Thu Apr 5 22:37:26 BST 2018 Linux cl011 2.6.32-696.23.1.el6.x86_64 #1 SMP Wed Mar 14 11:28:37 CET 2018 x86_64 x86_64 x86_64 GNU/Linux Submit Host pclx `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training/TMVA-TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25.txt' -> `train-config.txt' `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training/AllPhysTracksInEvent.txt' -> `./AllPhysTracksInEvent.txt' `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training/AllPhysTracksInEvent.txt' -> `./AllPhysTracksInEvent.txt' `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/TrackSelection/NoTrackPreSelection.txt' -> `./NoTrackPreSelection.txt' `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MVA-Configuration.txt' -> `MVA.txt' `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC2016Deuterons-TrainingFiles-Mixture-Cambridge.txt' -> `TrainingFiles-Mixture.txt' `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC2016Deuterons-TrainingFiles-Mixture-Cambridge.txt' -> `MC2016Deuterons-EvalFiles-Mixture.txt' Training in /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.1/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers2/ScaleF1.4/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Long Will use ionice `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/networks/TMVA-Run2-NoTkLikCDVelodEdx/GlobalPID_Deuteron_Long_ANN.txt' -> `./GlobalPID_Deuteron_Long_ANN.txt' 2018-04-05 22:37:32 INFO | Cache directory = '/var/work/jonesc/ANNPID-DataCache' 2018-04-05 22:37:32 INFO | Network Config file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.1/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers2/ScaleF1.4/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Long/GlobalPID_Deuteron_Long_ANN.txt 2018-04-05 22:37:32 INFO | Training parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.1/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers2/ScaleF1.4/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Long/train-config.txt 2018-04-05 22:37:32 INFO | Parsed EqualSigBck : Signal Fraction 0.25 2018-04-05 22:37:32 INFO | Particle type = Deuteron 2018-04-05 22:37:32 INFO | Background types = All 2018-04-05 22:37:32 INFO | Training Mix = EqualSigBck 2018-04-05 22:37:32 INFO | Track type = Long 2018-04-05 22:37:32 INFO | Track PresSel = NoTrackPreSelection.txt 2018-04-05 22:37:32 INFO | Network type = TMVA 2018-04-05 22:37:32 INFO | Ghost treatment = Ghosts Ghosts 2018-04-05 22:37:32 INFO | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2018-04-05 22:37:32 INFO | Reweighting = NoReweight 2018-04-05 22:37:32 INFO | Output file = GlobalPID_Deuteron_Long_TMVA.weights.xml 2018-04-05 22:37:32 INFO | Skipping input #TrackCloneDist 2018-04-05 22:37:32 INFO | Skipping input #RichAboveElThres 2018-04-05 22:37:32 INFO | Skipping input #RichAboveMuThres 2018-04-05 22:37:32 INFO | Creating selection from 'NoTrackPreSelection.txt' 2018-04-05 22:37:32 INFO | -> # very very loose. Essentially no cuts 2018-04-05 22:37:32 INFO | -> TrackP > 0 2018-04-05 22:37:32 INFO | -> TrackPt > 0 2018-04-05 22:37:32 INFO | Creating selection from 'AllPhysTracksInEvent.txt' 2018-04-05 22:37:32 INFO | -> !HasMC || MCVertexType==1 || MCVertexType==2 2018-04-05 22:37:32 INFO | Training sample size (excluding ghosts) = 1800000 2018-04-05 22:37:32 INFO | Evaluation sample size = 10000000 2018-04-05 22:37:32 INFO | Reading Parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.1/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers2/ScaleF1.4/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Long/MVA.txt 2018-04-05 22:37:32 INFO | -> NBTASK = CLA 2018-04-05 22:37:32 INFO | -> NBMOM = 0.0 2018-04-05 22:37:32 INFO | -> NBREG = ALL 2018-04-05 22:37:32 INFO | -> TMVAVALIDATIONFRAC = 0.3 2018-04-05 22:37:32 INFO | -> TMVATESTFRAC = 0.3 2018-04-05 22:37:32 INFO | -> MaxTrainSizeFactor = 1.5 2018-04-05 22:37:32 INFO | -> HiddenLayerScaleFactor = 1.4 2018-04-05 22:37:32 INFO | -> NumberHiddenLayers = 2 2018-04-05 22:37:32 INFO | -> GhostAcceptFraction = 0.1 2018-04-05 22:37:32 INFO | -> PionAcceptFraction = 1.0 2018-04-05 22:37:32 INFO | -> KaonAcceptFraction = 0.5 2018-04-05 22:37:32 INFO | -> ProtonAcceptFraction = 0.5 2018-04-05 22:37:32 INFO | -> ReuseTrainingFiles = 1 2018-04-05 22:37:32 INFO | -> TrainingYear = MC2016Deuterons 2018-04-05 22:37:32 INFO | -> TMVAMETHOD = MLP 2018-04-05 22:37:32 INFO | -> TMVAUSEREGULATOR = false 2018-04-05 22:37:32 INFO | -> TMVAMLPNCYCLES = 750 2018-04-05 22:37:32 INFO | -> TMVAVARTRANSFORM = Norm 2018-04-05 22:37:32 INFO | -> TMVAMLPNEURONTYPE = sigmoid 2018-04-05 22:37:32 INFO | -> TMVAMLPMETHOD = BP 2018-04-05 22:37:32 INFO | -> TMVAMLPESTIMATORTYPE = CE 2018-04-05 22:37:32 INFO | -> TMVAMLPCONVIMPROVE = 1e-16 2018-04-05 22:37:32 INFO | -> TMVAMLPCONVTEST = 15 2018-04-05 22:37:32 INFO | -> TMVABDTBOOSTTYPE = AdaBoost 2018-04-05 22:37:32 INFO | -> TMVABDTNTREES = 800 2018-04-05 22:37:32 INFO | -> TMVABDTPRUNEMETHOD = CostComplexity 2018-04-05 22:37:32 INFO | -> TMVABDTMAXTREEDEPTH = 3 2018-04-05 22:37:32 INFO | -> TMVADNNERRSTRAT = CROSSENTROPY 2018-04-05 22:37:32 INFO | -> TMVADNNTRAINCONFA = UNDEFINED 2018-04-05 22:37:32 INFO | -> TMVADNNTRAINCONFB = 2018-04-05 22:37:32 INFO | -> TMVADNNTRAINCONFC = 2018-04-05 22:37:32 INFO | -> TMVADNNLAYOUT = UNDEFINED 2018-04-05 22:37:32 INFO | -> TMVADNNWEIGHTINIT = XAVIERUNIFORM 2018-04-05 22:37:32 INFO | -> TMVADNNARCH = STANDARD 2018-04-05 22:37:32 INFO | Node layer two scale = 1.4 2018-04-05 22:37:32 INFO | Ghost Accept Fraction = 0.1 2018-04-05 22:37:32 INFO | Proton Accept Fraction = 0.5 2018-04-05 22:37:32 INFO | Kaon Accept Fraction = 0.5 2018-04-05 22:37:32 INFO | Pion Accept Fraction = 1 2018-04-05 22:37:32 INFO | Max Training sample size (with ghosts) = 2700000 2018-04-05 22:37:32 INFO | Training data year = MC2016Deuterons 2018-04-05 22:37:32 INFO | Evaluation data year = MC2016Deuterons 2018-04-05 22:37:32 INFO | TMVA Output ROOT file Long-Deuteron-TMVA.root 2018-04-05 22:37:33 INFO | TMVA testing fraction = 0.3 : Parsing option string: : ... "V:!Silent:!Color:!DrawProgressBar:AnalysisType=Classification" : The following options are set: : - By User: : V: "True" [Verbose flag] : Color: "False" [Flag for coloured screen output (default: True, if in batch mode: False)] : Silent: "False" [Batch mode: boolean silent flag inhibiting any output from TMVA after the creation of the factory class object (default: False)] : DrawProgressBar: "False" [Draw progress bar to display training, testing and evaluation schedule (default: True)] : AnalysisType: "Classification" [Set the analysis type (Classification, Regression, Multiclass, Auto) (default: Auto)] : - Default: : 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] : Correlations: "False" [boolean to show correlation in output] : ROC: "True" [boolean to show ROC in output] : ModelPersistence: "True" [Option to save the trained model in xml file or using serialization]
DataSetInfo : [GlobalPID_DataSet] : Added class "Signal"
DataSetInfo : [GlobalPID_DataSet] : Added class "Background" 2018-04-05 22:37:33 INFO | Input TrackP Type F 2018-04-05 22:37:33 INFO | Input TrackPt Type F 2018-04-05 22:37:33 INFO | Input TrackChi2PerDof Type F 2018-04-05 22:37:33 INFO | Input TrackNumDof Type I 2018-04-05 22:37:33 INFO | Input TrackGhostProbability Type F 2018-04-05 22:37:33 INFO | Input TrackFitMatchChi2 Type F 2018-04-05 22:37:33 INFO | Input TrackFitVeloChi2 Type F 2018-04-05 22:37:33 INFO | Input TrackFitVeloNDoF Type I 2018-04-05 22:37:33 INFO | Input TrackFitTChi2 Type F 2018-04-05 22:37:33 INFO | Input TrackFitTNDoF Type I 2018-04-05 22:37:33 INFO | Input RichUsedR1Gas Type I 2018-04-05 22:37:33 INFO | Input RichUsedR2Gas Type I 2018-04-05 22:37:33 INFO | Input RichAbovePiThres Type I 2018-04-05 22:37:33 INFO | Input RichAboveKaThres Type I 2018-04-05 22:37:33 INFO | Input RichAbovePrThres Type I 2018-04-05 22:37:33 INFO | Input RichDLLe Type F 2018-04-05 22:37:33 INFO | Input RichDLLmu Type F 2018-04-05 22:37:33 INFO | Input RichDLLk Type F 2018-04-05 22:37:33 INFO | Input RichDLLp Type F 2018-04-05 22:37:33 INFO | Input RichDLLd Type F 2018-04-05 22:37:33 INFO | Input RichDLLbt Type F 2018-04-05 22:37:33 INFO | Input MuonBkgLL Type F 2018-04-05 22:37:33 INFO | Input MuonMuLL Type F 2018-04-05 22:37:33 INFO | Input MuonIsMuon Type I 2018-04-05 22:37:33 INFO | Input MuonNShared Type I 2018-04-05 22:37:33 INFO | Input InAccMuon Type I 2018-04-05 22:37:33 INFO | Input MuonIsLooseMuon Type I 2018-04-05 22:37:33 INFO | Input EcalPIDe Type F 2018-04-05 22:37:33 INFO | Input EcalPIDmu Type F 2018-04-05 22:37:33 INFO | Input HcalPIDe Type F 2018-04-05 22:37:33 INFO | Input HcalPIDmu Type F 2018-04-05 22:37:33 INFO | Input CaloPrsE Type F 2018-04-05 22:37:33 INFO | Input PrsPIDe Type F 2018-04-05 22:37:33 INFO | Input InAccBrem Type I 2018-04-05 22:37:33 INFO | Input BremPIDe Type F 2018-04-05 22:37:33 INFO | Input Data file = TrainingFiles-Mixture.txt 2018-04-05 22:37:33 INFO | Using 255 data files 2018-04-05 22:37:33 INFO | Will prescale non deuterons by 0.05 2018-04-05 22:37:33 INFO | Training Datafile Selection hash = 2bc316c04fc88cde 2018-04-05 22:37:33 INFO | Target selected entries per file = 15748 2018-04-05 22:37:33 INFO | Using training file (1/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000022.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:33 INFO | -> Pre-selected 19972 entries from 23988 ( 83.2583 % ) 2018-04-05 22:37:36 INFO | -> Selected 12974 entries ( 54.0854 % ). Overall 9057 ( 0.503167 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:36 INFO | Using training file (2/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000016.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:36 INFO | -> Pre-selected 7749 entries from 9351 ( 82.8681 % ) 2018-04-05 22:37:37 INFO | -> Selected 4991 entries ( 53.374 % ). Overall 12536 ( 0.696444 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:37 INFO | Using training file (3/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000023.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:37 INFO | -> Pre-selected 21219 entries from 25320 ( 83.8033 % ) 2018-04-05 22:37:39 INFO | -> Selected 13503 entries ( 53.3294 % ). Overall 21854 ( 1.21411 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:39 INFO | Using training file (4/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000085.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:39 INFO | -> Pre-selected 5170 entries from 6181 ( 83.6434 % ) 2018-04-05 22:37:40 INFO | -> Selected 3317 entries ( 53.6645 % ). Overall 24117 ( 1.33983 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:40 INFO | Using training file (5/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000067.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:40 INFO | -> Pre-selected 15464 entries from 18431 ( 83.9021 % ) 2018-04-05 22:37:41 INFO | -> Selected 10104 entries ( 54.8207 % ). Overall 31171 ( 1.73172 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:41 INFO | Using training file (6/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000028.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:41 INFO | -> Pre-selected 7665 entries from 9228 ( 83.0624 % ) 2018-04-05 22:37:42 INFO | -> Selected 4970 entries ( 53.8578 % ). Overall 34639 ( 1.92439 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:42 INFO | Using training file (7/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000044.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:42 INFO | -> Pre-selected 21344 entries from 25341 ( 84.2271 % ) 2018-04-05 22:37:45 INFO | -> Selected 13674 entries ( 53.96 % ). Overall 44137 ( 2.45206 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:45 INFO | Using training file (8/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000079.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:45 INFO | -> Pre-selected 21096 entries from 25342 ( 83.2452 % ) 2018-04-05 22:37:47 INFO | -> Selected 13670 entries ( 53.9421 % ). Overall 53471 ( 2.97061 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:47 INFO | Using training file (9/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000054.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:47 INFO | -> Pre-selected 20387 entries from 24493 ( 83.236 % ) 2018-04-05 22:37:49 INFO | -> Selected 13172 entries ( 53.7786 % ). Overall 62563 ( 3.47572 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:49 INFO | Using training file (10/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000025.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:49 INFO | -> Pre-selected 7792 entries from 9382 ( 83.0527 % ) 2018-04-05 22:37:50 INFO | -> Selected 5077 entries ( 54.1143 % ). Overall 66048 ( 3.66933 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:50 INFO | Using training file (11/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000101.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:50 INFO | -> Pre-selected 15830 entries from 19128 ( 82.7583 % ) 2018-04-05 22:37:52 INFO | -> Selected 10285 entries ( 53.7693 % ). Overall 73032 ( 4.05733 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:52 INFO | Using training file (12/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000060.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:52 INFO | -> Pre-selected 21219 entries from 25274 ( 83.9558 % ) 2018-04-05 22:37:54 INFO | -> Selected 13743 entries ( 54.376 % ). Overall 82615 ( 4.58972 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:54 INFO | Using training file (13/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000036.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:54 INFO | -> Pre-selected 21116 entries from 25216 ( 83.7405 % ) 2018-04-05 22:37:56 INFO | -> Selected 13604 entries ( 53.9499 % ). Overall 92003 ( 5.11128 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:56 INFO | Using training file (14/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000064.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:56 INFO | -> Pre-selected 20999 entries from 25155 ( 83.4784 % ) 2018-04-05 22:37:59 INFO | -> Selected 13760 entries ( 54.7009 % ). Overall 101588 ( 5.64378 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:37:59 INFO | Using training file (15/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000105.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:37:59 INFO | -> Pre-selected 21559 entries from 25736 ( 83.7698 % ) 2018-04-05 22:38:01 INFO | -> Selected 14099 entries ( 54.7832 % ). Overall 111198 ( 6.17767 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:01 INFO | Using training file (16/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000010.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:01 INFO | -> Pre-selected 7653 entries from 9140 ( 83.7309 % ) 2018-04-05 22:38:02 INFO | -> Selected 4948 entries ( 54.1357 % ). Overall 114586 ( 6.36589 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:02 INFO | Using training file (17/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000056.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:02 INFO | -> Pre-selected 15393 entries from 18527 ( 83.0841 % ) 2018-04-05 22:38:03 INFO | -> Selected 9970 entries ( 53.8134 % ). Overall 121479 ( 6.74883 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:03 INFO | Using training file (18/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000086.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:03 INFO | -> Pre-selected 15341 entries from 18429 ( 83.2438 % ) 2018-04-05 22:38:05 INFO | -> Selected 9921 entries ( 53.8336 % ). Overall 128360 ( 7.13111 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:05 INFO | Using training file (19/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000099.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:05 INFO | -> Pre-selected 21135 entries from 25292 ( 83.564 % ) 2018-04-05 22:38:07 INFO | -> Selected 13556 entries ( 53.598 % ). Overall 137758 ( 7.65322 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:08 INFO | Using training file (20/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000106.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:08 INFO | -> Pre-selected 20555 entries from 24589 ( 83.5943 % ) 2018-04-05 22:38:10 INFO | -> Selected 13249 entries ( 53.8818 % ). Overall 146909 ( 8.16161 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:10 INFO | Using training file (21/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000006.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:10 INFO | -> Pre-selected 20180 entries from 24159 ( 83.5299 % ) 2018-04-05 22:38:12 INFO | -> Selected 12887 entries ( 53.3424 % ). Overall 155812 ( 8.65622 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:12 INFO | Using training file (22/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000025.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:12 INFO | -> Pre-selected 15162 entries from 18213 ( 83.2482 % ) 2018-04-05 22:38:14 INFO | -> Selected 9914 entries ( 54.4336 % ). Overall 162640 ( 9.03556 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:14 INFO | Using training file (23/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000063.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:14 INFO | -> Pre-selected 21984 entries from 26274 ( 83.6721 % ) 2018-04-05 22:38:16 INFO | -> Selected 14196 entries ( 54.0306 % ). Overall 172361 ( 9.57561 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:16 INFO | Using training file (24/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000087.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:16 INFO | -> Pre-selected 20735 entries from 24651 ( 84.1142 % ) 2018-04-05 22:38:18 INFO | -> Selected 13553 entries ( 54.9795 % ). Overall 181703 ( 10.0946 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:18 INFO | Using training file (25/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000075.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:18 INFO | -> Pre-selected 20551 entries from 24713 ( 83.1587 % ) 2018-04-05 22:38:20 INFO | -> Selected 13172 entries ( 53.2999 % ). Overall 190829 ( 10.6016 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:20 INFO | Using training file (26/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000002.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:20 INFO | -> Pre-selected 16065 entries from 19238 ( 83.5066 % ) 2018-04-05 22:38:22 INFO | -> Selected 10392 entries ( 54.0181 % ). Overall 198001 ( 11.0001 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:22 INFO | Using training file (27/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000090.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:22 INFO | -> Pre-selected 14798 entries from 17743 ( 83.4019 % ) 2018-04-05 22:38:24 INFO | -> Selected 9457 entries ( 53.2999 % ). Overall 204574 ( 11.3652 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:24 INFO | Using training file (28/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000069.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:24 INFO | -> Pre-selected 21983 entries from 26108 ( 84.2002 % ) 2018-04-05 22:38:26 INFO | -> Selected 14167 entries ( 54.2631 % ). Overall 214284 ( 11.9047 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:26 INFO | Using training file (29/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000008.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:26 INFO | -> Pre-selected 7759 entries from 9331 ( 83.1529 % ) 2018-04-05 22:38:27 INFO | -> Selected 5052 entries ( 54.1421 % ). Overall 217775 ( 12.0986 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:27 INFO | Using training file (30/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000051.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:27 INFO | -> Pre-selected 21026 entries from 25160 ( 83.5692 % ) 2018-04-05 22:38:29 INFO | -> Selected 13673 entries ( 54.3442 % ). Overall 227131 ( 12.6184 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:29 INFO | Using training file (31/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000003.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:29 INFO | -> Pre-selected 20848 entries from 24790 ( 84.0984 % ) 2018-04-05 22:38:32 INFO | -> Selected 13574 entries ( 54.7559 % ). Overall 236629 ( 13.1461 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:32 INFO | Using training file (32/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000070.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:32 INFO | -> Pre-selected 5434 entries from 6547 ( 82.9998 % ) 2018-04-05 22:38:32 INFO | -> Selected 3425 entries ( 52.314 % ). Overall 239008 ( 13.2782 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:32 INFO | Using training file (33/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000030.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:32 INFO | -> Pre-selected 15937 entries from 19108 ( 83.4049 % ) 2018-04-05 22:38:34 INFO | -> Selected 10435 entries ( 54.6106 % ). Overall 246266 ( 13.6814 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:34 INFO | Using training file (34/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000031.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:34 INFO | -> Pre-selected 21265 entries from 25266 ( 84.1645 % ) 2018-04-05 22:38:36 INFO | -> Selected 13840 entries ( 54.7772 % ). Overall 255762 ( 14.209 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:36 INFO | Using training file (35/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000015.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:37 INFO | -> Pre-selected 21183 entries from 25137 ( 84.2702 % ) 2018-04-05 22:38:39 INFO | -> Selected 13668 entries ( 54.374 % ). Overall 265187 ( 14.7326 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:39 INFO | Using training file (36/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000027.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:39 INFO | -> Pre-selected 7620 entries from 9218 ( 82.6644 % ) 2018-04-05 22:38:39 INFO | -> Selected 4938 entries ( 53.5691 % ). Overall 268560 ( 14.92 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:39 INFO | Using training file (37/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000011.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:40 INFO | -> Pre-selected 7675 entries from 9301 ( 82.518 % ) 2018-04-05 22:38:40 INFO | -> Selected 4961 entries ( 53.3384 % ). Overall 272003 ( 15.1113 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:40 INFO | Using training file (38/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000057.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:40 INFO | -> Pre-selected 20688 entries from 24738 ( 83.6284 % ) 2018-04-05 22:38:43 INFO | -> Selected 13329 entries ( 53.8807 % ). Overall 281179 ( 15.6211 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:43 INFO | Using training file (39/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000017.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:43 INFO | -> Pre-selected 21181 entries from 25390 ( 83.4226 % ) 2018-04-05 22:38:45 INFO | -> Selected 13526 entries ( 53.2729 % ). Overall 290594 ( 16.1441 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:45 INFO | Using training file (40/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000098.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:45 INFO | -> Pre-selected 17062 entries from 20391 ( 83.6742 % ) 2018-04-05 22:38:47 INFO | -> Selected 11115 entries ( 54.5093 % ). Overall 298279 ( 16.5711 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:47 INFO | Using training file (41/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000052.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:47 INFO | -> Pre-selected 20528 entries from 24535 ( 83.6682 % ) 2018-04-05 22:38:49 INFO | -> Selected 13081 entries ( 53.3157 % ). Overall 307236 ( 17.0687 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:49 INFO | Using training file (42/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000093.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:49 INFO | -> Pre-selected 20448 entries from 24525 ( 83.3761 % ) 2018-04-05 22:38:51 INFO | -> Selected 13226 entries ( 53.9286 % ). Overall 316382 ( 17.5768 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:51 INFO | Using training file (43/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000111.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:51 INFO | -> Pre-selected 20474 entries from 24376 ( 83.9925 % ) 2018-04-05 22:38:53 INFO | -> Selected 13167 entries ( 54.0162 % ). Overall 325548 ( 18.086 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:53 INFO | Using training file (44/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000005.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:53 INFO | -> Pre-selected 20887 entries from 25027 ( 83.4579 % ) 2018-04-05 22:38:56 INFO | -> Selected 13594 entries ( 54.3173 % ). Overall 334963 ( 18.6091 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:56 INFO | Using training file (45/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000018.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:56 INFO | -> Pre-selected 21601 entries from 25806 ( 83.7053 % ) 2018-04-05 22:38:58 INFO | -> Selected 13871 entries ( 53.7511 % ). Overall 344695 ( 19.1497 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:38:58 INFO | Using training file (46/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000067.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:38:58 INFO | -> Pre-selected 22071 entries from 26367 ( 83.7069 % ) 2018-04-05 22:39:00 INFO | -> Selected 14371 entries ( 54.5037 % ). Overall 354627 ( 19.7015 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:00 INFO | Using training file (47/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000075.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:01 INFO | -> Pre-selected 22014 entries from 26201 ( 84.0197 % ) 2018-04-05 22:39:03 INFO | -> Selected 14244 entries ( 54.3643 % ). Overall 364457 ( 20.2476 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:03 INFO | Using training file (48/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000066.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:03 INFO | -> Pre-selected 14212 entries from 16929 ( 83.9506 % ) 2018-04-05 22:39:04 INFO | -> Selected 9342 entries ( 55.1834 % ). Overall 370862 ( 20.6034 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:04 INFO | Using training file (49/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000012.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:05 INFO | -> Pre-selected 15770 entries from 18736 ( 84.1695 % ) 2018-04-05 22:39:06 INFO | -> Selected 10240 entries ( 54.6541 % ). Overall 377958 ( 20.9977 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:06 INFO | Using training file (50/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000096.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:06 INFO | -> Pre-selected 21223 entries from 25548 ( 83.0711 % ) 2018-04-05 22:39:09 INFO | -> Selected 13738 entries ( 53.7733 % ). Overall 387340 ( 21.5189 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:09 INFO | Using training file (51/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000058.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:09 INFO | -> Pre-selected 15830 entries from 18841 ( 84.0189 % ) 2018-04-05 22:39:10 INFO | -> Selected 10271 entries ( 54.5141 % ). Overall 394397 ( 21.9109 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:10 INFO | Using training file (52/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000037.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:10 INFO | -> Pre-selected 20921 entries from 24891 ( 84.0505 % ) 2018-04-05 22:39:13 INFO | -> Selected 13556 entries ( 54.4615 % ). Overall 403835 ( 22.4353 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:13 INFO | Using training file (53/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000028.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:13 INFO | -> Pre-selected 20691 entries from 24726 ( 83.6811 % ) 2018-04-05 22:39:15 INFO | -> Selected 13290 entries ( 53.7491 % ). Overall 413037 ( 22.9465 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:15 INFO | Using training file (54/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000021.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:15 INFO | -> Pre-selected 7812 entries from 9363 ( 83.4348 % ) 2018-04-05 22:39:16 INFO | -> Selected 5085 entries ( 54.3095 % ). Overall 416611 ( 23.1451 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:16 INFO | Using training file (55/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000081.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:16 INFO | -> Pre-selected 21244 entries from 25465 ( 83.4243 % ) 2018-04-05 22:39:18 INFO | -> Selected 13719 entries ( 53.8739 % ). Overall 426112 ( 23.6729 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:18 INFO | Using training file (56/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000091.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:18 INFO | -> Pre-selected 16530 entries from 19784 ( 83.5524 % ) 2018-04-05 22:39:20 INFO | -> Selected 10876 entries ( 54.9737 % ). Overall 433618 ( 24.0899 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:20 INFO | Using training file (57/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000108.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:20 INFO | -> Pre-selected 20847 entries from 24989 ( 83.4247 % ) 2018-04-05 22:39:22 INFO | -> Selected 13613 entries ( 54.476 % ). Overall 443052 ( 24.614 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:22 INFO | Using training file (58/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000005.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:22 INFO | -> Pre-selected 21291 entries from 25385 ( 83.8724 % ) 2018-04-05 22:39:25 INFO | -> Selected 13974 entries ( 55.0483 % ). Overall 452846 ( 25.1581 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:25 INFO | Using training file (59/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000055.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:25 INFO | -> Pre-selected 20431 entries from 24388 ( 83.7748 % ) 2018-04-05 22:39:27 INFO | -> Selected 13115 entries ( 53.7764 % ). Overall 461894 ( 25.6608 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:27 INFO | Using training file (60/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000020.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:27 INFO | -> Pre-selected 16377 entries from 19609 ( 83.5178 % ) 2018-04-05 22:39:29 INFO | -> Selected 10650 entries ( 54.3118 % ). Overall 469239 ( 26.0688 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:29 INFO | Using training file (61/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000034.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:29 INFO | -> Pre-selected 20049 entries from 24070 ( 83.2946 % ) 2018-04-05 22:39:31 INFO | -> Selected 13042 entries ( 54.1836 % ). Overall 478293 ( 26.5718 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:31 INFO | Using training file (62/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000082.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:31 INFO | -> Pre-selected 20771 entries from 24965 ( 83.2005 % ) 2018-04-05 22:39:33 INFO | -> Selected 13306 entries ( 53.2986 % ). Overall 487489 ( 27.0827 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:33 INFO | Using training file (63/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000074.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:33 INFO | -> Pre-selected 20425 entries from 24346 ( 83.8947 % ) 2018-04-05 22:39:35 INFO | -> Selected 13150 entries ( 54.013 % ). Overall 496556 ( 27.5864 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:35 INFO | Using training file (64/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000054.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:35 INFO | -> Pre-selected 21372 entries from 25446 ( 83.9896 % ) 2018-04-05 22:39:37 INFO | -> Selected 13817 entries ( 54.2993 % ). Overall 506135 ( 28.1186 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:37 INFO | Using training file (65/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000061.