Sun Feb 14 04:14:51 GMT 2016 Linux pclv 2.6.32-573.12.1.el6.x86_64 #1 SMP Wed Dec 16 21:43:04 CET 2015 x86_64 x86_64 x86_64 GNU/Linux Submit Host pciy `/usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/configs/training/TMVA-TrainPhysTks-EvalPhysTks-ReweightRICH2.txt' -> `train-config.txt' `/usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/configs/training/AllPhysTracksInEvent.txt' -> `./AllPhysTracksInEvent.txt' `/usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/configs/training/AllPhysTracksInEvent.txt' -> `./AllPhysTracksInEvent.txt' `/usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/configs/TrackSelection/NoTrackPreSelection.txt' -> `./NoTrackPreSelection.txt' `/usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MVA-Configuration.txt' -> `MVA.txt' `/usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC12-TrainingFiles-Mixture-Cambridge.txt' -> `TrainingFiles-Mixture.txt' `/usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC12-TrainingFiles-Mixture-Cambridge.txt' -> `MC12-EvalFiles-Mixture.txt' `/usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC2015Sim09Dev03-TrainingFiles-Mixture-Cambridge.txt' -> `MC2015Sim09Dev03-EvalFiles-Mixture.txt' Training in /usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTks-EvalPhysTks-ReweightRICH2/GhostAccFrac0.1/ProtonAccFrac1.0/KaonAccFrac1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream Will use ionice `/usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/configs/networks/TMVA-Run2-NoTkLikCDVelodEdx/GlobalPID_Proton_Downstream_ANN.txt' -> `./GlobalPID_Proton_Downstream_ANN.txt' 2016-02-14 04:14:55 | Cache directory = '/var/work/jonesc/ANNPID-DataCache' Warning in : class pair found in libEventPackerDict.so is already in libPhysEventDict.so 2016-02-14 04:14:57 | Network Config file = /usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTks-EvalPhysTks-ReweightRICH2/GhostAccFrac0.1/ProtonAccFrac1.0/KaonAccFrac1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/GlobalPID_Proton_Downstream_ANN.txt 2016-02-14 04:14:57 | Training parameters file = /usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTks-EvalPhysTks-ReweightRICH2/GhostAccFrac0.1/ProtonAccFrac1.0/KaonAccFrac1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/train-config.txt 2016-02-14 04:14:57 | Particle type = Proton 2016-02-14 04:14:57 | Background types = All 2016-02-14 04:14:57 | Training Mix = NaturalMix 2016-02-14 04:14:57 | Track type = Downstream 2016-02-14 04:14:57 | Track PresSel = NoTrackPreSelection.txt 2016-02-14 04:14:57 | Network type = TMVA 2016-02-14 04:14:57 | Ghost treatment = Ghosts Ghosts 2016-02-14 04:14:57 | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2016-02-14 04:14:57 | Reweighting = ReweightRICH2 2016-02-14 04:14:57 | Output file = GlobalPID_Proton_Downstream_TMVA.weights.xml 2016-02-14 04:14:57 | Skipping input #TrackCloneDist 2016-02-14 04:14:57 | Skipping input #RichAboveElThres 2016-02-14 04:14:57 | Skipping input #RichAboveMuThres 2016-02-14 04:14:57 | Creating selection from 'NoTrackPreSelection.txt' 2016-02-14 04:14:57 | -> # very very loose. Essentially no cuts 2016-02-14 04:14:57 | -> TrackP > 0 2016-02-14 04:14:57 | -> TrackPt > 0 2016-02-14 04:14:57 | Creating selection from 'AllPhysTracksInEvent.txt' 2016-02-14 04:14:57 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2016-02-14 04:14:57 | Training sample size (excluding ghosts) = 1800000 2016-02-14 04:14:57 | Evaluation sample size = 10000000 2016-02-14 04:14:57 | Reading Parameters file = /usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTks-EvalPhysTks-ReweightRICH2/GhostAccFrac0.1/ProtonAccFrac1.0/KaonAccFrac1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/MVA.txt 2016-02-14 04:14:57 | -> NBTASK = CLA 2016-02-14 04:14:57 | -> NBMOM = 0.0 2016-02-14 04:14:57 | -> NBREG = ALL 2016-02-14 04:14:57 | -> TMVAVALIDATIONFRAC = 0.3 2016-02-14 04:14:57 | -> TMVATESTFRAC = 0.3 2016-02-14 04:14:57 | -> MaxTrainSizeFactor = 1.5 2016-02-14 04:14:57 | -> HiddenLayerScaleFactor = 1.3 2016-02-14 04:14:57 | -> GhostAcceptFraction = 0.1 2016-02-14 04:14:57 | -> KaonAcceptFraction = 1.0 2016-02-14 04:14:57 | -> ProtonAcceptFraction = 1.0 2016-02-14 04:14:57 | -> ReuseTrainingFiles = 0 2016-02-14 04:14:57 | -> TrainingYear = MC12 2016-02-14 04:14:57 | -> TMVAMETHOD = MLP 2016-02-14 04:14:57 | -> TMVAUSEREGULATOR = false 2016-02-14 04:14:57 | -> TMVAMLPNCYCLES = 750 2016-02-14 04:14:57 | -> TMVAVARTRANSFORM = Norm 2016-02-14 04:14:57 | -> TMVAMLPNEURONTYPE = tanh 2016-02-14 04:14:57 | -> TMVAMLPMETHOD = BP 2016-02-14 04:14:57 | -> TMVAMLPESTIMATORTYPE = CE 2016-02-14 04:14:57 | -> TMVAMLPCONVIMPROVE = 1e-16 2016-02-14 04:14:57 | -> TMVAMLPCONVTEST = 15 2016-02-14 04:14:57 | -> TMVABDTBOOSTTYPE = AdaBoost 2016-02-14 04:14:57 | -> TMVABDTNTREES = 800 2016-02-14 04:14:57 | -> TMVABDTPRUNEMETHOD = CostComplexity 2016-02-14 04:14:57 | -> TMVABDTMAXTREEDEPTH = 3 2016-02-14 04:14:57 | Node layer two scale = 1.3 2016-02-14 04:14:57 | Input layer has 31 nodes, hidden layer has 39 nodes 2016-02-14 04:14:57 | Ghost Accept Fraction = 0.1 2016-02-14 04:14:57 | Proton Accept Fraction = 1 2016-02-14 04:14:57 | Kaon Accept Fraction = 1 2016-02-14 04:14:57 | Max Training sample size (with ghosts) = 2700000 2016-02-14 04:14:57 | Training data year = MC12 2016-02-14 04:14:57 | Evaluation data year = MC12 2016-02-14 04:14:57 | Creating training MC12 RICH2 reweighting selection 2016-02-14 04:14:57 | TMVA Output ROOT file Downstream-Proton-TMVA.root 2016-02-14 04:14:57 | TMVA testing fraction = 0.3 --- Factory : Parsing option string: --- Factory : ... "V:!Silent:!Color:!DrawProgressBar" --- Factory : The following options are set: --- Factory : - By User: --- Factory : V: "True" [Verbose flag] --- Factory : Color: "False" [Flag for coloured screen output (default: True, if in batch mode: False)] --- Factory : Silent: "False" [Batch mode: boolean silent flag inhibiting any output from TMVA after the creation of the factory class object (default: False)] --- Factory : DrawProgressBar: "False" [Draw progress bar to display training, testing and evaluation schedule (default: True)] --- Factory : - Default: --- Factory : Transformations: "I" [List of transformations to test; formatting example: "Transformations=I;D;P;U;G,D", for identity, decorrelation, PCA, Uniform and Gaussianisation followed by decorrelation transformations] --- Factory : AnalysisType: "Auto" [Set the analysis type (Classification, Regression, Multiclass, Auto) (default: Auto)] --- Factory : You are running ROOT Version: 6.02/01, Oct 14, 2014 --- Factory : --- Factory : _/_/_/_/_/ _| _| _| _| _|_| --- Factory : _/ _|_| _|_| _| _| _| _| --- Factory : _/ _| _| _| _| _| _|_|_|_| --- Factory : _/ _| _| _| _| _| _| --- Factory : _/ _| _| _| _| _| --- Factory : --- Factory : ___________TMVA Version 4.2.0, Sep 19, 2013 --- Factory : 2016-02-14 04:14:57 | Input TrackP Type F 2016-02-14 04:14:57 | Input TrackPt Type F 2016-02-14 04:14:57 | Input TrackChi2PerDof Type F 2016-02-14 04:14:57 | Input TrackNumDof Type I 2016-02-14 04:14:57 | Input TrackGhostProbability Type F 2016-02-14 04:14:57 | Input TrackFitTChi2 Type F 2016-02-14 04:14:57 | Input TrackFitTNDoF Type I 2016-02-14 04:14:57 | Input RichUsedR1Gas Type I 2016-02-14 04:14:57 | Input RichUsedR2Gas Type I 2016-02-14 04:14:57 | Input RichAbovePiThres Type I 2016-02-14 04:14:57 | Input RichAboveKaThres Type I 2016-02-14 04:14:57 | Input RichAbovePrThres Type I 2016-02-14 04:14:57 | Input RichDLLe Type F 2016-02-14 04:14:57 | Input RichDLLmu Type F 2016-02-14 04:14:57 | Input RichDLLk Type F 2016-02-14 04:14:57 | Input RichDLLp Type F 2016-02-14 04:14:57 | Input RichDLLbt Type F 2016-02-14 04:14:57 | Input MuonBkgLL Type F 2016-02-14 04:14:57 | Input MuonMuLL Type F 2016-02-14 04:14:57 | Input MuonIsMuon Type I 2016-02-14 04:14:57 | Input MuonNShared Type I 2016-02-14 04:14:57 | Input InAccMuon Type I 2016-02-14 04:14:57 | Input MuonIsLooseMuon Type I 2016-02-14 04:14:57 | Input InAccEcal Type I 2016-02-14 04:14:57 | Input EcalPIDe Type F 2016-02-14 04:14:57 | Input EcalPIDmu Type F 2016-02-14 04:14:57 | Input InAccHcal Type I 2016-02-14 04:14:57 | Input HcalPIDe Type F 2016-02-14 04:14:57 | Input HcalPIDmu Type F 2016-02-14 04:14:57 | Input PrsPIDe Type F 2016-02-14 04:14:57 | Input Data file = TrainingFiles-Mixture.txt 2016-02-14 04:14:57 | Using 4496 data files 2016-02-14 04:14:57 | Training Datafile Selection hash = 10023981467298386733 2016-02-14 04:14:57 | Using training file (1/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.75.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:14:57 | -> Pre-selected 3545 entries from 16272 ( 21.7859 % ) --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 2016-02-14 04:14:57 | -> Selected 3545 entries ( 21.7859 % ). Overall 1511 ( 0.0839444 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:14:57 | Using training file (2/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.32.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:14:57 | -> Pre-selected 10326 entries from 46459 ( 22.226 % ) 2016-02-14 04:14:58 | -> Selected 10326 entries ( 22.226 % ). Overall 6012 ( 0.334 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:14:58 | Using training file (3/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.65.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:14:58 | -> Pre-selected 41145 entries from 184086 ( 22.351 % ) 2016-02-14 04:15:01 | -> Selected 41145 entries ( 22.351 % ). Overall 23916 ( 1.32867 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:01 | Using training file (4/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.11.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:01 | -> Pre-selected 9597 entries from 43247 ( 22.1911 % ) 2016-02-14 04:15:01 | -> Selected 9597 entries ( 22.1911 % ). Overall 28053 ( 1.5585 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:01 | Using training file (5/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.32.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:01 | -> Pre-selected 25437 entries from 111347 ( 22.8448 % ) 2016-02-14 04:15:03 | -> Selected 25437 entries ( 22.8448 % ). Overall 39113 ( 2.17294 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:03 | Using training file (6/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.148.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:03 | -> Pre-selected 24255 entries from 106279 ( 22.822 % ) 2016-02-14 04:15:05 | -> Selected 24255 entries ( 22.822 % ). Overall 49630 ( 2.75722 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:05 | Using training file (7/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.32.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:05 | -> Pre-selected 19683 entries from 88900 ( 22.1406 % ) 2016-02-14 04:15:06 | -> Selected 19683 entries ( 22.1406 % ). Overall 58063 ( 3.22572 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:06 | Using training file (8/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.26.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:06 | -> Pre-selected 35346 entries from 156586 ( 22.5729 % ) 2016-02-14 04:15:08 | -> Selected 35346 entries ( 22.5729 % ). Overall 73288 ( 4.07156 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:08 | Using training file (9/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.44.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:08 | -> Pre-selected 10258 entries from 45154 ( 22.7178 % ) 2016-02-14 04:15:09 | -> Selected 10258 entries ( 22.7178 % ). Overall 77753 ( 4.31961 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:09 | Using training file (10/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.52.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:09 | -> Pre-selected 20459 entries from 92133 ( 22.2059 % ) 2016-02-14 04:15:11 | -> Selected 20459 entries ( 22.2059 % ). Overall 86479 ( 4.80439 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:11 | Using training file (11/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.258.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:11 | -> Pre-selected 41253 entries from 184349 ( 22.3777 % ) 2016-02-14 04:15:13 | -> Selected 41253 entries ( 22.3777 % ). Overall 104263 ( 5.79239 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:13 | Using training file (12/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.31.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:14 | -> Pre-selected 35717 entries from 164189 ( 21.7536 % ) 2016-02-14 04:15:16 | -> Selected 35717 entries ( 21.7536 % ). Overall 119213 ( 6.62294 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:16 | Using training file (13/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.139.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:16 | -> Pre-selected 9157 entries from 41321 ( 22.1606 % ) 2016-02-14 04:15:17 | -> Selected 9157 entries ( 22.1606 % ). Overall 123123 ( 6.84017 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:17 | Using training file (14/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:17 | -> Pre-selected 23493 entries from 102663 ( 22.8836 % ) 2016-02-14 04:15:18 | -> Selected 23493 entries ( 22.8836 % ). Overall 133368 ( 7.40933 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:18 | Using training file (15/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.143.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:18 | -> Pre-selected 6292 entries from 27929 ( 22.5286 % ) 2016-02-14 04:15:19 | -> Selected 6292 entries ( 22.5286 % ). Overall 136097 ( 7.56094 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:19 | Using training file (16/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.231.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:19 | -> Pre-selected 40968 entries from 182023 ( 22.507 % ) 2016-02-14 04:15:21 | -> Selected 40968 entries ( 22.507 % ). Overall 153804 ( 8.54467 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:21 | Using training file (17/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.61.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:21 | -> Pre-selected 1677 entries from 7479 ( 22.4228 % ) 2016-02-14 04:15:22 | -> Selected 1677 entries ( 22.4228 % ). Overall 154527 ( 8.58483 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:22 | Using training file (18/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.110.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:22 | -> Pre-selected 8305 entries from 37377 ( 22.2195 % ) 2016-02-14 04:15:22 | -> Selected 8305 entries ( 22.2195 % ). Overall 158027 ( 8.77928 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:22 | Using training file (19/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.69.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:22 | -> Pre-selected 22783 entries from 99281 ( 22.948 % ) 2016-02-14 04:15:24 | -> Selected 22783 entries ( 22.948 % ). Overall 168022 ( 9.33456 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:24 | Using training file (20/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.84.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:24 | -> Pre-selected 18921 entries from 82446 ( 22.9496 % ) 2016-02-14 04:15:25 | -> Selected 18921 entries ( 22.9496 % ). Overall 176329 ( 9.79606 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:25 | Using training file (21/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Zgee40GeV/ANNPID.16.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:25 | -> Pre-selected 24042 entries from 106607 ( 22.552 % ) 2016-02-14 04:15:27 | -> Selected 24042 entries ( 22.552 % ). Overall 186844 ( 10.3802 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:27 | Using training file (22/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.141.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:27 | -> Pre-selected 7346 entries from 33302 ( 22.0587 % ) 2016-02-14 04:15:27 | -> Selected 7346 entries ( 22.0587 % ). Overall 189933 ( 10.5518 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:27 | Using training file (23/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.24.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:27 | -> Pre-selected 24579 entries from 107649 ( 22.8325 % ) 2016-02-14 04:15:29 | -> Selected 24579 entries ( 22.8325 % ). Overall 200660 ( 11.1478 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:29 | Using training file (24/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.149.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:29 | -> Pre-selected 9446 entries from 43291 ( 21.8198 % ) 2016-02-14 04:15:30 | -> Selected 9446 entries ( 21.8198 % ). Overall 204674 ( 11.3708 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:30 | Using training file (25/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.39.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:30 | -> Pre-selected 33164 entries from 148928 ( 22.2685 % ) 2016-02-14 04:15:32 | -> Selected 33164 entries ( 22.2685 % ). Overall 219008 ( 12.1671 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:32 | Using training file (26/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.203.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:32 | -> Pre-selected 24376 entries from 107004 ( 22.7805 % ) 2016-02-14 04:15:34 | -> Selected 24376 entries ( 22.7805 % ). Overall 229543 ( 12.7524 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:34 | Using training file (27/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.56.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:34 | -> Pre-selected 37899 entries from 172360 ( 21.9883 % ) 2016-02-14 04:15:36 | -> Selected 37899 entries ( 21.9883 % ). Overall 245718 ( 13.651 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:36 | Using training file (28/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bs4mu/ANNPID.33.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:36 | -> Pre-selected 17467 entries from 78078 ( 22.3712 % ) 2016-02-14 04:15:38 | -> Selected 17467 entries ( 22.3712 % ). Overall 253123 ( 14.0624 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:38 | Using training file (29/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.3.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:38 | -> Pre-selected 4651 entries from 20292 ( 22.9204 % ) 2016-02-14 04:15:38 | -> Selected 4651 entries ( 22.9204 % ). Overall 255136 ( 14.1742 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:38 | Using training file (30/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.30.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:38 | -> Pre-selected 6230 entries from 27061 ( 23.0221 % ) 2016-02-14 04:15:38 | -> Selected 6230 entries ( 23.0221 % ). Overall 257875 ( 14.3264 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:38 | Using training file (31/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:38 | -> Pre-selected 10098 entries from 43522 ( 23.2021 % ) 2016-02-14 04:15:39 | -> Selected 10098 entries ( 23.2021 % ). Overall 262373 ( 14.5763 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:39 | Using training file (32/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.33.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:39 | -> Pre-selected 27040 entries from 123041 ( 21.9764 % ) 2016-02-14 04:15:41 | -> Selected 27040 entries ( 21.9764 % ). Overall 273935 ( 15.2186 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:41 | Using training file (33/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.28.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:41 | -> Pre-selected 4273 entries from 19003 ( 22.4859 % ) 2016-02-14 04:15:41 | -> Selected 4273 entries ( 22.4859 % ). Overall 275817 ( 15.3232 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:41 | Using training file (34/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.200.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:41 | -> Pre-selected 10225 entries from 44780 ( 22.8339 % ) 2016-02-14 04:15:42 | -> Selected 10225 entries ( 22.8339 % ). Overall 280316 ( 15.5731 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:42 | Using training file (35/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.126.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:42 | -> Pre-selected 29525 entries from 132557 ( 22.2734 % ) 2016-02-14 04:15:44 | -> Selected 29525 entries ( 22.2734 % ). Overall 292968 ( 16.276 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:44 | Using training file (36/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.13.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:44 | -> Pre-selected 1138 entries from 4992 ( 22.7965 % ) 2016-02-14 04:15:44 | -> Selected 1138 entries ( 22.7965 % ). Overall 293467 ( 16.3037 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:44 | Using training file (37/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.78.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:44 | -> Pre-selected 4826 entries from 20809 ( 23.1919 % ) 2016-02-14 04:15:45 | -> Selected 4826 entries ( 23.1919 % ). Overall 295586 ( 16.4214 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:45 | Using training file (38/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.261.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:45 | -> Pre-selected 61 entries from 269 ( 22.6766 % ) 2016-02-14 04:15:45 | -> Selected 61 entries ( 22.6766 % ). Overall 295610 ( 16.4228 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:45 | Using training file (39/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.153.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:45 | -> Pre-selected 6850 entries from 30391 ( 22.5396 % ) 2016-02-14 04:15:45 | -> Selected 6850 entries ( 22.5396 % ). Overall 298582 ( 16.5879 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:45 | Using training file (40/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.294.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:45 | -> Pre-selected 27338 entries from 122744 ( 22.2724 % ) 2016-02-14 04:15:47 | -> Selected 27338 entries ( 22.2724 % ). Overall 310260 ( 17.2367 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:47 | Using training file (41/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.172.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:47 | -> Pre-selected 29805 entries from 134679 ( 22.1304 % ) 2016-02-14 04:15:49 | -> Selected 29805 entries ( 22.1304 % ). Overall 323118 ( 17.951 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:49 | Using training file (42/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.56.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:49 | -> Pre-selected 19284 entries from 85432 ( 22.5723 % ) 2016-02-14 04:15:50 | -> Selected 19284 entries ( 22.5723 % ). Overall 331423 ( 18.4124 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:50 | Using training file (43/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.58.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:50 | -> Pre-selected 5422 entries from 24322 ( 22.2926 % ) 2016-02-14 04:15:51 | -> Selected 5422 entries ( 22.2926 % ). Overall 333772 ( 18.5429 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:51 | Using training file (44/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.54.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:51 | -> Pre-selected 26019 entries from 119398 ( 21.7918 % ) 2016-02-14 04:15:53 | -> Selected 26019 entries ( 21.7918 % ). Overall 344763 ( 19.1535 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:53 | Using training file (45/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.43.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:53 | -> Pre-selected 7194 entries from 32287 ( 22.2814 % ) 2016-02-14 04:15:53 | -> Selected 7194 entries ( 22.2814 % ). Overall 347816 ( 19.3231 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:53 | Using training file (46/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaMuMu/ANNPID.36.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:53 | -> Pre-selected 23086 entries from 100641 ( 22.939 % ) 2016-02-14 04:15:55 | -> Selected 23086 entries ( 22.939 % ). Overall 357858 ( 19.881 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:55 | Using training file (47/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.40.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:55 | -> Pre-selected 36486 entries from 166362 ( 21.9317 % ) 2016-02-14 04:15:57 | -> Selected 36486 entries ( 21.9317 % ). Overall 373316 ( 20.7398 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:57 | Using training file (48/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.2.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:57 | -> Pre-selected 8190 entries from 36661 ( 22.3398 % ) 2016-02-14 04:15:58 | -> Selected 8190 entries ( 22.3398 % ). Overall 376895 ( 20.9386 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:58 | Using training file (49/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.25.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:15:58 | -> Pre-selected 21881 entries from 99360 ( 22.0219 % ) 2016-02-14 04:15:59 | -> Selected 21881 entries ( 22.0219 % ). Overall 386219 ( 21.4566 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:15:59 | Using training file (50/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.289.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:00 | -> Pre-selected 27764 entries from 123573 ( 22.4677 % ) 2016-02-14 04:16:01 | -> Selected 27764 entries ( 22.4677 % ). Overall 398096 ( 22.1164 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:01 | Using training file (51/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.15.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:01 | -> Pre-selected 8815 entries from 39979 ( 22.0491 % ) 2016-02-14 04:16:02 | -> Selected 8815 entries ( 22.0491 % ). Overall 401825 ( 22.3236 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:02 | Using training file (52/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.31.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:02 | -> Pre-selected 8894 entries from 40620 ( 21.8956 % ) 2016-02-14 04:16:03 | -> Selected 8894 entries ( 21.8956 % ). Overall 405603 ( 22.5335 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:03 | Using training file (53/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BsD0PhiKpi/ANNPID.9.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:03 | -> Pre-selected 8848 entries from 38555 ( 22.949 % ) 2016-02-14 04:16:03 | -> Selected 8848 entries ( 22.949 % ). Overall 409481 ( 22.7489 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:03 | Using training file (54/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.8.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:03 | -> Pre-selected 2056 entries from 9532 ( 21.5695 % ) 2016-02-14 04:16:03 | -> Selected 2056 entries ( 21.5695 % ). Overall 410281 ( 22.7934 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:03 | Using training file (55/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.12.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:04 | -> Pre-selected 19343 entries from 88063 ( 21.965 % ) 2016-02-14 04:16:05 | -> Selected 19343 entries ( 21.965 % ). Overall 418548 ( 23.2527 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:05 | Using training file (56/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.136.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:05 | -> Pre-selected 749 entries from 3097 ( 24.1847 % ) 2016-02-14 04:16:05 | -> Selected 749 entries ( 24.1847 % ). Overall 418874 ( 23.2708 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:05 | Using training file (57/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.165.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:05 | -> Pre-selected 41139 entries from 184043 ( 22.3529 % ) 2016-02-14 04:16:08 | -> Selected 41139 entries ( 22.3529 % ). Overall 436439 ( 24.2466 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:08 | Using training file (58/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.107.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:08 | -> Pre-selected 33324 entries from 151904 ( 21.9375 % ) 2016-02-14 04:16:10 | -> Selected 33324 entries ( 21.9375 % ). Overall 450618 ( 25.0343 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:10 | Using training file (59/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.40.