 % ). Overall 3539854 ( 35.3985 % ) of required 10000000 entries. 2014-06-14 18:18:42 | Using evaluation file (19/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.26.root.1436521400490699518 2014-06-14 18:18:42 | -> Pre-selected 8173 entries from 8173 ( 100 % ) 2014-06-14 18:18:46 | -> Selected 8173 entries ( 100 % ). Overall 3548027 ( 35.4803 % ) of required 10000000 entries. 2014-06-14 18:18:46 | Using evaluation file (20/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.75.root.1436521400490699518 2014-06-14 18:18:46 | -> Pre-selected 140356 entries from 140356 ( 100 % ) 2014-06-14 18:19:42 | -> Selected 140356 entries ( 100 % ). Overall 3688383 ( 36.8838 % ) of required 10000000 entries. 2014-06-14 18:19:42 | Using evaluation file (21/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.1.root.1436521400490699518 2014-06-14 18:19:42 | -> Pre-selected 80144 entries from 80144 ( 100 % ) 2014-06-14 18:20:14 | -> Selected 80144 entries ( 100 % ). Overall 3768527 ( 37.6853 % ) of required 10000000 entries. 2014-06-14 18:20:14 | Using evaluation file (22/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.106.root.1436521400490699518 2014-06-14 18:20:14 | -> Pre-selected 211947 entries from 211947 ( 100 % ) 2014-06-14 18:21:33 | -> Selected 211947 entries ( 100 % ). Overall 3980474 ( 39.8047 % ) of required 10000000 entries. 2014-06-14 18:21:33 | Using evaluation file (23/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BsD0PhiKpi/ANNPID.15.root.1436521400490699518 2014-06-14 18:21:33 | -> Pre-selected 99869 entries from 99869 ( 100 % ) 2014-06-14 18:22:10 | -> Selected 99869 entries ( 100 % ). Overall 4080343 ( 40.8034 % ) of required 10000000 entries. 2014-06-14 18:22:10 | Using evaluation file (24/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.19.root.1436521400490699518 2014-06-14 18:22:10 | -> Pre-selected 108595 entries from 108595 ( 100 % ) 2014-06-14 18:22:53 | -> Selected 108595 entries ( 100 % ). Overall 4188938 ( 41.8894 % ) of required 10000000 entries. 2014-06-14 18:22:53 | Using evaluation file (25/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.146.root.1436521400490699518 2014-06-14 18:22:53 | -> Pre-selected 190472 entries from 190472 ( 100 % ) 2014-06-14 18:24:16 | -> Selected 190472 entries ( 100 % ). Overall 4379410 ( 43.7941 % ) of required 10000000 entries. 2014-06-14 18:24:16 | Using evaluation file (26/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.80.root.1436521400490699518 2014-06-14 18:24:17 | -> Pre-selected 61429 entries from 61429 ( 100 % ) 2014-06-14 18:24:40 | -> Selected 61429 entries ( 100 % ). Overall 4440839 ( 44.4084 % ) of required 10000000 entries. 2014-06-14 18:24:40 | Using evaluation file (27/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.20.root.1436521400490699518 2014-06-14 18:24:40 | -> Pre-selected 311103 entries from 311103 ( 100 % ) 2014-06-14 18:26:24 | -> Selected 311103 entries ( 100 % ). Overall 4751942 ( 47.5194 % ) of required 10000000 entries. 2014-06-14 18:26:24 | Using evaluation file (28/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.45.root.1436521400490699518 2014-06-14 18:26:24 | -> Pre-selected 310300 entries from 310300 ( 100 % ) 2014-06-14 18:28:07 | -> Selected 310300 entries ( 100 % ). Overall 5062242 ( 50.6224 % ) of required 10000000 entries. 2014-06-14 18:28:07 | Using evaluation file (29/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.38.root.1436521400490699518 2014-06-14 18:28:07 | -> Pre-selected 72354 entries from 72354 ( 100 % ) 2014-06-14 18:28:31 | -> Selected 72354 entries ( 100 % ). Overall 5134596 ( 51.346 % ) of required 10000000 entries. 2014-06-14 18:28:31 | Using evaluation file (30/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BsD0PhiKpi/ANNPID.1.root.1436521400490699518 2014-06-14 18:28:31 | -> Pre-selected 87818 entries from 87818 ( 100 % ) 2014-06-14 18:29:00 | -> Selected 87818 entries ( 100 % ). Overall 5222414 ( 52.2241 % ) of required 10000000 entries. 2014-06-14 18:29:00 | Using evaluation file (31/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.34.root.1436521400490699518 2014-06-14 18:29:00 | -> Pre-selected 59229 entries from 59229 ( 100 % ) 2014-06-14 18:29:19 | -> Selected 59229 entries ( 100 % ). Overall 5281643 ( 52.8164 % ) of required 10000000 entries. 