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:38 INFO | -> Pre-selected 16205 entries from 19309 ( 83.9246 % ) 2018-04-05 22:39:39 INFO | -> Selected 10457 entries ( 54.1561 % ). Overall 513374 ( 28.5208 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:39 INFO | Using training file (66/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000041.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:39 INFO | -> Pre-selected 21980 entries from 26298 ( 83.5805 % ) 2018-04-05 22:39:42 INFO | -> Selected 14135 entries ( 53.7493 % ). Overall 523157 ( 29.0643 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:42 INFO | Using training file (67/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000035.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:42 INFO | -> Pre-selected 20546 entries from 24683 ( 83.2395 % ) 2018-04-05 22:39:44 INFO | -> Selected 13477 entries ( 54.6003 % ). Overall 532562 ( 29.5868 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:44 INFO | Using training file (68/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000013.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:44 INFO | -> Pre-selected 7702 entries from 9197 ( 83.7447 % ) 2018-04-05 22:39:45 INFO | -> Selected 5040 entries ( 54.8005 % ). Overall 536053 ( 29.7807 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:45 INFO | Using training file (69/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000062.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:45 INFO | -> Pre-selected 15305 entries from 18302 ( 83.6247 % ) 2018-04-05 22:39:47 INFO | -> Selected 9855 entries ( 53.8466 % ). Overall 542882 ( 30.1601 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:47 INFO | Using training file (70/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000097.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:47 INFO | -> Pre-selected 20136 entries from 24032 ( 83.7883 % ) 2018-04-05 22:39:49 INFO | -> Selected 12973 entries ( 53.9822 % ). Overall 551849 ( 30.6583 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:49 INFO | Using training file (71/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000088.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:49 INFO | -> Pre-selected 17470 entries from 20952 ( 83.3811 % ) 2018-04-05 22:39:51 INFO | -> Selected 11413 entries ( 54.4721 % ). Overall 559681 ( 31.0934 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:51 INFO | Using training file (72/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000093.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:51 INFO | -> Pre-selected 20163 entries from 24099 ( 83.6674 % ) 2018-04-05 22:39:53 INFO | -> Selected 13012 entries ( 53.9939 % ). Overall 568699 ( 31.5944 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:53 INFO | Using training file (73/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000046.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:53 INFO | -> Pre-selected 20353 entries from 24517 ( 83.0159 % ) 2018-04-05 22:39:55 INFO | -> Selected 13257 entries ( 54.0727 % ). Overall 577838 ( 32.1021 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:55 INFO | Using training file (74/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000076.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:55 INFO | -> Pre-selected 20707 entries from 24864 ( 83.281 % ) 2018-04-05 22:39:57 INFO | -> Selected 13324 entries ( 53.5875 % ). Overall 587046 ( 32.6137 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:39:57 INFO | Using training file (75/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000027.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:39:57 INFO | -> Pre-selected 20461 entries from 24540 ( 83.3782 % ) 2018-04-05 22:40:00 INFO | -> Selected 13163 entries ( 53.639 % ). Overall 596128 ( 33.1182 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:00 INFO | Using training file (76/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000110.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:00 INFO | -> Pre-selected 21732 entries from 26095 ( 83.2803 % ) 2018-04-05 22:40:02 INFO | -> Selected 13983 entries ( 53.585 % ). Overall 605875 ( 33.6597 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:02 INFO | Using training file (77/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000018.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:02 INFO | -> Pre-selected 19749 entries from 23557 ( 83.835 % ) 2018-04-05 22:40:04 INFO | -> Selected 12916 entries ( 54.8287 % ). Overall 614788 ( 34.1549 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:04 INFO | Using training file (78/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000007.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:04 INFO | -> Pre-selected 7633 entries from 9158 ( 83.3479 % ) 2018-04-05 22:40:05 INFO | -> Selected 4999 entries ( 54.5862 % ). Overall 618245 ( 34.3469 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:05 INFO | Using training file (79/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000000.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:05 INFO | -> Pre-selected 7580 entries from 9038 ( 83.8681 % ) 2018-04-05 22:40:06 INFO | -> Selected 4965 entries ( 54.9347 % ). Overall 621687 ( 34.5382 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:06 INFO | Using training file (80/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000050.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:06 INFO | -> Pre-selected 21283 entries from 25330 ( 84.0229 % ) 2018-04-05 22:40:08 INFO | -> Selected 13665 entries ( 53.9479 % ). Overall 631168 ( 35.0649 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:08 INFO | Using training file (81/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000097.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:08 INFO | -> Pre-selected 20852 entries from 24967 ( 83.5182 % ) 2018-04-05 22:40:11 INFO | -> Selected 13491 entries ( 54.0353 % ). Overall 640472 ( 35.5818 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:11 INFO | Using training file (82/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000096.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:11 INFO | -> Pre-selected 21368 entries from 25308 ( 84.4318 % ) 2018-04-05 22:40:13 INFO | -> Selected 13808 entries ( 54.5598 % ). Overall 649975 ( 36.1097 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:13 INFO | Using training file (83/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000029.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:13 INFO | -> Pre-selected 21120 entries from 25137 ( 84.0196 % ) 2018-04-05 22:40:15 INFO | -> Selected 13617 entries ( 54.1711 % ). Overall 659429 ( 36.6349 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:15 INFO | Using training file (84/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000019.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:15 INFO | -> Pre-selected 7683 entries from 9219 ( 83.3388 % ) 2018-04-05 22:40:16 INFO | -> Selected 5023 entries ( 54.4853 % ). Overall 662912 ( 36.8284 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:16 INFO | Using training file (85/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000035.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:16 INFO | -> Pre-selected 21176 entries from 25205 ( 84.0151 % ) 2018-04-05 22:40:19 INFO | -> Selected 13700 entries ( 54.3543 % ). Overall 672360 ( 37.3533 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:19 INFO | Using training file (86/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000080.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:19 INFO | -> Pre-selected 20611 entries from 24736 ( 83.3239 % ) 2018-04-05 22:40:21 INFO | -> Selected 13208 entries ( 53.3959 % ). Overall 681439 ( 37.8577 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:21 INFO | Using training file (87/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000024.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:21 INFO | -> Pre-selected 7639 entries from 9208 ( 82.9605 % ) 2018-04-05 22:40:22 INFO | -> Selected 4998 entries ( 54.2789 % ). Overall 684897 ( 38.0498 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:22 INFO | Using training file (88/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000053.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:22 INFO | -> Pre-selected 21206 entries from 25269 ( 83.921 % ) 2018-04-05 22:40:24 INFO | -> Selected 13685 entries ( 54.1573 % ). Overall 694328 ( 38.5738 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:24 INFO | Using training file (89/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000004.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:24 INFO | -> Pre-selected 21709 entries from 25900 ( 83.8185 % ) 2018-04-05 22:40:26 INFO | -> Selected 13909 entries ( 53.7027 % ). Overall 703952 ( 39.1084 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:26 INFO | Using training file (90/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000063.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:26 INFO | -> Pre-selected 20423 entries from 24385 ( 83.7523 % ) 2018-04-05 22:40:29 INFO | -> Selected 13237 entries ( 54.2834 % ). Overall 713164 ( 39.6202 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:29 INFO | Using training file (91/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000020.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:29 INFO | -> Pre-selected 7701 entries from 9261 ( 83.1552 % ) 2018-04-05 22:40:29 INFO | -> Selected 5007 entries ( 54.0654 % ). Overall 716625 ( 39.8125 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:29 INFO | Using training file (92/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000059.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:30 INFO | -> Pre-selected 20398 entries from 24312 ( 83.901 % ) 2018-04-05 22:40:32 INFO | -> Selected 13050 entries ( 53.6772 % ). Overall 725633 ( 40.3129 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:32 INFO | Using training file (93/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000071.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:32 INFO | -> Pre-selected 20070 entries from 24094 ( 83.2987 % ) 2018-04-05 22:40:34 INFO | -> Selected 12845 entries ( 53.312 % ). Overall 734478 ( 40.8043 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:34 INFO | Using training file (94/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000078.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:34 INFO | -> Pre-selected 21279 entries from 25559 ( 83.2544 % ) 2018-04-05 22:40:36 INFO | -> Selected 13726 entries ( 53.7032 % ). Overall 744010 ( 41.3339 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:36 INFO | Using training file (95/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000066.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:36 INFO | -> Pre-selected 20017 entries from 24017 ( 83.3451 % ) 2018-04-05 22:40:38 INFO | -> Selected 12767 entries ( 53.1582 % ). Overall 752809 ( 41.8227 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:38 INFO | Using training file (96/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000072.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:38 INFO | -> Pre-selected 22400 entries from 26802 ( 83.5759 % ) 2018-04-05 22:40:41 INFO | -> Selected 14432 entries ( 53.8467 % ). Overall 762795 ( 42.3775 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:41 INFO | Using training file (97/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000012.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:41 INFO | -> Pre-selected 7958 entries from 9519 ( 83.6012 % ) 2018-04-05 22:40:42 INFO | -> Selected 5044 entries ( 52.9888 % ). Overall 766318 ( 42.5732 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:42 INFO | Using training file (98/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000023.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:42 INFO | -> Pre-selected 20976 entries from 25047 ( 83.7466 % ) 2018-04-05 22:40:44 INFO | -> Selected 13444 entries ( 53.6751 % ). Overall 775718 ( 43.0954 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:44 INFO | Using training file (99/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000110.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:44 INFO | -> Pre-selected 22091 entries from 26340 ( 83.8686 % ) 2018-04-05 22:40:46 INFO | -> Selected 14230 entries ( 54.0243 % ). Overall 785471 ( 43.6373 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:46 INFO | Using training file (100/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000092.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:46 INFO | -> Pre-selected 20290 entries from 24402 ( 83.1489 % ) 2018-04-05 22:40:49 INFO | -> Selected 13151 entries ( 53.8931 % ). Overall 794582 ( 44.1434 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:49 INFO | Using training file (101/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000023.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:49 INFO | -> Pre-selected 7800 entries from 9279 ( 84.0608 % ) 2018-04-05 22:40:50 INFO | -> Selected 5066 entries ( 54.5964 % ). Overall 798005 ( 44.3336 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:50 INFO | Using training file (102/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000111.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:50 INFO | -> Pre-selected 14833 entries from 17775 ( 83.4487 % ) 2018-04-05 22:40:51 INFO | -> Selected 9602 entries ( 54.0197 % ). Overall 804747 ( 44.7082 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:51 INFO | Using training file (103/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000085.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:51 INFO | -> Pre-selected 21018 entries from 25030 ( 83.9712 % ) 2018-04-05 22:40:54 INFO | -> Selected 13778 entries ( 55.0459 % ). Overall 814296 ( 45.2387 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:54 INFO | Using training file (104/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000059.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:54 INFO | -> Pre-selected 21412 entries from 25667 ( 83.4223 % ) 2018-04-05 22:40:56 INFO | -> Selected 13834 entries ( 53.898 % ). Overall 823874 ( 45.7708 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:56 INFO | Using training file (105/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000020.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:56 INFO | -> Pre-selected 20700 entries from 24844 ( 83.3199 % ) 2018-04-05 22:40:58 INFO | -> Selected 13377 entries ( 53.844 % ). Overall 833121 ( 46.2845 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:40:58 INFO | Using training file (106/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000016.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:40:58 INFO | -> Pre-selected 20902 entries from 25056 ( 83.4211 % ) 2018-04-05 22:41:00 INFO | -> Selected 13499 entries ( 53.8753 % ). Overall 842436 ( 46.802 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:00 INFO | Using training file (107/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000060.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:01 INFO | -> Pre-selected 20221 entries from 24297 ( 83.2243 % ) 2018-04-05 22:41:03 INFO | -> Selected 12974 entries ( 53.3975 % ). Overall 851481 ( 47.3045 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:03 INFO | Using training file (108/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000045.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:03 INFO | -> Pre-selected 20404 entries from 24390 ( 83.6572 % ) 2018-04-05 22:41:05 INFO | -> Selected 13225 entries ( 54.223 % ). Overall 860644 ( 47.8136 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:05 INFO | Using training file (109/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000055.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:05 INFO | -> Pre-selected 21382 entries from 25672 ( 83.2892 % ) 2018-04-05 22:41:07 INFO | -> Selected 13729 entries ( 53.4785 % ). Overall 870101 ( 48.3389 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:07 INFO | Using training file (110/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000009.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:07 INFO | -> Pre-selected 20287 entries from 24183 ( 83.8895 % ) 2018-04-05 22:41:10 INFO | -> Selected 13034 entries ( 53.8974 % ). Overall 879082 ( 48.8379 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:10 INFO | Using training file (111/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000108.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:10 INFO | -> Pre-selected 15575 entries from 18622 ( 83.6376 % ) 2018-04-05 22:41:11 INFO | -> Selected 10131 entries ( 54.4034 % ). Overall 886017 ( 49.2232 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:11 INFO | Using training file (112/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000011.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:11 INFO | -> Pre-selected 20454 entries from 24561 ( 83.2784 % ) 2018-04-05 22:41:14 INFO | -> Selected 13118 entries ( 53.4099 % ). Overall 895011 ( 49.7228 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:14 INFO | Using training file (113/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000029.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:14 INFO | -> Pre-selected 7043 entries from 8419 ( 83.656 % ) 2018-04-05 22:41:14 INFO | -> Selected 4625 entries ( 54.9353 % ). Overall 898234 ( 49.9019 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:14 INFO | Using training file (114/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000015.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:15 INFO | -> Pre-selected 15259 entries from 18296 ( 83.4007 % ) 2018-04-05 22:41:16 INFO | -> Selected 9734 entries ( 53.2029 % ). Overall 904847 ( 50.2693 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:16 INFO | Using training file (115/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000019.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:16 INFO | -> Pre-selected 20610 entries from 24667 ( 83.5529 % ) 2018-04-05 22:41:18 INFO | -> Selected 13364 entries ( 54.1776 % ). Overall 914092 ( 50.7829 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:18 INFO | Using training file (116/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000010.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:19 INFO | -> Pre-selected 21216 entries from 25252 ( 84.0171 % ) 2018-04-05 22:41:21 INFO | -> Selected 13707 entries ( 54.2808 % ). Overall 923564 ( 51.3091 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:21 INFO | Using training file (117/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000004.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:21 INFO | -> Pre-selected 10841 entries from 12918 ( 83.9217 % ) 2018-04-05 22:41:22 INFO | -> Selected 6954 entries ( 53.8319 % ). Overall 928331 ( 51.5739 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:22 INFO | Using training file (118/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000047.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:22 INFO | -> Pre-selected 21022 entries from 25071 ( 83.8499 % ) 2018-04-05 22:41:24 INFO | -> Selected 13539 entries ( 54.0026 % ). Overall 937666 ( 52.0926 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:24 INFO | Using training file (119/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000007.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:24 INFO | -> Pre-selected 10626 entries from 12717 ( 83.5574 % ) 2018-04-05 22:41:26 INFO | -> Selected 6672 entries ( 52.4652 % ). Overall 942248 ( 52.3471 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:26 INFO | Using training file (120/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000092.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:26 INFO | -> Pre-selected 20761 entries from 24865 ( 83.4949 % ) 2018-04-05 22:41:28 INFO | -> Selected 13578 entries ( 54.6069 % ). Overall 951619 ( 52.8677 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:28 INFO | Using training file (121/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000107.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:28 INFO | -> Pre-selected 15479 entries from 18555 ( 83.4223 % ) 2018-04-05 22:41:30 INFO | -> Selected 9889 entries ( 53.2956 % ). Overall 958489 ( 53.2494 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:30 INFO | Using training file (122/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000026.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:30 INFO | -> Pre-selected 16203 entries from 19341 ( 83.7754 % ) 2018-04-05 22:41:31 INFO | -> Selected 10546 entries ( 54.5267 % ). Overall 965768 ( 53.6538 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:31 INFO | Using training file (123/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000039.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:31 INFO | -> Pre-selected 21639 entries from 25791 ( 83.9014 % ) 2018-04-05 22:41:34 INFO | -> Selected 14078 entries ( 54.5849 % ). Overall 975551 ( 54.1973 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:34 INFO | Using training file (124/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000002.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:34 INFO | -> Pre-selected 7760 entries from 9327 ( 83.1993 % ) 2018-04-05 22:41:35 INFO | -> Selected 4921 entries ( 52.7608 % ). Overall 978934 ( 54.3852 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:35 INFO | Using training file (125/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000006.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:35 INFO | -> Pre-selected 16443 entries from 19577 ( 83.9914 % ) 2018-04-05 22:41:36 INFO | -> Selected 10541 entries ( 53.8438 % ). Overall 986239 ( 54.7911 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:36 INFO | Using training file (126/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000053.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:37 INFO | -> Pre-selected 20833 entries from 24929 ( 83.5693 % ) 2018-04-05 22:41:39 INFO | -> Selected 13444 entries ( 53.9292 % ). Overall 995437 ( 55.3021 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:39 INFO | Using training file (127/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000049.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:39 INFO | -> Pre-selected 21751 entries from 25936 ( 83.8641 % ) 2018-04-05 22:41:41 INFO | -> Selected 14211 entries ( 54.7926 % ). Overall 1005320 ( 55.8511 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:41 INFO | Using training file (128/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000038.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:41 INFO | -> Pre-selected 20555 entries from 24422 ( 84.1659 % ) 2018-04-05 22:41:43 INFO | -> Selected 13098 entries ( 53.632 % ). Overall 1014341 ( 56.3523 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:43 INFO | Using training file (129/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000086.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:44 INFO | -> Pre-selected 21304 entries from 25488 ( 83.5844 % ) 2018-04-05 22:41:46 INFO | -> Selected 13911 entries ( 54.5786 % ). Overall 1023906 ( 56.8837 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:46 INFO | Using training file (130/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000046.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:46 INFO | -> Pre-selected 19656 entries from 23412 ( 83.9569 % ) 2018-04-05 22:41:48 INFO | -> Selected 12750 entries ( 54.4593 % ). Overall 1032854 ( 57.3808 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:48 INFO | Using training file (131/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000038.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:48 INFO | -> Pre-selected 16231 entries from 19230 ( 84.4046 % ) 2018-04-05 22:41:50 INFO | -> Selected 10252 entries ( 53.3125 % ). Overall 1039887 ( 57.7715 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:50 INFO | Using training file (132/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000032.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:50 INFO | -> Pre-selected 21240 entries from 25262 ( 84.0789 % ) 2018-04-05 22:41:52 INFO | -> Selected 13694 entries ( 54.2079 % ). Overall 1049362 ( 58.2979 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:52 INFO | Using training file (133/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000094.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:52 INFO | -> Pre-selected 21250 entries from 25413 ( 83.6186 % ) 2018-04-05 22:41:55 INFO | -> Selected 13679 entries ( 53.8268 % ). Overall 1058870 ( 58.8261 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:55 INFO | Using training file (134/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000112.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:55 INFO | -> Pre-selected 21781 entries from 25942 ( 83.9604 % ) 2018-04-05 22:41:57 INFO | -> Selected 14050 entries ( 54.1593 % ). Overall 1068479 ( 59.3599 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:57 INFO | Using training file (135/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000089.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:57 INFO | -> Pre-selected 20989 entries from 24980 ( 84.0232 % ) 2018-04-05 22:41:59 INFO | -> Selected 13620 entries ( 54.5236 % ). Overall 1077975 ( 59.8875 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:41:59 INFO | Using training file (136/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000104.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:41:59 INFO | -> Pre-selected 20218 entries from 24219 ( 83.4799 % ) 2018-04-05 22:42:02 INFO | -> Selected 13314 entries ( 54.9734 % ). Overall 1087123 ( 60.3957 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:02 INFO | Using training file (137/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000039.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:02 INFO | -> Pre-selected 20562 entries from 24472 ( 84.0226 % ) 2018-04-05 22:42:04 INFO | -> Selected 13205 entries ( 53.9596 % ). Overall 1096198 ( 60.8999 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:04 INFO | Using training file (138/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000040.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:04 INFO | -> Pre-selected 17389 entries from 20764 ( 83.7459 % ) 2018-04-05 22:42:06 INFO | -> Selected 11399 entries ( 54.8979 % ). Overall 1104148 ( 61.3416 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:06 INFO | Using training file (139/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000091.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:06 INFO | -> Pre-selected 21226 entries from 25225 ( 84.1467 % ) 2018-04-05 22:42:08 INFO | -> Selected 13684 entries ( 54.2478 % ). Overall 1113678 ( 61.871 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:08 INFO | Using training file (140/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000030.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:08 INFO | -> Pre-selected 21639 entries from 25866 ( 83.6581 % ) 2018-04-05 22:42:11 INFO | -> Selected 13905 entries ( 53.7578 % ). Overall 1123193 ( 62.3996 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:11 INFO | Using training file (141/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000026.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:11 INFO | -> Pre-selected 7756 entries from 9273 ( 83.6407 % ) 2018-04-05 22:42:12 INFO | -> Selected 5010 entries ( 54.0278 % ). Overall 1126659 ( 62.5922 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:12 INFO | Using training file (142/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000079.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:12 INFO | -> Pre-selected 20171 entries from 24122 ( 83.6208 % ) 2018-04-05 22:42:14 INFO | -> Selected 12898 entries ( 53.4699 % ). Overall 1135505 ( 63.0836 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:14 INFO | Using training file (143/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000087.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:14 INFO | -> Pre-selected 22057 entries from 26316 ( 83.8159 % ) 2018-04-05 22:42:16 INFO | -> Selected 14206 entries ( 53.9824 % ). Overall 1145324 ( 63.6291 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:16 INFO | Using training file (144/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000073.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:16 INFO | -> Pre-selected 20246 entries from 24375 ( 83.0605 % ) 2018-04-05 22:42:19 INFO | -> Selected 13013 entries ( 53.3867 % ). Overall 1154315 ( 64.1286 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:19 INFO | Using training file (145/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000088.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:19 INFO | -> Pre-selected 20464 entries from 24541 ( 83.387 % ) 2018-04-05 22:42:21 INFO | -> Selected 13247 entries ( 53.9791 % ). Overall 1163363 ( 64.6313 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:21 INFO | Using training file (146/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000068.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:21 INFO | -> Pre-selected 19088 entries from 22741 ( 83.9365 % ) 2018-04-05 22:42:23 INFO | -> Selected 12325 entries ( 54.1973 % ). Overall 1171820 ( 65.1011 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:23 INFO | Using training file (147/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000073.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:23 INFO | -> Pre-selected 17364 entries from 20747 ( 83.694 % ) 2018-04-05 22:42:25 INFO | -> Selected 11230 entries ( 54.1283 % ). Overall 1179559 ( 65.5311 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:25 INFO | Using training file (148/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000098.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:25 INFO | -> Pre-selected 20962 entries from 25209 ( 83.1528 % ) 2018-04-05 22:42:27 INFO | -> Selected 13607 entries ( 53.9768 % ). Overall 1188966 ( 66.0537 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:27 INFO | Using training file (149/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000102.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:27 INFO | -> Pre-selected 20773 entries from 24743 ( 83.9551 % ) 2018-04-05 22:42:30 INFO | -> Selected 13480 entries ( 54.4801 % ). Overall 1198317 ( 66.5732 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:30 INFO | Using training file (150/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000056.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:30 INFO | -> Pre-selected 20860 entries from 25014 ( 83.3933 % ) 2018-04-05 22:42:32 INFO | -> Selected 13567 entries ( 54.2376 % ). Overall 1207696 ( 67.0942 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:32 INFO | Using training file (151/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000044.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:32 INFO | -> Pre-selected 15417 entries from 18548 ( 83.1195 % ) 2018-04-05 22:42:34 INFO | -> Selected 9954 entries ( 53.6662 % ). Overall 1214573 ( 67.4763 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:34 INFO | Using training file (152/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000048.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:34 INFO | -> Pre-selected 21491 entries from 25592 ( 83.9755 % ) 2018-04-05 22:42:36 INFO | -> Selected 13828 entries ( 54.0325 % ). Overall 1224155 ( 68.0086 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:36 INFO | Using training file (153/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000018.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:36 INFO | -> Pre-selected 7808 entries from 9399 ( 83.0727 % ) 2018-04-05 22:42:37 INFO | -> Selected 5057 entries ( 53.8036 % ). Overall 1227713 ( 68.2063 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:37 INFO | Using training file (154/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000095.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:37 INFO | -> Pre-selected 20683 entries from 24575 ( 84.1628 % ) 2018-04-05 22:42:39 INFO | -> Selected 13528 entries ( 55.0478 % ). Overall 1237195 ( 68.7331 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:39 INFO | Using training file (155/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000043.