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:10 | -> Pre-selected 26720 entries from 115282 ( 23.1779 % ) 2016-02-14 04:16:12 | -> Selected 26720 entries ( 23.1779 % ). Overall 462303 ( 25.6835 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:12 | Using training file (60/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.86.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:12 | -> Pre-selected 6238 entries from 27254 ( 22.8884 % ) 2016-02-14 04:16:12 | -> Selected 6238 entries ( 22.8884 % ). Overall 464957 ( 25.8309 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:12 | Using training file (61/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.135.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:13 | -> Pre-selected 39072 entries from 177011 ( 22.0732 % ) 2016-02-14 04:16:15 | -> Selected 39072 entries ( 22.0732 % ). Overall 481741 ( 26.7634 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:15 | Using training file (62/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.4.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:15 | -> Pre-selected 13896 entries from 62057 ( 22.3923 % ) 2016-02-14 04:16:16 | -> Selected 13896 entries ( 22.3923 % ). Overall 487625 ( 27.0903 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:16 | Using training file (63/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.80.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:16 | -> Pre-selected 13070 entries from 56431 ( 23.161 % ) 2016-02-14 04:16:17 | -> Selected 13070 entries ( 23.161 % ). Overall 493337 ( 27.4076 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:17 | Using training file (64/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.96.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:17 | -> Pre-selected 3314 entries from 14165 ( 23.3957 % ) 2016-02-14 04:16:17 | -> Selected 3314 entries ( 23.3957 % ). Overall 494843 ( 27.4913 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:17 | Using training file (65/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.71.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:17 | -> Pre-selected 9118 entries from 41509 ( 21.9663 % ) 2016-02-14 04:16:18 | -> Selected 9118 entries ( 21.9663 % ). Overall 498668 ( 27.7038 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:18 | Using training file (66/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:18 | -> Pre-selected 19596 entries from 90125 ( 21.7431 % ) 2016-02-14 04:16:19 | -> Selected 19596 entries ( 21.7431 % ). Overall 506979 ( 28.1655 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:19 | Using training file (67/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.23.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:19 | -> Pre-selected 6067 entries from 25655 ( 23.6484 % ) 2016-02-14 04:16:20 | -> Selected 6067 entries ( 23.6484 % ). Overall 509612 ( 28.3118 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:20 | Using training file (68/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKa/ANNPID.62.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:20 | -> Pre-selected 38828 entries from 176839 ( 21.9567 % ) 2016-02-14 04:16:23 | -> Selected 38828 entries ( 21.9567 % ). Overall 526096 ( 29.2276 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:23 | Using training file (69/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.39.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:23 | -> Pre-selected 6462 entries from 28928 ( 22.3382 % ) 2016-02-14 04:16:23 | -> Selected 6462 entries ( 22.3382 % ). Overall 528822 ( 29.379 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:23 | Using training file (70/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.29.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:23 | -> Pre-selected 2809 entries from 12090 ( 23.2341 % ) 2016-02-14 04:16:23 | -> Selected 2809 entries ( 23.2341 % ). Overall 530105 ( 29.4503 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:23 | Using training file (71/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.145.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:23 | -> Pre-selected 4277 entries from 18691 ( 22.8827 % ) 2016-02-14 04:16:24 | -> Selected 4277 entries ( 22.8827 % ). Overall 531959 ( 29.5533 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:24 | Using training file (72/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.119.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:24 | -> Pre-selected 9871 entries from 45241 ( 21.8187 % ) 2016-02-14 04:16:24 | -> Selected 9871 entries ( 21.8187 % ). Overall 536124 ( 29.7847 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:24 | Using training file (73/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:24 | -> Pre-selected 7694 entries from 34336 ( 22.408 % ) 2016-02-14 04:16:25 | -> Selected 7694 entries ( 22.408 % ). Overall 539460 ( 29.97 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:25 | Using training file (74/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:25 | -> Pre-selected 41179 entries from 182735 ( 22.5348 % ) 2016-02-14 04:16:28 | -> Selected 41179 entries ( 22.5348 % ). Overall 557117 ( 30.9509 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:28 | Using training file (75/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.284.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:28 | -> Pre-selected 4249 entries from 18859 ( 22.5304 % ) 2016-02-14 04:16:28 | -> Selected 4249 entries ( 22.5304 % ). Overall 559029 ( 31.0572 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:28 | Using training file (76/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.128.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:28 | -> Pre-selected 12193 entries from 54053 ( 22.5575 % ) 2016-02-14 04:16:29 | -> Selected 12193 entries ( 22.5575 % ). Overall 564316 ( 31.3509 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:29 | Using training file (77/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.200.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:29 | -> Pre-selected 25921 entries from 116871 ( 22.1792 % ) 2016-02-14 04:16:31 | -> Selected 25921 entries ( 22.1792 % ). Overall 575297 ( 31.9609 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:31 | Using training file (78/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.127.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:31 | -> Pre-selected 35136 entries from 158981 ( 22.1008 % ) 2016-02-14 04:16:33 | -> Selected 35136 entries ( 22.1008 % ). Overall 590113 ( 32.7841 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:33 | Using training file (79/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bs4mu/ANNPID.66.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:33 | -> Pre-selected 5963 entries from 26914 ( 22.1558 % ) 2016-02-14 04:16:34 | -> Selected 5963 entries ( 22.1558 % ). Overall 592709 ( 32.9283 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:34 | Using training file (80/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.204.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:34 | -> Pre-selected 20178 entries from 90647 ( 22.26 % ) 2016-02-14 04:16:35 | -> Selected 20178 entries ( 22.26 % ). Overall 601368 ( 33.4093 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:35 | Using training file (81/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.22.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:35 | -> Pre-selected 39310 entries from 178281 ( 22.0495 % ) 2016-02-14 04:16:38 | -> Selected 39310 entries ( 22.0495 % ). Overall 618376 ( 34.3542 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:38 | Using training file (82/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.244.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:38 | -> Pre-selected 34644 entries from 157258 ( 22.03 % ) 2016-02-14 04:16:40 | -> Selected 34644 entries ( 22.03 % ). Overall 633174 ( 35.1763 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:40 | Using training file (83/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.28.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:40 | -> Pre-selected 13698 entries from 60612 ( 22.5995 % ) 2016-02-14 04:16:41 | -> Selected 13698 entries ( 22.5995 % ). Overall 639009 ( 35.5005 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:41 | Using training file (84/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.107.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:41 | -> Pre-selected 3106 entries from 13816 ( 22.4812 % ) 2016-02-14 04:16:41 | -> Selected 3106 entries ( 22.4812 % ). Overall 640375 ( 35.5764 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:41 | Using training file (85/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.270.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:42 | -> Pre-selected 25602 entries from 109698 ( 23.3386 % ) 2016-02-14 04:16:43 | -> Selected 25602 entries ( 23.3386 % ). Overall 651649 ( 36.2027 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:43 | Using training file (86/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.77.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:43 | -> Pre-selected 8667 entries from 39154 ( 22.1357 % ) 2016-02-14 04:16:44 | -> Selected 8667 entries ( 22.1357 % ). Overall 655399 ( 36.4111 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:44 | Using training file (87/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.66.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:44 | -> Pre-selected 37991 entries from 172270 ( 22.0532 % ) 2016-02-14 04:16:47 | -> Selected 37991 entries ( 22.0532 % ). Overall 671462 ( 37.3034 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:47 | Using training file (88/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.46.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:47 | -> Pre-selected 34814 entries from 159125 ( 21.8784 % ) 2016-02-14 04:16:49 | -> Selected 34814 entries ( 21.8784 % ). Overall 686170 ( 38.1206 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:49 | Using training file (89/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.71.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:49 | -> Pre-selected 5086 entries from 23781 ( 21.3868 % ) 2016-02-14 04:16:49 | -> Selected 5086 entries ( 21.3868 % ). Overall 688249 ( 38.2361 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:49 | Using training file (90/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.60.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:49 | -> Pre-selected 4999 entries from 21596 ( 23.1478 % ) 2016-02-14 04:16:50 | -> Selected 4999 entries ( 23.1478 % ). Overall 690502 ( 38.3612 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:50 | Using training file (91/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.20.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:50 | -> Pre-selected 41473 entries from 183285 ( 22.6276 % ) 2016-02-14 04:16:53 | -> Selected 41473 entries ( 22.6276 % ). Overall 708141 ( 39.3412 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:53 | Using training file (92/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.35.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:53 | -> Pre-selected 11314 entries from 49137 ( 23.0254 % ) 2016-02-14 04:16:53 | -> Selected 11314 entries ( 23.0254 % ). Overall 712987 ( 39.6104 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:53 | Using training file (93/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.48.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:54 | -> Pre-selected 15977 entries from 71070 ( 22.4807 % ) 2016-02-14 04:16:55 | -> Selected 15977 entries ( 22.4807 % ). Overall 719750 ( 39.9861 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:55 | Using training file (94/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.13.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:55 | -> Pre-selected 13268 entries from 60011 ( 22.1093 % ) 2016-02-14 04:16:56 | -> Selected 13268 entries ( 22.1093 % ). Overall 725420 ( 40.3011 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:56 | Using training file (95/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.115.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:56 | -> Pre-selected 9914 entries from 45095 ( 21.9847 % ) 2016-02-14 04:16:56 | -> Selected 9914 entries ( 21.9847 % ). Overall 729599 ( 40.5333 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:56 | Using training file (96/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:56 | -> Pre-selected 6268 entries from 27844 ( 22.5111 % ) 2016-02-14 04:16:57 | -> Selected 6268 entries ( 22.5111 % ). Overall 732254 ( 40.6808 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:57 | Using training file (97/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.76.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:57 | -> Pre-selected 13715 entries from 61275 ( 22.3827 % ) 2016-02-14 04:16:58 | -> Selected 13715 entries ( 22.3827 % ). Overall 738189 ( 41.0105 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:58 | Using training file (98/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.181.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:58 | -> Pre-selected 14197 entries from 64741 ( 21.9289 % ) 2016-02-14 04:16:59 | -> Selected 14197 entries ( 21.9289 % ). Overall 744315 ( 41.3508 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:16:59 | Using training file (99/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.112.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:16:59 | -> Pre-selected 39364 entries from 177567 ( 22.1685 % ) 2016-02-14 04:17:02 | -> Selected 39364 entries ( 22.1685 % ). Overall 760950 ( 42.275 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:02 | Using training file (100/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.23.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:02 | -> Pre-selected 6325 entries from 29608 ( 21.3625 % ) 2016-02-14 04:17:02 | -> Selected 6325 entries ( 21.3625 % ). Overall 763684 ( 42.4269 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:02 | Using training file (101/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.20.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:02 | -> Pre-selected 6115 entries from 26345 ( 23.2112 % ) 2016-02-14 04:17:03 | -> Selected 6115 entries ( 23.2112 % ). Overall 766327 ( 42.5737 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:03 | Using training file (102/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.187.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:03 | -> Pre-selected 8606 entries from 38043 ( 22.6218 % ) 2016-02-14 04:17:03 | -> Selected 8606 entries ( 22.6218 % ). Overall 769984 ( 42.7769 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:03 | Using training file (103/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.46.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:03 | -> Pre-selected 13015 entries from 57005 ( 22.8313 % ) 2016-02-14 04:17:04 | -> Selected 13015 entries ( 22.8313 % ). Overall 775595 ( 43.0886 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:04 | Using training file (104/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKa/ANNPID.37.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:04 | -> Pre-selected 23835 entries from 105021 ( 22.6955 % ) 2016-02-14 04:17:06 | -> Selected 23835 entries ( 22.6955 % ). Overall 785902 ( 43.6612 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:06 | Using training file (105/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.157.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:06 | -> Pre-selected 9856 entries from 44021 ( 22.3893 % ) 2016-02-14 04:17:06 | -> Selected 9856 entries ( 22.3893 % ). Overall 790100 ( 43.8944 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:06 | Using training file (106/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.147.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:06 | -> Pre-selected 6512 entries from 28974 ( 22.4753 % ) 2016-02-14 04:17:07 | -> Selected 6512 entries ( 22.4753 % ). Overall 793029 ( 44.0572 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:07 | Using training file (107/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.29.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:07 | -> Pre-selected 2375 entries from 10520 ( 22.576 % ) 2016-02-14 04:17:07 | -> Selected 2375 entries ( 22.576 % ). Overall 794038 ( 44.1132 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:07 | Using training file (108/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:07 | -> Pre-selected 8387 entries from 37555 ( 22.3326 % ) 2016-02-14 04:17:08 | -> Selected 8387 entries ( 22.3326 % ). Overall 797666 ( 44.3148 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:08 | Using training file (109/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.39.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:08 | -> Pre-selected 9528 entries from 43746 ( 21.7803 % ) 2016-02-14 04:17:08 | -> Selected 9528 entries ( 21.7803 % ). Overall 801758 ( 44.5421 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:08 | Using training file (110/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.75.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:08 | -> Pre-selected 9323 entries from 42755 ( 21.8056 % ) 2016-02-14 04:17:09 | -> Selected 9323 entries ( 21.8056 % ). Overall 805638 ( 44.7577 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:09 | Using training file (111/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.25.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:09 | -> Pre-selected 11385 entries from 51829 ( 21.9665 % ) 2016-02-14 04:17:10 | -> Selected 11385 entries ( 21.9665 % ). Overall 810535 ( 45.0297 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:10 | Using training file (112/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Tau3mu/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:10 | -> Pre-selected 6302 entries from 27521 ( 22.8989 % ) 2016-02-14 04:17:10 | -> Selected 6302 entries ( 22.8989 % ). Overall 813264 ( 45.1813 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:10 | Using training file (113/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.70.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:10 | -> Pre-selected 8782 entries from 40394 ( 21.7409 % ) 2016-02-14 04:17:11 | -> Selected 8782 entries ( 21.7409 % ). Overall 816944 ( 45.3858 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:11 | Using training file (114/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.250.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:11 | -> Pre-selected 27883 entries from 127279 ( 21.907 % ) 2016-02-14 04:17:13 | -> Selected 27883 entries ( 21.907 % ). Overall 828846 ( 46.047 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:13 | Using training file (115/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.100.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:13 | -> Pre-selected 24717 entries from 107345 ( 23.0258 % ) 2016-02-14 04:17:15 | -> Selected 24717 entries ( 23.0258 % ). Overall 839725 ( 46.6514 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:15 | Using training file (116/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.56.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:15 | -> Pre-selected 17426 entries from 79482 ( 21.9245 % ) 2016-02-14 04:17:16 | -> Selected 17426 entries ( 21.9245 % ). Overall 847065 ( 47.0592 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:16 | Using training file (117/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.101.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:16 | -> Pre-selected 24263 entries from 107528 ( 22.5644 % ) 2016-02-14 04:17:18 | -> Selected 24263 entries ( 22.5644 % ). Overall 857615 ( 47.6453 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:18 | Using training file (118/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.130.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:18 | -> Pre-selected 2822 entries from 12051 ( 23.4171 % ) 2016-02-14 04:17:18 | -> Selected 2822 entries ( 23.4171 % ). Overall 858905 ( 47.7169 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:18 | Using training file (119/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.144.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:18 | -> Pre-selected 3307 entries from 14763 ( 22.4006 % ) 2016-02-14 04:17:18 | -> Selected 3307 entries ( 22.4006 % ). Overall 860305 ( 47.7947 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:18 | Using training file (120/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.47.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:18 | -> Pre-selected 10728 entries from 46462 ( 23.0898 % ) 2016-02-14 04:17:19 | -> Selected 10728 entries ( 23.0898 % ). Overall 865034 ( 48.0574 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:19 | Using training file (121/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.108.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:19 | -> Pre-selected 41295 entries from 183329 ( 22.5251 % ) 2016-02-14 04:17:22 | -> Selected 41295 entries ( 22.5251 % ). Overall 883001 ( 49.0556 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:22 | Using training file (122/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.41.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:22 | -> Pre-selected 33972 entries from 153578 ( 22.1204 % ) 2016-02-14 04:17:24 | -> Selected 33972 entries ( 22.1204 % ). Overall 897565 ( 49.8647 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:24 | Using training file (123/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.2.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:24 | -> Pre-selected 10145 entries from 46819 ( 21.6686 % ) 2016-02-14 04:17:25 | -> Selected 10145 entries ( 21.6686 % ). Overall 901917 ( 50.1065 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:25 | Using training file (124/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.71.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:25 | -> Pre-selected 8158 entries from 36200 ( 22.5359 % ) 2016-02-14 04:17:26 | -> Selected 8158 entries ( 22.5359 % ). Overall 905442 ( 50.3023 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:26 | Using training file (125/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.149.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:26 | -> Pre-selected 6675 entries from 29252 ( 22.819 % ) 2016-02-14 04:17:26 | -> Selected 6675 entries ( 22.819 % ). Overall 908380 ( 50.4656 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:26 | Using training file (126/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.130.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:26 | -> Pre-selected 9298 entries from 42769 ( 21.74 % ) 2016-02-14 04:17:27 | -> Selected 9298 entries ( 21.74 % ). Overall 912320 ( 50.6844 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:27 | Using training file (127/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.11.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:27 | -> Pre-selected 6036 entries from 26248 ( 22.996 % ) 2016-02-14 04:17:27 | -> Selected 6036 entries ( 22.996 % ). Overall 914973 ( 50.8318 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:27 | Using training file (128/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiPhi/ANNPID.15.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:27 | -> Pre-selected 6503 entries from 28246 ( 23.0227 % ) 2016-02-14 04:17:28 | -> Selected 6503 entries ( 23.0227 % ). Overall 917872 ( 50.9929 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:28 | Using training file (129/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.38.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:28 | -> Pre-selected 28494 entries from 127725 ( 22.3089 % ) 2016-02-14 04:17:30 | -> Selected 28494 entries ( 22.3089 % ). Overall 930082 ( 51.6712 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:30 | Using training file (130/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.14.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:30 | -> Pre-selected 6624 entries from 28983 ( 22.8548 % ) 2016-02-14 04:17:30 | -> Selected 6624 entries ( 22.8548 % ). Overall 932990 ( 51.8328 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:30 | Using training file (131/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.47.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:30 | -> Pre-selected 5148 entries from 23509 ( 21.898 % ) 2016-02-14 04:17:30 | -> Selected 5148 entries ( 21.898 % ). Overall 935192 ( 51.9551 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:30 | Using training file (132/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.88.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:31 | -> Pre-selected 34700 entries from 157606 ( 22.0169 % ) 2016-02-14 04:17:33 | -> Selected 34700 entries ( 22.0169 % ). Overall 949962 ( 52.7757 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:33 | Using training file (133/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.68.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:33 | -> Pre-selected 31398 entries from 139143 ( 22.5653 % ) 2016-02-14 04:17:35 | -> Selected 31398 entries ( 22.5653 % ). Overall 963523 ( 53.5291 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:35 | Using training file (134/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.33.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:35 | -> Pre-selected 6735 entries from 28704 ( 23.4636 % ) 2016-02-14 04:17:35 | -> Selected 6735 entries ( 23.4636 % ). Overall 966564 ( 53.698 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:35 | Using training file (135/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.263.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:36 | -> Pre-selected 16470 entries from 74269 ( 22.1761 % ) 2016-02-14 04:17:37 | -> Selected 16470 entries ( 22.1761 % ). Overall 973574 ( 54.0874 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:37 | Using training file (136/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.133.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:37 | -> Pre-selected 40268 entries from 180360 ( 22.3265 % ) 2016-02-14 04:17:39 | -> Selected 40268 entries ( 22.3265 % ). Overall 990849 ( 55.0472 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:39 | Using training file (137/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.74.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:39 | -> Pre-selected 1243 entries from 5979 ( 20.7894 % ) 2016-02-14 04:17:40 | -> Selected 1243 entries ( 20.7894 % ). Overall 991385 ( 55.0769 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:40 | Using training file (138/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.53.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:40 | -> Pre-selected 25662 entries from 111058 ( 23.1068 % ) 2016-02-14 04:17:41 | -> Selected 25662 entries ( 23.1068 % ). Overall 1002461 ( 55.6923 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:41 | Using training file (139/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.30.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:41 | -> Pre-selected 16553 entries from 74674 ( 22.167 % ) 2016-02-14 04:17:42 | -> Selected 16553 entries ( 22.167 % ). Overall 1009523 ( 56.0846 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:42 | Using training file (140/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:43 | -> Pre-selected 22138 entries from 97772 ( 22.6425 % ) 2016-02-14 04:17:44 | -> Selected 22138 entries ( 22.6425 % ). Overall 1019191 ( 56.6217 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:44 | Using training file (141/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.260.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:44 | -> Pre-selected 27357 entries from 125054 ( 21.8761 % ) 2016-02-14 04:17:46 | -> Selected 27357 entries ( 21.8761 % ). Overall 1030815 ( 57.2675 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:46 | Using training file (142/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.110.