2014-06-14 18:29:19 | Using evaluation file (32/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.128.root.1436521400490699518 2014-06-14 18:29:19 | -> Pre-selected 11736 entries from 11736 ( 100 % ) 2014-06-14 18:29:23 | -> Selected 11736 entries ( 100 % ). Overall 5293379 ( 52.9338 % ) of required 10000000 entries. 2014-06-14 18:29:23 | Using evaluation file (33/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.78.root.1436521400490699518 2014-06-14 18:29:23 | -> Pre-selected 414915 entries from 414915 ( 100 % ) 2014-06-14 18:31:40 | -> Selected 414915 entries ( 100 % ). Overall 5708294 ( 57.0829 % ) of required 10000000 entries. 2014-06-14 18:31:40 | Using evaluation file (34/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.147.root.1436521400490699518 2014-06-14 18:31:40 | -> Pre-selected 424156 entries from 424156 ( 100 % ) 2014-06-14 18:34:00 | -> Selected 424156 entries ( 100 % ). Overall 6132450 ( 61.3245 % ) of required 10000000 entries. 2014-06-14 18:34:00 | Using evaluation file (35/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.23.root.1436521400490699518 2014-06-14 18:34:00 | -> Pre-selected 201839 entries from 201839 ( 100 % ) 2014-06-14 18:35:06 | -> Selected 201839 entries ( 100 % ). Overall 6334289 ( 63.3429 % ) of required 10000000 entries. 2014-06-14 18:35:06 | Using evaluation file (36/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.78.root.1436521400490699518 2014-06-14 18:35:06 | -> Pre-selected 82074 entries from 82074 ( 100 % ) 2014-06-14 18:35:33 | -> Selected 82074 entries ( 100 % ). Overall 6416363 ( 64.1636 % ) of required 10000000 entries. 2014-06-14 18:35:33 | Using evaluation file (37/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.87.root.1436521400490699518 2014-06-14 18:35:33 | -> Pre-selected 248844 entries from 248844 ( 100 % ) 2014-06-14 18:36:55 | -> Selected 248844 entries ( 100 % ). Overall 6665207 ( 66.6521 % ) of required 10000000 entries. 2014-06-14 18:36:55 | Using evaluation file (38/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.66.root.1436521400490699518 2014-06-14 18:36:55 | -> Pre-selected 44614 entries from 44614 ( 100 % ) 2014-06-14 18:37:09 | -> Selected 44614 entries ( 100 % ). Overall 6709821 ( 67.0982 % ) of required 10000000 entries. 2014-06-14 18:37:09 | Using evaluation file (39/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.69.root.1436521400490699518 2014-06-14 18:37:10 | -> Pre-selected 59531 entries from 59531 ( 100 % ) 2014-06-14 18:37:29 | -> Selected 59531 entries ( 100 % ). Overall 6769352 ( 67.6935 % ) of required 10000000 entries. 2014-06-14 18:37:29 | Using evaluation file (40/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.110.root.1436521400490699518 2014-06-14 18:37:29 | -> Pre-selected 88080 entries from 88080 ( 100 % ) 2014-06-14 18:37:58 | -> Selected 88080 entries ( 100 % ). Overall 6857432 ( 68.5743 % ) of required 10000000 entries. 2014-06-14 18:37:58 | Using evaluation file (41/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.72.root.1436521400490699518 2014-06-14 18:37:58 | -> Pre-selected 100793 entries from 100793 ( 100 % ) 2014-06-14 18:38:31 | -> Selected 100793 entries ( 100 % ). Overall 6958225 ( 69.5823 % ) of required 10000000 entries. 2014-06-14 18:38:31 | Using evaluation file (42/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.50.root.1436521400490699518 2014-06-14 18:38:31 | -> Pre-selected 408165 entries from 408165 ( 100 % ) 2014-06-14 18:40:45 | -> Selected 408165 entries ( 100 % ). Overall 7366390 ( 73.6639 % ) of required 10000000 entries. 2014-06-14 18:40:45 | Using evaluation file (43/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.32.root.1436521400490699518 2014-06-14 18:40:45 | -> Pre-selected 105103 entries from 105103 ( 100 % ) 2014-06-14 18:41:20 | -> Selected 105103 entries ( 100 % ). Overall 7471493 ( 74.7149 % ) of required 10000000 entries. 