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:39 INFO | -> Pre-selected 10801 entries from 12844 ( 84.0937 % ) 2018-04-05 22:42:40 INFO | -> Selected 6917 entries ( 53.8539 % ). Overall 1241978 ( 68.9988 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:40 INFO | Using training file (156/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000084.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:40 INFO | -> Pre-selected 16270 entries from 19351 ( 84.0783 % ) 2018-04-05 22:42:42 INFO | -> Selected 10590 entries ( 54.7259 % ). Overall 1249317 ( 69.4065 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:42 INFO | Using training file (157/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000014.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:42 INFO | -> Pre-selected 20303 entries from 24244 ( 83.7444 % ) 2018-04-05 22:42:44 INFO | -> Selected 12951 entries ( 53.4194 % ). Overall 1258257 ( 69.9032 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:44 INFO | Using training file (158/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000082.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:44 INFO | -> Pre-selected 21574 entries from 25681 ( 84.0076 % ) 2018-04-05 22:42:47 INFO | -> Selected 14075 entries ( 54.8071 % ). Overall 1268053 ( 70.4474 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:47 INFO | Using training file (159/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000061.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:47 INFO | -> Pre-selected 15463 entries from 18460 ( 83.7649 % ) 2018-04-05 22:42:49 INFO | -> Selected 10091 entries ( 54.6641 % ). Overall 1275149 ( 70.8416 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:49 INFO | Using training file (160/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000015.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:49 INFO | -> Pre-selected 7768 entries from 9344 ( 83.1336 % ) 2018-04-05 22:42:49 INFO | -> Selected 5098 entries ( 54.5591 % ). Overall 1278657 ( 71.0365 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:49 INFO | Using training file (161/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000049.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:49 INFO | -> Pre-selected 14961 entries from 17845 ( 83.8386 % ) 2018-04-05 22:42:51 INFO | -> Selected 9690 entries ( 54.3009 % ). Overall 1285354 ( 71.4086 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:51 INFO | Using training file (162/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000104.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:51 INFO | -> Pre-selected 16406 entries from 19622 ( 83.6102 % ) 2018-04-05 22:42:53 INFO | -> Selected 10551 entries ( 53.7713 % ). Overall 1292661 ( 71.8145 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:53 INFO | Using training file (163/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000021.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:53 INFO | -> Pre-selected 20522 entries from 24617 ( 83.3652 % ) 2018-04-05 22:42:55 INFO | -> Selected 13362 entries ( 54.2796 % ). Overall 1301892 ( 72.3273 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:55 INFO | Using training file (164/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000025.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:55 INFO | -> Pre-selected 21472 entries from 25751 ( 83.3832 % ) 2018-04-05 22:42:58 INFO | -> Selected 14076 entries ( 54.662 % ). Overall 1311635 ( 72.8686 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:42:58 INFO | Using training file (165/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000105.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:42:58 INFO | -> Pre-selected 21001 entries from 25220 ( 83.2712 % ) 2018-04-05 22:43:00 INFO | -> Selected 13580 entries ( 53.8462 % ). Overall 1321042 ( 73.3912 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:00 INFO | Using training file (166/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000024.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:00 INFO | -> Pre-selected 15516 entries from 18731 ( 82.8359 % ) 2018-04-05 22:43:02 INFO | -> Selected 10101 entries ( 53.9266 % ). Overall 1327987 ( 73.7771 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:02 INFO | Using training file (167/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000047.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:02 INFO | -> Pre-selected 20300 entries from 24278 ( 83.6148 % ) 2018-04-05 22:43:04 INFO | -> Selected 13034 entries ( 53.6865 % ). Overall 1336991 ( 74.2773 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:04 INFO | Using training file (168/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000083.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:04 INFO | -> Pre-selected 18368 entries from 21846 ( 84.0795 % ) 2018-04-05 22:43:06 INFO | -> Selected 11836 entries ( 54.1793 % ). Overall 1345206 ( 74.7337 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:06 INFO | Using training file (169/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000016.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:06 INFO | -> Pre-selected 21685 entries from 25801 ( 84.0471 % ) 2018-04-05 22:43:08 INFO | -> Selected 14025 entries ( 54.3584 % ). Overall 1354883 ( 75.2713 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:08 INFO | Using training file (170/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000058.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:08 INFO | -> Pre-selected 20525 entries from 24629 ( 83.3367 % ) 2018-04-05 22:43:11 INFO | -> Selected 13401 entries ( 54.4115 % ). Overall 1364131 ( 75.7851 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:11 INFO | Using training file (171/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000103.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:11 INFO | -> Pre-selected 15286 entries from 18276 ( 83.6397 % ) 2018-04-05 22:43:12 INFO | -> Selected 9748 entries ( 53.3377 % ). Overall 1370867 ( 76.1593 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:12 INFO | Using training file (172/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000014.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:12 INFO | -> Pre-selected 15267 entries from 18143 ( 84.1482 % ) 2018-04-05 22:43:14 INFO | -> Selected 9783 entries ( 53.9216 % ). Overall 1377672 ( 76.5373 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:14 INFO | Using training file (173/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000004.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:14 INFO | -> Pre-selected 7777 entries from 9376 ( 82.9458 % ) 2018-04-05 22:43:15 INFO | -> Selected 5165 entries ( 55.0875 % ). Overall 1381290 ( 76.7383 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:15 INFO | Using training file (174/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000074.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:15 INFO | -> Pre-selected 16104 entries from 19216 ( 83.8052 % ) 2018-04-05 22:43:17 INFO | -> Selected 10353 entries ( 53.877 % ). Overall 1388502 ( 77.139 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:17 INFO | Using training file (175/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000045.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:17 INFO | -> Pre-selected 20848 entries from 24880 ( 83.7942 % ) 2018-04-05 22:43:19 INFO | -> Selected 13647 entries ( 54.8513 % ). Overall 1397993 ( 77.6663 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:19 INFO | Using training file (176/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000114.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:19 INFO | -> Pre-selected 21831 entries from 26173 ( 83.4104 % ) 2018-04-05 22:43:21 INFO | -> Selected 13964 entries ( 53.3527 % ). Overall 1407575 ( 78.1986 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:21 INFO | Using training file (177/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000022.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:21 INFO | -> Pre-selected 7595 entries from 9174 ( 82.7883 % ) 2018-04-05 22:43:22 INFO | -> Selected 4835 entries ( 52.7033 % ). Overall 1410919 ( 78.3844 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:22 INFO | Using training file (178/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000027.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:22 INFO | -> Pre-selected 21035 entries from 25101 ( 83.8014 % ) 2018-04-05 22:43:24 INFO | -> Selected 13753 entries ( 54.7906 % ). Overall 1420484 ( 78.9158 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:25 INFO | Using training file (179/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000026.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:25 INFO | -> Pre-selected 20364 entries from 24385 ( 83.5104 % ) 2018-04-05 22:43:27 INFO | -> Selected 13140 entries ( 53.8856 % ). Overall 1429662 ( 79.4257 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:27 INFO | Using training file (180/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000017.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:27 INFO | -> Pre-selected 21493 entries from 25788 ( 83.345 % ) 2018-04-05 22:43:29 INFO | -> Selected 13793 entries ( 53.4861 % ). Overall 1439169 ( 79.9538 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:29 INFO | Using training file (181/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000008.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:29 INFO | -> Pre-selected 21294 entries from 25456 ( 83.6502 % ) 2018-04-05 22:43:32 INFO | -> Selected 13837 entries ( 54.3565 % ). Overall 1448672 ( 80.4818 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:32 INFO | Using training file (182/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000071.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:32 INFO | -> Pre-selected 18727 entries from 22316 ( 83.9174 % ) 2018-04-05 22:43:34 INFO | -> Selected 12035 entries ( 53.9299 % ). Overall 1456972 ( 80.9429 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:34 INFO | Using training file (183/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000077.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:34 INFO | -> Pre-selected 21693 entries from 25919 ( 83.6954 % ) 2018-04-05 22:43:36 INFO | -> Selected 13997 entries ( 54.0029 % ). Overall 1466670 ( 81.4817 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:36 INFO | Using training file (184/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000033.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:36 INFO | -> Pre-selected 14576 entries from 17403 ( 83.7557 % ) 2018-04-05 22:43:38 INFO | -> Selected 9509 entries ( 54.64 % ). Overall 1473180 ( 81.8433 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:38 INFO | Using training file (185/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000003.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:38 INFO | -> Pre-selected 20836 entries from 25051 ( 83.1743 % ) 2018-04-05 22:43:40 INFO | -> Selected 13274 entries ( 52.9879 % ). Overall 1482362 ( 82.3534 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:40 INFO | Using training file (186/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000009.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:40 INFO | -> Pre-selected 10646 entries from 12739 ( 83.5701 % ) 2018-04-05 22:43:41 INFO | -> Selected 6832 entries ( 53.6306 % ). Overall 1487108 ( 82.6171 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:41 INFO | Using training file (187/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000090.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:41 INFO | -> Pre-selected 21493 entries from 25788 ( 83.345 % ) 2018-04-05 22:43:44 INFO | -> Selected 13888 entries ( 53.8545 % ). Overall 1496692 ( 83.1496 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:44 INFO | Using training file (188/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000010.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:44 INFO | -> Pre-selected 21105 entries from 25309 ( 83.3893 % ) 2018-04-05 22:43:46 INFO | -> Selected 13655 entries ( 53.9531 % ). Overall 1506129 ( 83.6738 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:46 INFO | Using training file (189/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000052.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:46 INFO | -> Pre-selected 20569 entries from 24491 ( 83.986 % ) 2018-04-05 22:43:48 INFO | -> Selected 13256 entries ( 54.126 % ). Overall 1515327 ( 84.1848 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:48 INFO | Using training file (190/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000032.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:48 INFO | -> Pre-selected 20491 entries from 24486 ( 83.6846 % ) 2018-04-05 22:43:51 INFO | -> Selected 13229 entries ( 54.0268 % ). Overall 1524416 ( 84.6898 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:51 INFO | Using training file (191/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000029.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:51 INFO | -> Pre-selected 20790 entries from 24992 ( 83.1866 % ) 2018-04-05 22:43:53 INFO | -> Selected 13465 entries ( 53.8772 % ). Overall 1533780 ( 85.21 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:53 INFO | Using training file (192/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000057.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:53 INFO | -> Pre-selected 20740 entries from 24767 ( 83.7405 % ) 2018-04-05 22:43:55 INFO | -> Selected 13312 entries ( 53.7489 % ). Overall 1542868 ( 85.7149 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:55 INFO | Using training file (193/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000013.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:55 INFO | -> Pre-selected 20524 entries from 24505 ( 83.7543 % ) 2018-04-05 22:43:58 INFO | -> Selected 13228 entries ( 53.9808 % ). Overall 1552068 ( 86.226 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:43:58 INFO | Using training file (194/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000001.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:43:58 INFO | -> Pre-selected 21343 entries from 25390 ( 84.0607 % ) 2018-04-05 22:44:00 INFO | -> Selected 13797 entries ( 54.3403 % ). Overall 1561679 ( 86.7599 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:00 INFO | Using training file (195/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000013.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:00 INFO | -> Pre-selected 22212 entries from 26448 ( 83.9837 % ) 2018-04-05 22:44:03 INFO | -> Selected 14434 entries ( 54.575 % ). Overall 1571694 ( 87.3163 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:03 INFO | Using training file (196/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000078.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:03 INFO | -> Pre-selected 21135 entries from 25318 ( 83.4782 % ) 2018-04-05 22:44:05 INFO | -> Selected 13574 entries ( 53.614 % ). Overall 1581075 ( 87.8375 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:05 INFO | Using training file (197/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000070.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:05 INFO | -> Pre-selected 20336 entries from 24424 ( 83.2624 % ) 2018-04-05 22:44:07 INFO | -> Selected 13307 entries ( 54.4833 % ). Overall 1590264 ( 88.348 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:07 INFO | Using training file (198/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000076.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:07 INFO | -> Pre-selected 21326 entries from 25418 ( 83.9012 % ) 2018-04-05 22:44:10 INFO | -> Selected 13819 entries ( 54.367 % ). Overall 1599764 ( 88.8758 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:10 INFO | Using training file (199/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000101.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:10 INFO | -> Pre-selected 21728 entries from 25890 ( 83.9243 % ) 2018-04-05 22:44:12 INFO | -> Selected 14133 entries ( 54.5886 % ). Overall 1609573 ( 89.4207 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:12 INFO | Using training file (200/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000036.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:12 INFO | -> Pre-selected 20002 entries from 24004 ( 83.3278 % ) 2018-04-05 22:44:14 INFO | -> Selected 12915 entries ( 53.8035 % ). Overall 1618503 ( 89.9168 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:14 INFO | Using training file (201/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000041.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:14 INFO | -> Pre-selected 21126 entries from 25244 ( 83.6872 % ) 2018-04-05 22:44:17 INFO | -> Selected 13639 entries ( 54.0287 % ). Overall 1627956 ( 90.442 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:17 INFO | Using training file (202/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000009.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:17 INFO | -> Pre-selected 7641 entries from 9212 ( 82.9462 % ) 2018-04-05 22:44:18 INFO | -> Selected 4953 entries ( 53.7668 % ). Overall 1631408 ( 90.6338 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:18 INFO | Using training file (203/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000072.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:18 INFO | -> Pre-selected 21147 entries from 25414 ( 83.21 % ) 2018-04-05 22:44:20 INFO | -> Selected 13750 entries ( 54.104 % ). Overall 1640893 ( 91.1607 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:20 INFO | Using training file (204/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000022.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:20 INFO | -> Pre-selected 20910 entries from 24928 ( 83.8816 % ) 2018-04-05 22:44:23 INFO | -> Selected 13781 entries ( 55.2832 % ). Overall 1650435 ( 91.6908 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:23 INFO | Using training file (205/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000083.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:23 INFO | -> Pre-selected 20796 entries from 24904 ( 83.5047 % ) 2018-04-05 22:44:25 INFO | -> Selected 13442 entries ( 53.9753 % ). Overall 1659835 ( 92.2131 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:25 INFO | Using training file (206/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000034.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:25 INFO | -> Pre-selected 16461 entries from 19677 ( 83.656 % ) 2018-04-05 22:44:27 INFO | -> Selected 10646 entries ( 54.1038 % ). Overall 1667153 ( 92.6196 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:27 INFO | Using training file (207/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000042.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:27 INFO | -> Pre-selected 20305 entries from 24354 ( 83.3744 % ) 2018-04-05 22:44:30 INFO | -> Selected 13259 entries ( 54.4428 % ). Overall 1676294 ( 93.1274 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:30 INFO | Using training file (208/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000068.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:30 INFO | -> Pre-selected 10271 entries from 12281 ( 83.6333 % ) 2018-04-05 22:44:31 INFO | -> Selected 6551 entries ( 53.3426 % ). Overall 1680850 ( 93.3806 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:31 INFO | Using training file (209/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000037.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:31 INFO | -> Pre-selected 21181 entries from 25479 ( 83.1312 % ) 2018-04-05 22:44:34 INFO | -> Selected 13640 entries ( 53.5343 % ). Overall 1690287 ( 93.9048 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:34 INFO | Using training file (210/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000001.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:34 INFO | -> Pre-selected 21067 entries from 25190 ( 83.6324 % ) 2018-04-05 22:44:36 INFO | -> Selected 13654 entries ( 54.204 % ). Overall 1699699 ( 94.4277 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:36 INFO | Using training file (211/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000028.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:37 INFO | -> Pre-selected 20907 entries from 25048 ( 83.4677 % ) 2018-04-05 22:44:39 INFO | -> Selected 13306 entries ( 53.122 % ). Overall 1708873 ( 94.9374 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:39 INFO | Using training file (212/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000103.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:39 INFO | -> Pre-selected 21316 entries from 25450 ( 83.7564 % ) 2018-04-05 22:44:42 INFO | -> Selected 13860 entries ( 54.4597 % ). Overall 1718332 ( 95.4629 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:42 INFO | Using training file (213/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000051.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:42 INFO | -> Pre-selected 15463 entries from 18607 ( 83.1031 % ) 2018-04-05 22:44:44 INFO | -> Selected 9943 entries ( 53.4369 % ). Overall 1725214 ( 95.8452 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:44 INFO | Using training file (214/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000006.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:44 INFO | -> Pre-selected 7709 entries from 9295 ( 82.9371 % ) 2018-04-05 22:44:45 INFO | -> Selected 5132 entries ( 55.2125 % ). Overall 1728730 ( 96.0406 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:45 INFO | Using training file (215/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000062.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:45 INFO | -> Pre-selected 20539 entries from 24655 ( 83.3056 % ) 2018-04-05 22:44:47 INFO | -> Selected 13128 entries ( 53.2468 % ). Overall 1737779 ( 96.5433 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:47 INFO | Using training file (216/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000099.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:47 INFO | -> Pre-selected 21325 entries from 25461 ( 83.7555 % ) 2018-04-05 22:44:50 INFO | -> Selected 13738 entries ( 53.957 % ). Overall 1747244 ( 97.0691 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:50 INFO | Using training file (217/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000095.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:50 INFO | -> Pre-selected 20484 entries from 24610 ( 83.2345 % ) 2018-04-05 22:44:53 INFO | -> Selected 13277 entries ( 53.9496 % ). Overall 1756378 ( 97.5766 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:53 INFO | Using training file (218/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000050.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:53 INFO | -> Pre-selected 21094 entries from 25194 ( 83.7263 % ) 2018-04-05 22:44:56 INFO | -> Selected 13688 entries ( 54.3304 % ). Overall 1765935 ( 98.1075 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:56 INFO | Using training file (219/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000043.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:56 INFO | -> Pre-selected 15109 entries from 18145 ( 83.2681 % ) 2018-04-05 22:44:57 INFO | -> Selected 9639 entries ( 53.1221 % ). Overall 1772607 ( 98.4782 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:44:57 INFO | Using training file (220/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000077.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:44:57 INFO | -> Pre-selected 19695 entries from 23673 ( 83.196 % ) 2018-04-05 22:45:00 INFO | -> Selected 12790 entries ( 54.0278 % ). Overall 1781494 ( 98.9719 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:45:00 INFO | Using training file (221/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000011.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:45:00 INFO | -> Pre-selected 21566 entries from 25808 ( 83.5632 % ) 2018-04-05 22:45:02 INFO | -> Selected 13875 entries ( 53.7624 % ). Overall 1791168 ( 99.5093 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:45:02 INFO | Using training file (222/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000014.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:45:02 INFO | -> Pre-selected 7782 entries from 9289 ( 83.7765 % ) 2018-04-05 22:45:03 INFO | -> Selected 5117 entries ( 55.0867 % ). Overall 1794747 ( 99.7082 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:45:03 INFO | Using training file (223/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000064.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-05 22:45:04 INFO | -> Pre-selected 20946 entries from 25034 ( 83.6702 % ) 2018-04-05 22:45:05 INFO | -> Selected 7567 entries ( 30.2269 % ). Overall 1800000 ( 100 % ) of required 1800000 non-ghost training entries. 2018-04-05 22:45:05 INFO | Considered 4026777 tracks for input to MVA training 2018-04-05 22:45:05 INFO | Sel. Eff. = 64.6501% 2018-04-05 22:45:05 INFO | Selected 1822803/770707 tracks for input to MVA training/testing 2018-04-05 22:45:05 INFO | Ghost percentage = 1.25099% 2018-04-05 22:45:05 INFO | Electron percentage = 0.465108% 2018-04-05 22:45:05 INFO | Muon percentage = 0.680436% 2018-04-05 22:45:05 INFO | Pion percentage = 63.6565% 2018-04-05 22:45:05 INFO | Kaon percentage = 4.61202% 2018-04-05 22:45:05 INFO | Proton percentage = 4.2873% 2018-04-05 22:45:05 WARN | Unknown Particle type 3112 2018-04-05 22:45:05 INFO | 'PDG=3112' percentage = 0.0117402% 2018-04-05 22:45:05 WARN | Unknown Particle type 3222 2018-04-05 22:45:05 INFO | 'PDG=3222' percentage = 0.030283% 2018-04-05 22:45:05 INFO | Deuteron percentage = 25% 2018-04-05 22:45:05 INFO | Skipped 4 contributions below 0.01% : Add Tree TrainAssignTree_Signal of type Signal with 455701 events : Add Tree TestAssignTree_Signal of type Signal with 195146 events : Add Tree TrainAssignTree_Background of type Background with 1367102 events : Add Tree TestAssignTree_Background of type Background with 585367 events : Dataset[GlobalPID_DataSet] : Class index : 0 name : Signal : Dataset[GlobalPID_DataSet] : Class index : 1 name : Background 2018-04-05 22:45:05 INFO | Input layer has 36 nodes, hidden layer has 49 nodes 2018-04-05 22:45:05 INFO | TMVA MLP 'H:V:EpochMonitoring:HiddenLayers=49,24:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=sigmoid:TrainingMethod=BP:EstimatorType=CE'
Factory : Booking method: Deuteron_Long_TMVA : : Parsing option string: : ... "H:V:EpochMonitoring:HiddenLayers=49,24:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=sigmoid:TrainingMethod=BP:EstimatorType=CE" : The following options are set: : - By User: : : - Default: : Boost_num: "0" [Number of times the classifier will be boosted] : Parsing option string: : ... "H:V:EpochMonitoring:HiddenLayers=49,24:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=sigmoid:TrainingMethod=BP:EstimatorType=CE" : The following options are set: : - By User: : NCycles: "750" [Number of training cycles] : HiddenLayers: "49,24" [Specification of hidden layer architecture] : NeuronType: "sigmoid" [Neuron activation function type] : EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood] : V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)] : VarTransform: "Norm" [List of variable transformations performed before training, e.g., "D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is assumed)"] : H: "True" [Print method-specific help message] : TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)] : EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)] : ConvergenceImprove: "1.000000e-16" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)] : ConvergenceTests: "15" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)] : UseRegulator: "False" [Use regulator to avoid over-training] : - Default: : RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')] : NeuronInputType: "sum" [Neuron input function type] : VerbosityLevel: "Default" [Verbosity level] : CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)] : IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)] : LearningRate: "2.000000e-02" [ANN learning rate parameter] : DecayRate: "1.000000e-02" [Decay rate for learning parameter] : TestRate: "10" [Test for overtraining performed at each #th epochs] : Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch] : SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training] : SamplingImportance: "1.000000e+00" [ The sampling weights of events in epochs which successful (worse estimator than before) are multiplied with SamplingImportance, else they are divided.] : SamplingTraining: "True" [The training sample is sampled] : SamplingTesting: "False" [The testing sample is sampled] : ResetStep: "50" [How often BFGS should reset history] : Tau: "3.000000e+00" [LineSearch "size step"] : BPMode: "sequential" [Back-propagation learning mode: sequential or batch] : BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events] : UpdateLimit: "10000" [Maximum times of regulator update] : CalculateErrors: "False" [Calculates inverse Hessian matrix at the end of the training to be able to calculate the uncertainties of an MVA value] : WeightRange: "1.000000e+00" [Take the events for the estimator calculations from small deviations from the desired value to large deviations only over the weight range]
Deuteron_Long_TMVA : [GlobalPID_DataSet] : Create Transformation "Norm" with events from all classes. :
: Transformation, Variable selection : : Input : variable 'TrackP' <---> Output : variable 'TrackP' : Input : variable 'TrackPt' <---> Output : variable 'TrackPt' : Input : variable 'TrackChi2PerDof' <---> Output : variable 'TrackChi2PerDof' : Input : variable 'TrackNumDof' <---> Output : variable 'TrackNumDof' : Input : variable 'TrackGhostProbability' <---> Output : variable 'TrackGhostProbability' : Input : variable 'TrackFitMatchChi2' <---> Output : variable 'TrackFitMatchChi2' : Input : variable 'TrackFitVeloChi2' <---> Output : variable 'TrackFitVeloChi2' : Input : variable 'TrackFitVeloNDoF' <---> Output : variable 'TrackFitVeloNDoF' : Input : variable 'TrackFitTChi2' <---> Output : variable 'TrackFitTChi2' : Input : variable 'TrackFitTNDoF' <---> Output : variable 'TrackFitTNDoF' : Input : variable 'RichUsedR1Gas' <---> Output : variable 'RichUsedR1Gas' : Input : variable 'RichUsedR2Gas' <---> Output : variable 'RichUsedR2Gas' : Input : variable 'RichAbovePiThres' <---> Output : variable 'RichAbovePiThres' : Input : variable 'RichAboveKaThres' <---> Output : variable 'RichAboveKaThres' : Input : variable 'RichAbovePrThres' <---> Output : variable 'RichAbovePrThres' : Input : variable 'RichDLLe' <---> Output : variable 'RichDLLe' : Input : variable 'RichDLLmu' <---> Output : variable 'RichDLLmu' : Input : variable 'RichDLLk' <---> Output : variable 'RichDLLk' : Input : variable 'RichDLLp' <---> Output : variable 'RichDLLp' : Input : variable 'RichDLLd' <---> Output : variable 'RichDLLd' : Input : variable 'RichDLLbt' <---> Output : variable 'RichDLLbt' : Input : variable 'MuonBkgLL' <---> Output : variable 'MuonBkgLL' : Input : variable 'MuonMuLL' <---> Output : variable 'MuonMuLL' : Input : variable 'MuonIsMuon' <---> Output : variable 'MuonIsMuon' : Input : variable 'MuonNShared' <---> Output : variable 'MuonNShared' : Input : variable 'InAccMuon' <---> Output : variable 'InAccMuon' : Input : variable 'MuonIsLooseMuon' <---> Output : variable 'MuonIsLooseMuon' : Input : variable 'EcalPIDe' <---> Output : variable 'EcalPIDe' : Input : variable 'EcalPIDmu' <---> Output : variable 'EcalPIDmu' : Input : variable 'HcalPIDe' <---> Output : variable 'HcalPIDe' : Input : variable 'HcalPIDmu' <---> Output : variable 'HcalPIDmu' : Input : variable 'CaloPrsE' <---> Output : variable 'CaloPrsE' : Input : variable 'PrsPIDe' <---> Output : variable 'PrsPIDe' : Input : variable 'InAccBrem' <---> Output : variable 'InAccBrem' : Input : variable 'BremPIDe' <---> Output : variable 'BremPIDe'
Deuteron_Long_TMVA : Building Network. : Initializing weights 2018-04-05 22:45:05 INFO | Starting Training...