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:46 | -> Pre-selected 20649 entries from 91315 ( 22.6129 % ) 2016-02-14 04:17:47 | -> Selected 20649 entries ( 22.6129 % ). Overall 1039882 ( 57.7712 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:47 | Using training file (143/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKa/ANNPID.72.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:47 | -> Pre-selected 6040 entries from 26343 ( 22.9283 % ) 2016-02-14 04:17:48 | -> Selected 6040 entries ( 22.9283 % ). Overall 1042536 ( 57.9187 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:48 | Using training file (144/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.43.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:48 | -> Pre-selected 8775 entries from 40247 ( 21.8029 % ) 2016-02-14 04:17:48 | -> Selected 8775 entries ( 21.8029 % ). Overall 1046268 ( 58.126 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:48 | Using training file (145/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaMuMu/ANNPID.45.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:49 | -> Pre-selected 20818 entries from 90559 ( 22.9883 % ) 2016-02-14 04:17:50 | -> Selected 20818 entries ( 22.9883 % ). Overall 1055239 ( 58.6244 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:50 | Using training file (146/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.112.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:50 | -> Pre-selected 128 entries from 535 ( 23.9252 % ) 2016-02-14 04:17:50 | -> Selected 128 entries ( 23.9252 % ). Overall 1055300 ( 58.6278 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:50 | Using training file (147/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.103.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:50 | -> Pre-selected 12123 entries from 54053 ( 22.428 % ) 2016-02-14 04:17:51 | -> Selected 12123 entries ( 22.428 % ). Overall 1060596 ( 58.922 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:51 | Using training file (148/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.174.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:51 | -> Pre-selected 2797 entries from 11707 ( 23.8917 % ) 2016-02-14 04:17:51 | -> Selected 2797 entries ( 23.8917 % ). Overall 1061862 ( 58.9923 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:51 | Using training file (149/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.102.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:51 | -> Pre-selected 8699 entries from 39779 ( 21.8683 % ) 2016-02-14 04:17:52 | -> Selected 8699 entries ( 21.8683 % ). Overall 1065543 ( 59.1968 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:52 | Using training file (150/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.7.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:52 | -> Pre-selected 28166 entries from 127471 ( 22.096 % ) 2016-02-14 04:17:54 | -> Selected 28166 entries ( 22.096 % ). Overall 1077519 ( 59.8622 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:54 | Using training file (151/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Kspipiee/ANNPID.33.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:54 | -> Pre-selected 7397 entries from 33063 ( 22.3724 % ) 2016-02-14 04:17:54 | -> Selected 7397 entries ( 22.3724 % ). Overall 1080686 ( 60.0381 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:54 | Using training file (152/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.300.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:54 | -> Pre-selected 10623 entries from 45347 ( 23.426 % ) 2016-02-14 04:17:55 | -> Selected 10623 entries ( 23.426 % ). Overall 1085476 ( 60.3042 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:55 | Using training file (153/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.70.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:55 | -> Pre-selected 17558 entries from 78072 ( 22.4895 % ) 2016-02-14 04:17:56 | -> Selected 17558 entries ( 22.4895 % ). Overall 1093030 ( 60.7239 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:56 | Using training file (154/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.254.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:56 | -> Pre-selected 37534 entries from 171821 ( 21.8448 % ) 2016-02-14 04:17:59 | -> Selected 37534 entries ( 21.8448 % ). Overall 1108970 ( 61.6094 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:17:59 | Using training file (155/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.243.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:17:59 | -> Pre-selected 35968 entries from 161137 ( 22.3214 % ) 2016-02-14 04:18:01 | -> Selected 35968 entries ( 22.3214 % ). Overall 1124516 ( 62.4731 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:01 | Using training file (156/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.108.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:01 | -> Pre-selected 22711 entries from 98233 ( 23.1195 % ) 2016-02-14 04:18:03 | -> Selected 22711 entries ( 23.1195 % ). Overall 1134559 ( 63.0311 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:03 | Using training file (157/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.57.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:03 | -> Pre-selected 38091 entries from 173921 ( 21.9013 % ) 2016-02-14 04:18:06 | -> Selected 38091 entries ( 21.9013 % ). Overall 1150805 ( 63.9336 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:06 | Using training file (158/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.229.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:06 | -> Pre-selected 18360 entries from 83820 ( 21.9041 % ) 2016-02-14 04:18:07 | -> Selected 18360 entries ( 21.9041 % ). Overall 1158443 ( 64.3579 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:07 | Using training file (159/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.175.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:07 | -> Pre-selected 9610 entries from 43601 ( 22.0408 % ) 2016-02-14 04:18:08 | -> Selected 9610 entries ( 22.0408 % ). Overall 1162491 ( 64.5828 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:08 | Using training file (160/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.221.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:08 | -> Pre-selected 3376 entries from 15629 ( 21.6009 % ) 2016-02-14 04:18:08 | -> Selected 3376 entries ( 21.6009 % ). Overall 1163930 ( 64.6628 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:08 | Using training file (161/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.46.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:08 | -> Pre-selected 8624 entries from 39837 ( 21.6482 % ) 2016-02-14 04:18:08 | -> Selected 8624 entries ( 21.6482 % ). Overall 1167652 ( 64.8696 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:08 | Using training file (162/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.143.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:09 | -> Pre-selected 17218 entries from 78591 ( 21.9084 % ) 2016-02-14 04:18:10 | -> Selected 17218 entries ( 21.9084 % ). Overall 1175004 ( 65.278 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:10 | Using training file (163/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.17.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:10 | -> Pre-selected 38527 entries from 171393 ( 22.4787 % ) 2016-02-14 04:18:12 | -> Selected 38527 entries ( 22.4787 % ). Overall 1191648 ( 66.2027 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:12 | Using training file (164/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.89.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:12 | -> Pre-selected 7675 entries from 33897 ( 22.6421 % ) 2016-02-14 04:18:13 | -> Selected 7675 entries ( 22.6421 % ). Overall 1194854 ( 66.3808 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:13 | Using training file (165/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.4.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:13 | -> Pre-selected 9514 entries from 43229 ( 22.0084 % ) 2016-02-14 04:18:14 | -> Selected 9514 entries ( 22.0084 % ). Overall 1198896 ( 66.6053 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:14 | Using training file (166/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.99.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:14 | -> Pre-selected 37548 entries from 171014 ( 21.9561 % ) 2016-02-14 04:18:16 | -> Selected 37548 entries ( 21.9561 % ). Overall 1214876 ( 67.4931 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:16 | Using training file (167/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.117.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:16 | -> Pre-selected 17774 entries from 81689 ( 21.7581 % ) 2016-02-14 04:18:17 | -> Selected 17774 entries ( 21.7581 % ). Overall 1222516 ( 67.9176 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:17 | Using training file (168/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.257.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:18 | -> Pre-selected 29891 entries from 134088 ( 22.2921 % ) 2016-02-14 04:18:20 | -> Selected 29891 entries ( 22.2921 % ). Overall 1235429 ( 68.6349 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:20 | Using training file (169/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.116.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:20 | -> Pre-selected 10755 entries from 47111 ( 22.8291 % ) 2016-02-14 04:18:20 | -> Selected 10755 entries ( 22.8291 % ). Overall 1240140 ( 68.8967 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:20 | Using training file (170/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.17.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:20 | -> Pre-selected 6976 entries from 30516 ( 22.8601 % ) 2016-02-14 04:18:21 | -> Selected 6976 entries ( 22.8601 % ). Overall 1243197 ( 69.0665 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:21 | Using training file (171/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKa/ANNPID.61.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:21 | -> Pre-selected 6555 entries from 28732 ( 22.8143 % ) 2016-02-14 04:18:21 | -> Selected 6555 entries ( 22.8143 % ). Overall 1246039 ( 69.2244 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:21 | Using training file (172/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.137.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:21 | -> Pre-selected 7708 entries from 32408 ( 23.7843 % ) 2016-02-14 04:18:22 | -> Selected 7708 entries ( 23.7843 % ). Overall 1249484 ( 69.4158 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:22 | Using training file (173/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.212.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:22 | -> Pre-selected 8725 entries from 39871 ( 21.8831 % ) 2016-02-14 04:18:23 | -> Selected 8725 entries ( 21.8831 % ). Overall 1253180 ( 69.6211 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:23 | Using training file (174/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.209.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:23 | -> Pre-selected 17445 entries from 76955 ( 22.6691 % ) 2016-02-14 04:18:24 | -> Selected 17445 entries ( 22.6691 % ). Overall 1260605 ( 70.0336 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:24 | Using training file (175/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKsmumu/ANNPID.4.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:24 | -> Pre-selected 7368 entries from 32748 ( 22.4991 % ) 2016-02-14 04:18:24 | -> Selected 7368 entries ( 22.4991 % ). Overall 1263905 ( 70.2169 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:24 | Using training file (176/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.171.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:24 | -> Pre-selected 17477 entries from 78919 ( 22.1455 % ) 2016-02-14 04:18:26 | -> Selected 17477 entries ( 22.1455 % ). Overall 1271429 ( 70.6349 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:26 | Using training file (177/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.179.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:26 | -> Pre-selected 30641 entries from 136617 ( 22.4284 % ) 2016-02-14 04:18:28 | -> Selected 30641 entries ( 22.4284 % ). Overall 1284622 ( 71.3679 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:28 | Using training file (178/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.216.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:28 | -> Pre-selected 25145 entries from 110312 ( 22.7944 % ) 2016-02-14 04:18:29 | -> Selected 25145 entries ( 22.7944 % ). Overall 1295673 ( 71.9818 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:29 | Using training file (179/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.93.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:30 | -> Pre-selected 24232 entries from 104610 ( 23.1641 % ) 2016-02-14 04:18:31 | -> Selected 24232 entries ( 23.1641 % ). Overall 1306218 ( 72.5677 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:31 | Using training file (180/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.8.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:31 | -> Pre-selected 4591 entries from 20410 ( 22.4939 % ) 2016-02-14 04:18:32 | -> Selected 4591 entries ( 22.4939 % ). Overall 1308203 ( 72.6779 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:32 | Using training file (181/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.251.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:32 | -> Pre-selected 9581 entries from 42709 ( 22.4332 % ) 2016-02-14 04:18:32 | -> Selected 9581 entries ( 22.4332 % ). Overall 1312258 ( 72.9032 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:32 | Using training file (182/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.9.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:32 | -> Pre-selected 5590 entries from 25490 ( 21.9302 % ) 2016-02-14 04:18:33 | -> Selected 5590 entries ( 21.9302 % ). Overall 1314629 ( 73.0349 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:33 | Using training file (183/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Kspipiee/ANNPID.3.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:33 | -> Pre-selected 647 entries from 2958 ( 21.8729 % ) 2016-02-14 04:18:33 | -> Selected 647 entries ( 21.8729 % ). Overall 1314932 ( 73.0518 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:33 | Using training file (184/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaMuMu/ANNPID.49.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:33 | -> Pre-selected 19101 entries from 82446 ( 23.1679 % ) 2016-02-14 04:18:34 | -> Selected 19101 entries ( 23.1679 % ). Overall 1323275 ( 73.5153 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:34 | Using training file (185/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.147.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:34 | -> Pre-selected 5935 entries from 26079 ( 22.7578 % ) 2016-02-14 04:18:34 | -> Selected 5935 entries ( 22.7578 % ). Overall 1325859 ( 73.6588 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:34 | Using training file (186/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuKstarmumu/ANNPID.32.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:34 | -> Pre-selected 6829 entries from 29207 ( 23.3814 % ) 2016-02-14 04:18:35 | -> Selected 6829 entries ( 23.3814 % ). Overall 1328918 ( 73.8288 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:35 | Using training file (187/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.11.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:35 | -> Pre-selected 6791 entries from 29930 ( 22.6896 % ) 2016-02-14 04:18:35 | -> Selected 6791 entries ( 22.6896 % ). Overall 1331858 ( 73.9921 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:35 | Using training file (188/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.61.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:36 | -> Pre-selected 33897 entries from 152790 ( 22.1854 % ) 2016-02-14 04:18:38 | -> Selected 33897 entries ( 22.1854 % ). Overall 1346293 ( 74.7941 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:38 | Using training file (189/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.54.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:38 | -> Pre-selected 19082 entries from 85928 ( 22.207 % ) 2016-02-14 04:18:39 | -> Selected 19082 entries ( 22.207 % ). Overall 1354463 ( 75.2479 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:39 | Using training file (190/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.176.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:39 | -> Pre-selected 36742 entries from 168135 ( 21.8527 % ) 2016-02-14 04:18:42 | -> Selected 36742 entries ( 21.8527 % ). Overall 1369819 ( 76.1011 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:42 | Using training file (191/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.66.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:42 | -> Pre-selected 35441 entries from 157806 ( 22.4586 % ) 2016-02-14 04:18:44 | -> Selected 35441 entries ( 22.4586 % ). Overall 1384995 ( 76.9442 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:44 | Using training file (192/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Zgee40GeV/ANNPID.31.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:44 | -> Pre-selected 12318 entries from 54640 ( 22.5439 % ) 2016-02-14 04:18:45 | -> Selected 12318 entries ( 22.5439 % ). Overall 1390368 ( 77.2427 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:45 | Using training file (193/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.132.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:45 | -> Pre-selected 27037 entries from 121566 ( 22.2406 % ) 2016-02-14 04:18:47 | -> Selected 27037 entries ( 22.2406 % ). Overall 1401897 ( 77.8832 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:47 | Using training file (194/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.231.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:47 | -> Pre-selected 38179 entries from 172531 ( 22.1288 % ) 2016-02-14 04:18:50 | -> Selected 38179 entries ( 22.1288 % ). Overall 1418111 ( 78.7839 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:50 | Using training file (195/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.53.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:50 | -> Pre-selected 8699 entries from 40002 ( 21.7464 % ) 2016-02-14 04:18:50 | -> Selected 8699 entries ( 21.7464 % ). Overall 1421840 ( 78.9911 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:50 | Using training file (196/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.36.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:50 | -> Pre-selected 19168 entries from 84750 ( 22.6171 % ) 2016-02-14 04:18:52 | -> Selected 19168 entries ( 22.6171 % ). Overall 1430140 ( 79.4522 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:52 | Using training file (197/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.169.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:52 | -> Pre-selected 39966 entries from 179988 ( 22.2048 % ) 2016-02-14 04:18:54 | -> Selected 39966 entries ( 22.2048 % ). Overall 1447057 ( 80.3921 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:54 | Using training file (198/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bs4mu/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:55 | -> Pre-selected 7741 entries from 35350 ( 21.8982 % ) 2016-02-14 04:18:55 | -> Selected 7741 entries ( 21.8982 % ). Overall 1450374 ( 80.5763 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:55 | Using training file (199/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.51.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:55 | -> Pre-selected 19709 entries from 90211 ( 21.8477 % ) 2016-02-14 04:18:56 | -> Selected 19709 entries ( 21.8477 % ). Overall 1458741 ( 81.0412 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:56 | Using training file (200/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuKmumu/ANNPID.18.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:57 | -> Pre-selected 10405 entries from 45713 ( 22.7616 % ) 2016-02-14 04:18:57 | -> Selected 10405 entries ( 22.7616 % ). Overall 1463348 ( 81.2971 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:18:57 | Using training file (201/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.91.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:18:57 | -> Pre-selected 35419 entries from 160261 ( 22.1008 % ) 2016-02-14 04:19:00 | -> Selected 35419 entries ( 22.1008 % ). Overall 1478418 ( 82.1343 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:00 | Using training file (202/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.44.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:00 | -> Pre-selected 25592 entries from 117548 ( 21.7715 % ) 2016-02-14 04:19:02 | -> Selected 25592 entries ( 21.7715 % ). Overall 1489198 ( 82.7332 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:02 | Using training file (203/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.34.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:02 | -> Pre-selected 16020 entries from 70955 ( 22.5777 % ) 2016-02-14 04:19:03 | -> Selected 16020 entries ( 22.5777 % ). Overall 1496110 ( 83.1172 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:03 | Using training file (204/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:03 | -> Pre-selected 1275 entries from 6046 ( 21.0883 % ) 2016-02-14 04:19:03 | -> Selected 1275 entries ( 21.0883 % ). Overall 1496645 ( 83.1469 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:03 | Using training file (205/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.215.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:03 | -> Pre-selected 2740 entries from 11867 ( 23.0892 % ) 2016-02-14 04:19:03 | -> Selected 2740 entries ( 23.0892 % ). Overall 1497816 ( 83.212 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:03 | Using training file (206/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.29.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:03 | -> Pre-selected 5113 entries from 22841 ( 22.3852 % ) 2016-02-14 04:19:03 | -> Selected 5113 entries ( 22.3852 % ). Overall 1500002 ( 83.3334 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:03 | Using training file (207/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.161.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:04 | -> Pre-selected 35102 entries from 157498 ( 22.2873 % ) 2016-02-14 04:19:06 | -> Selected 35102 entries ( 22.2873 % ). Overall 1514940 ( 84.1633 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:06 | Using training file (208/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.125.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:06 | -> Pre-selected 13102 entries from 57978 ( 22.5982 % ) 2016-02-14 04:19:07 | -> Selected 13102 entries ( 22.5982 % ). Overall 1520566 ( 84.4759 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:07 | Using training file (209/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.40.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:07 | -> Pre-selected 33920 entries from 155260 ( 21.8472 % ) 2016-02-14 04:19:09 | -> Selected 33920 entries ( 21.8472 % ). Overall 1535068 ( 85.2816 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:09 | Using training file (210/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Tau3mu/ANNPID.10.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:09 | -> Pre-selected 6576 entries from 28753 ( 22.8707 % ) 2016-02-14 04:19:10 | -> Selected 6576 entries ( 22.8707 % ). Overall 1537956 ( 85.442 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:10 | Using training file (211/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.115.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:10 | -> Pre-selected 1974 entries from 8171 ( 24.1586 % ) 2016-02-14 04:19:10 | -> Selected 1974 entries ( 24.1586 % ). Overall 1538860 ( 85.4922 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:10 | Using training file (212/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.134.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:10 | -> Pre-selected 37533 entries from 172524 ( 21.7552 % ) 2016-02-14 04:19:13 | -> Selected 37533 entries ( 21.7552 % ). Overall 1554549 ( 86.3638 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:13 | Using training file (213/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.43.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:13 | -> Pre-selected 40508 entries from 179387 ( 22.5813 % ) 2016-02-14 04:19:15 | -> Selected 40508 entries ( 22.5813 % ). Overall 1572068 ( 87.3371 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:15 | Using training file (214/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.138.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:15 | -> Pre-selected 18148 entries from 81886 ( 22.1625 % ) 2016-02-14 04:19:17 | -> Selected 18148 entries ( 22.1625 % ). Overall 1579738 ( 87.7632 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:17 | Using training file (215/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.8.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:17 | -> Pre-selected 9674 entries from 44368 ( 21.804 % ) 2016-02-14 04:19:17 | -> Selected 9674 entries ( 21.804 % ). Overall 1583941 ( 87.9967 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:17 | Using training file (216/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.69.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:17 | -> Pre-selected 25460 entries from 113123 ( 22.5065 % ) 2016-02-14 04:19:19 | -> Selected 25460 entries ( 22.5065 % ). Overall 1595040 ( 88.6133 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:19 | Using training file (217/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.120.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:19 | -> Pre-selected 6375 entries from 28453 ( 22.4054 % ) 2016-02-14 04:19:20 | -> Selected 6375 entries ( 22.4054 % ). Overall 1597830 ( 88.7683 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:20 | Using training file (218/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.104.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:20 | -> Pre-selected 25207 entries from 110468 ( 22.8184 % ) 2016-02-14 04:19:21 | -> Selected 25207 entries ( 22.8184 % ). Overall 1608842 ( 89.3801 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:21 | Using training file (219/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.40.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:21 | -> Pre-selected 9169 entries from 41175 ( 22.2684 % ) 2016-02-14 04:19:22 | -> Selected 9169 entries ( 22.2684 % ). Overall 1612709 ( 89.5949 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:22 | Using training file (220/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.85.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:22 | -> Pre-selected 6202 entries from 27278 ( 22.7363 % ) 2016-02-14 04:19:23 | -> Selected 6202 entries ( 22.7363 % ). Overall 1615403 ( 89.7446 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:23 | Using training file (221/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.106.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:23 | -> Pre-selected 20838 entries from 95039 ( 21.9257 % ) 2016-02-14 04:19:24 | -> Selected 20838 entries ( 21.9257 % ). Overall 1624089 ( 90.2272 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:24 | Using training file (222/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.34.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:24 | -> Pre-selected 36620 entries from 166269 ( 22.0246 % ) 2016-02-14 04:19:27 | -> Selected 36620 entries ( 22.0246 % ). Overall 1639590 ( 91.0883 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:27 | Using training file (223/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.79.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:27 | -> Pre-selected 27790 entries from 126828 ( 21.9116 % ) 2016-02-14 04:19:29 | -> Selected 27790 entries ( 21.9116 % ). Overall 1651356 ( 91.742 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:29 | Using training file (224/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.132.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 04:19:29 | -> Pre-selected 18775 entries from 88388 ( 21.2416 % ) 2016-02-14 04:19:30 | -> Selected 10798 entries ( 12.2166 % ). Overall 1655740 ( 91.9856 % ) of required 1800000 non-ghost training entries. 