2014-06-14 18:41:20 | Using evaluation file (44/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.80.root.1436521400490699518 2014-06-14 18:41:20 | -> Pre-selected 1111 entries from 1111 ( 100 % ) 2014-06-14 18:41:20 | -> Selected 1111 entries ( 100 % ). Overall 7472604 ( 74.726 % ) of required 10000000 entries. 2014-06-14 18:41:20 | Using evaluation file (45/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.47.root.1436521400490699518 2014-06-14 18:41:20 | -> Pre-selected 429390 entries from 429390 ( 100 % ) 2014-06-14 18:43:41 | -> Selected 429390 entries ( 100 % ). Overall 7901994 ( 79.0199 % ) of required 10000000 entries. 2014-06-14 18:43:41 | Using evaluation file (46/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.5.root.1436521400490699518 2014-06-14 18:43:41 | -> Pre-selected 102099 entries from 102099 ( 100 % ) 2014-06-14 18:44:15 | -> Selected 102099 entries ( 100 % ). Overall 8004093 ( 80.0409 % ) of required 10000000 entries. 2014-06-14 18:44:15 | Using evaluation file (47/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.20.root.1436521400490699518 2014-06-14 18:44:15 | -> Pre-selected 94493 entries from 94493 ( 100 % ) 2014-06-14 18:44:47 | -> Selected 94493 entries ( 100 % ). Overall 8098586 ( 80.9859 % ) of required 10000000 entries. 2014-06-14 18:44:47 | Using evaluation file (48/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BsD0PhiKpi/ANNPID.22.root.1436521400490699518 2014-06-14 18:44:47 | -> Pre-selected 7929 entries from 7929 ( 100 % ) 2014-06-14 18:44:49 | -> Selected 7929 entries ( 100 % ). Overall 8106515 ( 81.0652 % ) of required 10000000 entries. 2014-06-14 18:44:49 | Using evaluation file (49/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.48.root.1436521400490699518 2014-06-14 18:44:49 | -> Pre-selected 245441 entries from 245441 ( 100 % ) 2014-06-14 18:46:10 | -> Selected 245441 entries ( 100 % ). Overall 8351956 ( 83.5196 % ) of required 10000000 entries. 2014-06-14 18:46:10 | Using evaluation file (50/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.117.root.1436521400490699518 2014-06-14 18:46:10 | -> Pre-selected 86864 entries from 86864 ( 100 % ) 2014-06-14 18:46:39 | -> Selected 86864 entries ( 100 % ). Overall 8438820 ( 84.3882 % ) of required 10000000 entries. 2014-06-14 18:46:39 | Using evaluation file (51/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.63.root.1436521400490699518 2014-06-14 18:46:39 | -> Pre-selected 130068 entries from 130068 ( 100 % ) 2014-06-14 18:47:21 | -> Selected 130068 entries ( 100 % ). Overall 8568888 ( 85.6889 % ) of required 10000000 entries. 2014-06-14 18:47:21 | Using evaluation file (52/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.52.root.1436521400490699518 2014-06-14 18:47:21 | -> Pre-selected 230092 entries from 230092 ( 100 % ) 2014-06-14 18:48:37 | -> Selected 230092 entries ( 100 % ). Overall 8798980 ( 87.9898 % ) of required 10000000 entries. 2014-06-14 18:48:37 | Using evaluation file (53/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.16.root.1436521400490699518 2014-06-14 18:48:37 | -> Pre-selected 101520 entries from 101520 ( 100 % ) 2014-06-14 18:49:12 | -> Selected 101520 entries ( 100 % ). Overall 8900500 ( 89.005 % ) of required 10000000 entries. 2014-06-14 18:49:12 | Using evaluation file (54/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.61.root.1436521400490699518 2014-06-14 18:49:12 | -> Pre-selected 15231 entries from 15231 ( 100 % ) 2014-06-14 18:49:17 | -> Selected 15231 entries ( 100 % ). Overall 8915731 ( 89.1573 % ) of required 10000000 entries. 2014-06-14 18:49:17 | Using evaluation file (55/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.141.root.1436521400490699518 2014-06-14 18:49:17 | -> Pre-selected 169251 entries from 169251 ( 100 % ) 2014-06-14 18:50:14 | -> Selected 169251 entries ( 100 % ). Overall 9084982 ( 90.8498 % ) of required 10000000 entries. 2014-06-14 18:50:14 | Using evaluation file (56/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.61.root.1436521400490699518 2014-06-14 18:50:14 | -> Pre-selected 408303 entries from 408303 ( 100 % ) 2014-06-14 18:52:51 | -> Selected 408303 entries ( 100 % ). Overall 9493285 ( 94.9329 % ) of required 10000000 entries. 