Factory : Train all methods : Parsing option string: : ... "V:nTrain_Signal=0:nTrain_Background=0:SplitMode=Random:NormMode=NumEvents" : The following options are set: : - By User: : SplitMode: "Random" [Method of picking training and testing events (default: random)] : NormMode: "NumEvents" [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)] : nTrain_Signal: "0" [Number of training events of class Signal (default: 0 = all)] : nTrain_Background: "0" [Number of training events of class Background (default: 0 = all)] : V: "True" [Verbosity (default: true)] : - Default: : MixMode: "SameAsSplitMode" [Method of mixing events of different classes into one dataset (default: SameAsSplitMode)] : SplitSeed: "100" [Seed for random event shuffling] : ScaleWithPreselEff: "False" [Scale the number of requested events by the eff. of the preselection cuts (or not)] : nTest_Signal: "0" [Number of test events of class Signal (default: 0 = all)] : TrainTestSplit_Signal: "0.000000e+00" [Number of test events of class Signal (default: 0 = all)] : nTest_Background: "0" [Number of test events of class Background (default: 0 = all)] : TrainTestSplit_Background: "0.000000e+00" [Number of test events of class Background (default: 0 = all)] : VerboseLevel: "Info" [VerboseLevel (Debug/Verbose/Info)] : Correlations: "True" [Boolean to show correlation output (Default: true)]
DataSetFactory : [GlobalPID_DataSet] : Number of events in input trees : : : Number of training and testing events : --------------------------------------------------------------------------- : Signal -- training events : 455701 : Signal -- testing events : 195146 : Signal -- training and testing events: 650847 : Background -- training events : 1367102 : Background -- testing events : 585367 : Background -- training and testing events: 1952469 :
DataSetInfo : Correlation matrix (Signal): : ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitMatchChi2 TrackFitVeloChi2 TrackFitVeloNDoF TrackFitTChi2 TrackFitTNDoF RichUsedR1Gas RichUsedR2Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLd RichDLLbt MuonBkgLL MuonMuLL MuonIsMuon MuonNShared InAccMuon MuonIsLooseMuon EcalPIDe EcalPIDmu HcalPIDe HcalPIDmu CaloPrsE PrsPIDe InAccBrem BremPIDe : TrackP: +1.000 +0.488 +0.044 -0.275 -0.066 +0.004 -0.052 -0.072 -0.184 -0.340 -0.414 +0.245 -0.116 +0.176 +0.380 -0.118 -0.122 -0.171 -0.194 -0.149 -0.203 -0.022 -0.022 -0.032 -0.027 -0.223 -0.022 -0.358 -0.359 -0.338 -0.338 -0.319 -0.332 -0.381 -0.380 : TrackPt: +0.488 +1.000 -0.059 +0.044 -0.003 -0.036 -0.020 -0.046 +0.009 +0.108 +0.117 -0.047 +0.047 +0.242 +0.366 +0.049 +0.044 +0.004 +0.002 +0.082 +0.035 -0.057 -0.057 -0.045 -0.047 +0.087 -0.057 +0.081 +0.080 +0.072 +0.072 +0.089 +0.077 +0.095 +0.095 : TrackChi2PerDof: +0.044 -0.059 +1.000 -0.131 +0.568 +0.726 +0.226 -0.037 +0.360 -0.132 -0.092 +0.019 -0.027 -0.061 -0.014 -0.029 -0.028 -0.029 -0.036 -0.046 -0.044 +0.019 +0.019 +0.016 +0.017 -0.059 +0.019 -0.083 -0.083 -0.071 -0.072 -0.077 -0.077 -0.100 -0.100 : TrackNumDof: -0.275 +0.044 -0.131 +1.000 -0.157 -0.056 +0.530 +0.748 +0.389 +0.772 +0.622 +0.151 +0.212 +0.096 +0.044 +0.215 +0.215 +0.223 +0.241 +0.264 +0.270 -0.013 -0.013 -0.002 -0.004 +0.407 -0.013 +0.611 +0.611 +0.533 +0.533 +0.547 +0.550 +0.674 +0.674 : TrackGhostProbability: -0.066 -0.003 +0.568 -0.157 +1.000 +0.567 -0.031 -0.117 +0.082 -0.033 +0.028 -0.104 -0.012 -0.084 -0.088 -0.003 -0.002 +0.005 +0.003 -0.010 -0.003 +0.014 +0.014 +0.013 +0.020 -0.001 +0.014 +0.006 +0.006 -0.005 -0.005 -0.003 -0.002 -0.034 -0.034 : TrackFitMatchChi2: +0.004 -0.036 +0.726 -0.056 +0.567 +1.000 +0.008 -0.003 +0.016 -0.049 -0.022 +0.012 -0.003 -0.021 -0.010 -0.002 -0.001 -0.001 -0.004 -0.009 -0.007 +0.004 +0.004 +0.003 +0.005 -0.011 +0.004 -0.016 -0.016 -0.018 -0.018 -0.014 -0.014 -0.028 -0.028 : TrackFitVeloChi2: -0.052 -0.020 +0.226 +0.530 -0.031 +0.008 +1.000 +0.698 +0.074 +0.146 +0.279 +0.251 +0.085 +0.116 +0.132 +0.087 +0.086 +0.079 +0.084 +0.101 +0.106 +0.000 +0.000 -0.001 -0.000 +0.160 +0.000 +0.247 +0.247 +0.264 +0.264 +0.216 +0.216 +0.315 +0.315 : TrackFitVeloNDoF: -0.072 -0.046 -0.037 +0.748 -0.117 -0.003 +0.698 +1.000 +0.089 +0.191 +0.389 +0.354 +0.118 +0.155 +0.180 +0.121 +0.120 +0.110 +0.118 +0.144 +0.149 +0.002 +0.002 +0.000 +0.001 +0.215 +0.002 +0.339 +0.339 +0.365 +0.365 +0.297 +0.297 +0.441 +0.440 : TrackFitTChi2: -0.184 +0.009 +0.360 +0.389 +0.082 +0.016 +0.074 +0.089 +1.000 +0.516 +0.264 -0.084 +0.088 -0.113 -0.115 +0.083 +0.086 +0.102 +0.106 +0.104 +0.109 +0.016 +0.016 +0.026 +0.022 +0.173 +0.016 +0.287 +0.287 +0.215 +0.215 +0.248 +0.251 +0.276 +0.276 : TrackFitTNDoF: -0.340 +0.108 -0.132 +0.772 -0.033 -0.049 +0.146 +0.191 +0.516 +1.000 +0.533 -0.115 +0.176 -0.019 -0.116 +0.176 +0.178 +0.201 +0.219 +0.230 +0.236 -0.023 -0.023 -0.004 -0.007 +0.372 -0.023 +0.586 +0.586 +0.454 +0.455 +0.511 +0.516 +0.566 +0.566 : RichUsedR1Gas: -0.414 +0.117 -0.092 +0.622 +0.028 -0.022 +0.279 +0.389 +0.264 +0.533 +1.000 -0.092 +0.269 +0.026 -0.069 +0.277 +0.279 +0.301 +0.320 +0.329 +0.339 -0.007 -0.007 +0.007 +0.002 +0.362 -0.007 +0.599 +0.599 +0.518 +0.518 +0.535 +0.539 +0.761 +0.761 : RichUsedR2Gas: +0.245 -0.047 +0.019 +0.151 -0.104 +0.012 +0.251 +0.354 -0.084 -0.115 -0.092 +1.000 +0.190 +0.384 +0.424 +0.189 +0.186 +0.158 +0.157 +0.182 +0.175 +0.002 +0.002 -0.017 -0.008 +0.121 +0.002 +0.050 +0.050 +0.109 +0.109 +0.055 +0.052 -0.020 -0.020 : RichAbovePiThres: -0.116 +0.047 -0.027 +0.212 -0.012 -0.003 +0.085 +0.118 +0.088 +0.176 +0.269 +0.190 +1.000 +0.303 +0.153 +0.968 +0.968 +0.961 +0.957 +0.948 +0.955 +0.007 +0.007 +0.003 +0.005 +0.338 +0.007 +0.213 +0.213 +0.184 +0.184 +0.255 +0.256 +0.216 +0.216 : RichAboveKaThres: +0.176 +0.242 -0.061 +0.096 -0.084 -0.021 +0.116 +0.155 -0.113 -0.019 +0.026 +0.384 +0.303 +1.000 +0.505 +0.309 +0.300 +0.247 +0.272 +0.300 +0.298 -0.094 -0.094 -0.112 -0.091 +0.158 -0.094 +0.054 +0.053 +0.067 +0.068 +0.074 +0.068 +0.037 +0.037 : RichAbovePrThres: +0.380 +0.366 -0.014 +0.044 -0.088 -0.010 +0.132 +0.180 -0.115 -0.116 -0.069 +0.424 +0.153 +0.505 +1.000 +0.161 +0.153 +0.074 +0.080 +0.144 +0.136 -0.073 -0.073 -0.073 -0.066 +0.050 -0.073 -0.049 -0.049 -0.031 -0.031 -0.022 -0.031 -0.057 -0.057 : RichDLLe: -0.118 +0.049 -0.029 +0.215 -0.003 -0.002 +0.087 +0.121 +0.083 +0.176 +0.277 +0.189 +0.968 +0.309 +0.161 +1.000 +1.000 +0.991 +0.987 +0.977 +0.984 +0.004 +0.004 -0.000 +0.002 +0.338 +0.004 +0.214 +0.214 +0.184 +0.184 +0.258 +0.259 +0.223 +0.223 : RichDLLmu: -0.122 +0.044 -0.028 +0.215 -0.002 -0.001 +0.086 +0.120 +0.086 +0.178 +0.279 +0.186 +0.968 +0.300 +0.153 +1.000 +1.000 +0.992 +0.988 +0.977 +0.985 +0.005 +0.005 +0.001 +0.004 +0.338 +0.005 +0.215 +0.215 +0.185 +0.185 +0.259 +0.260 +0.224 +0.224 : RichDLLk: -0.171 +0.004 -0.029 +0.223 +0.005 -0.001 +0.079 +0.110 +0.102 +0.201 +0.301 +0.158 +0.961 +0.247 +0.074 +0.991 +0.992 +1.000 +0.995 +0.977 +0.986 +0.010 +0.010 +0.006 +0.007 +0.341 +0.010 +0.231 +0.231 +0.198 +0.198 +0.270 +0.272 +0.245 +0.245 : RichDLLp: -0.194 +0.002 -0.036 +0.241 +0.003 -0.004 +0.084 +0.118 +0.106 +0.219 +0.320 +0.157 +0.957 +0.272 +0.080 +0.987 +0.988 +0.995 +1.000 +0.980 +0.990 +0.004 +0.004 +0.002 +0.003 +0.352 +0.004 +0.248 +0.248 +0.216 +0.216 +0.285 +0.287 +0.266 +0.266 : RichDLLd: -0.149 +0.082 -0.046 +0.264 -0.010 -0.009 +0.101 +0.144 +0.104 +0.230 +0.329 +0.182 +0.948 +0.300 +0.144 +0.977 +0.977 +0.977 +0.980 +1.000 +0.985 -0.004 -0.004 -0.003 -0.004 +0.361 -0.004 +0.259 +0.259 +0.228 +0.228 +0.296 +0.297 +0.278 +0.278 : RichDLLbt: -0.203 +0.035 -0.044 +0.270 -0.003 -0.007 +0.106 +0.149 +0.109 +0.236 +0.339 +0.175 +0.955 +0.298 +0.136 +0.984 +0.985 +0.986 +0.990 +0.985 +1.000 -0.003 -0.003 -0.003 -0.003 +0.368 -0.003 +0.270 +0.270 +0.241 +0.241 +0.304 +0.306 +0.291 +0.291 : MuonBkgLL: -0.022 -0.057 +0.019 -0.013 +0.014 +0.004 +0.000 +0.002 +0.016 -0.023 -0.007 +0.002 +0.007 -0.094 -0.073 +0.004 +0.005 +0.010 +0.004 -0.004 -0.003 +1.000 +1.000 +0.607 +0.753 +0.026 +1.000 -0.011 -0.011 -0.022 -0.022 +0.002 +0.003 -0.007 -0.007 : MuonMuLL: -0.022 -0.057 +0.019 -0.013 +0.014 +0.004 +0.000 +0.002 +0.016 -0.023 -0.007 +0.002 +0.007 -0.094 -0.073 +0.004 +0.005 +0.010 +0.004 -0.004 -0.003 +1.000 +1.000 +0.606 +0.753 +0.026 +1.000 -0.011 -0.011 -0.022 -0.022 +0.002 +0.002 -0.007 -0.007 : MuonIsMuon: -0.032 -0.045 +0.016 -0.002 +0.013 +0.003 -0.001 +0.000 +0.026 -0.004 +0.007 -0.017 +0.003 -0.112 -0.073 -0.000 +0.001 +0.006 +0.002 -0.003 -0.003 +0.607 +0.606 +1.000 +0.471 +0.016 +0.606 +0.008 +0.008 +0.003 +0.003 +0.009 +0.010 +0.007 +0.007 : MuonNShared: -0.027 -0.047 +0.017 -0.004 +0.020 +0.005 -0.000 +0.001 +0.022 -0.007 +0.002 -0.008 +0.005 -0.091 -0.066 +0.002 +0.004 +0.007 +0.003 -0.004 -0.003 +0.753 +0.753 +0.471 +1.000 +0.020 +0.753 +0.003 +0.003 -0.002 -0.002 +0.008 +0.009 +0.002 +0.002 : InAccMuon: -0.223 +0.087 -0.059 +0.407 -0.001 -0.011 +0.160 +0.215 +0.173 +0.372 +0.362 +0.121 +0.338 +0.158 +0.050 +0.338 +0.338 +0.341 +0.352 +0.361 +0.368 +0.026 +0.026 +0.016 +0.020 +1.000 +0.026 +0.624 +0.624 +0.549 +0.549 +0.720 +0.723 +0.361 +0.361 : MuonIsLooseMuon: -0.022 -0.057 +0.019 -0.013 +0.014 +0.004 +0.000 +0.002 +0.016 -0.023 -0.007 +0.002 +0.007 -0.094 -0.073 +0.004 +0.005 +0.010 +0.004 -0.004 -0.003 +1.000 +1.000 +0.606 +0.753 +0.026 +1.000 -0.011 -0.011 -0.022 -0.022 +0.002 +0.002 -0.007 -0.007 : EcalPIDe: -0.358 +0.081 -0.083 +0.611 +0.006 -0.016 +0.247 +0.339 +0.287 +0.586 +0.599 +0.050 +0.213 +0.054 -0.049 +0.214 +0.215 +0.231 +0.248 +0.259 +0.270 -0.011 -0.011 +0.008 +0.003 +0.624 -0.011 +1.000 +1.000 +0.830 +0.830 +0.814 +0.819 +0.696 +0.696 : EcalPIDmu: -0.359 +0.080 -0.083 +0.611 +0.006 -0.016 +0.247 +0.339 +0.287 +0.586 +0.599 +0.050 +0.213 +0.053 -0.049 +0.214 +0.215 +0.231 +0.248 +0.259 +0.270 -0.011 -0.011 +0.008 +0.003 +0.624 -0.011 +1.000 +1.000 +0.830 +0.830 +0.814 +0.819 +0.696 +0.696 : HcalPIDe: -0.338 +0.072 -0.071 +0.533 -0.005 -0.018 +0.264 +0.365 +0.215 +0.454 +0.518 +0.109 +0.184 +0.067 -0.031 +0.184 +0.185 +0.198 +0.216 +0.228 +0.241 -0.022 -0.022 +0.003 -0.002 +0.549 -0.022 +0.830 +0.830 +1.000 +1.000 +0.699 +0.703 +0.574 +0.574 : HcalPIDmu: -0.338 +0.072 -0.072 +0.533 -0.005 -0.018 +0.264 +0.365 +0.215 +0.455 +0.518 +0.109 +0.184 +0.068 -0.031 +0.184 +0.185 +0.198 +0.216 +0.228 +0.241 -0.022 -0.022 +0.003 -0.002 +0.549 -0.022 +0.830 +0.830 +1.000 +1.000 +0.699 +0.703 +0.574 +0.574 : CaloPrsE: -0.319 +0.089 -0.077 +0.547 -0.003 -0.014 +0.216 +0.297 +0.248 +0.511 +0.535 +0.055 +0.255 +0.074 -0.022 +0.258 +0.259 +0.270 +0.285 +0.296 +0.304 +0.002 +0.002 +0.009 +0.008 +0.720 +0.002 +0.814 +0.814 +0.699 +0.699 +1.000 +0.996 +0.571 +0.571 : PrsPIDe: -0.332 +0.077 -0.077 +0.550 -0.002 -0.014 +0.216 +0.297 +0.251 +0.516 +0.539 +0.052 +0.256 +0.068 -0.031 +0.259 +0.260 +0.272 +0.287 +0.297 +0.306 +0.003 +0.002 +0.010 +0.009 +0.723 +0.002 +0.819 +0.819 +0.703 +0.703 +0.996 +1.000 +0.575 +0.575 : InAccBrem: -0.381 +0.095 -0.100 +0.674 -0.034 -0.028 +0.315 +0.441 +0.276 +0.566 +0.761 -0.020 +0.216 +0.037 -0.057 +0.223 +0.224 +0.245 +0.266 +0.278 +0.291 -0.007 -0.007 +0.007 +0.002 +0.361 -0.007 +0.696 +0.696 +0.574 +0.574 +0.571 +0.575 +1.000 +1.000 : BremPIDe: -0.380 +0.095 -0.100 +0.674 -0.034 -0.028 +0.315 +0.440 +0.276 +0.566 +0.761 -0.020 +0.216 +0.037 -0.057 +0.223 +0.224 +0.245 +0.266 +0.278 +0.291 -0.007 -0.007 +0.007 +0.002 +0.361 -0.007 +0.696 +0.696 +0.574 +0.574 +0.571 +0.575 +1.000 +1.000 : -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
DataSetInfo : Correlation matrix (Background): : ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitMatchChi2 TrackFitVeloChi2 TrackFitVeloNDoF TrackFitTChi2 TrackFitTNDoF RichUsedR1Gas RichUsedR2Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLd RichDLLbt MuonBkgLL MuonMuLL MuonIsMuon MuonNShared InAccMuon MuonIsLooseMuon EcalPIDe EcalPIDmu HcalPIDe HcalPIDmu CaloPrsE PrsPIDe InAccBrem BremPIDe : TrackP: +1.000 +0.593 +0.075 -0.315 -0.059 -0.015 -0.063 -0.142 -0.152 -0.337 -0.331 +0.444 +0.171 +0.541 +0.648 +0.021 +0.001 -0.016 -0.018 -0.028 -0.021 -0.054 -0.054 -0.051 -0.057 +0.093 -0.054 -0.134 -0.134 -0.090 -0.090 -0.087 -0.092 -0.322 -0.322 : TrackPt: +0.593 +1.000 +0.001 -0.004 -0.069 -0.045 +0.070 +0.019 -0.004 -0.040 +0.115 +0.248 +0.192 +0.432 +0.499 +0.099 +0.095 +0.071 +0.075 +0.063 +0.072 -0.041 -0.041 -0.027 -0.050 +0.128 -0.041 +0.030 +0.030 +0.033 +0.032 +0.049 +0.045 +0.102 +0.102 : TrackChi2PerDof: +0.075 +0.001 +1.000 -0.156 +0.604 +0.780 +0.167 -0.080 +0.344 -0.137 -0.102 +0.071 +0.012 +0.055 +0.051 -0.021 -0.027 -0.026 -0.027 -0.027 -0.027 +0.058 +0.058 +0.064 +0.034 +0.033 +0.058 +0.007 +0.007 +0.016 +0.016 +0.013 +0.013 -0.106 -0.106 : TrackNumDof: -0.315 -0.004 -0.156 +1.000 -0.185 -0.059 +0.518 +0.760 +0.413 +0.774 +0.632 -0.248 +0.011 -0.170 -0.150 +0.123 +0.135 +0.135 +0.137 +0.139 +0.139 +0.004 +0.004 +0.012 +0.014 -0.015 +0.004 +0.171 +0.171 +0.086 +0.086 +0.124 +0.126 +0.649 +0.649 : TrackGhostProbability: -0.059 -0.069 +0.604 -0.185 +1.000 +0.600 -0.075 -0.147 +0.083 -0.062 -0.079 -0.064 -0.121 -0.093 -0.067 -0.107 -0.110 -0.102 -0.103 -0.102 -0.103 +0.044 +0.044 +0.050 +0.040 -0.040 +0.044 -0.003 -0.003 -0.014 -0.014 -0.009 -0.009 -0.092 -0.092 : TrackFitMatchChi2: -0.015 -0.045 +0.780 -0.059 +0.600 +1.000 -0.018 -0.023 +0.062 -0.041 -0.030 -0.022 -0.040 -0.034 -0.019 -0.027 -0.030 -0.026 -0.026 -0.026 -0.026 +0.073 +0.073 +0.088 +0.040 -0.015 +0.073 +0.001 +0.001 -0.006 -0.005 +0.000 +0.000 -0.031 -0.031 : TrackFitVeloChi2: -0.063 +0.070 +0.167 +0.518 -0.075 -0.018 +1.000 +0.688 +0.088 +0.138 +0.360 +0.006 +0.139 +0.054 +0.022 +0.133 +0.135 +0.129 +0.132 +0.132 +0.133 +0.023 +0.023 +0.018 +0.023 +0.056 +0.023 +0.094 +0.094 +0.081 +0.081 +0.077 +0.078 +0.370 +0.370 : TrackFitVeloNDoF: -0.142 +0.019 -0.080 +0.760 -0.147 -0.023 +0.688 +1.000 +0.121 +0.216 +0.515 -0.068 +0.142 -0.001 -0.024 +0.175 +0.179 +0.174 +0.178 +0.178 +0.179 +0.032 +0.032 +0.026 +0.031 +0.027 +0.032 +0.101 +0.102 +0.080 +0.080 +0.076 +0.077 +0.530 +0.530 : TrackFitTChi2: -0.152 -0.004 +0.344 +0.413 +0.083 +0.062 +0.088 +0.121 +1.000 +0.529 +0.218 -0.134 -0.053 -0.114 -0.090 +0.012 +0.017 +0.020 +0.021 +0.021 +0.021 +0.002 +0.002 +0.008 +0.011 +0.003 +0.002 +0.113 +0.113 +0.056 +0.056 +0.084 +0.086 +0.235 +0.235 : TrackFitTNDoF: -0.337 -0.040 -0.137 +0.774 -0.062 -0.041 +0.138 +0.216 +0.529 +1.000 +0.411 -0.312 -0.135 -0.269 -0.216 -0.001 +0.013 +0.018 +0.019 +0.020 +0.019 -0.027 -0.027 -0.009 -0.010 -0.057 -0.027 +0.162 +0.163 +0.056 +0.056 +0.109 +0.111 +0.440 +0.440 : RichUsedR1Gas: -0.331 +0.115 -0.102 +0.632 -0.079 -0.030 +0.360 +0.515 +0.218 +0.411 +1.000 -0.321 +0.044 -0.135 -0.096 +0.335 +0.353 +0.353 +0.355 +0.355 +0.355 +0.023 +0.023 +0.029 +0.026 -0.099 +0.023 +0.072 +0.072 -0.002 -0.002 +0.032 +0.034 +0.815 +0.815 : RichUsedR2Gas: +0.444 +0.248 +0.071 -0.248 -0.064 -0.022 +0.006 -0.068 -0.134 -0.312 -0.321 +1.000 +0.357 +0.666 +0.395 +0.188 +0.174 +0.134 +0.137 +0.134 +0.137 -0.007 -0.007 -0.021 -0.033 +0.354 -0.007 +0.156 +0.156 +0.226 +0.226 +0.185 +0.181 -0.320 -0.320 : RichAbovePiThres: +0.171 +0.192 +0.012 +0.011 -0.121 -0.040 +0.139 +0.142 -0.053 -0.135 +0.044 +0.357 +1.000 +0.269 +0.151 +0.425 +0.415 +0.400 +0.402 +0.401 +0.402 +0.075 +0.075 +0.059 +0.050 +0.489 +0.075 +0.340 +0.340 +0.371 +0.371 +0.360 +0.359 +0.015 +0.015 : RichAboveKaThres: +0.541 +0.432 +0.055 -0.170 -0.093 -0.034 +0.054 -0.001 -0.114 -0.269 -0.135 +0.666 +0.269 +1.000 +0.560 +0.163 +0.141 +0.096 +0.101 +0.097 +0.101 -0.073 -0.073 -0.077 -0.082 +0.212 -0.073 +0.008 +0.008 +0.057 +0.058 +0.050 +0.045 -0.170 -0.170 : RichAbovePrThres: +0.648 +0.499 +0.051 -0.150 -0.067 -0.019 +0.022 -0.024 -0.090 -0.216 -0.096 +0.395 +0.151 +0.560 +1.000 +0.103 +0.082 +0.060 +0.060 +0.052 +0.061 -0.063 -0.063 -0.056 -0.061 +0.080 -0.063 -0.098 -0.098 -0.086 -0.085 -0.051 -0.056 -0.137 -0.137 : RichDLLe: +0.021 +0.099 -0.021 +0.123 -0.107 -0.027 +0.133 +0.175 +0.012 -0.001 +0.335 +0.188 +0.425 +0.163 +0.103 +1.000 +0.997 +0.991 +0.992 +0.992 +0.992 -0.019 -0.019 -0.017 -0.020 +0.037 -0.019 +0.014 +0.014 +0.008 +0.008 +0.028 +0.028 +0.262 +0.262 : RichDLLmu: +0.001 +0.095 -0.027 +0.135 -0.110 -0.030 +0.135 +0.179 +0.017 +0.013 +0.353 +0.174 +0.415 +0.141 +0.082 +0.997 +1.000 +0.992 +0.992 +0.992 +0.993 -0.019 -0.019 -0.015 -0.021 +0.032 -0.019 +0.015 +0.015 +0.008 +0.008 +0.028 +0.028 +0.281 +0.281 : RichDLLk: -0.016 +0.071 -0.026 +0.135 -0.102 -0.026 +0.129 +0.174 +0.020 +0.018 +0.353 +0.134 +0.400 +0.096 +0.060 +0.991 +0.992 +1.000 +0.999 +0.999 +0.999 -0.018 -0.018 -0.015 -0.017 +0.013 -0.018 +0.004 +0.004 -0.006 -0.006 +0.016 +0.017 +0.283 +0.283 : RichDLLp: -0.018 +0.075 -0.027 +0.137 -0.103 -0.026 +0.132 +0.178 +0.021 +0.019 +0.355 +0.137 +0.402 +0.101 +0.060 +0.992 +0.992 +0.999 +1.000 +0.999 +1.000 -0.018 -0.018 -0.016 -0.017 +0.015 -0.018 +0.006 +0.006 -0.004 -0.004 +0.018 +0.019 +0.286 +0.286 : RichDLLd: -0.028 +0.063 -0.027 +0.139 -0.102 -0.026 +0.132 +0.178 +0.021 +0.020 +0.355 +0.134 +0.401 +0.097 +0.052 +0.992 +0.992 +0.999 +0.999 +1.000 +1.000 -0.018 -0.018 -0.015 -0.017 +0.014 -0.018 +0.007 +0.007 -0.003 -0.003 +0.019 +0.019 +0.287 +0.287 : RichDLLbt: -0.021 +0.072 -0.027 +0.139 -0.103 -0.026 +0.133 +0.179 +0.021 +0.019 +0.355 +0.137 +0.402 +0.101 +0.061 +0.992 +0.993 +0.999 +1.000 +1.000 +1.000 -0.018 -0.018 -0.015 -0.017 +0.015 -0.018 +0.007 +0.007 -0.003 -0.003 +0.019 +0.019 +0.287 +0.287 : MuonBkgLL: -0.054 -0.041 +0.058 +0.004 +0.044 +0.073 +0.023 +0.032 +0.002 -0.027 +0.023 -0.007 +0.075 -0.073 -0.063 -0.019 -0.019 -0.018 -0.018 -0.018 -0.018 +1.000 +1.000 +0.797 +0.716 +0.129 +1.000 +0.086 +0.087 +0.098 +0.098 +0.088 +0.089 +0.017 +0.017 : MuonMuLL: -0.054 -0.041 +0.058 +0.004 +0.044 +0.073 +0.023 +0.032 +0.002 -0.027 +0.023 -0.007 +0.075 -0.073 -0.063 -0.019 -0.019 -0.018 -0.018 -0.018 -0.018 +1.000 +1.000 +0.797 +0.716 +0.129 +1.000 +0.086 +0.087 +0.098 +0.098 +0.088 +0.089 +0.017 +0.017 : MuonIsMuon: -0.051 -0.027 +0.064 +0.012 +0.050 +0.088 +0.018 +0.026 +0.008 -0.009 +0.029 -0.021 +0.059 -0.077 -0.056 -0.017 -0.015 -0.015 -0.016 -0.015 -0.015 +0.797 +0.797 +1.000 +0.506 +0.103 +0.797 +0.078 +0.079 +0.088 +0.089 +0.075 +0.077 +0.025 +0.025 : MuonNShared: -0.057 -0.050 +0.034 +0.014 +0.040 +0.040 +0.023 +0.031 +0.011 -0.010 +0.026 -0.033 +0.050 -0.082 -0.061 -0.020 -0.021 -0.017 -0.017 -0.017 -0.017 +0.716 +0.716 +0.506 +1.000 +0.092 +0.716 +0.073 +0.073 +0.083 +0.083 +0.069 +0.070 +0.021 +0.020 : InAccMuon: +0.093 +0.128 +0.033 -0.015 -0.040 -0.015 +0.056 +0.027 +0.003 -0.057 -0.099 +0.354 +0.489 +0.212 +0.080 +0.037 +0.032 +0.013 +0.015 +0.014 +0.015 +0.129 +0.129 +0.103 +0.092 +1.000 +0.129 +0.717 +0.716 +0.819 +0.819 +0.718 +0.718 -0.102 -0.102 : MuonIsLooseMuon: -0.054 -0.041 +0.058 +0.004 +0.044 +0.073 +0.023 +0.032 +0.002 -0.027 +0.023 -0.007 +0.075 -0.073 -0.063 -0.019 -0.019 -0.018 -0.018 -0.018 -0.018 +1.000 +1.000 +0.797 +0.716 +0.129 +1.000 +0.086 +0.087 +0.098 +0.098 +0.088 +0.089 +0.017 +0.017 : EcalPIDe: -0.134 +0.030 +0.007 +0.171 -0.003 +0.001 +0.094 +0.101 +0.113 +0.162 +0.072 +0.156 +0.340 +0.008 -0.098 +0.014 +0.015 +0.004 +0.006 +0.007 +0.007 +0.086 +0.086 +0.078 +0.073 +0.717 +0.086 +1.000 +1.000 +0.810 +0.810 +0.877 +0.879 +0.094 +0.094 : EcalPIDmu: -0.134 +0.030 +0.007 +0.171 -0.003 +0.001 +0.094 +0.102 +0.113 +0.163 +0.072 +0.156 +0.340 +0.008 -0.098 +0.014 +0.015 +0.004 +0.006 +0.007 +0.007 +0.087 +0.087 +0.079 +0.073 +0.716 +0.087 +1.000 +1.000 +0.810 +0.810 +0.877 +0.879 +0.095 +0.094 : HcalPIDe: -0.090 +0.033 +0.016 +0.086 -0.014 -0.006 +0.081 +0.080 +0.056 +0.056 -0.002 +0.226 +0.371 +0.057 -0.086 +0.008 +0.008 -0.006 -0.004 -0.003 -0.003 +0.098 +0.098 +0.088 +0.083 +0.819 +0.098 +0.810 +0.810 +1.000 +1.000 +0.740 +0.741 +0.011 +0.011 : HcalPIDmu: -0.090 +0.032 +0.016 +0.086 -0.014 -0.005 +0.081 +0.080 +0.056 +0.056 -0.002 +0.226 +0.371 +0.058 -0.085 +0.008 +0.008 -0.006 -0.004 -0.003 -0.003 +0.098 +0.098 +0.089 +0.083 +0.819 +0.098 +0.810 +0.810 +1.000 +1.000 +0.740 +0.741 +0.011 +0.010 : CaloPrsE: -0.087 +0.049 +0.013 +0.124 -0.009 +0.000 +0.077 +0.076 +0.084 +0.109 +0.032 +0.185 +0.360 +0.050 -0.051 +0.028 +0.028 +0.016 +0.018 +0.019 +0.019 +0.088 +0.088 +0.075 +0.069 +0.718 +0.088 +0.877 +0.877 +0.740 +0.740 +1.000 +0.999 +0.038 +0.038 : PrsPIDe: -0.092 +0.045 +0.013 +0.126 -0.009 +0.000 +0.078 +0.077 +0.086 +0.111 +0.034 +0.181 +0.359 +0.045 -0.056 +0.028 +0.028 +0.017 +0.019 +0.019 +0.019 +0.089 +0.089 +0.077 +0.070 +0.718 +0.089 +0.879 +0.879 +0.741 +0.741 +0.999 +1.000 +0.040 +0.040 : InAccBrem: -0.322 +0.102 -0.106 +0.649 -0.092 -0.031 +0.370 +0.530 +0.235 +0.440 +0.815 -0.320 +0.015 -0.170 -0.137 +0.262 +0.281 +0.283 +0.286 +0.287 +0.287 +0.017 +0.017 +0.025 +0.021 -0.102 +0.017 +0.094 +0.095 +0.011 +0.011 +0.038 +0.040 +1.000 +1.000 : BremPIDe: -0.322 +0.102 -0.106 +0.649 -0.092 -0.031 +0.370 +0.530 +0.235 +0.440 +0.815 -0.320 +0.015 -0.170 -0.137 +0.262 +0.281 +0.283 +0.286 +0.287 +0.287 +0.017 +0.017 +0.025 +0.020 -0.102 +0.017 +0.094 +0.094 +0.011 +0.010 +0.038 +0.040 +1.000 +1.000 : -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
DataSetFactory : [GlobalPID_DataSet] : :
Factory : [GlobalPID_DataSet] : Create Transformation "I" with events from all classes. :
: Transformation, Variable selection : : Input : variable 'TrackP' <---> Output : variable 'TrackP' : Input : variable 'TrackPt' <---> Output : variable 'TrackPt' : Input : variable 'TrackChi2PerDof' <---> Output : variable 'TrackChi2PerDof' : Input : variable 'TrackNumDof' <---> Output : variable 'TrackNumDof' : Input : variable 'TrackGhostProbability' <---> Output : variable 'TrackGhostProbability' : Input : variable 'TrackFitMatchChi2' <---> Output : variable 'TrackFitMatchChi2' : Input : variable 'TrackFitVeloChi2' <---> Output : variable 'TrackFitVeloChi2' : Input : variable 'TrackFitVeloNDoF' <---> Output : variable 'TrackFitVeloNDoF' : Input : variable 'TrackFitTChi2' <---> Output : variable 'TrackFitTChi2' : Input : variable 'TrackFitTNDoF' <---> Output : variable 'TrackFitTNDoF' : Input : variable 'RichUsedR1Gas' <---> Output : variable 'RichUsedR1Gas' : Input : variable 'RichUsedR2Gas' <---> Output : variable 'RichUsedR2Gas' : Input : variable 'RichAbovePiThres' <---> Output : variable 'RichAbovePiThres' : Input : variable 'RichAboveKaThres' <---> Output : variable 'RichAboveKaThres' : Input : variable 'RichAbovePrThres' <---> Output : variable 'RichAbovePrThres' : Input : variable 'RichDLLe' <---> Output : variable 'RichDLLe' : Input : variable 'RichDLLmu' <---> Output : variable 'RichDLLmu' : Input : variable 'RichDLLk' <---> Output : variable 'RichDLLk' : Input : variable 'RichDLLp' <---> Output : variable 'RichDLLp' : Input : variable 'RichDLLd' <---> Output : variable 'RichDLLd' : Input : variable 'RichDLLbt' <---> Output : variable 'RichDLLbt' : Input : variable 'MuonBkgLL' <---> Output : variable 'MuonBkgLL' : Input : variable 'MuonMuLL' <---> Output : variable 'MuonMuLL' : Input : variable 'MuonIsMuon' <---> Output : variable 'MuonIsMuon' : Input : variable 'MuonNShared' <---> Output : variable 'MuonNShared' : Input : variable 'InAccMuon' <---> Output : variable 'InAccMuon' : Input : variable 'MuonIsLooseMuon' <---> Output : variable 'MuonIsLooseMuon' : Input : variable 'EcalPIDe' <---> Output : variable 'EcalPIDe' : Input : variable 'EcalPIDmu' <---> Output : variable 'EcalPIDmu' : Input : variable 'HcalPIDe' <---> Output : variable 'HcalPIDe' : Input : variable 'HcalPIDmu' <---> Output : variable 'HcalPIDmu' : Input : variable 'CaloPrsE' <---> Output : variable 'CaloPrsE' : Input : variable 'PrsPIDe' <---> Output : variable 'PrsPIDe' : Input : variable 'InAccBrem' <---> Output : variable 'InAccBrem' : Input : variable 'BremPIDe' <---> Output : variable 'BremPIDe'
TFHandler_Factory : Variable Mean RMS [ Min Max ] : ---------------------------------------------------------------------------------------------------------------------------- : TrackP: 21836. 35954. [ 1139.4 1.3291e+06 ] : TrackPt: 1344.4 1899.8 [ 3.2137 82440. ] : TrackChi2PerDof: 1.1034 0.42579 [ 0.11199 3.9999 ] : TrackNumDof: 31.199 6.5066 [ 7.0000 54.000 ] : TrackGhostProbability: 0.024996 0.053046 [ 0.0014735 0.39999 ] : TrackFitMatchChi2: 6.8617 8.9065 [ 0.010932 130.76 ] : TrackFitVeloChi2: 8.7625 5.6848 [ 8.0358e-06 118.89 ] : TrackFitVeloNDoF: 8.0382 3.7244 [ 1.0000 27.000 ] : TrackFitTChi2: 14.881 6.6611 [ 0.00022439 95.506 ] : TrackFitTNDoF: 14.535 3.9585 [ 1.0000 29.000 ] : RichUsedR1Gas: 0.85648 0.35060 [ 0.0000 1.0000 ] : RichUsedR2Gas: 0.55670 0.49678 [ 0.0000 1.0000 ] : RichAbovePiThres: 0.90535 0.29273 [ 0.0000 1.0000 ] : RichAboveKaThres: 0.48323 0.49972 [ 0.0000 1.0000 ] : RichAbovePrThres: 0.28531 0.45156 [ 0.0000 1.0000 ] : RichDLLe: -33.717 141.85 [ -999.00 187.74 ] : RichDLLmu: -26.304 142.17 [ -999.00 125.43 ] : RichDLLk: -27.146 143.16 [ -999.00 147.90 ] : RichDLLp: -24.523 143.83 [ -999.00 179.25 ] : RichDLLd: -22.345 144.75 [ -999.00 200.45 ] : RichDLLbt: -22.312 144.49 [ -999.00 82.133 ] : MuonBkgLL: -943.10 229.46 [ -999.00 0.022400 ] : MuonMuLL: -943.05 229.68 [ -999.00 0.0000 ] : MuonIsMuon: 0.035873 0.18597 [ 0.0000 1.0000 ] : MuonNShared: 0.14817 0.84694 [ 0.0000 34.000 ] : InAccMuon: 0.85054 0.35654 [ 0.0000 1.0000 ] : MuonIsLooseMuon: 0.056024 0.22997 [ 0.0000 1.0000 ] : EcalPIDe: -168.90 372.82 [ -999.00 4.0548 ] : EcalPIDmu: -168.65 372.93 [ -999.00 2.1530 ] : HcalPIDe: -215.61 410.22 [ -999.00 3.1280 ] : HcalPIDmu: -215.79 410.12 [ -999.00 2.8734 ] : CaloPrsE: -125.14 342.87 [ -999.00 280.58 ] : PrsPIDe: -134.81 338.52 [ -999.00 3.4631 ] : InAccBrem: 0.81305 0.38988 [ 0.0000 1.0000 ] : BremPIDe: -186.82 389.46 [ -999.00 4.7915 ] : ---------------------------------------------------------------------------------------------------------------------------- : : Will not produce scatter plots ==> : | The number of 35 input variables and 0 target values would require 595 two-dimensional : | histograms, which would occupy the computer's memory. Note that this : | suppression does not have any consequences for your analysis, other : | than not disposing of these scatter plots. You can modify the maximum : | number of input variables allowed to generate scatter plots in your : | script via the command line: : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" : : Some more output : Ranking input variables (method unspecific)...