2016-02-14 04:19:30 | Considered 3856937 tracks for input to MVA training 2016-02-14 04:19:30 | Sel. Eff. = 100% 2016-02-14 04:19:30 | Selected 2700000/710225 tracks for input to MVA training/testing 2016-02-14 04:19:30 | Ghost percentage = 38.6763% 2016-02-14 04:19:30 | Electron percentage = 0.390667% 2016-02-14 04:19:30 | Muon percentage = 2.69144% 2016-02-14 04:19:30 | Pion percentage = 47.128% 2016-02-14 04:19:30 | Kaon percentage = 3.70848% 2016-02-14 04:19:30 | Proton percentage = 7.38215% 2016-02-14 04:19:30 | Unknown Particle type 3112 2016-02-14 04:19:30 | percentage = 0.0082963% 2016-02-14 04:19:30 | Unknown Particle type 3222 2016-02-14 04:19:30 | percentage = 0.0121111% 2016-02-14 04:19:30 | Unknown Particle type 3312 2016-02-14 04:19:30 | percentage = 0.00259259% --- Factory : Add Tree TrainAssignTree_Background of type Background with 2500682 events --- Factory : Add Tree TestAssignTree_Background of type Background with 1071000 events --- Factory : Add Tree TrainAssignTree_Signal of type Signal with 199318 events --- Factory : Add Tree TestAssignTree_Signal of type Signal with 85937 events --- DataSetInfo : Class index : 0 name : Background --- DataSetInfo : Class index : 1 name : Signal 2016-02-14 04:19:30 | TMVA MLP 'H:V:EpochMonitoring:HiddenLayers=39:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE' --- Factory : Booking method: Proton_Downstream_TMVA --- Configurable : Parsing option string: --- Configurable : ... "H:V:EpochMonitoring:HiddenLayers=39:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE" --- Configurable : The following options are set: --- Configurable : - By User: --- Configurable : --- Configurable : - Default: --- Configurable : Boost_num: "0" [Number of times the classifier will be boosted] --- Proton_Downstream_TMVA : Parsing option string: --- Proton_Downstream_TMVA : ... "H:V:EpochMonitoring:HiddenLayers=39:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE" --- Proton_Downstream_TMVA : The following options are set: --- Proton_Downstream_TMVA : - By User: --- Proton_Downstream_TMVA : NCycles: "750" [Number of training cycles] --- Proton_Downstream_TMVA : HiddenLayers: "39" [Specification of hidden layer architecture] --- Proton_Downstream_TMVA : NeuronType: "tanh" [Neuron activation function type] --- Proton_Downstream_TMVA : EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood] --- Proton_Downstream_TMVA : V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)] --- Proton_Downstream_TMVA : VarTransform: "Norm" [List of variable transformations performed before training, e.g., "D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is assumed)"] --- Proton_Downstream_TMVA : H: "True" [Print method-specific help message] --- Proton_Downstream_TMVA : TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)] --- Proton_Downstream_TMVA : EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)] --- Proton_Downstream_TMVA : ConvergenceImprove: "1.000000e-16" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)] --- Proton_Downstream_TMVA : ConvergenceTests: "15" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)] --- Proton_Downstream_TMVA : UseRegulator: "False" [Use regulator to avoid over-training] --- Proton_Downstream_TMVA : - Default: --- Proton_Downstream_TMVA : RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')] --- Proton_Downstream_TMVA : NeuronInputType: "sum" [Neuron input function type] --- Proton_Downstream_TMVA : VerbosityLevel: "Default" [Verbosity level] --- Proton_Downstream_TMVA : CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)] --- Proton_Downstream_TMVA : IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)] --- Proton_Downstream_TMVA : LearningRate: "2.000000e-02" [ANN learning rate parameter] --- Proton_Downstream_TMVA : DecayRate: "1.000000e-02" [Decay rate for learning parameter] --- Proton_Downstream_TMVA : TestRate: "10" [Test for overtraining performed at each #th epochs] --- Proton_Downstream_TMVA : Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch] --- Proton_Downstream_TMVA : SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training] --- Proton_Downstream_TMVA : SamplingImportance: "1.000000e+00" [ The sampling weights of events in epochs which successful (worse estimator than before) are multiplied with SamplingImportance, else they are divided.] --- Proton_Downstream_TMVA : SamplingTraining: "True" [The training sample is sampled] --- Proton_Downstream_TMVA : SamplingTesting: "False" [The testing sample is sampled] --- Proton_Downstream_TMVA : ResetStep: "50" [How often BFGS should reset history] --- Proton_Downstream_TMVA : Tau: "3.000000e+00" [LineSearch "size step"] --- Proton_Downstream_TMVA : BPMode: "sequential" [Back-propagation learning mode: sequential or batch] --- Proton_Downstream_TMVA : BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events] --- Proton_Downstream_TMVA : UpdateLimit: "10000" [Maximum times of regulator update] --- Proton_Downstream_TMVA : CalculateErrors: "False" [Calculates inverse Hessian matrix at the end of the training to be able to calculate the uncertainties of an MVA value] --- Proton_Downstream_TMVA : WeightRange: "1.000000e+00" [Take the events for the estimator calculations from small deviations from the desired value to large deviations only over the weight range] --- Proton_Downstream_TMVA : Create Transformation "Norm" with events from all classes. --- Norm : Transformation, Variable selection : --- Norm : Input : variable 'TrackP' (index=0). <---> Output : variable 'TrackP' (index=0). --- Norm : Input : variable 'TrackPt' (index=1). <---> Output : variable 'TrackPt' (index=1). --- Norm : Input : variable 'TrackChi2PerDof' (index=2). <---> Output : variable 'TrackChi2PerDof' (index=2). --- Norm : Input : variable 'TrackNumDof' (index=3). <---> Output : variable 'TrackNumDof' (index=3). --- Norm : Input : variable 'TrackGhostProbability' (index=4). <---> Output : variable 'TrackGhostProbability' (index=4). --- Norm : Input : variable 'TrackFitTChi2' (index=5). <---> Output : variable 'TrackFitTChi2' (index=5). --- Norm : Input : variable 'TrackFitTNDoF' (index=6). <---> Output : variable 'TrackFitTNDoF' (index=6). --- Norm : Input : variable 'RichUsedR1Gas' (index=7). <---> Output : variable 'RichUsedR1Gas' (index=7). --- Norm : Input : variable 'RichUsedR2Gas' (index=8). <---> Output : variable 'RichUsedR2Gas' (index=8). --- Norm : Input : variable 'RichAbovePiThres' (index=9). <---> Output : variable 'RichAbovePiThres' (index=9). --- Norm : Input : variable 'RichAboveKaThres' (index=10). <---> Output : variable 'RichAboveKaThres' (index=10). --- Norm : Input : variable 'RichAbovePrThres' (index=11). <---> Output : variable 'RichAbovePrThres' (index=11). --- Norm : Input : variable 'RichDLLe' (index=12). <---> Output : variable 'RichDLLe' (index=12). --- Norm : Input : variable 'RichDLLmu' (index=13). <---> Output : variable 'RichDLLmu' (index=13). --- Norm : Input : variable 'RichDLLk' (index=14). <---> Output : variable 'RichDLLk' (index=14). --- Norm : Input : variable 'RichDLLp' (index=15). <---> Output : variable 'RichDLLp' (index=15). --- Norm : Input : variable 'RichDLLbt' (index=16). <---> Output : variable 'RichDLLbt' (index=16). --- Norm : Input : variable 'MuonBkgLL' (index=17). <---> Output : variable 'MuonBkgLL' (index=17). --- Norm : Input : variable 'MuonMuLL' (index=18). <---> Output : variable 'MuonMuLL' (index=18). --- Norm : Input : variable 'MuonIsMuon' (index=19). <---> Output : variable 'MuonIsMuon' (index=19). --- Norm : Input : variable 'MuonNShared' (index=20). <---> Output : variable 'MuonNShared' (index=20). --- Norm : Input : variable 'InAccMuon' (index=21). <---> Output : variable 'InAccMuon' (index=21). --- Norm : Input : variable 'MuonIsLooseMuon' (index=22). <---> Output : variable 'MuonIsLooseMuon' (index=22). --- Norm : Input : variable 'InAccEcal' (index=23). <---> Output : variable 'InAccEcal' (index=23). --- Norm : Input : variable 'EcalPIDe' (index=24). <---> Output : variable 'EcalPIDe' (index=24). --- Norm : Input : variable 'EcalPIDmu' (index=25). <---> Output : variable 'EcalPIDmu' (index=25). --- Norm : Input : variable 'InAccHcal' (index=26). <---> Output : variable 'InAccHcal' (index=26). --- Norm : Input : variable 'HcalPIDe' (index=27). <---> Output : variable 'HcalPIDe' (index=27). --- Norm : Input : variable 'HcalPIDmu' (index=28). <---> Output : variable 'HcalPIDmu' (index=28). --- Norm : Input : variable 'PrsPIDe' (index=29). <---> Output : variable 'PrsPIDe' (index=29). --- Proton_Downstream_TMVA : Building Network --- Proton_Downstream_TMVA : Initializing weights 2016-02-14 04:19:30 | Starting Training... --- DataSetFactory : Parsing option string: --- DataSetFactory : ... "V:nTrain_Signal=0:nTrain_Background=0:SplitMode=Random:NormMode=None" --- DataSetFactory : The following options are set: --- DataSetFactory : - By User: --- DataSetFactory : SplitMode: "Random" [Method of picking training and testing events (default: random)] --- DataSetFactory : NormMode: "None" [Overall renormalisation of event-by-event weights used in the training (NumEvents: average weight of 1 per event, independently for signal and background; EqualNumEvents: average weight of 1 per event for signal, and sum of weights for background equal to sum of weights for signal)] --- DataSetFactory : nTrain_Background: "0" [Number of training events of class Background (default: 0 = all)] --- DataSetFactory : nTrain_Signal: "0" [Number of training events of class Signal (default: 0 = all)] --- DataSetFactory : V: "True" [Verbosity (default: true)] --- DataSetFactory : - Default: --- DataSetFactory : MixMode: "SameAsSplitMode" [Method of mixing events of differnt classes into one dataset (default: SameAsSplitMode)] --- DataSetFactory : SplitSeed: "100" [Seed for random event shuffling] --- DataSetFactory : ScaleWithPreselEff: "False" [Scale the number of requested events by the eff. of the preselection cuts (or not)] --- DataSetFactory : nTest_Background: "0" [Number of test events of class Background (default: 0 = all)] --- DataSetFactory : nTest_Signal: "0" [Number of test events of class Signal (default: 0 = all)] --- DataSetFactory : VerboseLevel: "Info" [VerboseLevel (Debug/Verbose/Info)] --- DataSetFactory : Splitmode is: "RANDOM" the mixmode is: "SAMEASSPLITMODE" --- DataSetFactory : Create training and testing trees -- looping over class "Background" ... --- DataSetFactory : Weight expression for class 'Background': "weight" --- DataSetFactory : Create training and testing trees -- looping over class "Signal" ... --- DataSetFactory : Weight expression for class 'Signal': "weight" --- DataSetFactory : Number of events in input trees (after possible flattening of arrays): --- DataSetFactory : Background -- number of events : 3571682 / sum of weights: 3.57168e+06 --- DataSetFactory : Signal -- number of events : 285255 / sum of weights: 285255 --- DataSetFactory : Background tree -- total number of entries: 3571682 --- DataSetFactory : Signal tree -- total number of entries: 285255 --- DataSetFactory : Preselection: (will NOT affect number of requested training and testing events) --- DataSetFactory : No preselection cuts applied on event classes --- DataSetFactory : No weight renormalisation applied: use original global and event weights --- DataSetFactory : Create internal training tree --- DataSetFactory : Create internal testing tree --- DataSetInfo : Correlation matrix (Background): --- DataSetInfo : ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitTChi2 TrackFitTNDoF RichUsedR1Gas RichUsedR2Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLbt MuonBkgLL MuonMuLL MuonIsMuon MuonNShared InAccMuon MuonIsLooseMuon InAccEcal EcalPIDe EcalPIDmu InAccHcal HcalPIDe HcalPIDmu PrsPIDe --- DataSetInfo : TrackP: +1.000 +0.748 +0.016 -0.169 -0.009 -0.071 -0.171 -0.095 +0.243 +0.063 +0.103 +0.156 +0.041 +0.038 +0.034 +0.033 +0.035 -0.012 -0.012 -0.011 -0.024 +0.096 -0.012 -0.001 -0.001 -0.001 +0.004 +0.004 +0.004 +0.021 --- DataSetInfo : TrackPt: +0.748 +1.000 -0.008 -0.050 -0.001 +0.003 -0.048 +0.035 +0.130 +0.087 +0.157 +0.210 +0.059 +0.059 +0.056 +0.055 +0.059 -0.007 -0.007 +0.001 -0.020 +0.091 -0.007 +0.046 +0.046 +0.046 +0.042 +0.042 +0.042 +0.055 --- DataSetInfo : TrackChi2PerDof: +0.016 -0.008 +1.000 -0.195 +0.031 +0.440 -0.150 +0.005 -0.018 -0.049 -0.082 -0.070 -0.020 -0.024 -0.017 -0.017 -0.017 +0.015 +0.015 +0.008 +0.028 -0.015 +0.015 +0.011 +0.012 +0.012 +0.006 +0.007 +0.006 +0.008 --- DataSetInfo : TrackNumDof: -0.169 -0.050 -0.195 +1.000 +0.010 +0.460 +0.989 +0.201 -0.352 -0.117 -0.081 -0.087 -0.049 -0.046 -0.047 -0.046 -0.046 -0.065 -0.065 -0.033 -0.050 -0.196 -0.065 -0.063 -0.063 -0.063 -0.094 -0.094 -0.094 -0.104 --- DataSetInfo : TrackGhostProbability: -0.009 -0.001 +0.031 +0.010 +1.000 +0.026 +0.021 +0.008 -0.021 -0.004 -0.007 -0.004 -0.004 -0.004 -0.003 -0.003 -0.002 +0.002 +0.002 +0.001 +0.003 -0.007 +0.002 +0.011 +0.011 +0.011 +0.007 +0.007 +0.007 +0.003 --- DataSetInfo : TrackFitTChi2: -0.071 +0.003 +0.440 +0.460 +0.026 +1.000 +0.479 +0.133 -0.169 -0.037 -0.032 -0.033 -0.008 -0.008 -0.005 -0.004 -0.004 -0.025 -0.025 -0.013 -0.007 -0.056 -0.025 +0.026 +0.026 +0.026 +0.005 +0.005 +0.005 +0.000 --- DataSetInfo : TrackFitTNDoF: -0.171 -0.048 -0.150 +0.989 +0.021 +0.479 +1.000 +0.206 -0.362 -0.122 -0.084 -0.091 -0.051 -0.048 -0.047 -0.047 -0.047 -0.066 -0.066 -0.034 -0.051 -0.205 -0.066 -0.066 -0.066 -0.066 -0.098 -0.098 -0.098 -0.110 --- DataSetInfo : RichUsedR1Gas: -0.095 +0.035 +0.005 +0.201 +0.008 +0.133 +0.206 +1.000 -0.189 +0.432 +0.277 +0.171 +0.652 +0.655 +0.659 +0.660 +0.661 -0.001 -0.001 +0.008 +0.009 -0.068 -0.001 +0.029 +0.029 +0.029 +0.009 +0.009 +0.009 -0.002 --- DataSetInfo : RichUsedR2Gas: +0.243 +0.130 -0.018 -0.352 -0.021 -0.169 -0.362 -0.189 +1.000 +0.224 +0.165 +0.200 +0.163 +0.160 +0.152 +0.150 +0.152 +0.047 +0.047 +0.024 -0.022 +0.364 +0.047 +0.201 +0.200 +0.201 +0.253 +0.253 +0.253 +0.218 --- DataSetInfo : RichAbovePiThres: +0.063 +0.087 -0.049 -0.117 -0.004 -0.037 -0.122 +0.432 +0.224 +1.000 +0.460 +0.250 +0.704 +0.707 +0.708 +0.709 +0.710 +0.049 +0.049 +0.041 +0.024 +0.287 +0.049 +0.241 +0.241 +0.241 +0.244 +0.244 +0.244 +0.249 --- DataSetInfo : RichAboveKaThres: +0.103 +0.157 -0.082 -0.081 -0.007 -0.032 -0.084 +0.277 +0.165 +0.460 +1.000 +0.544 +0.316 +0.321 +0.321 +0.327 +0.333 -0.032 -0.032 -0.019 -0.037 +0.122 -0.032 +0.056 +0.056 +0.057 +0.049 +0.049 +0.049 +0.079 --- DataSetInfo : RichAbovePrThres: +0.156 +0.210 -0.070 -0.087 -0.004 -0.033 -0.091 +0.171 +0.200 +0.250 +0.544 +1.000 +0.171 +0.172 +0.171 +0.171 +0.181 +0.087 +0.087 +0.072 +0.042 +0.293 +0.087 +0.178 +0.177 +0.178 +0.181 +0.181 +0.181 +0.191 --- DataSetInfo : RichDLLe: +0.041 +0.059 -0.020 -0.049 -0.004 -0.008 -0.051 +0.652 +0.163 +0.704 +0.316 +0.171 +1.000 +0.999 +0.998 +0.998 +0.998 -0.007 -0.007 -0.003 -0.016 +0.057 -0.007 +0.027 +0.027 +0.027 +0.032 +0.032 +0.032 +0.033 --- DataSetInfo : RichDLLmu: +0.038 +0.059 -0.024 -0.046 -0.004 -0.008 -0.048 +0.655 +0.160 +0.707 +0.321 +0.172 +0.999 +1.000 +0.999 +0.999 +0.999 -0.008 -0.008 -0.004 -0.017 +0.053 -0.008 +0.026 +0.025 +0.026 +0.029 +0.029 +0.029 +0.031 --- DataSetInfo : RichDLLk: +0.034 +0.056 -0.017 -0.047 -0.003 -0.005 -0.047 +0.659 +0.152 +0.708 +0.321 +0.171 +0.998 +0.999 +1.000 +1.000 +1.000 -0.009 -0.009 -0.005 -0.016 +0.050 -0.009 +0.024 +0.024 +0.025 +0.028 +0.028 +0.028 +0.029 --- DataSetInfo : RichDLLp: +0.033 +0.055 -0.017 -0.046 -0.003 -0.004 -0.047 +0.660 +0.150 +0.709 +0.327 +0.171 +0.998 +0.999 +1.000 +1.000 +1.000 -0.010 -0.010 -0.005 -0.016 +0.048 -0.010 +0.024 +0.024 +0.024 +0.027 +0.027 +0.027 +0.028 --- DataSetInfo : RichDLLbt: +0.035 +0.059 -0.017 -0.046 -0.002 -0.004 -0.047 +0.661 +0.152 +0.710 +0.333 +0.181 +0.998 +0.999 +1.000 +1.000 +1.000 -0.009 -0.009 -0.004 -0.015 +0.052 -0.009 +0.026 +0.026 +0.027 +0.030 +0.030 +0.030 +0.031 --- DataSetInfo : MuonBkgLL: -0.012 -0.007 +0.015 -0.065 +0.002 -0.025 -0.066 -0.001 +0.047 +0.049 -0.032 +0.087 -0.007 -0.008 -0.009 -0.010 -0.009 +1.000 +1.000 +0.800 +0.654 +0.211 +1.000 +0.161 +0.161 +0.161 +0.185 +0.185 +0.185 +0.154 --- DataSetInfo : MuonMuLL: -0.012 -0.007 +0.015 -0.065 +0.002 -0.025 -0.066 -0.001 +0.047 +0.049 -0.032 +0.087 -0.007 -0.008 -0.009 -0.010 -0.009 +1.000 +1.000 +0.800 +0.654 +0.211 +1.000 +0.161 +0.161 +0.161 +0.185 +0.185 +0.185 +0.154 --- DataSetInfo : MuonIsMuon: -0.011 +0.001 +0.008 -0.033 +0.001 -0.013 -0.034 +0.008 +0.024 +0.041 -0.019 +0.072 -0.003 -0.004 -0.005 -0.005 -0.004 +0.800 +0.800 +1.000 +0.483 +0.169 +0.800 +0.134 +0.134 +0.134 +0.152 +0.151 +0.152 +0.126 --- DataSetInfo : MuonNShared: -0.024 -0.020 +0.028 -0.050 +0.003 -0.007 -0.051 +0.009 -0.022 +0.024 -0.037 +0.042 -0.016 -0.017 -0.016 -0.016 -0.015 +0.654 +0.654 +0.483 +1.000 +0.138 +0.653 +0.113 +0.113 +0.113 +0.132 +0.132 +0.132 +0.105 --- DataSetInfo : InAccMuon: +0.096 +0.091 -0.015 -0.196 -0.007 -0.056 -0.205 -0.068 +0.364 +0.287 +0.122 +0.293 +0.057 +0.053 +0.050 +0.048 +0.052 +0.211 +0.211 +0.169 +0.138 +1.000 +0.211 +0.760 +0.760 +0.760 +0.868 +0.868 +0.868 +0.732 --- DataSetInfo : MuonIsLooseMuon: -0.012 -0.007 +0.015 -0.065 +0.002 -0.025 -0.066 -0.001 +0.047 +0.049 -0.032 +0.087 -0.007 -0.008 -0.009 -0.010 -0.009 +1.000 +1.000 +0.800 +0.653 +0.211 +1.000 +0.161 +0.161 +0.161 +0.185 +0.185 +0.185 +0.154 --- DataSetInfo : InAccEcal: -0.001 +0.046 +0.011 -0.063 +0.011 +0.026 -0.066 +0.029 +0.201 +0.241 +0.056 +0.178 +0.027 +0.026 +0.024 +0.024 +0.026 +0.161 +0.161 +0.134 +0.113 +0.760 +0.161 +1.000 +1.000 +1.000 +0.821 +0.821 +0.821 +0.889 --- DataSetInfo : EcalPIDe: -0.001 +0.046 +0.012 -0.063 +0.011 +0.026 -0.066 +0.029 +0.200 +0.241 +0.056 +0.177 +0.027 +0.025 +0.024 +0.024 +0.026 +0.161 +0.161 +0.134 +0.113 +0.760 +0.161 +1.000 +1.000 +1.000 +0.821 +0.821 +0.821 +0.889 --- DataSetInfo : EcalPIDmu: -0.001 +0.046 +0.012 -0.063 +0.011 +0.026 -0.066 +0.029 +0.201 +0.241 +0.057 +0.178 +0.027 +0.026 +0.025 +0.024 +0.027 +0.161 +0.161 +0.134 +0.113 +0.760 +0.161 +1.000 +1.000 +1.000 +0.821 +0.821 +0.821 +0.889 --- DataSetInfo : InAccHcal: +0.004 +0.042 +0.006 -0.094 +0.007 +0.005 -0.098 +0.009 +0.253 +0.244 +0.049 +0.181 +0.032 +0.029 +0.028 +0.027 +0.030 +0.185 +0.185 +0.152 +0.132 +0.868 +0.185 +0.821 +0.821 +0.821 +1.000 +1.000 +1.000 +0.743 --- DataSetInfo : HcalPIDe: +0.004 +0.042 +0.007 -0.094 +0.007 +0.005 -0.098 +0.009 +0.253 +0.244 +0.049 +0.181 +0.032 +0.029 +0.028 +0.027 +0.030 +0.185 +0.185 +0.151 +0.132 +0.868 +0.185 +0.821 +0.821 +0.821 +1.000 +1.000 +1.000 +0.743 --- DataSetInfo : HcalPIDmu: +0.004 +0.042 +0.006 -0.094 +0.007 +0.005 -0.098 +0.009 +0.253 +0.244 +0.049 +0.181 +0.032 +0.029 +0.028 +0.027 +0.030 +0.185 +0.185 +0.152 +0.132 +0.868 +0.185 +0.821 +0.821 +0.821 +1.000 +1.000 +1.000 +0.743 --- DataSetInfo : PrsPIDe: +0.021 +0.055 +0.008 -0.104 +0.003 +0.000 -0.110 -0.002 +0.218 +0.249 +0.079 +0.191 +0.033 +0.031 +0.029 +0.028 +0.031 +0.154 +0.154 +0.126 +0.105 +0.732 +0.154 +0.889 +0.889 +0.889 +0.743 +0.743 +0.743 +1.000 --- DataSetInfo : ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : Correlation matrix (Signal): --- DataSetInfo : ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitTChi2 TrackFitTNDoF RichUsedR1Gas RichUsedR2Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLbt MuonBkgLL MuonMuLL MuonIsMuon MuonNShared InAccMuon MuonIsLooseMuon InAccEcal EcalPIDe EcalPIDmu InAccHcal HcalPIDe HcalPIDmu PrsPIDe --- DataSetInfo : TrackP: +1.000 +0.459 -0.027 -0.405 -0.022 -0.247 -0.411 -0.421 +0.475 +0.027 +0.125 +0.191 +0.012 -0.004 -0.022 +0.003 -0.019 -0.069 -0.069 -0.070 -0.074 +0.128 -0.069 -0.142 -0.142 -0.142 -0.118 -0.118 -0.118 -0.066 --- DataSetInfo : TrackPt: +0.459 +1.000 -0.072 +0.021 +0.004 -0.028 +0.029 +0.080 +0.178 +0.103 +0.288 +0.387 +0.081 +0.069 +0.085 +0.114 +0.113 -0.090 -0.090 -0.069 -0.072 +0.154 -0.090 +0.066 +0.066 +0.066 +0.050 +0.050 +0.050 +0.083 --- DataSetInfo : TrackChi2PerDof: -0.027 -0.072 +1.000 -0.075 +0.026 +0.606 -0.061 -0.005 -0.056 -0.031 -0.038 -0.084 -0.017 -0.010 -0.016 -0.017 -0.019 -0.000 -0.000 +0.001 +0.009 -0.070 -0.000 -0.054 -0.054 -0.054 -0.055 -0.055 -0.055 -0.054 --- DataSetInfo : TrackNumDof: -0.405 +0.021 -0.075 +1.000 +0.021 +0.522 +0.992 +0.421 -0.301 -0.019 +0.003 +0.035 +0.006 +0.013 +0.027 +0.022 +0.035 -0.050 -0.050 -0.026 -0.025 +0.015 -0.050 +0.252 +0.252 +0.252 +0.188 +0.188 +0.188 +0.176 --- DataSetInfo : TrackGhostProbability: -0.022 +0.004 +0.026 +0.021 +1.000 +0.031 +0.033 +0.016 -0.021 -0.002 -0.004 -0.001 -0.003 -0.002 -0.001 -0.002 -0.000 +0.003 +0.003 +0.003 +0.003 -0.008 +0.003 +0.022 +0.022 +0.022 +0.018 +0.018 +0.018 +0.004 --- DataSetInfo : TrackFitTChi2: -0.247 -0.028 +0.606 +0.522 +0.031 +1.000 +0.528 +0.237 -0.203 -0.037 -0.025 -0.048 -0.003 +0.006 +0.010 +0.007 +0.012 -0.022 -0.022 -0.007 -0.001 -0.042 -0.022 +0.100 +0.100 +0.100 +0.067 +0.068 +0.067 +0.054 --- DataSetInfo : TrackFitTNDoF: -0.411 +0.029 -0.061 +0.992 +0.033 +0.528 +1.000 +0.422 -0.309 -0.017 +0.008 +0.038 +0.007 +0.014 +0.029 +0.025 +0.038 -0.051 -0.051 -0.026 -0.025 +0.012 -0.051 +0.253 +0.252 +0.253 +0.188 +0.188 +0.188 +0.175 --- DataSetInfo : RichUsedR1Gas: -0.421 +0.080 -0.005 +0.421 +0.016 +0.237 +0.422 +1.000 -0.249 +0.218 +0.173 +0.146 +0.303 +0.311 +0.328 +0.326 +0.337 +0.024 +0.024 +0.031 +0.031 -0.068 +0.024 +0.160 +0.160 +0.161 +0.124 +0.124 +0.124 +0.074 --- DataSetInfo : RichUsedR2Gas: +0.475 +0.178 -0.056 -0.301 -0.021 -0.203 -0.309 -0.249 +1.000 +0.106 +0.073 +0.073 +0.099 +0.083 +0.095 +0.106 +0.097 +0.020 +0.020 -0.006 -0.036 +0.296 +0.020 +0.114 +0.113 +0.113 +0.169 +0.168 +0.169 +0.145 --- DataSetInfo : RichAbovePiThres: +0.027 +0.103 -0.031 -0.019 -0.002 -0.037 -0.017 +0.218 +0.106 +1.000 +0.335 +0.157 +0.732 +0.734 +0.737 +0.739 +0.740 +0.009 +0.009 +0.008 +0.004 +0.150 +0.009 +0.111 +0.111 +0.111 +0.104 +0.104 +0.104 +0.126 --- DataSetInfo : RichAboveKaThres: +0.125 +0.288 -0.038 +0.003 -0.004 -0.025 +0.008 +0.173 +0.073 +0.335 +1.000 +0.468 +0.243 +0.243 +0.259 +0.275 +0.284 -0.046 -0.046 -0.034 -0.032 +0.064 -0.046 +0.001 +0.001 +0.001 -0.013 -0.013 -0.013 +0.022 --- DataSetInfo : RichAbovePrThres: +0.191 +0.387 -0.084 +0.035 -0.001 -0.048 +0.038 +0.146 +0.073 +0.157 +0.468 +1.000 +0.131 +0.117 +0.142 +0.147 +0.169 +0.026 +0.026 +0.017 +0.012 +0.186 +0.026 +0.092 +0.092 +0.092 +0.070 +0.070 +0.070 +0.109 --- DataSetInfo : RichDLLe: +0.012 +0.081 -0.017 +0.006 -0.003 -0.003 +0.007 +0.303 +0.099 +0.732 +0.243 +0.131 +1.000 +0.997 +0.993 +0.992 +0.990 -0.009 -0.009 -0.005 -0.010 +0.063 -0.009 +0.038 +0.038 +0.038 +0.032 +0.031 +0.031 +0.050 --- DataSetInfo : RichDLLmu: -0.004 +0.069 -0.010 +0.013 -0.002 +0.006 +0.014 +0.311 +0.083 +0.734 +0.243 +0.117 +0.997 +1.000 +0.994 +0.993 +0.991 -0.009 -0.009 -0.004 -0.009 +0.050 -0.009 +0.033 +0.033 +0.033 +0.026 +0.026 +0.025 +0.043 --- DataSetInfo : RichDLLk: -0.022 +0.085 -0.016 +0.027 -0.001 +0.010 +0.029 +0.328 +0.095 +0.737 +0.259 +0.142 +0.993 +0.994 +1.000 +0.997 +0.998 -0.009 -0.009 -0.004 -0.010 +0.062 -0.009 +0.048 +0.048 +0.048 +0.040 +0.040 +0.039 +0.056 --- DataSetInfo : RichDLLp: +0.003 +0.114 -0.017 +0.022 -0.002 +0.007 +0.025 +0.326 +0.106 +0.739 +0.275 +0.147 +0.992 +0.993 +0.997 +1.000 +0.998 -0.013 -0.013 -0.007 -0.012 +0.062 -0.013 +0.044 +0.044 +0.044 +0.036 +0.036 +0.035 +0.054 --- DataSetInfo : RichDLLbt: -0.019 +0.113 -0.019 +0.035 -0.000 +0.012 +0.038 +0.337 +0.097 +0.740 +0.284 +0.169 +0.990 +0.991 +0.998 +0.998 +1.000 -0.010 -0.010 -0.004 -0.011 +0.067 -0.010 +0.053 +0.053 +0.053 +0.045 +0.045 +0.045 +0.061 --- DataSetInfo : MuonBkgLL: -0.069 -0.090 -0.000 -0.050 +0.003 -0.022 -0.051 +0.024 +0.020 +0.009 -0.046 +0.026 -0.009 -0.009 -0.009 -0.013 -0.010 +1.000 +1.000 +0.718 +0.659 +0.118 +1.000 +0.063 +0.063 +0.063 +0.070 +0.070 +0.070 +0.071 --- DataSetInfo : MuonMuLL: -0.069 -0.090 -0.000 -0.050 +0.003 -0.022 -0.051 +0.024 +0.020 +0.009 -0.046 +0.026 -0.009 -0.009 -0.009 -0.013 -0.010 +1.000 +1.000 +0.718 +0.659 +0.118 +1.000 +0.063 +0.063 +0.063 +0.070 +0.070 +0.070 +0.071 --- DataSetInfo : MuonIsMuon: -0.070 -0.069 +0.001 -0.026 +0.003 -0.007 -0.026 +0.031 -0.006 +0.008 -0.034 +0.017 -0.005 -0.004 -0.004 -0.007 -0.004 +0.718 +0.718 +1.000 +0.530 +0.085 +0.718 +0.053 +0.053 +0.053 +0.059 +0.059 +0.060 +0.055 --- DataSetInfo : MuonNShared: -0.074 -0.072 +0.009 -0.025 +0.003 -0.001 -0.025 +0.031 -0.036 +0.004 -0.032 +0.012 -0.010 -0.009 -0.010 -0.012 -0.011 +0.659 +0.659 +0.530 +1.000 +0.078 +0.659 +0.054 +0.055 +0.055 +0.064 +0.064 +0.065 +0.053 --- DataSetInfo : InAccMuon: +0.128 +0.154 -0.070 +0.015 -0.008 -0.042 +0.012 -0.068 +0.296 +0.150 +0.064 +0.186 +0.063 +0.050 +0.062 +0.062 +0.067 +0.118 +0.118 +0.085 +0.078 +1.000 +0.118 +0.709 +0.709 +0.709 +0.746 +0.746 +0.746 +0.717 --- DataSetInfo : MuonIsLooseMuon: -0.069 -0.090 -0.000 -0.050 +0.003 -0.022 -0.051 +0.024 +0.020 +0.009 -0.046 +0.026 -0.009 -0.009 -0.009 -0.013 -0.010 +1.000 +1.000 +0.718 +0.659 +0.118 +1.000 +0.063 +0.063 +0.063 +0.070 +0.070 +0.070 +0.071 --- DataSetInfo : InAccEcal: -0.142 +0.066 -0.054 +0.252 +0.022 +0.100 +0.253 +0.160 +0.114 +0.111 +0.001 +0.092 +0.038 +0.033 +0.048 +0.044 +0.053 +0.063 +0.063 +0.053 +0.054 +0.709 +0.063 +1.000 +1.000 +1.000 +0.799 +0.799 +0.799 +0.841 --- DataSetInfo : EcalPIDe: -0.142 +0.066 -0.054 +0.252 +0.022 +0.100 +0.252 +0.160 +0.113 +0.111 +0.001 +0.092 +0.038 +0.033 +0.048 +0.044 +0.053 +0.063 +0.063 +0.053 +0.055 +0.709 +0.063 +1.000 +1.000 +1.000 +0.799 +0.799 +0.799 +0.841 --- DataSetInfo : EcalPIDmu: -0.142 +0.066 -0.054 +0.252 +0.022 +0.100 +0.253 +0.161 +0.113 +0.111 +0.001 +0.092 +0.038 +0.033 +0.048 +0.044 +0.053 +0.063 +0.063 +0.053 +0.055 +0.709 +0.063 +1.000 +1.000 +1.000 +0.799 +0.799 +0.799 +0.841 --- DataSetInfo : InAccHcal: -0.118 +0.050 -0.055 +0.188 +0.018 +0.067 +0.188 +0.124 +0.169 +0.104 -0.013 +0.070 +0.032 +0.026 +0.040 +0.036 +0.045 +0.070 +0.070 +0.059 +0.064 +0.746 +0.070 +0.799 +0.799 +0.799 +1.000 +1.000 +1.000 +0.687 --- DataSetInfo : HcalPIDe: -0.118 +0.050 -0.055 +0.188 +0.018 +0.068 +0.188 +0.124 +0.168 +0.104 -0.013 +0.070 +0.031 +0.026 +0.040 +0.036 +0.045 +0.070 +0.070 +0.059 +0.064 +0.746 +0.070 +0.799 +0.799 +0.799 +1.000 +1.000 +1.000 +0.687 --- DataSetInfo : HcalPIDmu: -0.118 +0.050 -0.055 +0.188 +0.018 +0.067 +0.188 +0.124 +0.169 +0.104 -0.013 +0.070 +0.031 +0.025 +0.039 +0.035 +0.045 +0.070 +0.070 +0.060 +0.065 +0.746 +0.070 +0.799 +0.799 +0.799 +1.000 +1.000 +1.000 +0.687 --- DataSetInfo : PrsPIDe: -0.066 +0.083 -0.054 +0.176 +0.004 +0.054 +0.175 +0.074 +0.145 +0.126 +0.022 +0.109 +0.050 +0.043 +0.056 +0.054 +0.061 +0.071 +0.071 +0.055 +0.053 +0.717 +0.071 +0.841 +0.841 +0.841 +0.687 +0.687 +0.687 +1.000 --- DataSetInfo : ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetFactory : --- Factory : --- Factory : current transformation string: 'I' --- Factory : Create Transformation "I" with events from all classes. --- Id : Transformation, Variable selection : --- Id : Input : variable 'TrackP' (index=0). <---> Output : variable 'TrackP' (index=0). --- Id : Input : variable 'TrackPt' (index=1). <---> Output : variable 'TrackPt' (index=1). --- Id : Input : variable 'TrackChi2PerDof' (index=2). <---> Output : variable 'TrackChi2PerDof' (index=2). --- Id : Input : variable 'TrackNumDof' (index=3). <---> Output : variable 'TrackNumDof' (index=3). --- Id : Input : variable 'TrackGhostProbability' (index=4). <---> Output : variable 'TrackGhostProbability' (index=4). --- Id : Input : variable 'TrackFitTChi2' (index=5). <---> Output : variable 'TrackFitTChi2' (index=5). --- Id : Input : variable 'TrackFitTNDoF' (index=6). <---> Output : variable 'TrackFitTNDoF' (index=6). --- Id : Input : variable 'RichUsedR1Gas' (index=7). <---> Output : variable 'RichUsedR1Gas' (index=7). --- Id : Input : variable 'RichUsedR2Gas' (index=8). <---> Output : variable 'RichUsedR2Gas' (index=8). --- Id : Input : variable 'RichAbovePiThres' (index=9). <---> Output : variable 'RichAbovePiThres' (index=9). --- Id : Input : variable 'RichAboveKaThres' (index=10). <---> Output : variable 'RichAboveKaThres' (index=10). --- Id : Input : variable 'RichAbovePrThres' (index=11). <---> Output : variable 'RichAbovePrThres' (index=11). --- Id : Input : variable 'RichDLLe' (index=12). <---> Output : variable 'RichDLLe' (index=12). --- Id : Input : variable 'RichDLLmu' (index=13). <---> Output : variable 'RichDLLmu' (index=13). --- Id : Input : variable 'RichDLLk' (index=14). <---> Output : variable 'RichDLLk' (index=14). --- Id : Input : variable 'RichDLLp' (index=15). <---> Output : variable 'RichDLLp' (index=15). --- Id : Input : variable 'RichDLLbt' (index=16). <---> Output : variable 'RichDLLbt' (index=16). --- Id : Input : variable 'MuonBkgLL' (index=17). <---> Output : variable 'MuonBkgLL' (index=17). --- Id : Input : variable 'MuonMuLL' (index=18). <---> Output : variable 'MuonMuLL' (index=18). --- Id : Input : variable 'MuonIsMuon' (index=19). <---> Output : variable 'MuonIsMuon' (index=19). --- Id : Input : variable 'MuonNShared' (index=20). <---> Output : variable 'MuonNShared' (index=20). --- Id : Input : variable 'InAccMuon' (index=21). <---> Output : variable 'InAccMuon' (index=21). --- Id : Input : variable 'MuonIsLooseMuon' (index=22). <---> Output : variable 'MuonIsLooseMuon' (index=22). --- Id : Input : variable 'InAccEcal' (index=23). <---> Output : variable 'InAccEcal' (index=23). --- Id : Input : variable 'EcalPIDe' (index=24). <---> Output : variable 'EcalPIDe' (index=24). --- Id : Input : variable 'EcalPIDmu' (index=25). <---> Output : variable 'EcalPIDmu' (index=25). --- Id : Input : variable 'InAccHcal' (index=26). <---> Output : variable 'InAccHcal' (index=26). --- Id : Input : variable 'HcalPIDe' (index=27). <---> Output : variable 'HcalPIDe' (index=27). --- Id : Input : variable 'HcalPIDmu' (index=28). <---> Output : variable 'HcalPIDmu' (index=28). --- Id : Input : variable 'PrsPIDe' (index=29). <---> Output : variable 'PrsPIDe' (index=29). --- Id : Preparing the Identity transformation... --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Variable Mean RMS [ Min Max ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : TrackP: 8986.0 28736. [ 1112.8 4.9047e+06 ] --- TFHandler_Factory : TrackPt: 604.08 1626.5 [ 0.41908 6.2007e+05 ] --- TFHandler_Factory : TrackChi2PerDof: 1.3580 0.62445 [ 0.013959 3.0000 ] --- TFHandler_Factory : TrackNumDof: 18.491 4.1013 [ 3.0000 32.000 ] --- TFHandler_Factory : TrackGhostProbability: 0.23136 16.105 [ -999.00 1.0000 ] --- TFHandler_Factory : TrackFitTChi2: 15.801 7.3839 [ 0.00079365 65.167 ] --- TFHandler_Factory : TrackFitTNDoF: 14.679 4.0092 [ 1.0000 27.000 ] --- TFHandler_Factory : RichUsedR1Gas: 0.88305 0.32136 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichUsedR2Gas: 0.30968 0.46236 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAbovePiThres: 0.90132 0.29823 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAboveKaThres: 0.66035 0.47359 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAbovePrThres: 0.36810 0.48229 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichDLLe: -60.338 220.87 [ -999.00 121.05 ] --- TFHandler_Factory : RichDLLmu: -55.119 221.90 [ -999.00 78.393 ] --- TFHandler_Factory : RichDLLk: -52.001 222.85 [ -999.00 107.15 ] --- TFHandler_Factory : RichDLLp: -49.770 223.39 [ -999.00 117.19 ] --- TFHandler_Factory : RichDLLbt: -47.870 223.85 [ -999.00 69.989 ] --- TFHandler_Factory : MuonBkgLL: -894.70 305.28 [ -999.00 0.029000 ] --- TFHandler_Factory : MuonMuLL: -894.61 305.55 [ -999.00 0.0000 ] --- TFHandler_Factory : MuonIsMuon: 0.068942 0.25336 [ 0.0000 1.0000 ] --- TFHandler_Factory : MuonNShared: 0.54838 2.4547 [ 0.0000 87.000 ] --- TFHandler_Factory : InAccMuon: 0.73792 0.43977 [ 0.0000 1.0000 ] --- TFHandler_Factory : MuonIsLooseMuon: 0.10453 0.30594 [ 0.0000 1.0000 ] --- TFHandler_Factory : InAccEcal: 0.76993 0.42087 [ 0.0000 1.0000 ] --- TFHandler_Factory : EcalPIDe: -231.07 419.78 [ -999.00 4.3413 ] --- TFHandler_Factory : EcalPIDmu: -230.33 420.19 [ -999.00 2.6452 ] --- TFHandler_Factory : InAccHcal: 0.70409 0.45645 [ 0.0000 1.0000 ] --- TFHandler_Factory : HcalPIDe: -296.13 455.66 [ -999.00 3.6356 ] --- TFHandler_Factory : HcalPIDmu: -296.10 455.67 [ -999.00 2.6102 ] --- TFHandler_Factory : PrsPIDe: -192.49 392.02 [ -999.00 3.6000 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Id --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 30 input variables and 0 target values would require 435 two-dimensional --- TFHandler_Factory : | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Factory : | suppression does not have any consequences for your analysis, other --- TFHandler_Factory : | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Factory : | number of input variables allowed to generate scatter plots in your --- TFHandler_Factory : | script via the command line: --- TFHandler_Factory : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Factory : --- TFHandler_Factory : Some more output --- TFHandler_Factory : --- TFHandler_Factory : Ranking input variables (method unspecific)... --- IdTransformation : Ranking result (top variable is best ranked) --- IdTransformation : ---------------------------------------------- --- IdTransformation : Rank : Variable : Separation --- IdTransformation : ---------------------------------------------- --- IdTransformation : 1 : RichDLLbt : 2.190e-01 --- IdTransformation : 2 : RichDLLp : 1.807e-01 --- IdTransformation : 3 : TrackPt : 1.728e-01 --- IdTransformation : 4 : RichDLLk : 1.154e-01 --- IdTransformation : 5 : RichAboveKaThres : 8.512e-02 --- IdTransformation : 6 : RichAbovePrThres : 8.451e-02 --- IdTransformation : 7 : TrackChi2PerDof : 6.740e-02 --- IdTransformation : 8 : TrackP : 4.502e-02 --- IdTransformation : 9 : RichDLLe : 4.501e-02 --- IdTransformation : 10 : RichAbovePiThres : 3.745e-02 --- IdTransformation : 11 : RichDLLmu : 3.666e-02 --- IdTransformation : 12 : RichUsedR2Gas : 2.302e-02 --- IdTransformation : 13 : TrackNumDof : 2.300e-02 --- IdTransformation : 14 : TrackGhostProbability : 2.265e-02 --- IdTransformation : 15 : TrackFitTNDoF : 2.171e-02 --- IdTransformation : 16 : InAccMuon : 1.979e-02 --- IdTransformation : 17 : PrsPIDe : 8.536e-03 --- IdTransformation : 18 : EcalPIDmu : 7.749e-03 --- IdTransformation : 19 : HcalPIDmu : 7.634e-03 --- IdTransformation : 20 : RichUsedR1Gas : 7.188e-03 --- IdTransformation : 21 : MuonMuLL : 6.764e-03 --- IdTransformation : 22 : HcalPIDe : 6.749e-03 --- IdTransformation : 23 : InAccHcal : 6.740e-03 --- IdTransformation : 24 : MuonBkgLL : 6.524e-03 --- IdTransformation : 25 : EcalPIDe : 6.482e-03 --- IdTransformation : 26 : InAccEcal : 6.334e-03 --- IdTransformation : 27 : MuonIsMuon : 5.539e-03 --- IdTransformation : 28 : MuonNShared : 4.759e-03 --- IdTransformation : 29 : MuonIsLooseMuon : 4.182e-03 --- IdTransformation : 30 : TrackFitTChi2 : 1.949e-03 --- IdTransformation : ---------------------------------------------- --- Factory : --- Factory : Train all methods for Classification ... --- Factory : Train method: Proton_Downstream_TMVA for Classification --- Proton_Downstream_TMVA : --- Proton_Downstream_TMVA : ================================================================ --- Proton_Downstream_TMVA : H e l p f o r M V A m e t h o d [ Proton_Downstream_TMVA ] : --- Proton_Downstream_TMVA : --- Proton_Downstream_TMVA : --- Short description: --- Proton_Downstream_TMVA : --- Proton_Downstream_TMVA : The MLP artificial neural network (ANN) is a traditional feed- --- Proton_Downstream_TMVA : forward multilayer perceptron impementation. The MLP has a user- --- Proton_Downstream_TMVA : defined hidden layer architecture, while the number of input (output) --- Proton_Downstream_TMVA : nodes is determined by the input variables (output classes, i.e., --- Proton_Downstream_TMVA : signal and one background). --- Proton_Downstream_TMVA : --- Proton_Downstream_TMVA : --- Performance optimisation: --- Proton_Downstream_TMVA : --- Proton_Downstream_TMVA : Neural networks are stable and performing for a large variety of --- Proton_Downstream_TMVA : linear and non-linear classification problems. However, in contrast --- Proton_Downstream_TMVA : to (e.g.) boosted decision trees, the user is advised to reduce the --- Proton_Downstream_TMVA : number of input variables that have only little discrimination power. --- Proton_Downstream_TMVA : --- Proton_Downstream_TMVA : In the tests we have carried out so far, the MLP and ROOT networks --- Proton_Downstream_TMVA : (TMlpANN, interfaced via TMVA) performed equally well, with however --- Proton_Downstream_TMVA : a clear speed advantage for the MLP. The Clermont-Ferrand neural --- Proton_Downstream_TMVA : net (CFMlpANN) exhibited worse classification performance in these --- Proton_Downstream_TMVA : tests, which is partly due to the slow convergence of its training --- Proton_Downstream_TMVA : (at least 10k training cycles are required to achieve approximately --- Proton_Downstream_TMVA : competitive results). --- Proton_Downstream_TMVA : --- Proton_Downstream_TMVA : Overtraining: only the TMlpANN performs an explicit separation of the --- Proton_Downstream_TMVA : full training sample into independent training and validation samples. --- Proton_Downstream_TMVA : We have found that in most high-energy physics applications the --- Proton_Downstream_TMVA : avaliable degrees of freedom (training events) are sufficient to --- Proton_Downstream_TMVA : constrain the weights of the relatively simple architectures required --- Proton_Downstream_TMVA : to achieve good performance. Hence no overtraining should occur, and --- Proton_Downstream_TMVA : the use of validation samples would only reduce the available training --- Proton_Downstream_TMVA : information. However, if the perrormance on the training sample is --- Proton_Downstream_TMVA : found to be significantly better than the one found with the inde- --- Proton_Downstream_TMVA : pendent test sample, caution is needed. The results for these samples --- Proton_Downstream_TMVA : are printed to standard output at the end of each training job. --- Proton_Downstream_TMVA : --- Proton_Downstream_TMVA : --- Performance tuning via configuration options: --- Proton_Downstream_TMVA : --- Proton_Downstream_TMVA : The hidden layer architecture for all ANNs is defined by the option --- Proton_Downstream_TMVA : "HiddenLayers=N+1,N,...", where here the first hidden layer has N+1 --- Proton_Downstream_TMVA : neurons and the second N neurons (and so on), and where N is the number --- Proton_Downstream_TMVA : of input variables. Excessive numbers of hidden layers should be avoided, --- Proton_Downstream_TMVA : in favour of more neurons in the first hidden layer. --- Proton_Downstream_TMVA : --- Proton_Downstream_TMVA : The number of cycles should be above 500. As said, if the number of --- Proton_Downstream_TMVA : adjustable weights is small compared to the training sample size, --- Proton_Downstream_TMVA : using a large number of training samples should not lead to overtraining. --- Proton_Downstream_TMVA : --- Proton_Downstream_TMVA : --- Proton_Downstream_TMVA : ================================================================ --- Proton_Downstream_TMVA : --- Norm : Preparing the transformation. --- TFHandler_Proton_Downs...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Proton_Downs...: Variable Mean RMS [ Min Max ] --- TFHandler_Proton_Downs...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Proton_Downs...: TrackP: -0.99679 0.011720 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: TrackPt: -0.99805 0.0052460 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: TrackChi2PerDof: -0.099795 0.41824 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: TrackNumDof: 0.068349 0.28285 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: TrackGhostProbability: 0.99846 0.032211 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: TrackFitTChi2: -0.51509 0.22662 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: TrackFitTNDoF: 0.052229 0.30840 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichUsedR1Gas: 0.76610 0.64272 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichUsedR2Gas: -0.38063 0.92473 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichAbovePiThres: 0.80264 0.59646 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichAboveKaThres: 0.32070 0.94718 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichAbovePrThres: -0.26380 0.96458 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichDLLe: 0.67610 0.39439 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichDLLmu: 0.75216 0.41192 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichDLLk: 0.71225 0.40293 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichDLLp: 0.70083 0.40028 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichDLLbt: 0.77949 0.41881 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: MuonBkgLL: -0.79120 0.61115 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: MuonMuLL: -0.79100 0.61172 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: MuonIsMuon: -0.86212 0.50671 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: MuonNShared: -0.98739 0.056430 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: InAccMuon: 0.47583 0.87954 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: MuonIsLooseMuon: -0.79095 0.61189 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: InAccEcal: 0.53987 0.84175 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: EcalPIDe: 0.53075 0.83677 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: EcalPIDmu: 0.53481 0.83899 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: InAccHcal: 0.40819 0.91290 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: HcalPIDe: 0.40205 0.90892 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: HcalPIDmu: 0.40353 0.90988 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: PrsPIDe: 0.60883 0.78201 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: ---------------------------------------------------------------------------------------------------------------------------- --- Proton_Downstream_TMVA : Begin training --- Proton_Downstream_TMVA : Training Network --- Proton_Downstream_TMVA : Inaccurate progress timing for MLP... --- Proton_Downstream_TMVA : End of training --- Proton_Downstream_TMVA : Elapsed time for training with 2700000 events: 4.88e+04 sec --- Proton_Downstream_TMVA : Create MVA output for classification on training sample --- Proton_Downstream_TMVA : Evaluation of Proton_Downstream_TMVA on training sample (2700000 events) --- Proton_Downstream_TMVA : Elapsed time for evaluation of 2700000 events: 23.5 sec --- Proton_Downstream_TMVA : Creating weight file in xml format: ./GlobalPID_Proton_Downstream_TMVA.weights.xml --- Proton_Downstream_TMVA : Creating standalone response class: ./GlobalPID_Proton_Downstream_TMVA.class.C --- Proton_Downstream_TMVA : Write special histos to file: Downstream-Proton-TMVA.root:/Method_MLP/Proton_Downstream_TMVA --- Factory : Training finished --- Factory : --- Factory : Ranking input variables (method specific)... --- Proton_Downstream_TMVA : Ranking result (top variable is best ranked) --- Proton_Downstream_TMVA : ---------------------------------------------- --- Proton_Downstream_TMVA : Rank : Variable : Importance --- Proton_Downstream_TMVA : ---------------------------------------------- --- Proton_Downstream_TMVA : 1 : RichDLLp : 6.736e+03 --- Proton_Downstream_TMVA : 2 : RichDLLbt : 3.825e+03 --- Proton_Downstream_TMVA : 3 : RichDLLk : 3.758e+03 --- Proton_Downstream_TMVA : 4 : TrackPt : 1.814e+03 --- Proton_Downstream_TMVA : 5 : RichDLLe : 1.612e+03 --- Proton_Downstream_TMVA : 6 : TrackP : 9.604e+02 --- Proton_Downstream_TMVA : 7 : RichDLLmu : 9.586e+02 --- Proton_Downstream_TMVA : 8 : EcalPIDe : 4.753e+02 --- Proton_Downstream_TMVA : 9 : MuonNShared : 4.507e+02 --- Proton_Downstream_TMVA : 10 : TrackGhostProbability : 4.166e+02 --- Proton_Downstream_TMVA : 11 : RichAbovePiThres : 3.971e+02 --- Proton_Downstream_TMVA : 12 : InAccEcal : 3.758e+02 --- Proton_Downstream_TMVA : 13 : HcalPIDmu : 3.312e+02 --- Proton_Downstream_TMVA : 14 : MuonIsMuon : 3.227e+02 --- Proton_Downstream_TMVA : 15 : RichAboveKaThres : 2.690e+02 --- Proton_Downstream_TMVA : 16 : EcalPIDmu : 2.139e+02 --- Proton_Downstream_TMVA : 17 : RichUsedR1Gas : 2.037e+02 --- Proton_Downstream_TMVA : 18 : TrackNumDof : 1.843e+02 --- Proton_Downstream_TMVA : 19 : MuonBkgLL : 1.814e+02 --- Proton_Downstream_TMVA : 20 : TrackFitTNDoF : 1.812e+02 --- Proton_Downstream_TMVA : 21 : HcalPIDe : 1.710e+02 --- Proton_Downstream_TMVA : 22 : MuonIsLooseMuon : 1.646e+02 --- Proton_Downstream_TMVA : 23 : MuonMuLL : 1.401e+02 --- Proton_Downstream_TMVA : 24 : PrsPIDe : 1.298e+02 --- Proton_Downstream_TMVA : 25 : RichAbovePrThres : 1.170e+02 --- Proton_Downstream_TMVA : 26 : RichUsedR2Gas : 1.055e+02 --- Proton_Downstream_TMVA : 27 : InAccHcal : 8.830e+01 --- Proton_Downstream_TMVA : 28 : InAccMuon : 8.058e+01 --- Proton_Downstream_TMVA : 29 : TrackFitTChi2 : 5.803e+01 --- Proton_Downstream_TMVA : 30 : TrackChi2PerDof : 3.012e+01 --- Proton_Downstream_TMVA : ---------------------------------------------- --- Factory : --- Factory : === Destroy and recreate all methods via weight files for testing === --- Factory : --- MethodBase : Reading weight file: ./GlobalPID_Proton_Downstream_TMVA.weights.xml --- Proton_Downstream_TMVA : Read method "Proton_Downstream_TMVA" of type "MLP" --- Proton_Downstream_TMVA : MVA method was trained with TMVA Version: 4.2.0 --- Proton_Downstream_TMVA : MVA method was trained with ROOT Version: 6.02/01 --- Proton_Downstream_TMVA : Building Network --- Proton_Downstream_TMVA : Initializing weights 2016-02-14 17:54:31 | Starting Testing... --- Factory : Test all methods... --- Factory : Test method: Proton_Downstream_TMVA for Classification performance --- Proton_Downstream_TMVA : Evaluation of Proton_Downstream_TMVA on testing sample (1156937 events) --- Proton_Downstream_TMVA : Elapsed time for evaluation of 1156937 events: 10.2 sec 2016-02-14 17:54:41 | Starting Evaluation... --- Factory : Evaluate all methods... --- Factory : Evaluate classifier: Proton_Downstream_TMVA --- TFHandler_Proton_Downs...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Proton_Downs...: Variable Mean RMS [ Min Max ] --- TFHandler_Proton_Downs...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Proton_Downs...: TrackP: -0.99681 0.011691 [ -1.0000 1.0025 ] --- TFHandler_Proton_Downs...: TrackPt: -0.99806 0.0054353 [ -1.0000 0.93405 ] --- TFHandler_Proton_Downs...: TrackChi2PerDof: -0.10091 0.41771 [ -0.99229 0.99999 ] --- TFHandler_Proton_Downs...: TrackNumDof: 0.068490 0.28246 [ -0.93103 0.93103 ] --- TFHandler_Proton_Downs...: TrackGhostProbability: 0.99853 0.030141 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: TrackFitTChi2: -0.51509 0.22661 [ -1.0000 0.97641 ] --- TFHandler_Proton_Downs...: TrackFitTNDoF: 0.052386 0.30792 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichUsedR1Gas: 0.76676 0.64193 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichUsedR2Gas: -0.38069 0.92470 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichAbovePiThres: 0.80329 0.59559 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichAboveKaThres: 0.32151 0.94691 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichAbovePrThres: -0.26360 0.96463 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichDLLe: 0.67626 0.39406 [ -1.0000 0.97524 ] --- TFHandler_Proton_Downs...: RichDLLmu: 0.75233 0.41157 [ -1.0000 0.99593 ] --- TFHandler_Proton_Downs...: RichDLLk: 0.71244 0.40259 [ -1.0000 0.98886 ] --- TFHandler_Proton_Downs...: RichDLLp: 0.70104 0.39995 [ -1.0000 0.94667 ] --- TFHandler_Proton_Downs...: RichDLLbt: 0.77970 0.41846 [ -1.0000 0.99674 ] --- TFHandler_Proton_Downs...: MuonBkgLL: -0.79100 0.61141 [ -1.0000 0.99999 ] --- TFHandler_Proton_Downs...: MuonMuLL: -0.79080 0.61198 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: MuonIsMuon: -0.86242 0.50619 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: MuonNShared: -0.98743 0.056095 [ -1.0000 1.0230 ] --- TFHandler_Proton_Downs...: InAccMuon: 0.47668 0.87908 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: MuonIsLooseMuon: -0.79075 0.61214 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: InAccEcal: 0.54022 0.84152 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: EcalPIDe: 0.53109 0.83654 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: EcalPIDmu: 0.53517 0.83877 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: InAccHcal: 0.40968 0.91223 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: HcalPIDe: 0.40353 0.90825 [ -1.0000 0.99961 ] --- TFHandler_Proton_Downs...: HcalPIDmu: 0.40503 0.90923 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: PrsPIDe: 0.60887 0.78198 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: ---------------------------------------------------------------------------------------------------------------------------- --- Proton_Downstream_TMVA : Loop over test events and fill histograms with classifier response... --- Factory : Write evaluation histograms to file --- TFHandler_Proton_Downs...: Plot event variables for Proton_Downstream_TMVA --- TFHandler_Proton_Downs...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Proton_Downs...: Variable Mean RMS [ Min Max ] --- TFHandler_Proton_Downs...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Proton_Downs...: TrackP: -0.99681 0.011691 [ -1.0000 1.0025 ] --- TFHandler_Proton_Downs...: TrackPt: -0.99806 0.0054353 [ -1.0000 0.93405 ] --- TFHandler_Proton_Downs...: TrackChi2PerDof: -0.10091 0.41771 [ -0.99229 0.99999 ] --- TFHandler_Proton_Downs...: TrackNumDof: 0.068490 0.28246 [ -0.93103 0.93103 ] --- TFHandler_Proton_Downs...: TrackGhostProbability: 0.99853 0.030141 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: TrackFitTChi2: -0.51509 0.22661 [ -1.0000 0.97641 ] --- TFHandler_Proton_Downs...: TrackFitTNDoF: 0.052386 0.30792 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichUsedR1Gas: 0.76676 0.64193 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichUsedR2Gas: -0.38069 0.92470 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichAbovePiThres: 0.80329 0.59559 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichAboveKaThres: 0.32151 0.94691 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichAbovePrThres: -0.26360 0.96463 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: RichDLLe: 0.67626 0.39406 [ -1.0000 0.97524 ] --- TFHandler_Proton_Downs...: RichDLLmu: 0.75233 0.41157 [ -1.0000 0.99593 ] --- TFHandler_Proton_Downs...: RichDLLk: 0.71244 0.40259 [ -1.0000 0.98886 ] --- TFHandler_Proton_Downs...: RichDLLp: 0.70104 0.39995 [ -1.0000 0.94667 ] --- TFHandler_Proton_Downs...: RichDLLbt: 0.77970 0.41846 [ -1.0000 0.99674 ] --- TFHandler_Proton_Downs...: MuonBkgLL: -0.79100 0.61141 [ -1.0000 0.99999 ] --- TFHandler_Proton_Downs...: MuonMuLL: -0.79080 0.61198 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: MuonIsMuon: -0.86242 0.50619 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: MuonNShared: -0.98743 0.056095 [ -1.0000 1.0230 ] --- TFHandler_Proton_Downs...: InAccMuon: 0.47668 0.87908 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: MuonIsLooseMuon: -0.79075 0.61214 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: InAccEcal: 0.54022 0.84152 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: EcalPIDe: 0.53109 0.83654 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: EcalPIDmu: 0.53517 0.83877 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: InAccHcal: 0.40968 0.91223 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: HcalPIDe: 0.40353 0.90825 [ -1.0000 0.99961 ] --- TFHandler_Proton_Downs...: HcalPIDmu: 0.40503 0.90923 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: PrsPIDe: 0.60887 0.78198 [ -1.0000 1.0000 ] --- TFHandler_Proton_Downs...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Proton_Downs...: --- TFHandler_Proton_Downs...: Will not produce scatter plots ==> --- TFHandler_Proton_Downs...: | The number of 30 input variables and 0 target values would require 435 two-dimensional --- TFHandler_Proton_Downs...: | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Proton_Downs...: | suppression does not have any consequences for your analysis, other --- TFHandler_Proton_Downs...: | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Proton_Downs...: | number of input variables allowed to generate scatter plots in your --- TFHandler_Proton_Downs...: | script via the command line: --- TFHandler_Proton_Downs...: | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Proton_Downs...: --- TFHandler_Proton_Downs...: Some more output --- Tools : zero variances for variables (0, 3) --- Tools : zero variances for variables (0, 8) --- Tools : zero variances for variables (0, 9) --- Tools : zero variances for variables (0, 10) --- Tools : zero variances for variables (0, 11) --- Tools : zero variances for variables (0, 12) --- Tools : zero variances for variables (0, 20) --- Tools : zero variances for variables (0, 22) --- Tools : zero variances for variables (0, 23) --- Tools : zero variances for variables (0, 24) --- Tools : zero variances for variables (0, 27) --- Tools : zero variances for variables (3, 0) --- Tools : zero variances for variables (8, 0) --- Tools : zero variances for variables (8, 20) --- Tools : zero variances for variables (9, 0) --- Tools : zero variances for variables (10, 0) --- Tools : zero variances for variables (10, 20) --- Tools : zero variances for variables (11, 0) --- Tools : zero variances for variables (12, 0) --- Tools : zero variances for variables (20, 0) --- Tools : zero variances for variables (20, 8) --- Tools : zero variances for variables (20, 10) --- Tools : zero variances for variables (20, 23) --- Tools : zero variances for variables (22, 0) --- Tools : zero variances for variables (23, 0) --- Tools : zero variances for variables (23, 20) --- Tools : zero variances for variables (24, 0) --- Tools : zero variances for variables (27, 0) --- Factory : Correlations between input variables and MVA response (signal): --- Factory : ---------------------------------------------- --- Factory : Proton_Downstream_TMVA --- Factory : TrackP: +0.302 --- Factory : TrackPt: +0.497 --- Factory : TrackChi2PerDof: -0.281 --- Factory : TrackNumDof: +0.042 --- Factory : TrackGhostProbability: -0.000 --- Factory : TrackFitTChi2: -0.095 --- Factory : TrackFitTNDoF: +0.026 --- Factory : RichUsedR1Gas: +0.008 --- Factory : RichUsedR2Gas: +0.327 --- Factory : RichAbovePiThres: +0.141 --- Factory : RichAboveKaThres: +0.324 --- Factory : RichAbovePrThres: +0.457 --- Factory : RichDLLe: +0.128 --- Factory : RichDLLmu: +0.109 --- Factory : RichDLLk: +0.155 --- Factory : RichDLLp: +0.189 --- Factory : RichDLLbt: +0.189 --- Factory : MuonBkgLL: -0.105 --- Factory : MuonMuLL: -0.105 --- Factory : MuonIsMuon: -0.106 --- Factory : MuonNShared: -0.084 --- Factory : InAccMuon: +0.201 --- Factory : MuonIsLooseMuon: -0.105 --- Factory : InAccEcal: +0.095 --- Factory : EcalPIDe: +0.094 --- Factory : EcalPIDmu: +0.095 --- Factory : InAccHcal: +0.092 --- Factory : HcalPIDe: +0.092 --- Factory : HcalPIDmu: +0.092 --- Factory : PrsPIDe: +0.116 --- Factory : ---------------------------------------------- --- Factory : --- Factory : Correlations between input variables and MVA response (background): --- Factory : ---------------------------------------------- --- Factory : Proton_Downstream_TMVA --- Factory : TrackP: +0.027 --- Factory : TrackPt: +0.065 --- Factory : TrackChi2PerDof: +0.000 --- Factory : TrackNumDof: +0.021 --- Factory : TrackGhostProbability: -0.005 --- Factory : TrackFitTChi2: -0.004 --- Factory : TrackFitTNDoF: -0.003 --- Factory : RichUsedR1Gas: +0.000 --- Factory : RichUsedR2Gas: +0.000 --- Factory : RichAbovePiThres: +0.000 --- Factory : RichAboveKaThres: +0.000 --- Factory : RichAbovePrThres: +0.000 --- Factory : RichDLLe: +0.112 --- Factory : RichDLLmu: +0.107 --- Factory : RichDLLk: +0.123 --- Factory : RichDLLp: +0.125 --- Factory : RichDLLbt: +0.126 --- Factory : MuonBkgLL: -0.045 --- Factory : MuonMuLL: -0.045 --- Factory : MuonIsMuon: +0.000 --- Factory : MuonNShared: -0.024 --- Factory : InAccMuon: +0.000 --- Factory : MuonIsLooseMuon: +0.000 --- Factory : InAccEcal: +0.000 --- Factory : EcalPIDe: +0.062 --- Factory : EcalPIDmu: +0.063 --- Factory : InAccHcal: +0.000 --- Factory : HcalPIDe: +0.067 --- Factory : HcalPIDmu: +0.067 --- Factory : PrsPIDe: +0.070 --- Factory : ---------------------------------------------- --- Factory : --- Factory : The following "overlap" matrices contain the fraction of events for which --- Factory : the MVAs 'i' and 'j' have returned conform answers about "signal-likeness" --- Factory : An event is signal-like, if its MVA output exceeds the following value: --- Factory : ----------------------------------------------- --- Factory : Method: Cut value: --- Factory : ----------------------------------------------- --- Factory : Proton_Downstream_TMVA: +0.070 --- Factory : ----------------------------------------------- --- Factory : which correspond to the working point: eff(signal) = 1 - eff(background) --- Factory : --- Factory : Evaluation results ranked by best signal efficiency and purity (area) --- Factory : -------------------------------------------------------------------------------- --- Factory : MVA Signal efficiency at bkg eff.