2014-06-14 18:52:51 | Using evaluation file (57/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.35.root.1436521400490699518 2014-06-14 18:52:51 | -> Pre-selected 20433 entries from 20433 ( 100 % ) 2014-06-14 18:53:00 | -> Selected 20433 entries ( 100 % ). Overall 9513718 ( 95.1372 % ) of required 10000000 entries. 2014-06-14 18:53:00 | Using evaluation file (58/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.63.root.1436521400490699518 2014-06-14 18:53:00 | -> Pre-selected 431766 entries from 431766 ( 100 % ) 2014-06-14 18:55:36 | -> Selected 431766 entries ( 100 % ). Overall 9945484 ( 99.4548 % ) of required 10000000 entries. 2014-06-14 18:55:36 | Using evaluation file (59/492) /lwork/jonesc/ANNPID-DataCache/r03/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.3.root.1436521400490699518 2014-06-14 18:55:36 | -> Pre-selected 230867 entries from 230867 ( 100 % ) 2014-06-14 18:55:57 | -> Selected 54516 entries ( 23.6136 % ). Overall 10000000 ( 100 % ) of required 10000000 entries. 2014-06-14 18:55:57 | Considered 10000000 tracks for input to MVA evaluation 2014-06-14 18:55:57 | Sel. Eff. = 100% 2014-06-14 18:55:57 | Selected 10000000 tracks for input to MVA evaluation 2014-06-14 18:55:57 | Ghost percentage = 37.0972% 2014-06-14 18:55:57 | Electron percentage = 0.29883% 2014-06-14 18:55:57 | Muon percentage = 0.45953% 2014-06-14 18:55:57 | Pion percentage = 50.1279% 2014-06-14 18:55:57 | Kaon percentage = 8.20527% 2014-06-14 18:55:57 | Unknown Particle type 411 2014-06-14 18:55:57 | percentage = 6e-05% 2014-06-14 18:55:57 | Unknown Particle type 431 2014-06-14 18:55:57 | percentage = 1e-05% 2014-06-14 18:55:57 | Unknown Particle type 521 2014-06-14 18:55:57 | percentage = 5e-05% 2014-06-14 18:55:57 | Proton percentage = 3.79154% 2014-06-14 18:55:57 | Unknown Particle type 3112 2014-06-14 18:55:57 | percentage = 0.00433% 2014-06-14 18:55:57 | Unknown Particle type 3222 2014-06-14 18:55:57 | percentage = 0.01364% 2014-06-14 18:55:57 | Unknown Particle type 3312 2014-06-14 18:55:57 | percentage = 0.00168% 2014-06-14 18:55:57 | Unknown Particle type 3334 2014-06-14 18:55:57 | percentage = 2e-05% 2014-06-14 18:55:57 | Making input variable plots 2014-06-14 18:56:24 | Making purity plots 2014-06-14 18:56:25 | Making MVA Output plots 2014-06-14 18:56:26 | Making DLL Output plots 2014-06-14 18:56:27 | Making MVA DLL Correlation plots 2014-06-14 18:56:28 | Making MVA V P eff plots 2014-06-14 18:56:49 | Making DLL V P eff plots 2014-06-14 18:57:21 | Making MVA eff. V DLL cut plots 2014-06-14 18:57:41 | Making DLL eff. V MVA cut plots 2014-06-14 18:57:56 | Making final performance plots ... 2014-06-14 18:57:57 | Creating Eff V Purity text file : text/Kaons/EvalNoPreSel/LongKaonEffVPurity-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 18:57:57 | Creating Eff V OverallMisID text file : text/Kaons/EvalNoPreSel/LongKaonEffVOverallMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 18:57:58 | Creating Eff V Electron MisID text file : text/Kaons/EvalNoPreSel/LongKaonEffVElectronMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 18:57:58 | Creating Eff V Ghost MisID text file : text/Kaons/EvalNoPreSel/LongKaonEffVGhostMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 18:57:58 | Creating Eff V Muon MisID text file : text/Kaons/EvalNoPreSel/LongKaonEffVMuonMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 18:57:59 | Creating Eff V Pion MisID text file : text/Kaons/EvalNoPreSel/LongKaonEffVPionMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 18:57:59 | Creating Eff V Proton MisID text file : text/Kaons/EvalNoPreSel/LongKaonEffVProtonMisID-TMVA-NoPreSels-NoGECs-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-TrainMixtureNoGhosts-EvalKaonsGhosts-EvalNoPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4-CVTest151e-16-!UseReg.txt 2014-06-14 18:57:59 | Closing Long-Kaon-evaluation.root 2014-06-14 19:00:05 | Finished... removed `train-config.txt' removed `MVA.txt' removed `ProtoPIDTeacher.exe' removed `EVALUATION-RUNNING' removed `EvalFiles-Heavy.txt' removed `EvalFiles-Kaons.txt' removed `EvalFiles-Mixture.txt' removed `TrainingFiles-Mixture.txt' Sat Jun 14 19:00:07 BST 2014