IdTransformation : Ranking result (top variable is best ranked) : ---------------------------------------------- : Rank : Variable : Separation : ---------------------------------------------- : 1 : TrackPt : 6.054e-01 : 2 : RichDLLd : 5.326e-01 : 3 : RichDLLbt : 4.735e-01 : 4 : TrackP : 3.978e-01 : 5 : RichDLLp : 3.741e-01 : 6 : RichAbovePrThres : 3.479e-01 : 7 : RichAboveKaThres : 3.479e-01 : 8 : RichDLLk : 3.413e-01 : 9 : RichDLLe : 1.506e-01 : 10 : RichUsedR2Gas : 1.158e-01 : 11 : RichDLLmu : 7.401e-02 : 12 : RichAbovePiThres : 5.303e-02 : 13 : InAccMuon : 2.997e-02 : 14 : MuonMuLL : 2.430e-02 : 15 : MuonNShared : 2.429e-02 : 16 : MuonBkgLL : 2.414e-02 : 17 : MuonIsLooseMuon : 2.410e-02 : 18 : TrackFitTNDoF : 1.984e-02 : 19 : MuonIsMuon : 1.875e-02 : 20 : CaloPrsE : 1.518e-02 : 21 : TrackGhostProbability : 1.170e-02 : 22 : RichUsedR1Gas : 8.906e-03 : 23 : TrackNumDof : 7.232e-03 : 24 : BremPIDe : 7.146e-03 : 25 : TrackChi2PerDof : 6.761e-03 : 26 : InAccBrem : 6.570e-03 : 27 : HcalPIDmu : 5.925e-03 : 28 : TrackFitMatchChi2 : 4.059e-03 : 29 : PrsPIDe : 3.430e-03 : 30 : TrackFitVeloChi2 : 3.047e-03 : 31 : EcalPIDmu : 2.709e-03 : 32 : TrackFitVeloNDoF : 2.499e-03 : 33 : EcalPIDe : 2.486e-03 : 34 : HcalPIDe : 2.428e-03 : 35 : TrackFitTChi2 : 7.988e-04 : ----------------------------------------------
Factory : Train method: Deuteron_Long_TMVA for Classification : : : ================================================================ : H e l p f o r M V A m e t h o d [ Deuteron_Long_TMVA ] : : : --- Short description: : : The MLP artificial neural network (ANN) is a traditional feed- : forward multilayer perceptron implementation. The MLP has a user- : defined hidden layer architecture, while the number of input (output) : nodes is determined by the input variables (output classes, i.e., : signal and one background). : : --- Performance optimisation: : : Neural networks are stable and performing for a large variety of : linear and non-linear classification problems. However, in contrast : to (e.g.) boosted decision trees, the user is advised to reduce the : number of input variables that have only little discrimination power. : : In the tests we have carried out so far, the MLP and ROOT networks : (TMlpANN, interfaced via TMVA) performed equally well, with however : a clear speed advantage for the MLP. The Clermont-Ferrand neural : net (CFMlpANN) exhibited worse classification performance in these : tests, which is partly due to the slow convergence of its training : (at least 10k training cycles are required to achieve approximately : competitive results). : : Overtraining: only the TMlpANN performs an explicit separation of the : full training sample into independent training and validation samples. : We have found that in most high-energy physics applications the : available degrees of freedom (training events) are sufficient to : constrain the weights of the relatively simple architectures required : to achieve good performance. Hence no overtraining should occur, and : the use of validation samples would only reduce the available training : information. However, if the performance on the training sample is : found to be significantly better than the one found with the inde- : pendent test sample, caution is needed. The results for these samples : are printed to standard output at the end of each training job. : : --- Performance tuning via configuration options: : : The hidden layer architecture for all ANNs is defined by the option : "HiddenLayers=N+1,N,...", where here the first hidden layer has N+1 : neurons and the second N neurons (and so on), and where N is the number : of input variables. Excessive numbers of hidden layers should be avoided, : in favour of more neurons in the first hidden layer. : : The number of cycles should be above 500. As said, if the number of : adjustable weights is small compared to the training sample size, : using a large number of training samples should not lead to overtraining. : : : ================================================================ :
TFHandler_Deuteron_Lon...: Variable Mean RMS [ Min Max ] : ---------------------------------------------------------------------------------------------------------------------------- : TrackP: -0.96883 0.054149 [ -1.0000 1.0000 ] : TrackPt: -0.96746 0.046092 [ -1.0000 1.0000 ] : TrackChi2PerDof: -0.48999 0.21903 [ -1.0000 1.0000 ] : TrackNumDof: 0.029763 0.27688 [ -1.0000 1.0000 ] : TrackGhostProbability: -0.88195 0.26622 [ -1.0000 1.0000 ] : TrackFitMatchChi2: -0.89520 0.13624 [ -1.0000 1.0000 ] : TrackFitVeloChi2: -0.85259 0.095632 [ -1.0000 1.0000 ] : TrackFitVeloNDoF: -0.45860 0.28649 [ -1.0000 1.0000 ] : TrackFitTChi2: -0.68839 0.13949 [ -1.0000 1.0000 ] : TrackFitTNDoF: -0.033185 0.28275 [ -1.0000 1.0000 ] : RichUsedR1Gas: 0.71296 0.70121 [ -1.0000 1.0000 ] : RichUsedR2Gas: 0.11339 0.99355 [ -1.0000 1.0000 ] : RichAbovePiThres: 0.81070 0.58547 [ -1.0000 1.0000 ] : RichAboveKaThres: -0.033536 0.99944 [ -1.0000 1.0000 ] : RichAbovePrThres: -0.42938 0.90313 [ -1.0000 1.0000 ] : RichDLLe: 0.62678 0.23906 [ -1.0000 1.0000 ] : RichDLLmu: 0.73012 0.25288 [ -1.0000 1.0000 ] : RichDLLk: 0.69474 0.24964 [ -1.0000 1.0000 ] : RichDLLp: 0.65411 0.24413 [ -1.0000 1.0000 ] : RichDLLd: 0.62850 0.24136 [ -1.0000 1.0000 ] : RichDLLbt: 0.80679 0.26730 [ -1.0000 1.0000 ] : MuonBkgLL: -0.88809 0.45936 [ -1.0000 1.0000 ] : MuonMuLL: -0.88798 0.45981 [ -1.0000 1.0000 ] : MuonIsMuon: -0.92825 0.37195 [ -1.0000 1.0000 ] : MuonNShared: -0.99128 0.049820 [ -1.0000 1.0000 ] : InAccMuon: 0.70108 0.71308 [ -1.0000 1.0000 ] : MuonIsLooseMuon: -0.88795 0.45994 [ -1.0000 1.0000 ] : EcalPIDe: 0.65515 0.74337 [ -1.0000 1.0000 ] : EcalPIDmu: 0.65878 0.74500 [ -1.0000 1.0000 ] : HcalPIDe: 0.56346 0.81869 [ -1.0000 1.0000 ] : HcalPIDmu: 0.56350 0.81871 [ -1.0000 1.0000 ] : CaloPrsE: 0.36586 0.53590 [ -1.0000 1.0000 ] : PrsPIDe: 0.72413 0.67539 [ -1.0000 1.0000 ] : InAccBrem: 0.62609 0.77975 [ -1.0000 1.0000 ] : BremPIDe: 0.61823 0.77598 [ -1.0000 1.0000 ] : ---------------------------------------------------------------------------------------------------------------------------- : Training Network : : Inaccurate progress timing for MLP... : Elapsed time for training with 1822803 events: 2.03e+05 sec
Deuteron_Long_TMVA : [GlobalPID_DataSet] : Evaluation of Deuteron_Long_TMVA on training sample (1822803 events) : Elapsed time for evaluation of 1822803 events: 63.3 sec : Creating xml weight file: GlobalPID_DataSet/./GlobalPID_Deuteron_Long_TMVA.weights.xml : Creating standalone class: GlobalPID_DataSet/./GlobalPID_Deuteron_Long_TMVA.class.C : Write special histos to file: Long-Deuteron-TMVA.root:/GlobalPID_DataSet/Method_Deuteron_Long_TMVA/Deuteron_Long_TMVA
Factory : Training finished : : Ranking input variables (method specific)...
Deuteron_Long_TMVA : Ranking result (top variable is best ranked) : ---------------------------------------------- : Rank : Variable : Importance : ---------------------------------------------- : 1 : RichDLLbt : 7.785e+03 : 2 : TrackPt : 5.722e+03 : 3 : RichDLLp : 5.143e+03 : 4 : RichDLLk : 4.184e+03 : 5 : TrackP : 3.154e+03 : 6 : RichDLLd : 3.025e+03 : 7 : RichAbovePiThres : 5.014e+02 : 8 : MuonNShared : 4.155e+02 : 9 : TrackGhostProbability : 3.156e+02 : 10 : RichDLLe : 3.152e+02 : 11 : MuonIsMuon : 2.695e+02 : 12 : MuonBkgLL : 2.301e+02 : 13 : MuonIsLooseMuon : 2.297e+02 : 14 : MuonMuLL : 1.819e+02 : 15 : RichAboveKaThres : 1.526e+02 : 16 : RichDLLmu : 1.491e+02 : 17 : TrackFitMatchChi2 : 1.299e+02 : 18 : RichUsedR1Gas : 1.064e+02 : 19 : RichAbovePrThres : 1.045e+02 : 20 : TrackFitTChi2 : 9.600e+01 : 21 : EcalPIDe : 6.418e+01 : 22 : HcalPIDmu : 5.912e+01 : 23 : RichUsedR2Gas : 5.355e+01 : 24 : EcalPIDmu : 5.289e+01 : 25 : TrackFitVeloNDoF : 4.889e+01 : 26 : TrackFitVeloChi2 : 4.761e+01 : 27 : InAccMuon : 4.651e+01 : 28 : HcalPIDe : 4.477e+01 : 29 : InAccBrem : 4.025e+01 : 30 : BremPIDe : 2.535e+01 : 31 : PrsPIDe : 2.528e+01 : 32 : TrackNumDof : 2.044e+01 : 33 : CaloPrsE : 1.869e+01 : 34 : TrackFitTNDoF : 1.831e+01 : 35 : TrackChi2PerDof : 1.517e+01 : ----------------------------------------------
Factory : === Destroy and recreate all methods via weight files for testing === :
Deuteron_Long_TMVA : Building Network. : Initializing weights 2018-04-08 07:21:11 INFO | Starting Testing...
Factory : Test all methods
Factory : Test method: Deuteron_Long_TMVA for Classification performance :
Deuteron_Long_TMVA : [GlobalPID_DataSet] : Evaluation of Deuteron_Long_TMVA on testing sample (780513 events) : Elapsed time for evaluation of 780513 events: 27.3 sec 2018-04-08 07:21:38 INFO | Starting Evaluation...
Factory : Evaluate all methods
Factory : Evaluate classifier: Deuteron_Long_TMVA :
TFHandler_Deuteron_Lon...: Variable Mean RMS [ Min Max ] : ---------------------------------------------------------------------------------------------------------------------------- : TrackP: -0.96875 0.054851 [ -1.0000 2.9112 ] : TrackPt: -0.96742 0.046103 [ -0.99999 0.74346 ] : TrackChi2PerDof: -0.48992 0.21911 [ -0.97139 1.0000 ] : TrackNumDof: 0.030296 0.27643 [ -1.0000 1.1702 ] : TrackGhostProbability: -0.88176 0.26639 [ -0.99998 0.99996 ] : TrackFitMatchChi2: -0.89520 0.13637 [ -0.99991 0.98075 ] : TrackFitVeloChi2: -0.85250 0.095598 [ -1.0000 0.62296 ] : TrackFitVeloNDoF: -0.45839 0.28676 [ -1.0000 1.3077 ] : TrackFitTChi2: -0.68840 0.13929 [ -0.99998 0.77255 ] : TrackFitTNDoF: -0.032670 0.28220 [ -1.0000 0.92857 ] : RichUsedR1Gas: 0.71371 0.70045 [ -1.0000 1.0000 ] : RichUsedR2Gas: 0.11331 0.99356 [ -1.0000 1.0000 ] : RichAbovePiThres: 0.81087 0.58523 [ -1.0000 1.0000 ] : RichAboveKaThres: -0.033948 0.99942 [ -1.0000 1.0000 ] : RichAbovePrThres: -0.42939 0.90312 [ -1.0000 1.0000 ] : RichDLLe: 0.62663 0.23941 [ -1.0000 0.93991 ] : RichDLLmu: 0.72999 0.25325 [ -1.0000 1.0611 ] : RichDLLk: 0.69456 0.25000 [ -1.0000 1.0298 ] : RichDLLp: 0.65391 0.24448 [ -1.0000 0.96887 ] : RichDLLd: 0.62830 0.24169 [ -1.0000 0.99587 ] : RichDLLbt: 0.80658 0.26767 [ -1.0000 0.99944 ] : MuonBkgLL: -0.88765 0.46022 [ -1.0000 1.0000 ] : MuonMuLL: -0.88754 0.46067 [ -1.0000 1.0000 ] : MuonIsMuon: -0.92839 0.37161 [ -1.0000 1.0000 ] : MuonNShared: -0.99121 0.049898 [ -1.0000 1.4706 ] : InAccMuon: 0.70250 0.71169 [ -1.0000 1.0000 ] : MuonIsLooseMuon: -0.88751 0.46079 [ -1.0000 1.0000 ] : EcalPIDe: 0.65671 0.74199 [ -1.0000 1.0000 ] : EcalPIDmu: 0.66034 0.74361 [ -1.0000 1.0000 ] : HcalPIDe: 0.56345 0.81870 [ -1.0000 0.99975 ] : HcalPIDmu: 0.56349 0.81872 [ -1.0000 1.0000 ] : CaloPrsE: 0.36644 0.53531 [ -1.0000 1.0000 ] : PrsPIDe: 0.72484 0.67462 [ -1.0000 1.0000 ] : InAccBrem: 0.62710 0.77894 [ -1.0000 1.0000 ] : BremPIDe: 0.61924 0.77517 [ -1.0000 1.0000 ] : ----------------------------------------------------------------------------------------------------------------------------
Deuteron_Long_TMVA : [GlobalPID_DataSet] : Loop over test events and fill histograms with classifier response... :
TFHandler_Deuteron_Lon...: Variable Mean RMS [ Min Max ] : ---------------------------------------------------------------------------------------------------------------------------- : TrackP: -0.96875 0.054851 [ -1.0000 2.9112 ] : TrackPt: -0.96742 0.046103 [ -0.99999 0.74346 ] : TrackChi2PerDof: -0.48992 0.21911 [ -0.97139 1.0000 ] : TrackNumDof: 0.030296 0.27643 [ -1.0000 1.1702 ] : TrackGhostProbability: -0.88176 0.26639 [ -0.99998 0.99996 ] : TrackFitMatchChi2: -0.89520 0.13637 [ -0.99991 0.98075 ] : TrackFitVeloChi2: -0.85250 0.095598 [ -1.0000 0.62296 ] : TrackFitVeloNDoF: -0.45839 0.28676 [ -1.0000 1.3077 ] : TrackFitTChi2: -0.68840 0.13929 [ -0.99998 0.77255 ] : TrackFitTNDoF: -0.032670 0.28220 [ -1.0000 0.92857 ] : RichUsedR1Gas: 0.71371 0.70045 [ -1.0000 1.0000 ] : RichUsedR2Gas: 0.11331 0.99356 [ -1.0000 1.0000 ] : RichAbovePiThres: 0.81087 0.58523 [ -1.0000 1.0000 ] : RichAboveKaThres: -0.033948 0.99942 [ -1.0000 1.0000 ] : RichAbovePrThres: -0.42939 0.90312 [ -1.0000 1.0000 ] : RichDLLe: 0.62663 0.23941 [ -1.0000 0.93991 ] : RichDLLmu: 0.72999 0.25325 [ -1.0000 1.0611 ] : RichDLLk: 0.69456 0.25000 [ -1.0000 1.0298 ] : RichDLLp: 0.65391 0.24448 [ -1.0000 0.96887 ] : RichDLLd: 0.62830 0.24169 [ -1.0000 0.99587 ] : RichDLLbt: 0.80658 0.26767 [ -1.0000 0.99944 ] : MuonBkgLL: -0.88765 0.46022 [ -1.0000 1.0000 ] : MuonMuLL: -0.88754 0.46067 [ -1.0000 1.0000 ] : MuonIsMuon: -0.92839 0.37161 [ -1.0000 1.0000 ] : MuonNShared: -0.99121 0.049898 [ -1.0000 1.4706 ] : InAccMuon: 0.70250 0.71169 [ -1.0000 1.0000 ] : MuonIsLooseMuon: -0.88751 0.46079 [ -1.0000 1.0000 ] : EcalPIDe: 0.65671 0.74199 [ -1.0000 1.0000 ] : EcalPIDmu: 0.66034 0.74361 [ -1.0000 1.0000 ] : HcalPIDe: 0.56345 0.81870 [ -1.0000 0.99975 ] : HcalPIDmu: 0.56349 0.81872 [ -1.0000 1.0000 ] : CaloPrsE: 0.36644 0.53531 [ -1.0000 1.0000 ] : PrsPIDe: 0.72484 0.67462 [ -1.0000 1.0000 ] : InAccBrem: 0.62710 0.77894 [ -1.0000 1.0000 ] : BremPIDe: 0.61924 0.77517 [ -1.0000 1.0000 ] : ---------------------------------------------------------------------------------------------------------------------------- : : Will not produce scatter plots ==> : | The number of 35 input variables and 0 target values would require 595 two-dimensional : | histograms, which would occupy the computer's memory. Note that this : | suppression does not have any consequences for your analysis, other : | than not disposing of these scatter plots. You can modify the maximum : | number of input variables allowed to generate scatter plots in your : | script via the command line: : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" : : Some more output : : Evaluation results ranked by best signal efficiency and purity (area) : ------------------------------------------------------------------------------------------------------------------- : DataSet MVA : Name: Method: ROC-integ : GlobalPID_DataSet Deuteron_Long_TMVA: 0.988 : ------------------------------------------------------------------------------------------------------------------- : : Testing efficiency compared to training efficiency (overtraining check) : ------------------------------------------------------------------------------------------------------------------- : DataSet MVA Signal efficiency: from test sample (from training sample) : Name: Method: @B=0.01 @B=0.10 @B=0.30 : ------------------------------------------------------------------------------------------------------------------- : GlobalPID_DataSet Deuteron_Long_TMVA: 0.780 (0.784) 0.977 (0.977) 1.000 (1.000) : ------------------------------------------------------------------------------------------------------------------- :
Dataset:GlobalPID_DataSet: Created tree 'TestTree' with 780513 events :
Dataset:GlobalPID_DataSet: Created tree 'TrainTree' with 1822803 events :
Factory : Thank you for using TMVA! : For citation information, please visit: http://tmva.sf.net/citeTMVA.html 2018-04-08 07:25:49 INFO | ... Complete :) 2018-04-08 07:25:49 INFO | Finished... `GlobalPID_DataSet/GlobalPID_Deuteron_Long_TMVA.class.C' -> `./GlobalPID_Deuteron_Long_TMVA.class.C' `GlobalPID_DataSet/GlobalPID_Deuteron_Long_TMVA.weights.xml' -> `./GlobalPID_Deuteron_Long_TMVA.weights.xml' removed directory: `GlobalPID_DataSet' 2018-04-08 07:26:01 INFO | Cache directory = '/var/work/jonesc/ANNPID-DataCache' 2018-04-08 07:26:01 INFO | Network Config file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.1/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers2/ScaleF1.4/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Long/GlobalPID_Deuteron_Long_ANN.txt 2018-04-08 07:26:01 INFO | Training parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.1/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers2/ScaleF1.4/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Long/train-config.txt 2018-04-08 07:26:01 INFO | Parsed EqualSigBck : Signal Fraction 0.25 2018-04-08 07:26:01 INFO | Particle type = Deuteron 2018-04-08 07:26:01 INFO | Background types = All 2018-04-08 07:26:01 INFO | Training Mix = EqualSigBck 2018-04-08 07:26:01 INFO | Track type = Long 2018-04-08 07:26:01 INFO | Track PresSel = NoTrackPreSelection.txt 2018-04-08 07:26:01 INFO | Network type = TMVA 2018-04-08 07:26:01 INFO | Ghost treatment = Ghosts Ghosts 2018-04-08 07:26:01 INFO | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2018-04-08 07:26:01 INFO | Reweighting = NoReweight 2018-04-08 07:26:01 INFO | Output file = GlobalPID_Deuteron_Long_TMVA.weights.xml 2018-04-08 07:26:01 INFO | Skipping input #TrackCloneDist 2018-04-08 07:26:01 INFO | Skipping input #RichAboveElThres 2018-04-08 07:26:01 INFO | Skipping input #RichAboveMuThres 2018-04-08 07:26:01 INFO | Creating selection from 'NoTrackPreSelection.txt' 2018-04-08 07:26:01 INFO | -> # very very loose. Essentially no cuts 2018-04-08 07:26:01 INFO | -> TrackP > 0 2018-04-08 07:26:01 INFO | -> TrackPt > 0 2018-04-08 07:26:02 INFO | Creating selection from 'AllPhysTracksInEvent.txt' 2018-04-08 07:26:02 INFO | -> !HasMC || MCVertexType==1 || MCVertexType==2 2018-04-08 07:26:02 INFO | Training sample size (excluding ghosts) = 1800000 2018-04-08 07:26:02 INFO | Evaluation sample size = 10000000 2018-04-08 07:26:02 INFO | Reading Parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.1/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers2/ScaleF1.4/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Long/MVA.txt 2018-04-08 07:26:02 INFO | -> NBTASK = CLA 2018-04-08 07:26:02 INFO | -> NBMOM = 0.0 2018-04-08 07:26:02 INFO | -> NBREG = ALL 2018-04-08 07:26:02 INFO | -> TMVAVALIDATIONFRAC = 0.3 2018-04-08 07:26:02 INFO | -> TMVATESTFRAC = 0.3 2018-04-08 07:26:02 INFO | -> MaxTrainSizeFactor = 1.5 2018-04-08 07:26:02 INFO | -> HiddenLayerScaleFactor = 1.4 2018-04-08 07:26:02 INFO | -> NumberHiddenLayers = 2 2018-04-08 07:26:02 INFO | -> GhostAcceptFraction = 0.1 2018-04-08 07:26:02 INFO | -> PionAcceptFraction = 1.0 2018-04-08 07:26:02 INFO | -> KaonAcceptFraction = 0.5 2018-04-08 07:26:02 INFO | -> ProtonAcceptFraction = 0.5 2018-04-08 07:26:02 INFO | -> ReuseTrainingFiles = 1 2018-04-08 07:26:02 INFO | -> TrainingYear = MC2016Deuterons 2018-04-08 07:26:02 INFO | -> TMVAMETHOD = MLP 2018-04-08 07:26:02 INFO | -> TMVAUSEREGULATOR = false 2018-04-08 07:26:02 INFO | -> TMVAMLPNCYCLES = 750 2018-04-08 07:26:02 INFO | -> TMVAVARTRANSFORM = Norm 2018-04-08 07:26:02 INFO | -> TMVAMLPNEURONTYPE = sigmoid 2018-04-08 07:26:02 INFO | -> TMVAMLPMETHOD = BP 2018-04-08 07:26:02 INFO | -> TMVAMLPESTIMATORTYPE = CE 2018-04-08 07:26:02 INFO | -> TMVAMLPCONVIMPROVE = 1e-16 2018-04-08 07:26:02 INFO | -> TMVAMLPCONVTEST = 15 2018-04-08 07:26:02 INFO | -> TMVABDTBOOSTTYPE = AdaBoost 2018-04-08 07:26:02 INFO | -> TMVABDTNTREES = 800 2018-04-08 07:26:02 INFO | -> TMVABDTPRUNEMETHOD = CostComplexity 2018-04-08 07:26:02 INFO | -> TMVABDTMAXTREEDEPTH = 3 2018-04-08 07:26:02 INFO | -> TMVADNNERRSTRAT = CROSSENTROPY 2018-04-08 07:26:02 INFO | -> TMVADNNTRAINCONFA = UNDEFINED 2018-04-08 07:26:02 INFO | -> TMVADNNTRAINCONFB = 2018-04-08 07:26:02 INFO | -> TMVADNNTRAINCONFC = 2018-04-08 07:26:02 INFO | -> TMVADNNLAYOUT = UNDEFINED 2018-04-08 07:26:02 INFO | -> TMVADNNWEIGHTINIT = XAVIERUNIFORM 2018-04-08 07:26:02 INFO | -> TMVADNNARCH = STANDARD 2018-04-08 07:26:02 INFO | Reading Parameters file = Eval.txt 2018-04-08 07:26:02 INFO | -> EVALMODE = EvalWithPreSel 2018-04-08 07:26:02 INFO | -> EVALDATA = Mixture 2018-04-08 07:26:02 INFO | -> EVALYEAR = MC2016Deuterons 2018-04-08 07:26:02 INFO | Node layer two scale = 1.4 2018-04-08 07:26:02 INFO | Ghost Accept Fraction = 0.1 2018-04-08 07:26:02 INFO | Proton Accept Fraction = 0.5 2018-04-08 07:26:02 INFO | Kaon Accept Fraction = 0.5 2018-04-08 07:26:02 INFO | Pion Accept Fraction = 1 2018-04-08 07:26:02 INFO | Max Training sample size (with ghosts) = 2700000 2018-04-08 07:26:02 INFO | Training data year = MC2016Deuterons 2018-04-08 07:26:02 INFO | Evaluation data year = MC2016Deuterons 2018-04-08 07:26:02 INFO | Input Data file = TrainingFiles-Mixture.txt 2018-04-08 07:26:02 INFO | Using 255 data files 2018-04-08 07:26:02 INFO | Will prescale non deuterons by 0.05 2018-04-08 07:26:02 INFO | Training Datafile Selection hash = 2bc316c04fc88cde 2018-04-08 07:26:02 INFO | Target selected entries per file = 15748 2018-04-08 07:26:02 INFO | Using training file (1/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000022.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:03 INFO | -> Pre-selected 19972 entries from 23988 ( 83.2583 % ) 2018-04-08 07:26:05 INFO | -> Selected 12974 entries ( 54.0854 % ). Overall 9057 ( 0.503167 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:05 INFO | Using training file (2/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000016.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:05 INFO | -> Pre-selected 7749 entries from 9351 ( 82.8681 % ) 2018-04-08 07:26:06 INFO | -> Selected 4991 entries ( 53.374 % ). Overall 12536 ( 0.696444 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:06 INFO | Using training file (3/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000023.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:06 INFO | -> Pre-selected 21219 entries from 25320 ( 83.8033 % ) 2018-04-08 07:26:08 INFO | -> Selected 13503 entries ( 53.3294 % ). Overall 21854 ( 1.21411 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:08 INFO | Using training file (4/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000085.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:08 INFO | -> Pre-selected 5170 entries from 6181 ( 83.6434 % ) 2018-04-08 07:26:09 INFO | -> Selected 3317 entries ( 53.6645 % ). Overall 24117 ( 1.33983 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:09 INFO | Using training file (5/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000067.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:09 INFO | -> Pre-selected 15464 entries from 18431 ( 83.9021 % ) 2018-04-08 07:26:11 INFO | -> Selected 10104 entries ( 54.8207 % ). Overall 31171 ( 1.73172 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:11 INFO | Using training file (6/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000028.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:11 INFO | -> Pre-selected 7665 entries from 9228 ( 83.0624 % ) 2018-04-08 07:26:12 INFO | -> Selected 4970 entries ( 53.8578 % ). Overall 34639 ( 1.92439 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:12 INFO | Using training file (7/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000044.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:12 INFO | -> Pre-selected 21344 entries from 25341 ( 84.2271 % ) 2018-04-08 07:26:14 INFO | -> Selected 13674 entries ( 53.96 % ). Overall 44137 ( 2.45206 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:14 INFO | Using training file (8/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000079.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:14 INFO | -> Pre-selected 21096 entries from 25342 ( 83.2452 % ) 2018-04-08 07:26:16 INFO | -> Selected 13670 entries ( 53.9421 % ). Overall 53471 ( 2.97061 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:16 INFO | Using training file (9/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000054.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:16 INFO | -> Pre-selected 20387 entries from 24493 ( 83.236 % ) 2018-04-08 07:26:18 INFO | -> Selected 13172 entries ( 53.7786 % ). Overall 62563 ( 3.47572 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:18 INFO | Using training file (10/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000025.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:19 INFO | -> Pre-selected 7792 entries from 9382 ( 83.0527 % ) 2018-04-08 07:26:19 INFO | -> Selected 5077 entries ( 54.1143 % ). Overall 66048 ( 3.66933 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:19 INFO | Using training file (11/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000101.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:19 INFO | -> Pre-selected 15830 entries from 19128 ( 82.7583 % ) 2018-04-08 07:26:21 INFO | -> Selected 10285 entries ( 53.7693 % ). Overall 73032 ( 4.05733 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:21 INFO | Using training file (12/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000060.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:21 INFO | -> Pre-selected 21219 entries from 25274 ( 83.9558 % ) 2018-04-08 07:26:23 INFO | -> Selected 13743 entries ( 54.376 % ). Overall 82615 ( 4.58972 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:23 INFO | Using training file (13/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000036.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:24 INFO | -> Pre-selected 21116 entries from 25216 ( 83.7405 % ) 2018-04-08 07:26:26 INFO | -> Selected 13604 entries ( 53.9499 % ). Overall 92003 ( 5.11128 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:26 INFO | Using training file (14/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000064.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:26 INFO | -> Pre-selected 20999 entries from 25155 ( 83.4784 % ) 2018-04-08 07:26:28 INFO | -> Selected 13760 entries ( 54.7009 % ). Overall 101588 ( 5.64378 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:28 INFO | Using training file (15/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000105.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:28 INFO | -> Pre-selected 21559 entries from 25736 ( 83.7698 % ) 2018-04-08 07:26:30 INFO | -> Selected 14099 entries ( 54.7832 % ). Overall 111198 ( 6.17767 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:30 INFO | Using training file (16/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000010.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:30 INFO | -> Pre-selected 7653 entries from 9140 ( 83.7309 % ) 2018-04-08 07:26:31 INFO | -> Selected 4948 entries ( 54.1357 % ). Overall 114586 ( 6.36589 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:31 INFO | Using training file (17/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000056.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:31 INFO | -> Pre-selected 15393 entries from 18527 ( 83.0841 % ) 2018-04-08 07:26:32 INFO | -> Selected 9970 entries ( 53.8134 % ). Overall 121479 ( 6.74883 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:33 INFO | Using training file (18/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000086.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:33 INFO | -> Pre-selected 15341 entries from 18429 ( 83.2438 % ) 2018-04-08 07:26:34 INFO | -> Selected 9921 entries ( 53.8336 % ). Overall 128360 ( 7.13111 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:34 INFO | Using training file (19/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000099.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:34 INFO | -> Pre-selected 21135 entries from 25292 ( 83.564 % ) 2018-04-08 07:26:37 INFO | -> Selected 13556 entries ( 53.598 % ). Overall 137758 ( 7.65322 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:37 INFO | Using training file (20/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000106.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:37 INFO | -> Pre-selected 20555 entries from 24589 ( 83.5943 % ) 2018-04-08 07:26:39 INFO | -> Selected 13249 entries ( 53.8818 % ). Overall 146909 ( 8.16161 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:39 INFO | Using training file (21/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000006.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:39 INFO | -> Pre-selected 20180 entries from 24159 ( 83.5299 % ) 2018-04-08 07:26:41 INFO | -> Selected 12887 entries ( 53.3424 % ). Overall 155812 ( 8.65622 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:41 INFO | Using training file (22/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000025.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:41 INFO | -> Pre-selected 15162 entries from 18213 ( 83.2482 % ) 2018-04-08 07:26:43 INFO | -> Selected 9914 entries ( 54.4336 % ). Overall 162640 ( 9.03556 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:43 INFO | Using training file (23/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000063.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:43 INFO | -> Pre-selected 21984 entries from 26274 ( 83.6721 % ) 2018-04-08 07:26:45 INFO | -> Selected 14196 entries ( 54.0306 % ). Overall 172361 ( 9.57561 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:45 INFO | Using training file (24/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000087.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:45 INFO | -> Pre-selected 20735 entries from 24651 ( 84.1142 % ) 2018-04-08 07:26:47 INFO | -> Selected 13553 entries ( 54.9795 % ). Overall 181703 ( 10.0946 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:47 INFO | Using training file (25/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000075.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:48 INFO | -> Pre-selected 20551 entries from 24713 ( 83.1587 % ) 2018-04-08 07:26:50 INFO | -> Selected 13172 entries ( 53.2999 % ). Overall 190829 ( 10.6016 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:50 INFO | Using training file (26/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000002.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:50 INFO | -> Pre-selected 16065 entries from 19238 ( 83.5066 % ) 2018-04-08 07:26:52 INFO | -> Selected 10392 entries ( 54.0181 % ). Overall 198001 ( 11.0001 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:52 INFO | Using training file (27/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000090.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:52 INFO | -> Pre-selected 14798 entries from 17743 ( 83.4019 % ) 2018-04-08 07:26:53 INFO | -> Selected 9457 entries ( 53.2999 % ). Overall 204574 ( 11.3652 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:53 INFO | Using training file (28/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000069.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:53 INFO | -> Pre-selected 21983 entries from 26108 ( 84.2002 % ) 2018-04-08 07:26:56 INFO | -> Selected 14167 entries ( 54.2631 % ). Overall 214284 ( 11.9047 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:56 INFO | Using training file (29/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000008.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:56 INFO | -> Pre-selected 7759 entries from 9331 ( 83.1529 % ) 2018-04-08 07:26:57 INFO | -> Selected 5052 entries ( 54.1421 % ). Overall 217775 ( 12.0986 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:57 INFO | Using training file (30/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000051.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:57 INFO | -> Pre-selected 21026 entries from 25160 ( 83.5692 % ) 2018-04-08 07:26:59 INFO | -> Selected 13673 entries ( 54.3442 % ). Overall 227131 ( 12.6184 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:26:59 INFO | Using training file (31/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000003.