(error): | Sepa- Signifi- --- Factory : Method: @B=0.01 @B=0.10 @B=0.30 ROC-integ. | ration: cance: --- Factory : -------------------------------------------------------------------------------- --- Factory : Proton_Downstream_TMVA: 0.276(01) 0.690(01) 0.884(01) 0.892 | 0.470 1.028 --- Factory : -------------------------------------------------------------------------------- --- Factory : --- Factory : Testing efficiency compared to training efficiency (overtraining check) --- Factory : -------------------------------------------------------------------------------- --- Factory : MVA Signal efficiency: from test sample (from training sample) --- Factory : Method: @B=0.01 @B=0.10 @B=0.30 --- Factory : -------------------------------------------------------------------------------- --- Factory : Proton_Downstream_TMVA: 0.276 (0.274) 0.690 (0.691) 0.884 (0.885) --- Factory : -------------------------------------------------------------------------------- --- Factory : --- Dataset:Default : Created tree 'TestTree' with 1156937 events --- Dataset:Default : Created tree 'TrainTree' with 2700000 events --- Factory : --- Factory : Thank you for using TMVA! --- Factory : For citation information, please visit: http://tmva.sf.net/citeTMVA.html 2016-02-14 18:01:03 | ... Complete :) 2016-02-14 18:01:03 | Finished... 2016-02-14 18:01:07 | Cache directory = '/var/work/jonesc/ANNPID-DataCache' Warning in : class pair found in libEventPackerDict.so is already in libPhysEventDict.so 2016-02-14 18:01:13 | Network Config file = /usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTks-EvalPhysTks-ReweightRICH2/GhostAccFrac0.1/ProtonAccFrac1.0/KaonAccFrac1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/GlobalPID_Proton_Downstream_ANN.txt 2016-02-14 18:01:13 | Training parameters file = /usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTks-EvalPhysTks-ReweightRICH2/GhostAccFrac0.1/ProtonAccFrac1.0/KaonAccFrac1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/train-config.txt 2016-02-14 18:01:13 | Particle type = Proton 2016-02-14 18:01:13 | Background types = All 2016-02-14 18:01:13 | Training Mix = NaturalMix 2016-02-14 18:01:13 | Track type = Downstream 2016-02-14 18:01:13 | Track PresSel = NoTrackPreSelection.txt 2016-02-14 18:01:13 | Network type = TMVA 2016-02-14 18:01:13 | Ghost treatment = Ghosts Ghosts 2016-02-14 18:01:13 | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2016-02-14 18:01:13 | Reweighting = ReweightRICH2 2016-02-14 18:01:13 | Output file = GlobalPID_Proton_Downstream_TMVA.weights.xml 2016-02-14 18:01:13 | Skipping input #TrackCloneDist 2016-02-14 18:01:13 | Skipping input #RichAboveElThres 2016-02-14 18:01:13 | Skipping input #RichAboveMuThres 2016-02-14 18:01:13 | Creating selection from 'NoTrackPreSelection.txt' 2016-02-14 18:01:13 | -> # very very loose. Essentially no cuts 2016-02-14 18:01:13 | -> TrackP > 0 2016-02-14 18:01:13 | -> TrackPt > 0 2016-02-14 18:01:13 | Creating selection from 'AllPhysTracksInEvent.txt' 2016-02-14 18:01:13 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2016-02-14 18:01:13 | Training sample size (excluding ghosts) = 1800000 2016-02-14 18:01:13 | Evaluation sample size = 10000000 2016-02-14 18:01:13 | Reading Parameters file = /usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTks-EvalPhysTks-ReweightRICH2/GhostAccFrac0.1/ProtonAccFrac1.0/KaonAccFrac1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/MVA.txt 2016-02-14 18:01:13 | -> NBTASK = CLA 2016-02-14 18:01:13 | -> NBMOM = 0.0 2016-02-14 18:01:13 | -> NBREG = ALL 2016-02-14 18:01:13 | -> TMVAVALIDATIONFRAC = 0.3 2016-02-14 18:01:13 | -> TMVATESTFRAC = 0.3 2016-02-14 18:01:13 | -> MaxTrainSizeFactor = 1.5 2016-02-14 18:01:13 | -> HiddenLayerScaleFactor = 1.3 2016-02-14 18:01:13 | -> GhostAcceptFraction = 0.1 2016-02-14 18:01:13 | -> KaonAcceptFraction = 1.0 2016-02-14 18:01:13 | -> ProtonAcceptFraction = 1.0 2016-02-14 18:01:13 | -> ReuseTrainingFiles = 0 2016-02-14 18:01:13 | -> TrainingYear = MC12 2016-02-14 18:01:13 | -> TMVAMETHOD = MLP 2016-02-14 18:01:13 | -> TMVAUSEREGULATOR = false 2016-02-14 18:01:13 | -> TMVAMLPNCYCLES = 750 2016-02-14 18:01:13 | -> TMVAVARTRANSFORM = Norm 2016-02-14 18:01:13 | -> TMVAMLPNEURONTYPE = tanh 2016-02-14 18:01:13 | -> TMVAMLPMETHOD = BP 2016-02-14 18:01:13 | -> TMVAMLPESTIMATORTYPE = CE 2016-02-14 18:01:13 | -> TMVAMLPCONVIMPROVE = 1e-16 2016-02-14 18:01:13 | -> TMVAMLPCONVTEST = 15 2016-02-14 18:01:13 | -> TMVABDTBOOSTTYPE = AdaBoost 2016-02-14 18:01:13 | -> TMVABDTNTREES = 800 2016-02-14 18:01:13 | -> TMVABDTPRUNEMETHOD = CostComplexity 2016-02-14 18:01:13 | -> TMVABDTMAXTREEDEPTH = 3 2016-02-14 18:01:13 | Reading Parameters file = Eval.txt 2016-02-14 18:01:13 | -> EVALMODE = EvalWithPreSel 2016-02-14 18:01:13 | -> EVALDATA = Mixture 2016-02-14 18:01:13 | -> EVALYEAR = MC12 2016-02-14 18:01:13 | Node layer two scale = 1.3 2016-02-14 18:01:13 | Input layer has 31 nodes, hidden layer has 39 nodes 2016-02-14 18:01:13 | Ghost Accept Fraction = 0.1 2016-02-14 18:01:13 | Proton Accept Fraction = 1 2016-02-14 18:01:13 | Kaon Accept Fraction = 1 2016-02-14 18:01:13 | Max Training sample size (with ghosts) = 2700000 2016-02-14 18:01:13 | Training data year = MC12 2016-02-14 18:01:13 | Evaluation data year = MC12 2016-02-14 18:01:13 | Creating training MC12 RICH2 reweighting selection 2016-02-14 18:01:13 | Input Data file = TrainingFiles-Mixture.txt 2016-02-14 18:01:13 | Using 4496 data files 2016-02-14 18:01:13 | Training Datafile Selection hash = 10023981467298386733 2016-02-14 18:01:13 | Using training file (1/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.75.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:13 | -> Pre-selected 3545 entries from 16272 ( 21.7859 % ) 2016-02-14 18:01:14 | -> Selected 3545 entries ( 21.7859 % ). Overall 2144 ( 0.119111 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:14 | Using training file (2/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.32.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:14 | -> Pre-selected 10326 entries from 46459 ( 22.226 % ) 2016-02-14 18:01:14 | -> Selected 10326 entries ( 22.226 % ). Overall 8507 ( 0.472611 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:14 | Using training file (3/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.65.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:15 | -> Pre-selected 41145 entries from 184086 ( 22.351 % ) 2016-02-14 18:01:17 | -> Selected 41145 entries ( 22.351 % ). Overall 33996 ( 1.88867 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:17 | Using training file (4/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.11.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:17 | -> Pre-selected 9597 entries from 43247 ( 22.1911 % ) 2016-02-14 18:01:18 | -> Selected 9597 entries ( 22.1911 % ). Overall 39885 ( 2.21583 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:18 | Using training file (5/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.32.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:18 | -> Pre-selected 25437 entries from 111347 ( 22.8448 % ) 2016-02-14 18:01:20 | -> Selected 25437 entries ( 22.8448 % ). Overall 55715 ( 3.09528 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:20 | Using training file (6/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.148.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:20 | -> Pre-selected 24255 entries from 106279 ( 22.822 % ) 2016-02-14 18:01:21 | -> Selected 24255 entries ( 22.822 % ). Overall 70884 ( 3.938 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:21 | Using training file (7/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.32.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:21 | -> Pre-selected 19683 entries from 88900 ( 22.1406 % ) 2016-02-14 18:01:23 | -> Selected 19683 entries ( 22.1406 % ). Overall 82818 ( 4.601 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:23 | Using training file (8/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.26.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:23 | -> Pre-selected 35346 entries from 156586 ( 22.5729 % ) 2016-02-14 18:01:25 | -> Selected 35346 entries ( 22.5729 % ). Overall 104676 ( 5.81533 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:25 | Using training file (9/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.44.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:25 | -> Pre-selected 10258 entries from 45154 ( 22.7178 % ) 2016-02-14 18:01:26 | -> Selected 10258 entries ( 22.7178 % ). Overall 111053 ( 6.16961 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:26 | Using training file (10/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.52.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:26 | -> Pre-selected 20459 entries from 92133 ( 22.2059 % ) 2016-02-14 18:01:27 | -> Selected 20459 entries ( 22.2059 % ). Overall 123531 ( 6.86283 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:27 | Using training file (11/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.258.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:27 | -> Pre-selected 41253 entries from 184349 ( 22.3777 % ) 2016-02-14 18:01:30 | -> Selected 41253 entries ( 22.3777 % ). Overall 148892 ( 8.27178 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:30 | Using training file (12/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.31.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:30 | -> Pre-selected 35717 entries from 164189 ( 21.7536 % ) 2016-02-14 18:01:32 | -> Selected 35717 entries ( 21.7536 % ). Overall 170325 ( 9.4625 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:32 | Using training file (13/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.139.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:33 | -> Pre-selected 9157 entries from 41321 ( 22.1606 % ) 2016-02-14 18:01:33 | -> Selected 9157 entries ( 22.1606 % ). Overall 175932 ( 9.774 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:33 | Using training file (14/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:33 | -> Pre-selected 23493 entries from 102663 ( 22.8836 % ) 2016-02-14 18:01:35 | -> Selected 23493 entries ( 22.8836 % ). Overall 190602 ( 10.589 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:35 | Using training file (15/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.143.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:35 | -> Pre-selected 6292 entries from 27929 ( 22.5286 % ) 2016-02-14 18:01:35 | -> Selected 6292 entries ( 22.5286 % ). Overall 194506 ( 10.8059 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:35 | Using training file (16/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.231.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:35 | -> Pre-selected 40968 entries from 182023 ( 22.507 % ) 2016-02-14 18:01:38 | -> Selected 40968 entries ( 22.507 % ). Overall 219744 ( 12.208 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:38 | Using training file (17/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.61.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:38 | -> Pre-selected 1677 entries from 7479 ( 22.4228 % ) 2016-02-14 18:01:38 | -> Selected 1677 entries ( 22.4228 % ). Overall 220789 ( 12.2661 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:38 | Using training file (18/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.110.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:38 | -> Pre-selected 8305 entries from 37377 ( 22.2195 % ) 2016-02-14 18:01:39 | -> Selected 8305 entries ( 22.2195 % ). Overall 225849 ( 12.5472 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:39 | Using training file (19/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.69.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:39 | -> Pre-selected 22783 entries from 99281 ( 22.948 % ) 2016-02-14 18:01:40 | -> Selected 22783 entries ( 22.948 % ). Overall 240104 ( 13.3391 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:40 | Using training file (20/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.84.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:40 | -> Pre-selected 18921 entries from 82446 ( 22.9496 % ) 2016-02-14 18:01:42 | -> Selected 18921 entries ( 22.9496 % ). Overall 252042 ( 14.0023 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:42 | Using training file (21/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Zgee40GeV/ANNPID.16.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:42 | -> Pre-selected 24042 entries from 106607 ( 22.552 % ) 2016-02-14 18:01:43 | -> Selected 24042 entries ( 22.552 % ). Overall 266921 ( 14.8289 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:43 | Using training file (22/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.141.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:43 | -> Pre-selected 7346 entries from 33302 ( 22.0587 % ) 2016-02-14 18:01:44 | -> Selected 7346 entries ( 22.0587 % ). Overall 271444 ( 15.0802 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:44 | Using training file (23/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.24.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:44 | -> Pre-selected 24579 entries from 107649 ( 22.8325 % ) 2016-02-14 18:01:45 | -> Selected 24579 entries ( 22.8325 % ). Overall 286803 ( 15.9335 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:45 | Using training file (24/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.149.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:46 | -> Pre-selected 9446 entries from 43291 ( 21.8198 % ) 2016-02-14 18:01:46 | -> Selected 9446 entries ( 21.8198 % ). Overall 292453 ( 16.2474 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:46 | Using training file (25/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.39.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:46 | -> Pre-selected 33164 entries from 148928 ( 22.2685 % ) 2016-02-14 18:01:48 | -> Selected 33164 entries ( 22.2685 % ). Overall 312762 ( 17.3757 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:48 | Using training file (26/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.203.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:49 | -> Pre-selected 24376 entries from 107004 ( 22.7805 % ) 2016-02-14 18:01:50 | -> Selected 24376 entries ( 22.7805 % ). Overall 327831 ( 18.2128 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:50 | Using training file (27/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.56.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:50 | -> Pre-selected 37899 entries from 172360 ( 21.9883 % ) 2016-02-14 18:01:53 | -> Selected 37899 entries ( 21.9883 % ). Overall 351039 ( 19.5022 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:53 | Using training file (28/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bs4mu/ANNPID.33.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:53 | -> Pre-selected 17467 entries from 78078 ( 22.3712 % ) 2016-02-14 18:01:54 | -> Selected 17467 entries ( 22.3712 % ). Overall 361594 ( 20.0886 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:54 | Using training file (29/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.3.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:54 | -> Pre-selected 4651 entries from 20292 ( 22.9204 % ) 2016-02-14 18:01:54 | -> Selected 4651 entries ( 22.9204 % ). Overall 364495 ( 20.2497 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:54 | Using training file (30/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.30.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:54 | -> Pre-selected 6230 entries from 27061 ( 23.0221 % ) 2016-02-14 18:01:55 | -> Selected 6230 entries ( 23.0221 % ). Overall 368377 ( 20.4654 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:55 | Using training file (31/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:55 | -> Pre-selected 10098 entries from 43522 ( 23.2021 % ) 2016-02-14 18:01:55 | -> Selected 10098 entries ( 23.2021 % ). Overall 374779 ( 20.8211 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:55 | Using training file (32/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.33.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:56 | -> Pre-selected 27040 entries from 123041 ( 21.9764 % ) 2016-02-14 18:01:57 | -> Selected 27040 entries ( 21.9764 % ). Overall 391213 ( 21.7341 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:57 | Using training file (33/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.28.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:57 | -> Pre-selected 4273 entries from 19003 ( 22.4859 % ) 2016-02-14 18:01:58 | -> Selected 4273 entries ( 22.4859 % ). Overall 393894 ( 21.883 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:58 | Using training file (34/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.200.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:58 | -> Pre-selected 10225 entries from 44780 ( 22.8339 % ) 2016-02-14 18:01:58 | -> Selected 10225 entries ( 22.8339 % ). Overall 400258 ( 22.2366 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:01:58 | Using training file (35/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.126.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:01:58 | -> Pre-selected 29525 entries from 132557 ( 22.2734 % ) 2016-02-14 18:02:00 | -> Selected 29525 entries ( 22.2734 % ). Overall 418306 ( 23.2392 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:00 | Using training file (36/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.13.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:00 | -> Pre-selected 1138 entries from 4992 ( 22.7965 % ) 2016-02-14 18:02:00 | -> Selected 1138 entries ( 22.7965 % ). Overall 419013 ( 23.2785 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:00 | Using training file (37/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.78.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:01 | -> Pre-selected 4826 entries from 20809 ( 23.1919 % ) 2016-02-14 18:02:01 | -> Selected 4826 entries ( 23.1919 % ). Overall 422004 ( 23.4447 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:01 | Using training file (38/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.261.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:01 | -> Pre-selected 61 entries from 269 ( 22.6766 % ) 2016-02-14 18:02:01 | -> Selected 61 entries ( 22.6766 % ). Overall 422040 ( 23.4467 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:01 | Using training file (39/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.153.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:01 | -> Pre-selected 6850 entries from 30391 ( 22.5396 % ) 2016-02-14 18:02:01 | -> Selected 6850 entries ( 22.5396 % ). Overall 426276 ( 23.682 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:01 | Using training file (40/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.294.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:01 | -> Pre-selected 27338 entries from 122744 ( 22.2724 % ) 2016-02-14 18:02:03 | -> Selected 27338 entries ( 22.2724 % ). Overall 443067 ( 24.6148 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:03 | Using training file (41/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.172.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:03 | -> Pre-selected 29805 entries from 134679 ( 22.1304 % ) 2016-02-14 18:02:05 | -> Selected 29805 entries ( 22.1304 % ). Overall 461369 ( 25.6316 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:05 | Using training file (42/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.56.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:05 | -> Pre-selected 19284 entries from 85432 ( 22.5723 % ) 2016-02-14 18:02:07 | -> Selected 19284 entries ( 22.5723 % ). Overall 473245 ( 26.2914 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:07 | Using training file (43/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.58.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:07 | -> Pre-selected 5422 entries from 24322 ( 22.2926 % ) 2016-02-14 18:02:07 | -> Selected 5422 entries ( 22.2926 % ). Overall 476559 ( 26.4755 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:07 | Using training file (44/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.54.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:07 | -> Pre-selected 26019 entries from 119398 ( 21.7918 % ) 2016-02-14 18:02:09 | -> Selected 26019 entries ( 21.7918 % ). Overall 492257 ( 27.3476 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:09 | Using training file (45/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.43.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:09 | -> Pre-selected 7194 entries from 32287 ( 22.2814 % ) 2016-02-14 18:02:09 | -> Selected 7194 entries ( 22.2814 % ). Overall 496619 ( 27.5899 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:09 | Using training file (46/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaMuMu/ANNPID.36.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:09 | -> Pre-selected 23086 entries from 100641 ( 22.939 % ) 2016-02-14 18:02:11 | -> Selected 23086 entries ( 22.939 % ). Overall 511096 ( 28.3942 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:11 | Using training file (47/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.40.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:11 | -> Pre-selected 36486 entries from 166362 ( 21.9317 % ) 2016-02-14 18:02:13 | -> Selected 36486 entries ( 21.9317 % ). Overall 533207 ( 29.6226 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:13 | Using training file (48/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.2.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:13 | -> Pre-selected 8190 entries from 36661 ( 22.3398 % ) 2016-02-14 18:02:14 | -> Selected 8190 entries ( 22.3398 % ). Overall 538275 ( 29.9042 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:14 | Using training file (49/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.25.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:14 | -> Pre-selected 21881 entries from 99360 ( 22.0219 % ) 2016-02-14 18:02:16 | -> Selected 21881 entries ( 22.0219 % ). Overall 551594 ( 30.6441 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:16 | Using training file (50/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.289.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:16 | -> Pre-selected 27764 entries from 123573 ( 22.4677 % ) 2016-02-14 18:02:17 | -> Selected 27764 entries ( 22.4677 % ). Overall 568636 ( 31.5909 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:17 | Using training file (51/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.15.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:17 | -> Pre-selected 8815 entries from 39979 ( 22.0491 % ) 2016-02-14 18:02:18 | -> Selected 8815 entries ( 22.0491 % ). Overall 573961 ( 31.8867 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:18 | Using training file (52/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.31.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:18 | -> Pre-selected 8894 entries from 40620 ( 21.8956 % ) 2016-02-14 18:02:19 | -> Selected 8894 entries ( 21.8956 % ). Overall 579399 ( 32.1888 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:19 | Using training file (53/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BsD0PhiKpi/ANNPID.9.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:19 | -> Pre-selected 8848 entries from 38555 ( 22.949 % ) 2016-02-14 18:02:19 | -> Selected 8848 entries ( 22.949 % ). Overall 584917 ( 32.4954 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:19 | Using training file (54/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.8.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:19 | -> Pre-selected 2056 entries from 9532 ( 21.5695 % ) 2016-02-14 18:02:19 | -> Selected 2056 entries ( 21.5695 % ). Overall 586079 ( 32.5599 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:19 | Using training file (55/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.12.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:20 | -> Pre-selected 19343 entries from 88063 ( 21.965 % ) 2016-02-14 18:02:21 | -> Selected 19343 entries ( 21.965 % ). Overall 597911 ( 33.2173 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:21 | Using training file (56/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.136.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:21 | -> Pre-selected 749 entries from 3097 ( 24.1847 % ) 2016-02-14 18:02:21 | -> Selected 749 entries ( 24.1847 % ). Overall 598361 ( 33.2423 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:21 | Using training file (57/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.165.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:21 | -> Pre-selected 41139 entries from 184043 ( 22.3529 % ) 2016-02-14 18:02:24 | -> Selected 41139 entries ( 22.3529 % ). Overall 623524 ( 34.6402 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:24 | Using training file (58/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.107.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:24 | -> Pre-selected 33324 entries from 151904 ( 21.9375 % ) 2016-02-14 18:02:26 | -> Selected 33324 entries ( 21.9375 % ). Overall 643762 ( 35.7646 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:26 | Using training file (59/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.40.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:26 | -> Pre-selected 26720 entries from 115282 ( 23.1779 % ) 2016-02-14 18:02:28 | -> Selected 26720 entries ( 23.1779 % ). Overall 660431 ( 36.6906 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:28 | Using training file (60/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.86.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:28 | -> Pre-selected 6238 entries from 27254 ( 22.8884 % ) 2016-02-14 18:02:28 | -> Selected 6238 entries ( 22.8884 % ). Overall 664228 ( 36.9016 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:28 | Using training file (61/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.135.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:28 | -> Pre-selected 39072 entries from 177011 ( 22.0732 % ) 2016-02-14 18:02:31 | -> Selected 39072 entries ( 22.0732 % ). Overall 687968 ( 38.2204 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:31 | Using training file (62/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.4.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:31 | -> Pre-selected 13896 entries from 62057 ( 22.3923 % ) 2016-02-14 18:02:32 | -> Selected 13896 entries ( 22.3923 % ). Overall 696427 ( 38.6904 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:32 | Using training file (63/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.80.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:32 | -> Pre-selected 13070 entries from 56431 ( 23.161 % ) 2016-02-14 18:02:33 | -> Selected 13070 entries ( 23.161 % ). Overall 704620 ( 39.1456 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:33 | Using training file (64/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.96.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:33 | -> Pre-selected 3314 entries from 14165 ( 23.3957 % ) 2016-02-14 18:02:33 | -> Selected 3314 entries ( 23.3957 % ). Overall 706699 ( 39.2611 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:33 | Using training file (65/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.71.