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:26:59 INFO | -> Pre-selected 20848 entries from 24790 ( 84.0984 % ) 2018-04-08 07:27:01 INFO | -> Selected 13574 entries ( 54.7559 % ). Overall 236629 ( 13.1461 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:01 INFO | Using training file (32/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000070.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:01 INFO | -> Pre-selected 5434 entries from 6547 ( 82.9998 % ) 2018-04-08 07:27:02 INFO | -> Selected 3425 entries ( 52.314 % ). Overall 239008 ( 13.2782 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:02 INFO | Using training file (33/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000030.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:02 INFO | -> Pre-selected 15937 entries from 19108 ( 83.4049 % ) 2018-04-08 07:27:04 INFO | -> Selected 10435 entries ( 54.6106 % ). Overall 246266 ( 13.6814 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:04 INFO | Using training file (34/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000031.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:04 INFO | -> Pre-selected 21265 entries from 25266 ( 84.1645 % ) 2018-04-08 07:27:06 INFO | -> Selected 13840 entries ( 54.7772 % ). Overall 255762 ( 14.209 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:06 INFO | Using training file (35/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000015.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:06 INFO | -> Pre-selected 21183 entries from 25137 ( 84.2702 % ) 2018-04-08 07:27:08 INFO | -> Selected 13668 entries ( 54.374 % ). Overall 265187 ( 14.7326 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:08 INFO | Using training file (36/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000027.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:08 INFO | -> Pre-selected 7620 entries from 9218 ( 82.6644 % ) 2018-04-08 07:27:09 INFO | -> Selected 4938 entries ( 53.5691 % ). Overall 268560 ( 14.92 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:09 INFO | Using training file (37/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000011.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:09 INFO | -> Pre-selected 7675 entries from 9301 ( 82.518 % ) 2018-04-08 07:27:10 INFO | -> Selected 4961 entries ( 53.3384 % ). Overall 272003 ( 15.1113 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:10 INFO | Using training file (38/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000057.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:10 INFO | -> Pre-selected 20688 entries from 24738 ( 83.6284 % ) 2018-04-08 07:27:12 INFO | -> Selected 13329 entries ( 53.8807 % ). Overall 281179 ( 15.6211 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:12 INFO | Using training file (39/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000017.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:12 INFO | -> Pre-selected 21181 entries from 25390 ( 83.4226 % ) 2018-04-08 07:27:14 INFO | -> Selected 13526 entries ( 53.2729 % ). Overall 290594 ( 16.1441 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:14 INFO | Using training file (40/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000098.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:15 INFO | -> Pre-selected 17062 entries from 20391 ( 83.6742 % ) 2018-04-08 07:27:16 INFO | -> Selected 11115 entries ( 54.5093 % ). Overall 298279 ( 16.5711 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:16 INFO | Using training file (41/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000052.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:16 INFO | -> Pre-selected 20528 entries from 24535 ( 83.6682 % ) 2018-04-08 07:27:18 INFO | -> Selected 13081 entries ( 53.3157 % ). Overall 307236 ( 17.0687 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:18 INFO | Using training file (42/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000093.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:18 INFO | -> Pre-selected 20448 entries from 24525 ( 83.3761 % ) 2018-04-08 07:27:20 INFO | -> Selected 13226 entries ( 53.9286 % ). Overall 316382 ( 17.5768 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:20 INFO | Using training file (43/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000111.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:21 INFO | -> Pre-selected 20474 entries from 24376 ( 83.9925 % ) 2018-04-08 07:27:23 INFO | -> Selected 13167 entries ( 54.0162 % ). Overall 325548 ( 18.086 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:23 INFO | Using training file (44/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000005.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:23 INFO | -> Pre-selected 20887 entries from 25027 ( 83.4579 % ) 2018-04-08 07:27:25 INFO | -> Selected 13594 entries ( 54.3173 % ). Overall 334963 ( 18.6091 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:25 INFO | Using training file (45/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000018.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:25 INFO | -> Pre-selected 21601 entries from 25806 ( 83.7053 % ) 2018-04-08 07:27:27 INFO | -> Selected 13871 entries ( 53.7511 % ). Overall 344695 ( 19.1497 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:27 INFO | Using training file (46/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000067.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:28 INFO | -> Pre-selected 22071 entries from 26367 ( 83.7069 % ) 2018-04-08 07:27:30 INFO | -> Selected 14371 entries ( 54.5037 % ). Overall 354627 ( 19.7015 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:30 INFO | Using training file (47/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000075.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:30 INFO | -> Pre-selected 22014 entries from 26201 ( 84.0197 % ) 2018-04-08 07:27:32 INFO | -> Selected 14244 entries ( 54.3643 % ). Overall 364457 ( 20.2476 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:32 INFO | Using training file (48/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000066.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:32 INFO | -> Pre-selected 14212 entries from 16929 ( 83.9506 % ) 2018-04-08 07:27:34 INFO | -> Selected 9342 entries ( 55.1834 % ). Overall 370862 ( 20.6034 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:34 INFO | Using training file (49/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000012.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:34 INFO | -> Pre-selected 15770 entries from 18736 ( 84.1695 % ) 2018-04-08 07:27:35 INFO | -> Selected 10240 entries ( 54.6541 % ). Overall 377958 ( 20.9977 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:35 INFO | Using training file (50/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000096.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:36 INFO | -> Pre-selected 21223 entries from 25548 ( 83.0711 % ) 2018-04-08 07:27:38 INFO | -> Selected 13738 entries ( 53.7733 % ). Overall 387340 ( 21.5189 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:38 INFO | Using training file (51/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000058.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:38 INFO | -> Pre-selected 15830 entries from 18841 ( 84.0189 % ) 2018-04-08 07:27:40 INFO | -> Selected 10271 entries ( 54.5141 % ). Overall 394397 ( 21.9109 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:40 INFO | Using training file (52/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000037.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:40 INFO | -> Pre-selected 20921 entries from 24891 ( 84.0505 % ) 2018-04-08 07:27:42 INFO | -> Selected 13556 entries ( 54.4615 % ). Overall 403835 ( 22.4353 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:42 INFO | Using training file (53/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000028.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:42 INFO | -> Pre-selected 20691 entries from 24726 ( 83.6811 % ) 2018-04-08 07:27:44 INFO | -> Selected 13290 entries ( 53.7491 % ). Overall 413037 ( 22.9465 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:44 INFO | Using training file (54/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000021.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:44 INFO | -> Pre-selected 7812 entries from 9363 ( 83.4348 % ) 2018-04-08 07:27:45 INFO | -> Selected 5085 entries ( 54.3095 % ). Overall 416611 ( 23.1451 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:45 INFO | Using training file (55/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000081.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:45 INFO | -> Pre-selected 21244 entries from 25465 ( 83.4243 % ) 2018-04-08 07:27:47 INFO | -> Selected 13719 entries ( 53.8739 % ). Overall 426112 ( 23.6729 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:47 INFO | Using training file (56/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000091.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:47 INFO | -> Pre-selected 16530 entries from 19784 ( 83.5524 % ) 2018-04-08 07:27:49 INFO | -> Selected 10876 entries ( 54.9737 % ). Overall 433618 ( 24.0899 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:49 INFO | Using training file (57/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000108.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:49 INFO | -> Pre-selected 20847 entries from 24989 ( 83.4247 % ) 2018-04-08 07:27:51 INFO | -> Selected 13613 entries ( 54.476 % ). Overall 443052 ( 24.614 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:51 INFO | Using training file (58/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000005.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:51 INFO | -> Pre-selected 21291 entries from 25385 ( 83.8724 % ) 2018-04-08 07:27:53 INFO | -> Selected 13974 entries ( 55.0483 % ). Overall 452846 ( 25.1581 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:53 INFO | Using training file (59/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000055.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:53 INFO | -> Pre-selected 20431 entries from 24388 ( 83.7748 % ) 2018-04-08 07:27:55 INFO | -> Selected 13115 entries ( 53.7764 % ). Overall 461894 ( 25.6608 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:55 INFO | Using training file (60/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000020.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:55 INFO | -> Pre-selected 16377 entries from 19609 ( 83.5178 % ) 2018-04-08 07:27:57 INFO | -> Selected 10650 entries ( 54.3118 % ). Overall 469239 ( 26.0688 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:57 INFO | Using training file (61/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000034.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:57 INFO | -> Pre-selected 20049 entries from 24070 ( 83.2946 % ) 2018-04-08 07:27:59 INFO | -> Selected 13042 entries ( 54.1836 % ). Overall 478293 ( 26.5718 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:27:59 INFO | Using training file (62/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000082.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:27:59 INFO | -> Pre-selected 20771 entries from 24965 ( 83.2005 % ) 2018-04-08 07:28:01 INFO | -> Selected 13306 entries ( 53.2986 % ). Overall 487489 ( 27.0827 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:01 INFO | Using training file (63/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000074.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:01 INFO | -> Pre-selected 20425 entries from 24346 ( 83.8947 % ) 2018-04-08 07:28:03 INFO | -> Selected 13150 entries ( 54.013 % ). Overall 496556 ( 27.5864 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:03 INFO | Using training file (64/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000054.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:04 INFO | -> Pre-selected 21372 entries from 25446 ( 83.9896 % ) 2018-04-08 07:28:06 INFO | -> Selected 13817 entries ( 54.2993 % ). Overall 506135 ( 28.1186 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:06 INFO | Using training file (65/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000061.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:06 INFO | -> Pre-selected 16205 entries from 19309 ( 83.9246 % ) 2018-04-08 07:28:07 INFO | -> Selected 10457 entries ( 54.1561 % ). Overall 513374 ( 28.5208 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:07 INFO | Using training file (66/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000041.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:08 INFO | -> Pre-selected 21980 entries from 26298 ( 83.5805 % ) 2018-04-08 07:28:10 INFO | -> Selected 14135 entries ( 53.7493 % ). Overall 523157 ( 29.0643 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:10 INFO | Using training file (67/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000035.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:10 INFO | -> Pre-selected 20546 entries from 24683 ( 83.2395 % ) 2018-04-08 07:28:12 INFO | -> Selected 13477 entries ( 54.6003 % ). Overall 532562 ( 29.5868 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:12 INFO | Using training file (68/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000013.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:12 INFO | -> Pre-selected 7702 entries from 9197 ( 83.7447 % ) 2018-04-08 07:28:13 INFO | -> Selected 5040 entries ( 54.8005 % ). Overall 536053 ( 29.7807 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:13 INFO | Using training file (69/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000062.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:13 INFO | -> Pre-selected 15305 entries from 18302 ( 83.6247 % ) 2018-04-08 07:28:15 INFO | -> Selected 9855 entries ( 53.8466 % ). Overall 542882 ( 30.1601 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:15 INFO | Using training file (70/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000097.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:15 INFO | -> Pre-selected 20136 entries from 24032 ( 83.7883 % ) 2018-04-08 07:28:17 INFO | -> Selected 12973 entries ( 53.9822 % ). Overall 551849 ( 30.6583 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:17 INFO | Using training file (71/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000088.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:17 INFO | -> Pre-selected 17470 entries from 20952 ( 83.3811 % ) 2018-04-08 07:28:19 INFO | -> Selected 11413 entries ( 54.4721 % ). Overall 559681 ( 31.0934 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:19 INFO | Using training file (72/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000093.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:19 INFO | -> Pre-selected 20163 entries from 24099 ( 83.6674 % ) 2018-04-08 07:28:21 INFO | -> Selected 13012 entries ( 53.9939 % ). Overall 568699 ( 31.5944 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:21 INFO | Using training file (73/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000046.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:21 INFO | -> Pre-selected 20353 entries from 24517 ( 83.0159 % ) 2018-04-08 07:28:23 INFO | -> Selected 13257 entries ( 54.0727 % ). Overall 577838 ( 32.1021 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:23 INFO | Using training file (74/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000076.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:23 INFO | -> Pre-selected 20707 entries from 24864 ( 83.281 % ) 2018-04-08 07:28:25 INFO | -> Selected 13324 entries ( 53.5875 % ). Overall 587046 ( 32.6137 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:25 INFO | Using training file (75/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000027.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:26 INFO | -> Pre-selected 20461 entries from 24540 ( 83.3782 % ) 2018-04-08 07:28:28 INFO | -> Selected 13163 entries ( 53.639 % ). Overall 596128 ( 33.1182 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:28 INFO | Using training file (76/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000110.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:28 INFO | -> Pre-selected 21732 entries from 26095 ( 83.2803 % ) 2018-04-08 07:28:30 INFO | -> Selected 13983 entries ( 53.585 % ). Overall 605875 ( 33.6597 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:30 INFO | Using training file (77/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000018.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:30 INFO | -> Pre-selected 19749 entries from 23557 ( 83.835 % ) 2018-04-08 07:28:32 INFO | -> Selected 12916 entries ( 54.8287 % ). Overall 614788 ( 34.1549 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:32 INFO | Using training file (78/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000007.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:32 INFO | -> Pre-selected 7633 entries from 9158 ( 83.3479 % ) 2018-04-08 07:28:33 INFO | -> Selected 4999 entries ( 54.5862 % ). Overall 618245 ( 34.3469 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:33 INFO | Using training file (79/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000000.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:33 INFO | -> Pre-selected 7580 entries from 9038 ( 83.8681 % ) 2018-04-08 07:28:34 INFO | -> Selected 4965 entries ( 54.9347 % ). Overall 621687 ( 34.5382 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:34 INFO | Using training file (80/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000050.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:34 INFO | -> Pre-selected 21283 entries from 25330 ( 84.0229 % ) 2018-04-08 07:28:36 INFO | -> Selected 13665 entries ( 53.9479 % ). Overall 631168 ( 35.0649 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:36 INFO | Using training file (81/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000097.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:36 INFO | -> Pre-selected 20852 entries from 24967 ( 83.5182 % ) 2018-04-08 07:28:38 INFO | -> Selected 13491 entries ( 54.0353 % ). Overall 640472 ( 35.5818 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:38 INFO | Using training file (82/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000096.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:38 INFO | -> Pre-selected 21368 entries from 25308 ( 84.4318 % ) 2018-04-08 07:28:41 INFO | -> Selected 13808 entries ( 54.5598 % ). Overall 649975 ( 36.1097 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:41 INFO | Using training file (83/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000029.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:41 INFO | -> Pre-selected 21120 entries from 25137 ( 84.0196 % ) 2018-04-08 07:28:43 INFO | -> Selected 13617 entries ( 54.1711 % ). Overall 659429 ( 36.6349 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:43 INFO | Using training file (84/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000019.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:43 INFO | -> Pre-selected 7683 entries from 9219 ( 83.3388 % ) 2018-04-08 07:28:44 INFO | -> Selected 5023 entries ( 54.4853 % ). Overall 662912 ( 36.8284 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:44 INFO | Using training file (85/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000035.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:44 INFO | -> Pre-selected 21176 entries from 25205 ( 84.0151 % ) 2018-04-08 07:28:46 INFO | -> Selected 13700 entries ( 54.3543 % ). Overall 672360 ( 37.3533 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:46 INFO | Using training file (86/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000080.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:46 INFO | -> Pre-selected 20611 entries from 24736 ( 83.3239 % ) 2018-04-08 07:28:48 INFO | -> Selected 13208 entries ( 53.3959 % ). Overall 681439 ( 37.8577 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:48 INFO | Using training file (87/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000024.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:48 INFO | -> Pre-selected 7639 entries from 9208 ( 82.9605 % ) 2018-04-08 07:28:49 INFO | -> Selected 4998 entries ( 54.2789 % ). Overall 684897 ( 38.0498 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:49 INFO | Using training file (88/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000053.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:49 INFO | -> Pre-selected 21206 entries from 25269 ( 83.921 % ) 2018-04-08 07:28:51 INFO | -> Selected 13685 entries ( 54.1573 % ). Overall 694328 ( 38.5738 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:51 INFO | Using training file (89/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000004.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:51 INFO | -> Pre-selected 21709 entries from 25900 ( 83.8185 % ) 2018-04-08 07:28:54 INFO | -> Selected 13909 entries ( 53.7027 % ). Overall 703952 ( 39.1084 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:54 INFO | Using training file (90/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000063.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:54 INFO | -> Pre-selected 20423 entries from 24385 ( 83.7523 % ) 2018-04-08 07:28:56 INFO | -> Selected 13237 entries ( 54.2834 % ). Overall 713164 ( 39.6202 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:56 INFO | Using training file (91/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000020.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:56 INFO | -> Pre-selected 7701 entries from 9261 ( 83.1552 % ) 2018-04-08 07:28:57 INFO | -> Selected 5007 entries ( 54.0654 % ). Overall 716625 ( 39.8125 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:57 INFO | Using training file (92/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000059.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:57 INFO | -> Pre-selected 20398 entries from 24312 ( 83.901 % ) 2018-04-08 07:28:59 INFO | -> Selected 13050 entries ( 53.6772 % ). Overall 725633 ( 40.3129 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:28:59 INFO | Using training file (93/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000071.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:28:59 INFO | -> Pre-selected 20070 entries from 24094 ( 83.2987 % ) 2018-04-08 07:29:01 INFO | -> Selected 12845 entries ( 53.312 % ). Overall 734478 ( 40.8043 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:01 INFO | Using training file (94/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000078.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:01 INFO | -> Pre-selected 21279 entries from 25559 ( 83.2544 % ) 2018-04-08 07:29:03 INFO | -> Selected 13726 entries ( 53.7032 % ). Overall 744010 ( 41.3339 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:03 INFO | Using training file (95/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000066.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:03 INFO | -> Pre-selected 20017 entries from 24017 ( 83.3451 % ) 2018-04-08 07:29:06 INFO | -> Selected 12767 entries ( 53.1582 % ). Overall 752809 ( 41.8227 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:06 INFO | Using training file (96/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000072.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:06 INFO | -> Pre-selected 22400 entries from 26802 ( 83.5759 % ) 2018-04-08 07:29:08 INFO | -> Selected 14432 entries ( 53.8467 % ). Overall 762795 ( 42.3775 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:08 INFO | Using training file (97/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000012.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:08 INFO | -> Pre-selected 7958 entries from 9519 ( 83.6012 % ) 2018-04-08 07:29:09 INFO | -> Selected 5044 entries ( 52.9888 % ). Overall 766318 ( 42.5732 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:09 INFO | Using training file (98/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000023.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:09 INFO | -> Pre-selected 20976 entries from 25047 ( 83.7466 % ) 2018-04-08 07:29:11 INFO | -> Selected 13444 entries ( 53.6751 % ). Overall 775718 ( 43.0954 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:11 INFO | Using training file (99/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000110.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:11 INFO | -> Pre-selected 22091 entries from 26340 ( 83.8686 % ) 2018-04-08 07:29:13 INFO | -> Selected 14230 entries ( 54.0243 % ). Overall 785471 ( 43.6373 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:13 INFO | Using training file (100/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000092.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:14 INFO | -> Pre-selected 20290 entries from 24402 ( 83.1489 % ) 2018-04-08 07:29:16 INFO | -> Selected 13151 entries ( 53.8931 % ). Overall 794582 ( 44.1434 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:16 INFO | Using training file (101/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000023.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:16 INFO | -> Pre-selected 7800 entries from 9279 ( 84.0608 % ) 2018-04-08 07:29:16 INFO | -> Selected 5066 entries ( 54.5964 % ). Overall 798005 ( 44.3336 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:16 INFO | Using training file (102/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000111.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:17 INFO | -> Pre-selected 14833 entries from 17775 ( 83.4487 % ) 2018-04-08 07:29:18 INFO | -> Selected 9602 entries ( 54.0197 % ). Overall 804747 ( 44.7082 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:18 INFO | Using training file (103/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000085.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:18 INFO | -> Pre-selected 21018 entries from 25030 ( 83.9712 % ) 2018-04-08 07:29:20 INFO | -> Selected 13778 entries ( 55.0459 % ). Overall 814296 ( 45.2387 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:20 INFO | Using training file (104/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000059.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:21 INFO | -> Pre-selected 21412 entries from 25667 ( 83.4223 % ) 2018-04-08 07:29:23 INFO | -> Selected 13834 entries ( 53.898 % ). Overall 823874 ( 45.7708 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:23 INFO | Using training file (105/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000020.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:23 INFO | -> Pre-selected 20700 entries from 24844 ( 83.3199 % ) 2018-04-08 07:29:25 INFO | -> Selected 13377 entries ( 53.844 % ). Overall 833121 ( 46.2845 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:25 INFO | Using training file (106/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000016.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:25 INFO | -> Pre-selected 20902 entries from 25056 ( 83.4211 % ) 2018-04-08 07:29:28 INFO | -> Selected 13499 entries ( 53.8753 % ). Overall 842436 ( 46.802 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:28 INFO | Using training file (107/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000060.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:28 INFO | -> Pre-selected 20221 entries from 24297 ( 83.2243 % ) 2018-04-08 07:29:30 INFO | -> Selected 12974 entries ( 53.3975 % ). Overall 851481 ( 47.3045 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:30 INFO | Using training file (108/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000045.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:30 INFO | -> Pre-selected 20404 entries from 24390 ( 83.6572 % ) 2018-04-08 07:29:32 INFO | -> Selected 13225 entries ( 54.223 % ). Overall 860644 ( 47.8136 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:32 INFO | Using training file (109/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000055.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:32 INFO | -> Pre-selected 21382 entries from 25672 ( 83.2892 % ) 2018-04-08 07:29:34 INFO | -> Selected 13729 entries ( 53.4785 % ). Overall 870101 ( 48.3389 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:34 INFO | Using training file (110/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000009.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:35 INFO | -> Pre-selected 20287 entries from 24183 ( 83.8895 % ) 2018-04-08 07:29:37 INFO | -> Selected 13034 entries ( 53.8974 % ). Overall 879082 ( 48.8379 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:37 INFO | Using training file (111/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000108.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:37 INFO | -> Pre-selected 15575 entries from 18622 ( 83.6376 % ) 2018-04-08 07:29:38 INFO | -> Selected 10131 entries ( 54.4034 % ). Overall 886017 ( 49.2232 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:38 INFO | Using training file (112/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000011.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:39 INFO | -> Pre-selected 20454 entries from 24561 ( 83.2784 % ) 2018-04-08 07:29:41 INFO | -> Selected 13118 entries ( 53.4099 % ). Overall 895011 ( 49.7228 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:41 INFO | Using training file (113/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000029.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:41 INFO | -> Pre-selected 7043 entries from 8419 ( 83.656 % ) 2018-04-08 07:29:42 INFO | -> Selected 4625 entries ( 54.9353 % ). Overall 898234 ( 49.9019 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:42 INFO | Using training file (114/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000015.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:42 INFO | -> Pre-selected 15259 entries from 18296 ( 83.4007 % ) 2018-04-08 07:29:43 INFO | -> Selected 9734 entries ( 53.2029 % ). Overall 904847 ( 50.2693 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:43 INFO | Using training file (115/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000019.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:43 INFO | -> Pre-selected 20610 entries from 24667 ( 83.5529 % ) 2018-04-08 07:29:45 INFO | -> Selected 13364 entries ( 54.1776 % ). Overall 914092 ( 50.7829 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:45 INFO | Using training file (116/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000010.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:46 INFO | -> Pre-selected 21216 entries from 25252 ( 84.0171 % ) 2018-04-08 07:29:48 INFO | -> Selected 13707 entries ( 54.2808 % ). Overall 923564 ( 51.3091 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:48 INFO | Using training file (117/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000004.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:48 INFO | -> Pre-selected 10841 entries from 12918 ( 83.9217 % ) 2018-04-08 07:29:49 INFO | -> Selected 6954 entries ( 53.8319 % ). Overall 928331 ( 51.5739 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:49 INFO | Using training file (118/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000047.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:49 INFO | -> Pre-selected 21022 entries from 25071 ( 83.8499 % ) 2018-04-08 07:29:51 INFO | -> Selected 13539 entries ( 54.0026 % ). Overall 937666 ( 52.0926 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:51 INFO | Using training file (119/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000007.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:51 INFO | -> Pre-selected 10626 entries from 12717 ( 83.5574 % ) 2018-04-08 07:29:52 INFO | -> Selected 6672 entries ( 52.4652 % ). Overall 942248 ( 52.3471 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:52 INFO | Using training file (120/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000092.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:52 INFO | -> Pre-selected 20761 entries from 24865 ( 83.4949 % ) 2018-04-08 07:29:54 INFO | -> Selected 13578 entries ( 54.6069 % ). Overall 951619 ( 52.8677 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:54 INFO | Using training file (121/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000107.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:55 INFO | -> Pre-selected 15479 entries from 18555 ( 83.4223 % ) 2018-04-08 07:29:56 INFO | -> Selected 9889 entries ( 53.2956 % ). Overall 958489 ( 53.2494 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:56 INFO | Using training file (122/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000026.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:56 INFO | -> Pre-selected 16203 entries from 19341 ( 83.7754 % ) 2018-04-08 07:29:58 INFO | -> Selected 10546 entries ( 54.5267 % ). Overall 965768 ( 53.6538 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:29:58 INFO | Using training file (123/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000039.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:29:58 INFO | -> Pre-selected 21639 entries from 25791 ( 83.9014 % ) 2018-04-08 07:30:00 INFO | -> Selected 14078 entries ( 54.5849 % ). Overall 975551 ( 54.1973 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:00 INFO | Using training file (124/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000002.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:00 INFO | -> Pre-selected 7760 entries from 9327 ( 83.1993 % ) 2018-04-08 07:30:01 INFO | -> Selected 4921 entries ( 52.7608 % ). Overall 978934 ( 54.3852 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:01 INFO | Using training file (125/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000006.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:01 INFO | -> Pre-selected 16443 entries from 19577 ( 83.9914 % ) 2018-04-08 07:30:03 INFO | -> Selected 10541 entries ( 53.8438 % ). Overall 986239 ( 54.7911 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:03 INFO | Using training file (126/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000053.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:03 INFO | -> Pre-selected 20833 entries from 24929 ( 83.5693 % ) 2018-04-08 07:30:05 INFO | -> Selected 13444 entries ( 53.9292 % ). Overall 995437 ( 55.3021 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:05 INFO | Using training file (127/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000049.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:05 INFO | -> Pre-selected 21751 entries from 25936 ( 83.8641 % ) 2018-04-08 07:30:07 INFO | -> Selected 14211 entries ( 54.7926 % ). Overall 1005320 ( 55.8511 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:07 INFO | Using training file (128/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000038.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:08 INFO | -> Pre-selected 20555 entries from 24422 ( 84.1659 % ) 2018-04-08 07:30:10 INFO | -> Selected 13098 entries ( 53.632 % ). Overall 1014341 ( 56.3523 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:10 INFO | Using training file (129/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000086.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:10 INFO | -> Pre-selected 21304 entries from 25488 ( 83.5844 % ) 2018-04-08 07:30:12 INFO | -> Selected 13911 entries ( 54.5786 % ). Overall 1023906 ( 56.8837 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:12 INFO | Using training file (130/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000046.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:12 INFO | -> Pre-selected 19656 entries from 23412 ( 83.9569 % ) 2018-04-08 07:30:14 INFO | -> Selected 12750 entries ( 54.4593 % ). Overall 1032854 ( 57.3808 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:14 INFO | Using training file (131/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000038.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:14 INFO | -> Pre-selected 16231 entries from 19230 ( 84.4046 % ) 2018-04-08 07:30:16 INFO | -> Selected 10252 entries ( 53.3125 % ). Overall 1039887 ( 57.7715 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:16 INFO | Using training file (132/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000032.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:16 INFO | -> Pre-selected 21240 entries from 25262 ( 84.0789 % ) 2018-04-08 07:30:18 INFO | -> Selected 13694 entries ( 54.2079 % ). Overall 1049362 ( 58.2979 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:18 INFO | Using training file (133/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000094.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:18 INFO | -> Pre-selected 21250 entries from 25413 ( 83.6186 % ) 2018-04-08 07:30:20 INFO | -> Selected 13679 entries ( 53.8268 % ). Overall 1058870 ( 58.8261 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:20 INFO | Using training file (134/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000112.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:20 INFO | -> Pre-selected 21781 entries from 25942 ( 83.9604 % ) 2018-04-08 07:30:23 INFO | -> Selected 14050 entries ( 54.1593 % ). Overall 1068479 ( 59.3599 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:23 INFO | Using training file (135/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000089.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:23 INFO | -> Pre-selected 20989 entries from 24980 ( 84.0232 % ) 2018-04-08 07:30:25 INFO | -> Selected 13620 entries ( 54.5236 % ). Overall 1077975 ( 59.8875 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:25 INFO | Using training file (136/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000104.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:25 INFO | -> Pre-selected 20218 entries from 24219 ( 83.4799 % ) 2018-04-08 07:30:27 INFO | -> Selected 13314 entries ( 54.9734 % ). Overall 1087123 ( 60.3957 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:27 INFO | Using training file (137/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000039.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:28 INFO | -> Pre-selected 20562 entries from 24472 ( 84.0226 % ) 2018-04-08 07:30:30 INFO | -> Selected 13205 entries ( 53.9596 % ). Overall 1096198 ( 60.8999 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:30 INFO | Using training file (138/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000040.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:30 INFO | -> Pre-selected 17389 entries from 20764 ( 83.7459 % ) 2018-04-08 07:30:32 INFO | -> Selected 11399 entries ( 54.8979 % ). Overall 1104148 ( 61.3416 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:32 INFO | Using training file (139/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000091.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:32 INFO | -> Pre-selected 21226 entries from 25225 ( 84.1467 % ) 2018-04-08 07:30:34 INFO | -> Selected 13684 entries ( 54.2478 % ). Overall 1113678 ( 61.871 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:34 INFO | Using training file (140/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000030.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:34 INFO | -> Pre-selected 21639 entries from 25866 ( 83.6581 % ) 2018-04-08 07:30:36 INFO | -> Selected 13905 entries ( 53.7578 % ). Overall 1123193 ( 62.3996 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:36 INFO | Using training file (141/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000026.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:36 INFO | -> Pre-selected 7756 entries from 9273 ( 83.6407 % ) 2018-04-08 07:30:37 INFO | -> Selected 5010 entries ( 54.0278 % ). Overall 1126659 ( 62.5922 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:37 INFO | Using training file (142/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000079.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:37 INFO | -> Pre-selected 20171 entries from 24122 ( 83.6208 % ) 2018-04-08 07:30:39 INFO | -> Selected 12898 entries ( 53.4699 % ). Overall 1135505 ( 63.0836 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:39 INFO | Using training file (143/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000087.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:40 INFO | -> Pre-selected 22057 entries from 26316 ( 83.8159 % ) 2018-04-08 07:30:42 INFO | -> Selected 14206 entries ( 53.9824 % ). Overall 1145324 ( 63.6291 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:42 INFO | Using training file (144/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000073.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:42 INFO | -> Pre-selected 20246 entries from 24375 ( 83.0605 % ) 2018-04-08 07:30:44 INFO | -> Selected 13013 entries ( 53.3867 % ). Overall 1154315 ( 64.1286 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:44 INFO | Using training file (145/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000088.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:44 INFO | -> Pre-selected 20464 entries from 24541 ( 83.387 % ) 2018-04-08 07:30:46 INFO | -> Selected 13247 entries ( 53.9791 % ). Overall 1163363 ( 64.6313 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:46 INFO | Using training file (146/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000068.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:46 INFO | -> Pre-selected 19088 entries from 22741 ( 83.9365 % ) 2018-04-08 07:30:48 INFO | -> Selected 12325 entries ( 54.1973 % ). Overall 1171820 ( 65.1011 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:48 INFO | Using training file (147/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000073.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:48 INFO | -> Pre-selected 17364 entries from 20747 ( 83.694 % ) 2018-04-08 07:30:50 INFO | -> Selected 11230 entries ( 54.1283 % ). Overall 1179559 ( 65.5311 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:50 INFO | Using training file (148/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000098.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:50 INFO | -> Pre-selected 20962 entries from 25209 ( 83.1528 % ) 2018-04-08 07:30:52 INFO | -> Selected 13607 entries ( 53.9768 % ). Overall 1188966 ( 66.0537 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:52 INFO | Using training file (149/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000102.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:53 INFO | -> Pre-selected 20773 entries from 24743 ( 83.9551 % ) 2018-04-08 07:30:55 INFO | -> Selected 13480 entries ( 54.4801 % ). Overall 1198317 ( 66.5732 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:55 INFO | Using training file (150/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000056.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:55 INFO | -> Pre-selected 20860 entries from 25014 ( 83.3933 % ) 2018-04-08 07:30:57 INFO | -> Selected 13567 entries ( 54.2376 % ). Overall 1207696 ( 67.0942 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:57 INFO | Using training file (151/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000044.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:57 INFO | -> Pre-selected 15417 entries from 18548 ( 83.1195 % ) 2018-04-08 07:30:59 INFO | -> Selected 9954 entries ( 53.6662 % ). Overall 1214573 ( 67.4763 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:30:59 INFO | Using training file (152/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000048.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:30:59 INFO | -> Pre-selected 21491 entries from 25592 ( 83.9755 % ) 2018-04-08 07:31:01 INFO | -> Selected 13828 entries ( 54.0325 % ). Overall 1224155 ( 68.0086 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:01 INFO | Using training file (153/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000018.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:01 INFO | -> Pre-selected 7808 entries from 9399 ( 83.0727 % ) 2018-04-08 07:31:02 INFO | -> Selected 5057 entries ( 53.8036 % ). Overall 1227713 ( 68.2063 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:02 INFO | Using training file (154/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000095.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:02 INFO | -> Pre-selected 20683 entries from 24575 ( 84.1628 % ) 2018-04-08 07:31:04 INFO | -> Selected 13528 entries ( 55.0478 % ). Overall 1237195 ( 68.7331 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:04 INFO | Using training file (155/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000043.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:04 INFO | -> Pre-selected 10801 entries from 12844 ( 84.0937 % ) 2018-04-08 07:31:05 INFO | -> Selected 6917 entries ( 53.8539 % ). Overall 1241978 ( 68.9988 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:05 INFO | Using training file (156/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000084.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:06 INFO | -> Pre-selected 16270 entries from 19351 ( 84.0783 % ) 2018-04-08 07:31:07 INFO | -> Selected 10590 entries ( 54.7259 % ). Overall 1249317 ( 69.4065 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:07 INFO | Using training file (157/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000014.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:07 INFO | -> Pre-selected 20303 entries from 24244 ( 83.7444 % ) 2018-04-08 07:31:09 INFO | -> Selected 12951 entries ( 53.4194 % ). Overall 1258257 ( 69.9032 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:09 INFO | Using training file (158/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000082.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:09 INFO | -> Pre-selected 21574 entries from 25681 ( 84.0076 % ) 2018-04-08 07:31:12 INFO | -> Selected 14075 entries ( 54.8071 % ). Overall 1268053 ( 70.4474 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:12 INFO | Using training file (159/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000061.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:12 INFO | -> Pre-selected 15463 entries from 18460 ( 83.7649 % ) 2018-04-08 07:31:13 INFO | -> Selected 10091 entries ( 54.6641 % ). Overall 1275149 ( 70.8416 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:13 INFO | Using training file (160/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000015.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:13 INFO | -> Pre-selected 7768 entries from 9344 ( 83.1336 % ) 2018-04-08 07:31:14 INFO | -> Selected 5098 entries ( 54.5591 % ). Overall 1278657 ( 71.0365 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:14 INFO | Using training file (161/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000049.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:14 INFO | -> Pre-selected 14961 entries from 17845 ( 83.8386 % ) 2018-04-08 07:31:16 INFO | -> Selected 9690 entries ( 54.3009 % ). Overall 1285354 ( 71.4086 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:16 INFO | Using training file (162/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000104.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:16 INFO | -> Pre-selected 16406 entries from 19622 ( 83.6102 % ) 2018-04-08 07:31:18 INFO | -> Selected 10551 entries ( 53.7713 % ). Overall 1292661 ( 71.8145 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:18 INFO | Using training file (163/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000021.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:18 INFO | -> Pre-selected 20522 entries from 24617 ( 83.3652 % ) 2018-04-08 07:31:20 INFO | -> Selected 13362 entries ( 54.2796 % ). Overall 1301892 ( 72.3273 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:20 INFO | Using training file (164/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000025.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:20 INFO | -> Pre-selected 21472 entries from 25751 ( 83.3832 % ) 2018-04-08 07:31:22 INFO | -> Selected 14076 entries ( 54.662 % ). Overall 1311635 ( 72.8686 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:22 INFO | Using training file (165/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000105.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:23 INFO | -> Pre-selected 21001 entries from 25220 ( 83.2712 % ) 2018-04-08 07:31:25 INFO | -> Selected 13580 entries ( 53.8462 % ). Overall 1321042 ( 73.3912 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:25 INFO | Using training file (166/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000024.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:25 INFO | -> Pre-selected 15516 entries from 18731 ( 82.8359 % ) 2018-04-08 07:31:26 INFO | -> Selected 10101 entries ( 53.9266 % ). Overall 1327987 ( 73.7771 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:26 INFO | Using training file (167/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000047.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:27 INFO | -> Pre-selected 20300 entries from 24278 ( 83.6148 % ) 2018-04-08 07:31:29 INFO | -> Selected 13034 entries ( 53.6865 % ). Overall 1336991 ( 74.2773 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:29 INFO | Using training file (168/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000083.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:29 INFO | -> Pre-selected 18368 entries from 21846 ( 84.0795 % ) 2018-04-08 07:31:31 INFO | -> Selected 11836 entries ( 54.1793 % ). Overall 1345206 ( 74.7337 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:31 INFO | Using training file (169/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000016.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:31 INFO | -> Pre-selected 21685 entries from 25801 ( 84.0471 % ) 2018-04-08 07:31:33 INFO | -> Selected 14025 entries ( 54.3584 % ). Overall 1354883 ( 75.2713 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:33 INFO | Using training file (170/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000058.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:33 INFO | -> Pre-selected 20525 entries from 24629 ( 83.3367 % ) 2018-04-08 07:31:35 INFO | -> Selected 13401 entries ( 54.4115 % ). Overall 1364131 ( 75.7851 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:35 INFO | Using training file (171/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000103.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:35 INFO | -> Pre-selected 15286 entries from 18276 ( 83.6397 % ) 2018-04-08 07:31:37 INFO | -> Selected 9748 entries ( 53.3377 % ). Overall 1370867 ( 76.1593 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:37 INFO | Using training file (172/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000014.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:37 INFO | -> Pre-selected 15267 entries from 18143 ( 84.1482 % ) 2018-04-08 07:31:39 INFO | -> Selected 9783 entries ( 53.9216 % ). Overall 1377672 ( 76.5373 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:39 INFO | Using training file (173/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000004.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:39 INFO | -> Pre-selected 7777 entries from 9376 ( 82.9458 % ) 2018-04-08 07:31:40 INFO | -> Selected 5165 entries ( 55.0875 % ). Overall 1381290 ( 76.7383 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:40 INFO | Using training file (174/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000074.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:40 INFO | -> Pre-selected 16104 entries from 19216 ( 83.8052 % ) 2018-04-08 07:31:41 INFO | -> Selected 10353 entries ( 53.877 % ). Overall 1388502 ( 77.139 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:41 INFO | Using training file (175/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000045.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:41 INFO | -> Pre-selected 20848 entries from 24880 ( 83.7942 % ) 2018-04-08 07:31:44 INFO | -> Selected 13647 entries ( 54.8513 % ). Overall 1397993 ( 77.6663 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:44 INFO | Using training file (176/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000114.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:44 INFO | -> Pre-selected 21831 entries from 26173 ( 83.4104 % ) 2018-04-08 07:31:46 INFO | -> Selected 13964 entries ( 53.3527 % ). Overall 1407575 ( 78.1986 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:46 INFO | Using training file (177/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000022.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:46 INFO | -> Pre-selected 7595 entries from 9174 ( 82.7883 % ) 2018-04-08 07:31:47 INFO | -> Selected 4835 entries ( 52.7033 % ). Overall 1410919 ( 78.3844 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:47 INFO | Using training file (178/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000027.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:47 INFO | -> Pre-selected 21035 entries from 25101 ( 83.8014 % ) 2018-04-08 07:31:49 INFO | -> Selected 13753 entries ( 54.7906 % ). Overall 1420484 ( 78.9158 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:49 INFO | Using training file (179/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000026.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:49 INFO | -> Pre-selected 20364 entries from 24385 ( 83.5104 % ) 2018-04-08 07:31:51 INFO | -> Selected 13140 entries ( 53.8856 % ). Overall 1429662 ( 79.4257 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:51 INFO | Using training file (180/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000017.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:51 INFO | -> Pre-selected 21493 entries from 25788 ( 83.345 % ) 2018-04-08 07:31:54 INFO | -> Selected 13793 entries ( 53.4861 % ). Overall 1439169 ( 79.9538 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:54 INFO | Using training file (181/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000008.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:54 INFO | -> Pre-selected 21294 entries from 25456 ( 83.6502 % ) 2018-04-08 07:31:56 INFO | -> Selected 13837 entries ( 54.3565 % ). Overall 1448672 ( 80.4818 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:56 INFO | Using training file (182/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000071.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:56 INFO | -> Pre-selected 18727 entries from 22316 ( 83.9174 % ) 2018-04-08 07:31:58 INFO | -> Selected 12035 entries ( 53.9299 % ). Overall 1456972 ( 80.9429 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:31:58 INFO | Using training file (183/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000077.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:31:58 INFO | -> Pre-selected 21693 entries from 25919 ( 83.6954 % ) 2018-04-08 07:32:00 INFO | -> Selected 13997 entries ( 54.0029 % ). Overall 1466670 ( 81.4817 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:00 INFO | Using training file (184/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000033.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:00 INFO | -> Pre-selected 14576 entries from 17403 ( 83.7557 % ) 2018-04-08 07:32:02 INFO | -> Selected 9509 entries ( 54.64 % ). Overall 1473180 ( 81.8433 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:02 INFO | Using training file (185/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000003.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:02 INFO | -> Pre-selected 20836 entries from 25051 ( 83.1743 % ) 2018-04-08 07:32:04 INFO | -> Selected 13274 entries ( 52.9879 % ). Overall 1482362 ( 82.3534 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:04 INFO | Using training file (186/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000009.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:04 INFO | -> Pre-selected 10646 entries from 12739 ( 83.5701 % ) 2018-04-08 07:32:05 INFO | -> Selected 6832 entries ( 53.6306 % ). Overall 1487108 ( 82.6171 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:05 INFO | Using training file (187/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000090.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:05 INFO | -> Pre-selected 21493 entries from 25788 ( 83.345 % ) 2018-04-08 07:32:08 INFO | -> Selected 13888 entries ( 53.8545 % ). Overall 1496692 ( 83.1496 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:08 INFO | Using training file (188/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000010.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:08 INFO | -> Pre-selected 21105 entries from 25309 ( 83.3893 % ) 2018-04-08 07:32:10 INFO | -> Selected 13655 entries ( 53.9531 % ). Overall 1506129 ( 83.6738 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:10 INFO | Using training file (189/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000052.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:10 INFO | -> Pre-selected 20569 entries from 24491 ( 83.986 % ) 2018-04-08 07:32:12 INFO | -> Selected 13256 entries ( 54.126 % ). Overall 1515327 ( 84.1848 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:12 INFO | Using training file (190/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000032.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:12 INFO | -> Pre-selected 20491 entries from 24486 ( 83.6846 % ) 2018-04-08 07:32:15 INFO | -> Selected 13229 entries ( 54.0268 % ). Overall 1524416 ( 84.6898 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:15 INFO | Using training file (191/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000029.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:15 INFO | -> Pre-selected 20790 entries from 24992 ( 83.1866 % ) 2018-04-08 07:32:17 INFO | -> Selected 13465 entries ( 53.8772 % ). Overall 1533780 ( 85.21 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:17 INFO | Using training file (192/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000057.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:17 INFO | -> Pre-selected 20740 entries from 24767 ( 83.7405 % ) 2018-04-08 07:32:19 INFO | -> Selected 13312 entries ( 53.7489 % ). Overall 1542868 ( 85.7149 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:19 INFO | Using training file (193/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000013.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:19 INFO | -> Pre-selected 20524 entries from 24505 ( 83.7543 % ) 2018-04-08 07:32:21 INFO | -> Selected 13228 entries ( 53.9808 % ). Overall 1552068 ( 86.226 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:21 INFO | Using training file (194/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000001.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:21 INFO | -> Pre-selected 21343 entries from 25390 ( 84.0607 % ) 2018-04-08 07:32:23 INFO | -> Selected 13797 entries ( 54.3403 % ). Overall 1561679 ( 86.7599 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:23 INFO | Using training file (195/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000013.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:24 INFO | -> Pre-selected 22212 entries from 26448 ( 83.9837 % ) 2018-04-08 07:32:26 INFO | -> Selected 14434 entries ( 54.575 % ). Overall 1571694 ( 87.3163 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:26 INFO | Using training file (196/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000078.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:26 INFO | -> Pre-selected 21135 entries from 25318 ( 83.4782 % ) 2018-04-08 07:32:28 INFO | -> Selected 13574 entries ( 53.614 % ). Overall 1581075 ( 87.8375 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:28 INFO | Using training file (197/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000070.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:28 INFO | -> Pre-selected 20336 entries from 24424 ( 83.2624 % ) 2018-04-08 07:32:30 INFO | -> Selected 13307 entries ( 54.4833 % ). Overall 1590264 ( 88.348 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:30 INFO | Using training file (198/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000076.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:30 INFO | -> Pre-selected 21326 entries from 25418 ( 83.9012 % ) 2018-04-08 07:32:32 INFO | -> Selected 13819 entries ( 54.367 % ). Overall 1599764 ( 88.8758 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:32 INFO | Using training file (199/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000101.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:32 INFO | -> Pre-selected 21728 entries from 25890 ( 83.9243 % ) 2018-04-08 07:32:35 INFO | -> Selected 14133 entries ( 54.5886 % ). Overall 1609573 ( 89.4207 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:35 INFO | Using training file (200/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000036.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:35 INFO | -> Pre-selected 20002 entries from 24004 ( 83.3278 % ) 2018-04-08 07:32:37 INFO | -> Selected 12915 entries ( 53.8035 % ). Overall 1618503 ( 89.9168 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:37 INFO | Using training file (201/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000041.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:37 INFO | -> Pre-selected 21126 entries from 25244 ( 83.6872 % ) 2018-04-08 07:32:39 INFO | -> Selected 13639 entries ( 54.0287 % ). Overall 1627956 ( 90.442 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:39 INFO | Using training file (202/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000009.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:39 INFO | -> Pre-selected 7641 entries from 9212 ( 82.9462 % ) 2018-04-08 07:32:40 INFO | -> Selected 4953 entries ( 53.7668 % ). Overall 1631408 ( 90.6338 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:40 INFO | Using training file (203/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000072.