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:33 | -> Pre-selected 9118 entries from 41509 ( 21.9663 % ) 2016-02-14 18:02:34 | -> Selected 9118 entries ( 21.9663 % ). Overall 712207 ( 39.5671 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:34 | Using training file (66/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:34 | -> Pre-selected 19596 entries from 90125 ( 21.7431 % ) 2016-02-14 18:02:35 | -> Selected 19596 entries ( 21.7431 % ). Overall 724020 ( 40.2233 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:35 | Using training file (67/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.23.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:35 | -> Pre-selected 6067 entries from 25655 ( 23.6484 % ) 2016-02-14 18:02:35 | -> Selected 6067 entries ( 23.6484 % ). Overall 727800 ( 40.4333 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:36 | Using training file (68/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKa/ANNPID.62.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:36 | -> Pre-selected 38828 entries from 176839 ( 21.9567 % ) 2016-02-14 18:02:38 | -> Selected 38828 entries ( 21.9567 % ). Overall 751347 ( 41.7415 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:38 | Using training file (69/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.39.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:38 | -> Pre-selected 6462 entries from 28928 ( 22.3382 % ) 2016-02-14 18:02:39 | -> Selected 6462 entries ( 22.3382 % ). Overall 755210 ( 41.9561 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:39 | Using training file (70/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.29.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:39 | -> Pre-selected 2809 entries from 12090 ( 23.2341 % ) 2016-02-14 18:02:39 | -> Selected 2809 entries ( 23.2341 % ). Overall 757041 ( 42.0578 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:39 | Using training file (71/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.145.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:39 | -> Pre-selected 4277 entries from 18691 ( 22.8827 % ) 2016-02-14 18:02:39 | -> Selected 4277 entries ( 22.8827 % ). Overall 759710 ( 42.2061 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:39 | Using training file (72/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.119.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:39 | -> Pre-selected 9871 entries from 45241 ( 21.8187 % ) 2016-02-14 18:02:40 | -> Selected 9871 entries ( 21.8187 % ). Overall 765640 ( 42.5356 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:40 | Using training file (73/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:40 | -> Pre-selected 7694 entries from 34336 ( 22.408 % ) 2016-02-14 18:02:40 | -> Selected 7694 entries ( 22.408 % ). Overall 770368 ( 42.7982 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:40 | Using training file (74/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:41 | -> Pre-selected 41179 entries from 182735 ( 22.5348 % ) 2016-02-14 18:02:43 | -> Selected 41179 entries ( 22.5348 % ). Overall 795753 ( 44.2085 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:43 | Using training file (75/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.284.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:43 | -> Pre-selected 4249 entries from 18859 ( 22.5304 % ) 2016-02-14 18:02:44 | -> Selected 4249 entries ( 22.5304 % ). Overall 798439 ( 44.3577 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:44 | Using training file (76/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.128.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:44 | -> Pre-selected 12193 entries from 54053 ( 22.5575 % ) 2016-02-14 18:02:44 | -> Selected 12193 entries ( 22.5575 % ). Overall 806055 ( 44.7808 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:44 | Using training file (77/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.200.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:45 | -> Pre-selected 25921 entries from 116871 ( 22.1792 % ) 2016-02-14 18:02:46 | -> Selected 25921 entries ( 22.1792 % ). Overall 821800 ( 45.6556 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:46 | Using training file (78/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.127.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:46 | -> Pre-selected 35136 entries from 158981 ( 22.1008 % ) 2016-02-14 18:02:49 | -> Selected 35136 entries ( 22.1008 % ). Overall 843046 ( 46.8359 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:49 | Using training file (79/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bs4mu/ANNPID.66.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:49 | -> Pre-selected 5963 entries from 26914 ( 22.1558 % ) 2016-02-14 18:02:49 | -> Selected 5963 entries ( 22.1558 % ). Overall 846767 ( 47.0426 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:49 | Using training file (80/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.204.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:49 | -> Pre-selected 20178 entries from 90647 ( 22.26 % ) 2016-02-14 18:02:50 | -> Selected 20178 entries ( 22.26 % ). Overall 859082 ( 47.7268 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:50 | Using training file (81/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.22.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:51 | -> Pre-selected 39310 entries from 178281 ( 22.0495 % ) 2016-02-14 18:02:53 | -> Selected 39310 entries ( 22.0495 % ). Overall 883204 ( 49.0669 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:53 | Using training file (82/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.244.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:53 | -> Pre-selected 34644 entries from 157258 ( 22.03 % ) 2016-02-14 18:02:55 | -> Selected 34644 entries ( 22.03 % ). Overall 904316 ( 50.2398 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:55 | Using training file (83/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.28.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:56 | -> Pre-selected 13698 entries from 60612 ( 22.5995 % ) 2016-02-14 18:02:56 | -> Selected 13698 entries ( 22.5995 % ). Overall 912641 ( 50.7023 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:56 | Using training file (84/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.107.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:56 | -> Pre-selected 3106 entries from 13816 ( 22.4812 % ) 2016-02-14 18:02:57 | -> Selected 3106 entries ( 22.4812 % ). Overall 914572 ( 50.8096 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:57 | Using training file (85/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.270.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:57 | -> Pre-selected 25602 entries from 109698 ( 23.3386 % ) 2016-02-14 18:02:58 | -> Selected 25602 entries ( 23.3386 % ). Overall 930718 ( 51.7066 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:58 | Using training file (86/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.77.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:58 | -> Pre-selected 8667 entries from 39154 ( 22.1357 % ) 2016-02-14 18:02:59 | -> Selected 8667 entries ( 22.1357 % ). Overall 936056 ( 52.0031 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:02:59 | Using training file (87/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.66.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:02:59 | -> Pre-selected 37991 entries from 172270 ( 22.0532 % ) 2016-02-14 18:03:02 | -> Selected 37991 entries ( 22.0532 % ). Overall 959037 ( 53.2798 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:02 | Using training file (88/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.46.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:02 | -> Pre-selected 34814 entries from 159125 ( 21.8784 % ) 2016-02-14 18:03:04 | -> Selected 34814 entries ( 21.8784 % ). Overall 980183 ( 54.4546 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:04 | Using training file (89/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.71.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:04 | -> Pre-selected 5086 entries from 23781 ( 21.3868 % ) 2016-02-14 18:03:04 | -> Selected 5086 entries ( 21.3868 % ). Overall 983154 ( 54.6197 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:04 | Using training file (90/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.60.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:05 | -> Pre-selected 4999 entries from 21596 ( 23.1478 % ) 2016-02-14 18:03:05 | -> Selected 4999 entries ( 23.1478 % ). Overall 986321 ( 54.7956 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:05 | Using training file (91/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.20.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:05 | -> Pre-selected 41473 entries from 183285 ( 22.6276 % ) 2016-02-14 18:03:08 | -> Selected 41473 entries ( 22.6276 % ). Overall 1011857 ( 56.2143 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:08 | Using training file (92/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.35.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:08 | -> Pre-selected 11314 entries from 49137 ( 23.0254 % ) 2016-02-14 18:03:08 | -> Selected 11314 entries ( 23.0254 % ). Overall 1018835 ( 56.6019 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:08 | Using training file (93/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.48.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:08 | -> Pre-selected 15977 entries from 71070 ( 22.4807 % ) 2016-02-14 18:03:09 | -> Selected 15977 entries ( 22.4807 % ). Overall 1028562 ( 57.1423 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:09 | Using training file (94/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.13.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:09 | -> Pre-selected 13268 entries from 60011 ( 22.1093 % ) 2016-02-14 18:03:10 | -> Selected 13268 entries ( 22.1093 % ). Overall 1036683 ( 57.5935 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:10 | Using training file (95/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.115.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:10 | -> Pre-selected 9914 entries from 45095 ( 21.9847 % ) 2016-02-14 18:03:11 | -> Selected 9914 entries ( 21.9847 % ). Overall 1042690 ( 57.9272 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:11 | Using training file (96/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:11 | -> Pre-selected 6268 entries from 27844 ( 22.5111 % ) 2016-02-14 18:03:11 | -> Selected 6268 entries ( 22.5111 % ). Overall 1046506 ( 58.1392 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:11 | Using training file (97/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.76.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:12 | -> Pre-selected 13715 entries from 61275 ( 22.3827 % ) 2016-02-14 18:03:13 | -> Selected 13715 entries ( 22.3827 % ). Overall 1055055 ( 58.6142 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:13 | Using training file (98/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.181.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:13 | -> Pre-selected 14197 entries from 64741 ( 21.9289 % ) 2016-02-14 18:03:14 | -> Selected 14197 entries ( 21.9289 % ). Overall 1063790 ( 59.0994 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:14 | Using training file (99/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.112.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:14 | -> Pre-selected 39364 entries from 177567 ( 22.1685 % ) 2016-02-14 18:03:16 | -> Selected 39364 entries ( 22.1685 % ). Overall 1087634 ( 60.4241 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:16 | Using training file (100/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.23.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:16 | -> Pre-selected 6325 entries from 29608 ( 21.3625 % ) 2016-02-14 18:03:17 | -> Selected 6325 entries ( 21.3625 % ). Overall 1091443 ( 60.6357 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:17 | Using training file (101/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.20.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:17 | -> Pre-selected 6115 entries from 26345 ( 23.2112 % ) 2016-02-14 18:03:17 | -> Selected 6115 entries ( 23.2112 % ). Overall 1095188 ( 60.8438 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:17 | Using training file (102/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.187.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:17 | -> Pre-selected 8606 entries from 38043 ( 22.6218 % ) 2016-02-14 18:03:18 | -> Selected 8606 entries ( 22.6218 % ). Overall 1100431 ( 61.1351 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:18 | Using training file (103/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.46.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:18 | -> Pre-selected 13015 entries from 57005 ( 22.8313 % ) 2016-02-14 18:03:19 | -> Selected 13015 entries ( 22.8313 % ). Overall 1108419 ( 61.5788 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:19 | Using training file (104/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKa/ANNPID.37.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:19 | -> Pre-selected 23835 entries from 105021 ( 22.6955 % ) 2016-02-14 18:03:20 | -> Selected 23835 entries ( 22.6955 % ). Overall 1123335 ( 62.4075 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:20 | Using training file (105/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.157.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:21 | -> Pre-selected 9856 entries from 44021 ( 22.3893 % ) 2016-02-14 18:03:21 | -> Selected 9856 entries ( 22.3893 % ). Overall 1129257 ( 62.7365 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:21 | Using training file (106/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.147.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:21 | -> Pre-selected 6512 entries from 28974 ( 22.4753 % ) 2016-02-14 18:03:22 | -> Selected 6512 entries ( 22.4753 % ). Overall 1133368 ( 62.9649 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:22 | Using training file (107/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.29.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:22 | -> Pre-selected 2375 entries from 10520 ( 22.576 % ) 2016-02-14 18:03:22 | -> Selected 2375 entries ( 22.576 % ). Overall 1134832 ( 63.0462 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:22 | Using training file (108/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:22 | -> Pre-selected 8387 entries from 37555 ( 22.3326 % ) 2016-02-14 18:03:23 | -> Selected 8387 entries ( 22.3326 % ). Overall 1140014 ( 63.3341 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:23 | Using training file (109/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.39.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:23 | -> Pre-selected 9528 entries from 43746 ( 21.7803 % ) 2016-02-14 18:03:23 | -> Selected 9528 entries ( 21.7803 % ). Overall 1145759 ( 63.6533 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:23 | Using training file (110/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.75.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:23 | -> Pre-selected 9323 entries from 42755 ( 21.8056 % ) 2016-02-14 18:03:24 | -> Selected 9323 entries ( 21.8056 % ). Overall 1151380 ( 63.9656 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:24 | Using training file (111/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.25.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:24 | -> Pre-selected 11385 entries from 51829 ( 21.9665 % ) 2016-02-14 18:03:25 | -> Selected 11385 entries ( 21.9665 % ). Overall 1158324 ( 64.3513 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:25 | Using training file (112/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Tau3mu/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:25 | -> Pre-selected 6302 entries from 27521 ( 22.8989 % ) 2016-02-14 18:03:25 | -> Selected 6302 entries ( 22.8989 % ). Overall 1162269 ( 64.5705 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:25 | Using training file (113/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.70.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:25 | -> Pre-selected 8782 entries from 40394 ( 21.7409 % ) 2016-02-14 18:03:26 | -> Selected 8782 entries ( 21.7409 % ). Overall 1167538 ( 64.8632 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:26 | Using training file (114/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.250.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:26 | -> Pre-selected 27883 entries from 127279 ( 21.907 % ) 2016-02-14 18:03:28 | -> Selected 27883 entries ( 21.907 % ). Overall 1184510 ( 65.8061 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:28 | Using training file (115/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.100.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:28 | -> Pre-selected 24717 entries from 107345 ( 23.0258 % ) 2016-02-14 18:03:29 | -> Selected 24717 entries ( 23.0258 % ). Overall 1200005 ( 66.6669 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:29 | Using training file (116/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.56.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:29 | -> Pre-selected 17426 entries from 79482 ( 21.9245 % ) 2016-02-14 18:03:31 | -> Selected 17426 entries ( 21.9245 % ). Overall 1210558 ( 67.2532 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:31 | Using training file (117/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.101.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:31 | -> Pre-selected 24263 entries from 107528 ( 22.5644 % ) 2016-02-14 18:03:32 | -> Selected 24263 entries ( 22.5644 % ). Overall 1225587 ( 68.0882 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:32 | Using training file (118/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.130.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:32 | -> Pre-selected 2822 entries from 12051 ( 23.4171 % ) 2016-02-14 18:03:33 | -> Selected 2822 entries ( 23.4171 % ). Overall 1227373 ( 68.1874 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:33 | Using training file (119/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.144.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:33 | -> Pre-selected 3307 entries from 14763 ( 22.4006 % ) 2016-02-14 18:03:33 | -> Selected 3307 entries ( 22.4006 % ). Overall 1229371 ( 68.2984 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:33 | Using training file (120/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.47.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:33 | -> Pre-selected 10728 entries from 46462 ( 23.0898 % ) 2016-02-14 18:03:34 | -> Selected 10728 entries ( 23.0898 % ). Overall 1236120 ( 68.6733 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:34 | Using training file (121/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.108.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:34 | -> Pre-selected 41295 entries from 183329 ( 22.5251 % ) 2016-02-14 18:03:36 | -> Selected 41295 entries ( 22.5251 % ). Overall 1261673 ( 70.0929 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:36 | Using training file (122/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.41.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:37 | -> Pre-selected 33972 entries from 153578 ( 22.1204 % ) 2016-02-14 18:03:39 | -> Selected 33972 entries ( 22.1204 % ). Overall 1282464 ( 71.248 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:39 | Using training file (123/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.2.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:39 | -> Pre-selected 10145 entries from 46819 ( 21.6686 % ) 2016-02-14 18:03:40 | -> Selected 10145 entries ( 21.6686 % ). Overall 1288665 ( 71.5925 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:40 | Using training file (124/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.71.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:40 | -> Pre-selected 8158 entries from 36200 ( 22.5359 % ) 2016-02-14 18:03:40 | -> Selected 8158 entries ( 22.5359 % ). Overall 1293719 ( 71.8733 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:40 | Using training file (125/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.149.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:40 | -> Pre-selected 6675 entries from 29252 ( 22.819 % ) 2016-02-14 18:03:41 | -> Selected 6675 entries ( 22.819 % ). Overall 1297917 ( 72.1065 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:41 | Using training file (126/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.130.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:41 | -> Pre-selected 9298 entries from 42769 ( 21.74 % ) 2016-02-14 18:03:41 | -> Selected 9298 entries ( 21.74 % ). Overall 1303575 ( 72.4208 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:41 | Using training file (127/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.11.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:41 | -> Pre-selected 6036 entries from 26248 ( 22.996 % ) 2016-02-14 18:03:42 | -> Selected 6036 entries ( 22.996 % ). Overall 1307384 ( 72.6324 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:42 | Using training file (128/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiPhi/ANNPID.15.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:42 | -> Pre-selected 6503 entries from 28246 ( 23.0227 % ) 2016-02-14 18:03:42 | -> Selected 6503 entries ( 23.0227 % ). Overall 1311461 ( 72.8589 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:42 | Using training file (129/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.38.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:42 | -> Pre-selected 28494 entries from 127725 ( 22.3089 % ) 2016-02-14 18:03:44 | -> Selected 28494 entries ( 22.3089 % ). Overall 1328901 ( 73.8278 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:44 | Using training file (130/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.14.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:44 | -> Pre-selected 6624 entries from 28983 ( 22.8548 % ) 2016-02-14 18:03:45 | -> Selected 6624 entries ( 22.8548 % ). Overall 1333091 ( 74.0606 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:45 | Using training file (131/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.47.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:45 | -> Pre-selected 5148 entries from 23509 ( 21.898 % ) 2016-02-14 18:03:45 | -> Selected 5148 entries ( 21.898 % ). Overall 1336279 ( 74.2377 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:45 | Using training file (132/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.88.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:45 | -> Pre-selected 34700 entries from 157606 ( 22.0169 % ) 2016-02-14 18:03:48 | -> Selected 34700 entries ( 22.0169 % ). Overall 1357295 ( 75.4053 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:48 | Using training file (133/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.68.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:48 | -> Pre-selected 31398 entries from 139143 ( 22.5653 % ) 2016-02-14 18:03:50 | -> Selected 31398 entries ( 22.5653 % ). Overall 1376691 ( 76.4828 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:50 | Using training file (134/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.33.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:50 | -> Pre-selected 6735 entries from 28704 ( 23.4636 % ) 2016-02-14 18:03:50 | -> Selected 6735 entries ( 23.4636 % ). Overall 1380957 ( 76.7198 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:50 | Using training file (135/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.263.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:50 | -> Pre-selected 16470 entries from 74269 ( 22.1761 % ) 2016-02-14 18:03:51 | -> Selected 16470 entries ( 22.1761 % ). Overall 1390955 ( 77.2753 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:51 | Using training file (136/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.133.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:52 | -> Pre-selected 40268 entries from 180360 ( 22.3265 % ) 2016-02-14 18:03:54 | -> Selected 40268 entries ( 22.3265 % ). Overall 1415655 ( 78.6475 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:54 | Using training file (137/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.74.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:54 | -> Pre-selected 1243 entries from 5979 ( 20.7894 % ) 2016-02-14 18:03:54 | -> Selected 1243 entries ( 20.7894 % ). Overall 1416418 ( 78.6899 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:54 | Using training file (138/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.53.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:54 | -> Pre-selected 25662 entries from 111058 ( 23.1068 % ) 2016-02-14 18:03:56 | -> Selected 25662 entries ( 23.1068 % ). Overall 1432337 ( 79.5743 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:56 | Using training file (139/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.30.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:56 | -> Pre-selected 16553 entries from 74674 ( 22.167 % ) 2016-02-14 18:03:57 | -> Selected 16553 entries ( 22.167 % ). Overall 1442377 ( 80.1321 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:57 | Using training file (140/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:57 | -> Pre-selected 22138 entries from 97772 ( 22.6425 % ) 2016-02-14 18:03:59 | -> Selected 22138 entries ( 22.6425 % ). Overall 1456225 ( 80.9014 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:03:59 | Using training file (141/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.260.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:03:59 | -> Pre-selected 27357 entries from 125054 ( 21.8761 % ) 2016-02-14 18:04:00 | -> Selected 27357 entries ( 21.8761 % ). Overall 1472717 ( 81.8176 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:01 | Using training file (142/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.110.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:01 | -> Pre-selected 20649 entries from 91315 ( 22.6129 % ) 2016-02-14 18:04:02 | -> Selected 20649 entries ( 22.6129 % ). Overall 1485685 ( 82.5381 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:02 | Using training file (143/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKa/ANNPID.72.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:02 | -> Pre-selected 6040 entries from 26343 ( 22.9283 % ) 2016-02-14 18:04:02 | -> Selected 6040 entries ( 22.9283 % ). Overall 1489423 ( 82.7457 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:02 | Using training file (144/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.43.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:03 | -> Pre-selected 8775 entries from 40247 ( 21.8029 % ) 2016-02-14 18:04:03 | -> Selected 8775 entries ( 21.8029 % ). Overall 1494746 ( 83.0414 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:03 | Using training file (145/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaMuMu/ANNPID.45.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:03 | -> Pre-selected 20818 entries from 90559 ( 22.9883 % ) 2016-02-14 18:04:05 | -> Selected 20818 entries ( 22.9883 % ). Overall 1507705 ( 83.7614 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:05 | Using training file (146/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.112.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:05 | -> Pre-selected 128 entries from 535 ( 23.9252 % ) 2016-02-14 18:04:05 | -> Selected 128 entries ( 23.9252 % ). Overall 1507789 ( 83.7661 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:05 | Using training file (147/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.103.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:05 | -> Pre-selected 12123 entries from 54053 ( 22.428 % ) 2016-02-14 18:04:05 | -> Selected 12123 entries ( 22.428 % ). Overall 1515404 ( 84.1891 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:05 | Using training file (148/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.174.