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:40 INFO | -> Pre-selected 21147 entries from 25414 ( 83.21 % ) 2018-04-08 07:32:42 INFO | -> Selected 13750 entries ( 54.104 % ). Overall 1640893 ( 91.1607 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:42 INFO | Using training file (204/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000022.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:43 INFO | -> Pre-selected 20910 entries from 24928 ( 83.8816 % ) 2018-04-08 07:32:45 INFO | -> Selected 13781 entries ( 55.2832 % ). Overall 1650435 ( 91.6908 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:45 INFO | Using training file (205/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000083.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:45 INFO | -> Pre-selected 20796 entries from 24904 ( 83.5047 % ) 2018-04-08 07:32:47 INFO | -> Selected 13442 entries ( 53.9753 % ). Overall 1659835 ( 92.2131 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:47 INFO | Using training file (206/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000034.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:47 INFO | -> Pre-selected 16461 entries from 19677 ( 83.656 % ) 2018-04-08 07:32:49 INFO | -> Selected 10646 entries ( 54.1038 % ). Overall 1667153 ( 92.6196 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:49 INFO | Using training file (207/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000042.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:49 INFO | -> Pre-selected 20305 entries from 24354 ( 83.3744 % ) 2018-04-08 07:32:51 INFO | -> Selected 13259 entries ( 54.4428 % ). Overall 1676294 ( 93.1274 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:51 INFO | Using training file (208/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000068.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:51 INFO | -> Pre-selected 10271 entries from 12281 ( 83.6333 % ) 2018-04-08 07:32:52 INFO | -> Selected 6551 entries ( 53.3426 % ). Overall 1680850 ( 93.3806 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:52 INFO | Using training file (209/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000037.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:52 INFO | -> Pre-selected 21181 entries from 25479 ( 83.1312 % ) 2018-04-08 07:32:54 INFO | -> Selected 13640 entries ( 53.5343 % ). Overall 1690287 ( 93.9048 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:54 INFO | Using training file (210/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000001.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:55 INFO | -> Pre-selected 21067 entries from 25190 ( 83.6324 % ) 2018-04-08 07:32:57 INFO | -> Selected 13654 entries ( 54.204 % ). Overall 1699699 ( 94.4277 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:57 INFO | Using training file (211/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000028.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:57 INFO | -> Pre-selected 20907 entries from 25048 ( 83.4677 % ) 2018-04-08 07:32:59 INFO | -> Selected 13306 entries ( 53.122 % ). Overall 1708873 ( 94.9374 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:32:59 INFO | Using training file (212/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000103.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:32:59 INFO | -> Pre-selected 21316 entries from 25450 ( 83.7564 % ) 2018-04-08 07:33:01 INFO | -> Selected 13860 entries ( 54.4597 % ). Overall 1718332 ( 95.4629 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:33:01 INFO | Using training file (213/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000051.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:33:01 INFO | -> Pre-selected 15463 entries from 18607 ( 83.1031 % ) 2018-04-08 07:33:03 INFO | -> Selected 9943 entries ( 53.4369 % ). Overall 1725214 ( 95.8452 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:33:03 INFO | Using training file (214/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000006.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:33:03 INFO | -> Pre-selected 7709 entries from 9295 ( 82.9371 % ) 2018-04-08 07:33:04 INFO | -> Selected 5132 entries ( 55.2125 % ). Overall 1728730 ( 96.0406 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:33:04 INFO | Using training file (215/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000062.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:33:04 INFO | -> Pre-selected 20539 entries from 24655 ( 83.3056 % ) 2018-04-08 07:33:06 INFO | -> Selected 13128 entries ( 53.2468 % ). Overall 1737779 ( 96.5433 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:33:06 INFO | Using training file (216/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000099.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:33:06 INFO | -> Pre-selected 21325 entries from 25461 ( 83.7555 % ) 2018-04-08 07:33:08 INFO | -> Selected 13738 entries ( 53.957 % ). Overall 1747244 ( 97.0691 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:33:08 INFO | Using training file (217/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000095.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:33:08 INFO | -> Pre-selected 20484 entries from 24610 ( 83.2345 % ) 2018-04-08 07:33:11 INFO | -> Selected 13277 entries ( 53.9496 % ). Overall 1756378 ( 97.5766 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:33:11 INFO | Using training file (218/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000050.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:33:11 INFO | -> Pre-selected 21094 entries from 25194 ( 83.7263 % ) 2018-04-08 07:33:13 INFO | -> Selected 13688 entries ( 54.3304 % ). Overall 1765935 ( 98.1075 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:33:13 INFO | Using training file (219/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000043.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:33:13 INFO | -> Pre-selected 15109 entries from 18145 ( 83.2681 % ) 2018-04-08 07:33:14 INFO | -> Selected 9639 entries ( 53.1221 % ). Overall 1772607 ( 98.4782 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:33:14 INFO | Using training file (220/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000077.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:33:15 INFO | -> Pre-selected 19695 entries from 23673 ( 83.196 % ) 2018-04-08 07:33:16 INFO | -> Selected 12790 entries ( 54.0278 % ). Overall 1781494 ( 98.9719 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:33:16 INFO | Using training file (221/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000011.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:33:17 INFO | -> Pre-selected 21566 entries from 25808 ( 83.5632 % ) 2018-04-08 07:33:19 INFO | -> Selected 13875 entries ( 53.7624 % ). Overall 1791168 ( 99.5093 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:33:19 INFO | Using training file (222/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000014.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:33:19 INFO | -> Pre-selected 7782 entries from 9289 ( 83.7765 % ) 2018-04-08 07:33:20 INFO | -> Selected 5117 entries ( 55.0867 % ). Overall 1794747 ( 99.7082 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:33:20 INFO | Using training file (223/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000064.root.2bc316c04fc88cde Tuple=ANNPID/DecayTree 2018-04-08 07:33:20 INFO | -> Pre-selected 20946 entries from 25034 ( 83.6702 % ) 2018-04-08 07:33:21 INFO | -> Selected 7567 entries ( 30.2269 % ). Overall 1800000 ( 100 % ) of required 1800000 non-ghost training entries. 2018-04-08 07:33:21 INFO | Considered 4026777 tracks for input to MVA training 2018-04-08 07:33:21 INFO | Sel. Eff. = 64.6501% 2018-04-08 07:33:21 INFO | Selected 1822803/770707 tracks for input to MVA training/testing 2018-04-08 07:33:21 INFO | Ghost percentage = 1.25099% 2018-04-08 07:33:21 INFO | Electron percentage = 0.465108% 2018-04-08 07:33:21 INFO | Muon percentage = 0.680436% 2018-04-08 07:33:21 INFO | Pion percentage = 63.6565% 2018-04-08 07:33:21 INFO | Kaon percentage = 4.61202% 2018-04-08 07:33:21 INFO | Proton percentage = 4.2873% 2018-04-08 07:33:21 WARN | Unknown Particle type 3112 2018-04-08 07:33:21 INFO | 'PDG=3112' percentage = 0.0117402% 2018-04-08 07:33:21 WARN | Unknown Particle type 3222 2018-04-08 07:33:21 INFO | 'PDG=3222' percentage = 0.030283% 2018-04-08 07:33:21 INFO | Deuteron percentage = 25% 2018-04-08 07:33:21 INFO | Skipped 4 contributions below 0.01% 2018-04-08 07:33:21 INFO | Created text/MC2016Deuterons-Mixture/EvalWithPreSel 2018-04-08 07:33:21 INFO | Created Plots directory Long-Deuteron-evaluation.root:/TrainMixture/EvalMC2016DeuteronsMixture/EvalWithPreSel 2018-04-08 07:33:21 INFO | Making plots for input BremPIDe 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.0001 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.0010 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.0050 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.0100 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.0250 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.0500 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.0750 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.1000 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.2000 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.3000 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.4000 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.6000 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.7000 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.8000 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.9000 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.9250 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.9500 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.9750 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.9900 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.9950 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.9990 2018-04-08 07:33:21 INFO | Creating ROOT directory MVAcut0.9999 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-8.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-7.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-6.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-5.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-5.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-4.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-4.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-3.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-3.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-2.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-2.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-1.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-1.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut-0.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut0.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut0.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut1.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut1.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut2.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut2.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut3.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut3.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut4.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut4.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut5.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut5.5000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut6.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut7.0000 2018-04-08 07:33:21 INFO | Creating ROOT directory DLLcut8.0000 2018-04-08 07:33:21 INFO | Making plots for input CaloPrsE 2018-04-08 07:33:21 INFO | Making plots for input EcalPIDe 2018-04-08 07:33:21 INFO | Making plots for input EcalPIDmu 2018-04-08 07:33:21 INFO | Making plots for input HcalPIDe 2018-04-08 07:33:21 INFO | Making plots for input HcalPIDmu 2018-04-08 07:33:21 INFO | Making plots for input InAccBrem 2018-04-08 07:33:21 INFO | Making plots for input InAccMuon 2018-04-08 07:33:21 INFO | Making plots for input MuonBkgLL 2018-04-08 07:33:21 INFO | Making plots for input MuonIsLooseMuon 2018-04-08 07:33:21 INFO | Making plots for input MuonIsMuon 2018-04-08 07:33:21 INFO | Making plots for input MuonMuLL 2018-04-08 07:33:21 INFO | Making plots for input MuonNShared 2018-04-08 07:33:21 INFO | Making plots for input PrsPIDe 2018-04-08 07:33:21 INFO | Making plots for input RichAboveKaThres 2018-04-08 07:33:21 INFO | Making plots for input RichAbovePiThres 2018-04-08 07:33:21 INFO | Making plots for input RichAbovePrThres 2018-04-08 07:33:21 INFO | Making plots for input RichDLLbt 2018-04-08 07:33:21 INFO | Making plots for input RichDLLd 2018-04-08 07:33:21 INFO | Making plots for input RichDLLe 2018-04-08 07:33:21 INFO | Making plots for input RichDLLk 2018-04-08 07:33:21 INFO | Making plots for input RichDLLmu 2018-04-08 07:33:21 INFO | Making plots for input RichDLLp 2018-04-08 07:33:21 INFO | Making plots for input RichUsedR1Gas 2018-04-08 07:33:21 INFO | Making plots for input RichUsedR2Gas 2018-04-08 07:33:21 INFO | Making plots for input TrackChi2PerDof 2018-04-08 07:33:21 INFO | Making plots for input TrackFitMatchChi2 2018-04-08 07:33:21 INFO | Making plots for input TrackFitTChi2 2018-04-08 07:33:21 INFO | Making plots for input TrackFitTNDoF 2018-04-08 07:33:21 INFO | Making plots for input TrackFitVeloChi2 2018-04-08 07:33:21 INFO | Making plots for input TrackFitVeloNDoF 2018-04-08 07:33:21 INFO | Making plots for input TrackGhostProbability 2018-04-08 07:33:21 INFO | Making plots for input TrackNumDof 2018-04-08 07:33:21 INFO | Making plots for input TrackP 2018-04-08 07:33:21 INFO | Making plots for input TrackPt : Booking "MLP" of type "MLP" from GlobalPID_Deuteron_Long_TMVA.weights.xml.
DataSetInfo : [Default] : Added class "Signal"
DataSetInfo : [Default] : Added class "Background"
Deuteron_Long_TMVA : Building Network. : Initializing weights : Booked classifier "Deuteron_Long_TMVA" of type: "MLP" 2018-04-08 07:33:21 INFO | Creating selection from 'AllPhysTracksInEvent.txt' 2018-04-08 07:33:21 INFO | -> !HasMC || MCVertexType==1 || MCVertexType==2 2018-04-08 07:33:21 INFO | Evaluation mode 'EvalWithPreSel' 2018-04-08 07:33:21 INFO | Will apply all track pre-selections during evaluation 2018-04-08 07:33:21 INFO | Will reuse training files for evaluation 2018-04-08 07:33:21 INFO | Evaluation Datafile Selection hash = 2164089be745b06a 2018-04-08 07:33:21 INFO | Using evaluation file (1/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000022.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 07:33:23 INFO | -> Pre-selected 367768 entries from 367768 ( 100 % ) 2018-04-08 07:39:13 INFO | -> Selected 367768 entries ( 100 % ). Overall 367768 ( 3.67768 % ) of required 10000000 entries. 2018-04-08 07:39:13 INFO | Using evaluation file (2/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000016.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 07:39:14 INFO | -> Pre-selected 143103 entries from 143103 ( 100 % ) 2018-04-08 07:41:53 INFO | -> Selected 143103 entries ( 100 % ). Overall 510871 ( 5.10871 % ) of required 10000000 entries. 2018-04-08 07:41:53 INFO | Using evaluation file (3/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000023.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 07:41:54 INFO | -> Pre-selected 389629 entries from 389629 ( 100 % ) 2018-04-08 07:49:06 INFO | -> Selected 389629 entries ( 100 % ). Overall 900500 ( 9.005 % ) of required 10000000 entries. 2018-04-08 07:49:06 INFO | Using evaluation file (4/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000085.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 07:49:07 INFO | -> Pre-selected 95194 entries from 95194 ( 100 % ) 2018-04-08 07:50:53 INFO | -> Selected 95194 entries ( 100 % ). Overall 995694 ( 9.95694 % ) of required 10000000 entries. 2018-04-08 07:50:53 INFO | Using evaluation file (5/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000067.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 07:50:54 INFO | -> Pre-selected 282265 entries from 282265 ( 100 % ) 2018-04-08 07:56:07 INFO | -> Selected 282265 entries ( 100 % ). Overall 1277959 ( 12.7796 % ) of required 10000000 entries. 2018-04-08 07:56:07 INFO | Using evaluation file (6/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000028.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 07:56:07 INFO | -> Pre-selected 143059 entries from 143059 ( 100 % ) 2018-04-08 07:58:47 INFO | -> Selected 143059 entries ( 100 % ). Overall 1421018 ( 14.2102 % ) of required 10000000 entries. 2018-04-08 07:58:47 INFO | Using evaluation file (7/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000044.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 07:58:49 INFO | -> Pre-selected 390836 entries from 390836 ( 100 % ) 2018-04-08 08:05:01 INFO | -> Selected 390836 entries ( 100 % ). Overall 1811854 ( 18.1185 % ) of required 10000000 entries. 2018-04-08 08:05:01 INFO | Using evaluation file (8/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000079.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 08:05:02 INFO | -> Pre-selected 388825 entries from 388825 ( 100 % ) 2018-04-08 08:11:56 INFO | -> Selected 388825 entries ( 100 % ). Overall 2200679 ( 22.0068 % ) of required 10000000 entries. 2018-04-08 08:11:56 INFO | Using evaluation file (9/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000054.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 08:11:57 INFO | -> Pre-selected 377392 entries from 377392 ( 100 % ) 2018-04-08 08:18:06 INFO | -> Selected 377392 entries ( 100 % ). Overall 2578071 ( 25.7807 % ) of required 10000000 entries. 2018-04-08 08:18:06 INFO | Using evaluation file (10/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000025.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 08:18:07 INFO | -> Pre-selected 142391 entries from 142391 ( 100 % ) 2018-04-08 08:20:23 INFO | -> Selected 142391 entries ( 100 % ). Overall 2720462 ( 27.2046 % ) of required 10000000 entries. 2018-04-08 08:20:23 INFO | Using evaluation file (11/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000101.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 08:20:24 INFO | -> Pre-selected 292924 entries from 292924 ( 100 % ) 2018-04-08 08:25:39 INFO | -> Selected 292924 entries ( 100 % ). Overall 3013386 ( 30.1339 % ) of required 10000000 entries. 2018-04-08 08:25:39 INFO | Using evaluation file (12/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000060.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 08:25:40 INFO | -> Pre-selected 390165 entries from 390165 ( 100 % ) 2018-04-08 08:33:35 INFO | -> Selected 390165 entries ( 100 % ). Overall 3403551 ( 34.0355 % ) of required 10000000 entries. 2018-04-08 08:33:35 INFO | Using evaluation file (13/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000036.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 08:33:36 INFO | -> Pre-selected 386339 entries from 386339 ( 100 % ) 2018-04-08 08:41:24 INFO | -> Selected 386339 entries ( 100 % ). Overall 3789890 ( 37.8989 % ) of required 10000000 entries. 2018-04-08 08:41:24 INFO | Using evaluation file (14/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000064.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 08:41:25 INFO | -> Pre-selected 386891 entries from 386891 ( 100 % ) 2018-04-08 08:49:33 INFO | -> Selected 386891 entries ( 100 % ). Overall 4176781 ( 41.7678 % ) of required 10000000 entries. 2018-04-08 08:49:33 INFO | Using evaluation file (15/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000105.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 08:49:34 INFO | -> Pre-selected 393635 entries from 393635 ( 100 % ) 2018-04-08 08:57:51 INFO | -> Selected 393635 entries ( 100 % ). Overall 4570416 ( 45.7042 % ) of required 10000000 entries. 2018-04-08 08:57:51 INFO | Using evaluation file (16/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000010.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 08:57:51 INFO | -> Pre-selected 142589 entries from 142589 ( 100 % ) 2018-04-08 09:00:51 INFO | -> Selected 142589 entries ( 100 % ). Overall 4713005 ( 47.13 % ) of required 10000000 entries. 2018-04-08 09:00:51 INFO | Using evaluation file (17/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000056.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 09:00:52 INFO | -> Pre-selected 285098 entries from 285098 ( 100 % ) 2018-04-08 09:07:20 INFO | -> Selected 285098 entries ( 100 % ). Overall 4998103 ( 49.981 % ) of required 10000000 entries. 2018-04-08 09:07:20 INFO | Using evaluation file (18/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000086.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 09:07:21 INFO | -> Pre-selected 283611 entries from 283611 ( 100 % ) 2018-04-08 09:13:23 INFO | -> Selected 283611 entries ( 100 % ). Overall 5281714 ( 52.8171 % ) of required 10000000 entries. 2018-04-08 09:13:23 INFO | Using evaluation file (19/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000099.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 09:13:25 INFO | -> Pre-selected 390248 entries from 390248 ( 100 % ) 2018-04-08 09:21:41 INFO | -> Selected 390248 entries ( 100 % ). Overall 5671962 ( 56.7196 % ) of required 10000000 entries. 2018-04-08 09:21:41 INFO | Using evaluation file (20/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000106.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 09:21:42 INFO | -> Pre-selected 373679 entries from 373679 ( 100 % ) 2018-04-08 09:30:02 INFO | -> Selected 373679 entries ( 100 % ). Overall 6045641 ( 60.4564 % ) of required 10000000 entries. 2018-04-08 09:30:02 INFO | Using evaluation file (21/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000006.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 09:30:03 INFO | -> Pre-selected 368741 entries from 368741 ( 100 % ) 2018-04-08 09:37:48 INFO | -> Selected 368741 entries ( 100 % ). Overall 6414382 ( 64.1438 % ) of required 10000000 entries. 2018-04-08 09:37:48 INFO | Using evaluation file (22/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000025.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 09:37:49 INFO | -> Pre-selected 280201 entries from 280201 ( 100 % ) 2018-04-08 09:43:40 INFO | -> Selected 280201 entries ( 100 % ). Overall 6694583 ( 66.9458 % ) of required 10000000 entries. 2018-04-08 09:43:40 INFO | Using evaluation file (23/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000063.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 09:43:41 INFO | -> Pre-selected 402036 entries from 402036 ( 100 % ) 2018-04-08 09:52:07 INFO | -> Selected 402036 entries ( 100 % ). Overall 7096619 ( 70.9662 % ) of required 10000000 entries. 2018-04-08 09:52:07 INFO | Using evaluation file (24/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000087.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 09:52:08 INFO | -> Pre-selected 381063 entries from 381063 ( 100 % ) 2018-04-08 09:59:59 INFO | -> Selected 381063 entries ( 100 % ). Overall 7477682 ( 74.7768 % ) of required 10000000 entries. 2018-04-08 09:59:59 INFO | Using evaluation file (25/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000075.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 10:00:00 INFO | -> Pre-selected 382327 entries from 382327 ( 100 % ) 2018-04-08 10:08:01 INFO | -> Selected 382327 entries ( 100 % ). Overall 7860009 ( 78.6001 % ) of required 10000000 entries. 2018-04-08 10:08:01 INFO | Using evaluation file (26/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000002.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 10:08:03 INFO | -> Pre-selected 297016 entries from 297016 ( 100 % ) 2018-04-08 10:14:15 INFO | -> Selected 297016 entries ( 100 % ). Overall 8157025 ( 81.5703 % ) of required 10000000 entries. 2018-04-08 10:14:15 INFO | Using evaluation file (27/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000090.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 10:14:16 INFO | -> Pre-selected 275488 entries from 275488 ( 100 % ) 2018-04-08 10:20:03 INFO | -> Selected 275488 entries ( 100 % ). Overall 8432513 ( 84.3251 % ) of required 10000000 entries. 2018-04-08 10:20:03 INFO | Using evaluation file (28/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000069.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 10:20:04 INFO | -> Pre-selected 402029 entries from 402029 ( 100 % ) 2018-04-08 10:28:24 INFO | -> Selected 402029 entries ( 100 % ). Overall 8834542 ( 88.3454 % ) of required 10000000 entries. 2018-04-08 10:28:24 INFO | Using evaluation file (29/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000008.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 10:28:24 INFO | -> Pre-selected 142679 entries from 142679 ( 100 % ) 2018-04-08 10:31:24 INFO | -> Selected 142679 entries ( 100 % ). Overall 8977221 ( 89.7722 % ) of required 10000000 entries. 2018-04-08 10:31:24 INFO | Using evaluation file (30/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000051.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 10:31:25 INFO | -> Pre-selected 386610 entries from 386610 ( 100 % ) 2018-04-08 10:39:28 INFO | -> Selected 386610 entries ( 100 % ). Overall 9363831 ( 93.6383 % ) of required 10000000 entries. 2018-04-08 10:39:28 INFO | Using evaluation file (31/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000003.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 10:39:29 INFO | -> Pre-selected 385127 entries from 385127 ( 100 % ) 2018-04-08 10:47:31 INFO | -> Selected 385127 entries ( 100 % ). Overall 9748958 ( 97.4896 % ) of required 10000000 entries. 2018-04-08 10:47:31 INFO | Using evaluation file (32/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000070.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 10:47:32 INFO | -> Pre-selected 101184 entries from 101184 ( 100 % ) 2018-04-08 10:49:39 INFO | -> Selected 101184 entries ( 100 % ). Overall 9850142 ( 98.5014 % ) of required 10000000 entries. 2018-04-08 10:49:39 INFO | Using evaluation file (33/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000030.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-04-08 10:49:40 INFO | -> Pre-selected 291721 entries from 291721 ( 100 % ) 2018-04-08 10:52:48 INFO | -> Selected 149858 entries ( 51.3703 % ). Overall 10000000 ( 100 % ) of required 10000000 entries. 2018-04-08 10:52:48 INFO | Considered 10000000 tracks for input to MVA evaluation 2018-04-08 10:52:48 INFO | Sel. Eff. = 100% 2018-04-08 10:52:48 INFO | Selected 10000000 tracks for input to MVA evaluation 2018-04-08 10:52:48 INFO | Ghost percentage = 13.537% 2018-04-08 10:52:48 INFO | Electron percentage = 0.4749% 2018-04-08 10:52:48 INFO | Muon percentage = 0.69353% 2018-04-08 10:52:48 INFO | Pion percentage = 65.4193% 2018-04-08 10:52:48 INFO | Kaon percentage = 9.49903% 2018-04-08 10:52:48 INFO | Skipped 1 contributions below 0.01% 2018-04-08 10:52:48 INFO | Skipped 2 contributions below 0.01% 2018-04-08 10:52:48 INFO | Skipped 3 contributions below 0.01% 2018-04-08 10:52:48 INFO | Proton percentage = 8.7482% 2018-04-08 10:52:48 INFO | Skipped 3 contributions below 0.01% 2018-04-08 10:52:48 WARN | Unknown Particle type 3112 2018-04-08 10:52:48 INFO | 'PDG=3112' percentage = 0.01044% 2018-04-08 10:52:48 INFO | Skipped 3 contributions below 0.01% 2018-04-08 10:52:48 WARN | Unknown Particle type 3222 2018-04-08 10:52:48 INFO | 'PDG=3222' percentage = 0.03297% 2018-04-08 10:52:48 INFO | Skipped 3 contributions below 0.01% 2018-04-08 10:52:48 INFO | Skipped 4 contributions below 0.01% 2018-04-08 10:52:48 INFO | Skipped 5 contributions below 0.01% 2018-04-08 10:52:48 INFO | Deuteron percentage = 1.57955% 2018-04-08 10:52:48 INFO | Skipped 5 contributions below 0.01% 2018-04-08 10:52:48 INFO | Making Input Variable plots 2018-04-08 10:53:22 INFO | Making MVA V Input Variable plots 2018-04-08 10:53:35 INFO | Making DLL V Input Variable plots 2018-04-08 10:53:46 INFO | Making purity plots 2018-04-08 10:53:47 INFO | Making MVA Output plots 2018-04-08 10:53:48 INFO | Making DLL Output plots 2018-04-08 10:53:49 INFO | Making MVA DLL Correlation plots 2018-04-08 10:53:49 INFO | Making MVA V P eff plots 2018-04-08 10:54:08 INFO | Making DLL V P eff plots 2018-04-08 10:54:42 INFO | Making MVA eff. V DLL cut plots 2018-04-08 10:55:01 INFO | Making DLL eff. V MVA cut plots 2018-04-08 10:55:13 INFO | Making final performance plots ... 2018-04-08 10:55:13 INFO | Creating Eff V Purity text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/LongDeuteronEffVPurity-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.1-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-sigmoid-L2-SF1.4-CVTest151e-16-!UseReg.txt 2018-04-08 10:55:13 INFO | -> Filling 79 data points 2018-04-08 10:55:14 INFO | Creating Eff V Electron MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/LongDeuteronEffVElectronMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.1-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-sigmoid-L2-SF1.4-CVTest151e-16-!UseReg.txt 2018-04-08 10:55:14 INFO | -> Filling 74 data points 2018-04-08 10:55:15 INFO | Creating Eff V Ghost MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/LongDeuteronEffVGhostMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.1-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-sigmoid-L2-SF1.4-CVTest151e-16-!UseReg.txt 2018-04-08 10:55:15 INFO | -> Filling 78 data points 2018-04-08 10:55:15 INFO | Creating Eff V Kaon MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/LongDeuteronEffVKaonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.1-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-sigmoid-L2-SF1.4-CVTest151e-16-!UseReg.txt 2018-04-08 10:55:15 INFO | -> Filling 77 data points 2018-04-08 10:55:16 INFO | Creating Eff V Muon MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/LongDeuteronEffVMuonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.1-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-sigmoid-L2-SF1.4-CVTest151e-16-!UseReg.txt 2018-04-08 10:55:16 INFO | -> Filling 70 data points 2018-04-08 10:55:17 INFO | Creating Eff V Pion MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/LongDeuteronEffVPionMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.1-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-sigmoid-L2-SF1.4-CVTest151e-16-!UseReg.txt 2018-04-08 10:55:17 INFO | -> Filling 74 data points 2018-04-08 10:55:17 INFO | Creating Eff V Proton MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/LongDeuteronEffVProtonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.1-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-sigmoid-L2-SF1.4-CVTest151e-16-!UseReg.txt 2018-04-08 10:55:17 INFO | -> Filling 77 data points 2018-04-08 10:55:17 INFO | Closing Long-Deuteron-evaluation.root 2018-04-08 10:55:53 INFO | Finished... removed `train-config.txt' removed `MVA.txt' removed `ProtoPIDTeacher.exe' removed `EVALUATION-RUNNING' removed `MC2016Deuterons-EvalFiles-Mixture.txt' removed `TrainingFiles-Mixture.txt' Scientific Linux CERN SLC release 6.9 (Carbon) Sun Apr 8 10:56:01 BST 2018