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:05 | -> Pre-selected 2797 entries from 11707 ( 23.8917 % ) 2016-02-14 18:04:06 | -> Selected 2797 entries ( 23.8917 % ). Overall 1517209 ( 84.2894 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:06 | Using training file (149/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.102.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:06 | -> Pre-selected 8699 entries from 39779 ( 21.8683 % ) 2016-02-14 18:04:06 | -> Selected 8699 entries ( 21.8683 % ). Overall 1522485 ( 84.5825 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:06 | Using training file (150/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.7.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:06 | -> Pre-selected 28166 entries from 127471 ( 22.096 % ) 2016-02-14 18:04:08 | -> Selected 28166 entries ( 22.096 % ). Overall 1539759 ( 85.5422 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:08 | Using training file (151/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Kspipiee/ANNPID.33.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:08 | -> Pre-selected 7397 entries from 33063 ( 22.3724 % ) 2016-02-14 18:04:09 | -> Selected 7397 entries ( 22.3724 % ). Overall 1544302 ( 85.7946 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:09 | Using training file (152/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.300.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:09 | -> Pre-selected 10623 entries from 45347 ( 23.426 % ) 2016-02-14 18:04:10 | -> Selected 10623 entries ( 23.426 % ). Overall 1551165 ( 86.1758 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:10 | Using training file (153/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.70.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:10 | -> Pre-selected 17558 entries from 78072 ( 22.4895 % ) 2016-02-14 18:04:11 | -> Selected 17558 entries ( 22.4895 % ). Overall 1561939 ( 86.7744 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:11 | Using training file (154/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.254.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:11 | -> Pre-selected 37534 entries from 171821 ( 21.8448 % ) 2016-02-14 18:04:13 | -> Selected 37534 entries ( 21.8448 % ). Overall 1584501 ( 88.0278 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:13 | Using training file (155/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.243.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:14 | -> Pre-selected 35968 entries from 161137 ( 22.3214 % ) 2016-02-14 18:04:16 | -> Selected 35968 entries ( 22.3214 % ). Overall 1606469 ( 89.2483 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:16 | Using training file (156/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.108.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:16 | -> Pre-selected 22711 entries from 98233 ( 23.1195 % ) 2016-02-14 18:04:17 | -> Selected 22711 entries ( 23.1195 % ). Overall 1620786 ( 90.0437 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:17 | Using training file (157/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.57.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:18 | -> Pre-selected 38091 entries from 173921 ( 21.9013 % ) 2016-02-14 18:04:20 | -> Selected 38091 entries ( 21.9013 % ). Overall 1643839 ( 91.3244 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:20 | Using training file (158/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.229.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:20 | -> Pre-selected 18360 entries from 83820 ( 21.9041 % ) 2016-02-14 18:04:21 | -> Selected 18360 entries ( 21.9041 % ). Overall 1654843 ( 91.9357 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:21 | Using training file (159/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.175.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:21 | -> Pre-selected 9610 entries from 43601 ( 22.0408 % ) 2016-02-14 18:04:22 | -> Selected 4451 entries ( 10.2085 % ). Overall 1657469 ( 92.0816 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:04:22 | Considered 2700000 tracks for input to MVA training 2016-02-14 18:04:22 | Sel. Eff. = 100% 2016-02-14 18:04:22 | Selected 2700000/0 tracks for input to MVA training/testing 2016-02-14 18:04:22 | Ghost percentage = 38.6123% 2016-02-14 18:04:22 | Electron percentage = 0.375704% 2016-02-14 18:04:22 | Muon percentage = 2.694% 2016-02-14 18:04:22 | Pion percentage = 47.1846% 2016-02-14 18:04:22 | Kaon percentage = 3.70459% 2016-02-14 18:04:22 | Proton percentage = 7.40596% 2016-02-14 18:04:22 | Unknown Particle type 3112 2016-02-14 18:04:22 | percentage = 0.00792593% 2016-02-14 18:04:22 | Unknown Particle type 3222 2016-02-14 18:04:22 | percentage = 0.0124444% 2016-02-14 18:04:22 | Unknown Particle type 3312 2016-02-14 18:04:22 | percentage = 0.00248148% 2016-02-14 18:04:22 | Created Plots directory Downstream-Proton-evaluation.root:/TrainMixture/EvalMC12Mixture/EvalWithPreSel 2016-02-14 18:04:22 | Making plots for input EcalPIDe 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.0100 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.0250 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.0500 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.0750 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.1000 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.1250 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.1500 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.1750 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.2000 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.3000 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.3500 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.4000 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.4500 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.5000 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.6000 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.7000 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.8000 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.9000 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.9500 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.9750 2016-02-14 18:04:22 | Creating ROOT directory MVAcut0.9900 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-8.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-7.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-6.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-5.5000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-5.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-4.5000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-4.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-3.5000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-3.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-2.5000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-2.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-1.5000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-1.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut-0.5000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut0.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut0.5000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut1.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut1.5000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut2.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut2.5000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut3.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut3.5000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut4.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut4.5000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut5.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut5.5000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut6.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut7.0000 2016-02-14 18:04:22 | Creating ROOT directory DLLcut8.0000 2016-02-14 18:04:22 | Making plots for input EcalPIDmu 2016-02-14 18:04:22 | Making plots for input HcalPIDe 2016-02-14 18:04:22 | Making plots for input HcalPIDmu 2016-02-14 18:04:22 | Making plots for input InAccEcal 2016-02-14 18:04:22 | Making plots for input InAccHcal 2016-02-14 18:04:22 | Making plots for input InAccMuon 2016-02-14 18:04:22 | Making plots for input MuonBkgLL 2016-02-14 18:04:22 | Making plots for input MuonIsLooseMuon 2016-02-14 18:04:22 | Making plots for input MuonIsMuon 2016-02-14 18:04:22 | Making plots for input MuonMuLL 2016-02-14 18:04:22 | Making plots for input MuonNShared 2016-02-14 18:04:22 | Making plots for input PrsPIDe 2016-02-14 18:04:22 | Making plots for input RichAboveKaThres 2016-02-14 18:04:22 | Making plots for input RichAbovePiThres 2016-02-14 18:04:22 | Making plots for input RichAbovePrThres 2016-02-14 18:04:22 | Making plots for input RichDLLbt 2016-02-14 18:04:22 | Making plots for input RichDLLe 2016-02-14 18:04:22 | Making plots for input RichDLLk 2016-02-14 18:04:22 | Making plots for input RichDLLmu 2016-02-14 18:04:22 | Making plots for input RichDLLp 2016-02-14 18:04:22 | Making plots for input RichUsedR1Gas 2016-02-14 18:04:22 | Making plots for input RichUsedR2Gas 2016-02-14 18:04:22 | Making plots for input TrackChi2PerDof 2016-02-14 18:04:22 | Making plots for input TrackFitTChi2 2016-02-14 18:04:22 | Making plots for input TrackFitTNDoF 2016-02-14 18:04:22 | Making plots for input TrackGhostProbability 2016-02-14 18:04:22 | Making plots for input TrackLikelihood 2016-02-14 18:04:22 | Making plots for input TrackNumDof 2016-02-14 18:04:22 | Making plots for input TrackP 2016-02-14 18:04:22 | Making plots for input TrackPt --- Reader : Booking "MLP" of type "MLP" from GlobalPID_Proton_Downstream_TMVA.weights.xml. --- MethodBase : Reading weight file: GlobalPID_Proton_Downstream_TMVA.weights.xml --- Proton_Downstream_TMVA : Read method "Proton_Downstream_TMVA" of type "MLP" --- Proton_Downstream_TMVA : MVA method was trained with TMVA Version: 4.2.0 --- Proton_Downstream_TMVA : MVA method was trained with ROOT Version: 6.02/01 --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 --- Proton_Downstream_TMVA : Building Network --- Proton_Downstream_TMVA : Initializing weights --- Reader : Booked classifier "Proton_Downstream_TMVA" of type: "MLP" 2016-02-14 18:04:22 | Creating selection from 'AllPhysTracksInEvent.txt' 2016-02-14 18:04:22 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2016-02-14 18:04:22 | Evaluation mode 'EvalWithPreSel' 2016-02-14 18:04:22 | Will apply all track pre-selections during evaluation 2016-02-14 18:04:22 | Creating evaluation MC12 RICH2 reweighting selection 2016-02-14 18:04:22 | Evaluation Datafile Selection hash = 10023981467298386733 2016-02-14 18:04:22 | Using evaluation file (160/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.221.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:22 | -> Pre-selected 15629 entries from 15629 ( 100 % ) 2016-02-14 18:04:26 | -> Selected 15629 entries ( 100 % ). Overall 15629 ( 0.15629 % ) of required 10000000 entries. 2016-02-14 18:04:26 | Using evaluation file (161/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.46.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:26 | -> Pre-selected 39837 entries from 39837 ( 100 % ) 2016-02-14 18:04:35 | -> Selected 39837 entries ( 100 % ). Overall 55466 ( 0.55466 % ) of required 10000000 entries. 2016-02-14 18:04:35 | Using evaluation file (162/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.143.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:35 | -> Pre-selected 78591 entries from 78591 ( 100 % ) 2016-02-14 18:04:52 | -> Selected 78591 entries ( 100 % ). Overall 134057 ( 1.34057 % ) of required 10000000 entries. 2016-02-14 18:04:52 | Using evaluation file (163/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.17.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:04:52 | -> Pre-selected 171393 entries from 171393 ( 100 % ) 2016-02-14 18:05:31 | -> Selected 171393 entries ( 100 % ). Overall 305450 ( 3.0545 % ) of required 10000000 entries. 2016-02-14 18:05:31 | Using evaluation file (164/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.89.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:05:31 | -> Pre-selected 33897 entries from 33897 ( 100 % ) 2016-02-14 18:05:39 | -> Selected 33897 entries ( 100 % ). Overall 339347 ( 3.39347 % ) of required 10000000 entries. 2016-02-14 18:05:39 | Using evaluation file (165/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.4.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:05:39 | -> Pre-selected 43229 entries from 43229 ( 100 % ) 2016-02-14 18:05:49 | -> Selected 43229 entries ( 100 % ). Overall 382576 ( 3.82576 % ) of required 10000000 entries. 2016-02-14 18:05:49 | Using evaluation file (166/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.99.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:05:49 | -> Pre-selected 171014 entries from 171014 ( 100 % ) 2016-02-14 18:06:29 | -> Selected 171014 entries ( 100 % ). Overall 553590 ( 5.5359 % ) of required 10000000 entries. 2016-02-14 18:06:29 | Using evaluation file (167/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.117.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:06:29 | -> Pre-selected 81689 entries from 81689 ( 100 % ) 2016-02-14 18:06:49 | -> Selected 81689 entries ( 100 % ). Overall 635279 ( 6.35279 % ) of required 10000000 entries. 2016-02-14 18:06:49 | Using evaluation file (168/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.257.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:06:49 | -> Pre-selected 134088 entries from 134088 ( 100 % ) 2016-02-14 18:07:21 | -> Selected 134088 entries ( 100 % ). Overall 769367 ( 7.69367 % ) of required 10000000 entries. 2016-02-14 18:07:21 | Using evaluation file (169/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.116.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:07:21 | -> Pre-selected 47111 entries from 47111 ( 100 % ) 2016-02-14 18:07:32 | -> Selected 47111 entries ( 100 % ). Overall 816478 ( 8.16478 % ) of required 10000000 entries. 2016-02-14 18:07:32 | Using evaluation file (170/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.17.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:07:32 | -> Pre-selected 30516 entries from 30516 ( 100 % ) 2016-02-14 18:07:39 | -> Selected 30516 entries ( 100 % ). Overall 846994 ( 8.46994 % ) of required 10000000 entries. 2016-02-14 18:07:39 | Using evaluation file (171/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKa/ANNPID.61.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:07:39 | -> Pre-selected 28732 entries from 28732 ( 100 % ) 2016-02-14 18:07:46 | -> Selected 28732 entries ( 100 % ). Overall 875726 ( 8.75726 % ) of required 10000000 entries. 2016-02-14 18:07:46 | Using evaluation file (172/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.137.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:07:46 | -> Pre-selected 32408 entries from 32408 ( 100 % ) 2016-02-14 18:07:54 | -> Selected 32408 entries ( 100 % ). Overall 908134 ( 9.08134 % ) of required 10000000 entries. 2016-02-14 18:07:54 | Using evaluation file (173/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.212.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:07:54 | -> Pre-selected 39871 entries from 39871 ( 100 % ) 2016-02-14 18:08:03 | -> Selected 39871 entries ( 100 % ). Overall 948005 ( 9.48005 % ) of required 10000000 entries. 2016-02-14 18:08:03 | Using evaluation file (174/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.209.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:08:03 | -> Pre-selected 76955 entries from 76955 ( 100 % ) 2016-02-14 18:08:21 | -> Selected 76955 entries ( 100 % ). Overall 1024960 ( 10.2496 % ) of required 10000000 entries. 2016-02-14 18:08:21 | Using evaluation file (175/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKsmumu/ANNPID.4.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:08:21 | -> Pre-selected 32748 entries from 32748 ( 100 % ) 2016-02-14 18:08:29 | -> Selected 32748 entries ( 100 % ). Overall 1057708 ( 10.5771 % ) of required 10000000 entries. 2016-02-14 18:08:29 | Using evaluation file (176/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.171.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:08:29 | -> Pre-selected 78919 entries from 78919 ( 100 % ) 2016-02-14 18:08:47 | -> Selected 78919 entries ( 100 % ). Overall 1136627 ( 11.3663 % ) of required 10000000 entries. 2016-02-14 18:08:47 | Using evaluation file (177/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.179.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:08:47 | -> Pre-selected 136617 entries from 136617 ( 100 % ) 2016-02-14 18:09:17 | -> Selected 136617 entries ( 100 % ). Overall 1273244 ( 12.7324 % ) of required 10000000 entries. 2016-02-14 18:09:17 | Using evaluation file (178/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.216.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:09:17 | -> Pre-selected 110312 entries from 110312 ( 100 % ) 2016-02-14 18:09:41 | -> Selected 110312 entries ( 100 % ). Overall 1383556 ( 13.8356 % ) of required 10000000 entries. 2016-02-14 18:09:41 | Using evaluation file (179/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.93.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:09:41 | -> Pre-selected 104610 entries from 104610 ( 100 % ) 2016-02-14 18:10:03 | -> Selected 104610 entries ( 100 % ). Overall 1488166 ( 14.8817 % ) of required 10000000 entries. 2016-02-14 18:10:03 | Using evaluation file (180/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.8.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:10:03 | -> Pre-selected 20410 entries from 20410 ( 100 % ) 2016-02-14 18:10:08 | -> Selected 20410 entries ( 100 % ). Overall 1508576 ( 15.0858 % ) of required 10000000 entries. 2016-02-14 18:10:08 | Using evaluation file (181/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.251.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:10:08 | -> Pre-selected 42709 entries from 42709 ( 100 % ) 2016-02-14 18:10:17 | -> Selected 42709 entries ( 100 % ). Overall 1551285 ( 15.5129 % ) of required 10000000 entries. 2016-02-14 18:10:17 | Using evaluation file (182/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.9.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:10:17 | -> Pre-selected 25490 entries from 25490 ( 100 % ) 2016-02-14 18:10:23 | -> Selected 25490 entries ( 100 % ). Overall 1576775 ( 15.7677 % ) of required 10000000 entries. 2016-02-14 18:10:23 | Using evaluation file (183/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Kspipiee/ANNPID.3.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:10:23 | -> Pre-selected 2958 entries from 2958 ( 100 % ) 2016-02-14 18:10:23 | -> Selected 2958 entries ( 100 % ). Overall 1579733 ( 15.7973 % ) of required 10000000 entries. 2016-02-14 18:10:23 | Using evaluation file (184/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaMuMu/ANNPID.49.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:10:24 | -> Pre-selected 82446 entries from 82446 ( 100 % ) 2016-02-14 18:10:41 | -> Selected 82446 entries ( 100 % ). Overall 1662179 ( 16.6218 % ) of required 10000000 entries. 2016-02-14 18:10:41 | Using evaluation file (185/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.147.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:10:41 | -> Pre-selected 26079 entries from 26079 ( 100 % ) 2016-02-14 18:10:47 | -> Selected 26079 entries ( 100 % ). Overall 1688258 ( 16.8826 % ) of required 10000000 entries. 2016-02-14 18:10:47 | Using evaluation file (186/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuKstarmumu/ANNPID.32.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:10:47 | -> Pre-selected 29207 entries from 29207 ( 100 % ) 2016-02-14 18:10:54 | -> Selected 29207 entries ( 100 % ). Overall 1717465 ( 17.1746 % ) of required 10000000 entries. 2016-02-14 18:10:54 | Using evaluation file (187/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.11.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:10:54 | -> Pre-selected 29930 entries from 29930 ( 100 % ) 2016-02-14 18:11:00 | -> Selected 29930 entries ( 100 % ). Overall 1747395 ( 17.4739 % ) of required 10000000 entries. 2016-02-14 18:11:00 | Using evaluation file (188/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.61.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:11:00 | -> Pre-selected 152790 entries from 152790 ( 100 % ) 2016-02-14 18:11:33 | -> Selected 152790 entries ( 100 % ). Overall 1900185 ( 19.0019 % ) of required 10000000 entries. 2016-02-14 18:11:33 | Using evaluation file (189/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.54.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:11:33 | -> Pre-selected 85928 entries from 85928 ( 100 % ) 2016-02-14 18:11:52 | -> Selected 85928 entries ( 100 % ). Overall 1986113 ( 19.8611 % ) of required 10000000 entries. 2016-02-14 18:11:52 | Using evaluation file (190/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.176.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:11:52 | -> Pre-selected 168135 entries from 168135 ( 100 % ) 2016-02-14 18:12:28 | -> Selected 168135 entries ( 100 % ). Overall 2154248 ( 21.5425 % ) of required 10000000 entries. 2016-02-14 18:12:28 | Using evaluation file (191/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.66.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:12:28 | -> Pre-selected 157806 entries from 157806 ( 100 % ) 2016-02-14 18:13:02 | -> Selected 157806 entries ( 100 % ). Overall 2312054 ( 23.1205 % ) of required 10000000 entries. 2016-02-14 18:13:02 | Using evaluation file (192/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Zgee40GeV/ANNPID.31.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:13:02 | -> Pre-selected 54640 entries from 54640 ( 100 % ) 2016-02-14 18:13:14 | -> Selected 54640 entries ( 100 % ). Overall 2366694 ( 23.6669 % ) of required 10000000 entries. 2016-02-14 18:13:14 | Using evaluation file (193/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.132.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:13:14 | -> Pre-selected 121566 entries from 121566 ( 100 % ) 2016-02-14 18:13:40 | -> Selected 121566 entries ( 100 % ). Overall 2488260 ( 24.8826 % ) of required 10000000 entries. 2016-02-14 18:13:40 | Using evaluation file (194/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.231.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:13:40 | -> Pre-selected 172531 entries from 172531 ( 100 % ) 2016-02-14 18:14:17 | -> Selected 172531 entries ( 100 % ). Overall 2660791 ( 26.6079 % ) of required 10000000 entries. 2016-02-14 18:14:17 | Using evaluation file (195/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.53.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:14:17 | -> Pre-selected 40002 entries from 40002 ( 100 % ) 2016-02-14 18:14:26 | -> Selected 40002 entries ( 100 % ). Overall 2700793 ( 27.0079 % ) of required 10000000 entries. 2016-02-14 18:14:26 | Using evaluation file (196/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.36.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:14:26 | -> Pre-selected 84750 entries from 84750 ( 100 % ) 2016-02-14 18:14:44 | -> Selected 84750 entries ( 100 % ). Overall 2785543 ( 27.8554 % ) of required 10000000 entries. 2016-02-14 18:14:44 | Using evaluation file (197/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.169.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:14:44 | -> Pre-selected 179988 entries from 179988 ( 100 % ) 2016-02-14 18:15:23 | -> Selected 179988 entries ( 100 % ). Overall 2965531 ( 29.6553 % ) of required 10000000 entries. 2016-02-14 18:15:23 | Using evaluation file (198/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bs4mu/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:15:23 | -> Pre-selected 35350 entries from 35350 ( 100 % ) 2016-02-14 18:15:31 | -> Selected 35350 entries ( 100 % ). Overall 3000881 ( 30.0088 % ) of required 10000000 entries. 2016-02-14 18:15:31 | Using evaluation file (199/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.51.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:15:31 | -> Pre-selected 90211 entries from 90211 ( 100 % ) 2016-02-14 18:15:50 | -> Selected 90211 entries ( 100 % ). Overall 3091092 ( 30.9109 % ) of required 10000000 entries. 2016-02-14 18:15:50 | Using evaluation file (200/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuKmumu/ANNPID.18.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:15:50 | -> Pre-selected 45713 entries from 45713 ( 100 % ) 2016-02-14 18:16:00 | -> Selected 45713 entries ( 100 % ). Overall 3136805 ( 31.3681 % ) of required 10000000 entries. 2016-02-14 18:16:00 | Using evaluation file (201/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.91.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:16:00 | -> Pre-selected 160261 entries from 160261 ( 100 % ) 2016-02-14 18:16:35 | -> Selected 160261 entries ( 100 % ). Overall 3297066 ( 32.9707 % ) of required 10000000 entries. 2016-02-14 18:16:35 | Using evaluation file (202/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.44.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:16:35 | -> Pre-selected 117548 entries from 117548 ( 100 % ) 2016-02-14 18:17:00 | -> Selected 117548 entries ( 100 % ). Overall 3414614 ( 34.1461 % ) of required 10000000 entries. 2016-02-14 18:17:00 | Using evaluation file (203/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.34.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:17:00 | -> Pre-selected 70955 entries from 70955 ( 100 % ) 2016-02-14 18:17:15 | -> Selected 70955 entries ( 100 % ). Overall 3485569 ( 34.8557 % ) of required 10000000 entries. 2016-02-14 18:17:15 | Using evaluation file (204/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:17:16 | -> Pre-selected 6046 entries from 6046 ( 100 % ) 2016-02-14 18:17:17 | -> Selected 6046 entries ( 100 % ). Overall 3491615 ( 34.9162 % ) of required 10000000 entries. 2016-02-14 18:17:17 | Using evaluation file (205/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.215.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:17:17 | -> Pre-selected 11867 entries from 11867 ( 100 % ) 2016-02-14 18:17:19 | -> Selected 11867 entries ( 100 % ). Overall 3503482 ( 35.0348 % ) of required 10000000 entries. 2016-02-14 18:17:19 | Using evaluation file (206/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.29.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:17:19 | -> Pre-selected 22841 entries from 22841 ( 100 % ) 2016-02-14 18:17:24 | -> Selected 22841 entries ( 100 % ). Overall 3526323 ( 35.2632 % ) of required 10000000 entries. 2016-02-14 18:17:24 | Using evaluation file (207/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.161.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:17:25 | -> Pre-selected 157498 entries from 157498 ( 100 % ) 2016-02-14 18:17:58 | -> Selected 157498 entries ( 100 % ). Overall 3683821 ( 36.8382 % ) of required 10000000 entries. 2016-02-14 18:17:58 | Using evaluation file (208/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.125.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:17:59 | -> Pre-selected 57978 entries from 57978 ( 100 % ) 2016-02-14 18:18:11 | -> Selected 57978 entries ( 100 % ). Overall 3741799 ( 37.418 % ) of required 10000000 entries. 2016-02-14 18:18:11 | Using evaluation file (209/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.40.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:18:11 | -> Pre-selected 155260 entries from 155260 ( 100 % ) 2016-02-14 18:18:45 | -> Selected 155260 entries ( 100 % ). Overall 3897059 ( 38.9706 % ) of required 10000000 entries. 2016-02-14 18:18:45 | Using evaluation file (210/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Tau3mu/ANNPID.10.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:18:45 | -> Pre-selected 28753 entries from 28753 ( 100 % ) 2016-02-14 18:18:51 | -> Selected 28753 entries ( 100 % ). Overall 3925812 ( 39.2581 % ) of required 10000000 entries. 2016-02-14 18:18:51 | Using evaluation file (211/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.115.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:18:51 | -> Pre-selected 8171 entries from 8171 ( 100 % ) 2016-02-14 18:18:53 | -> Selected 8171 entries ( 100 % ). Overall 3933983 ( 39.3398 % ) of required 10000000 entries. 2016-02-14 18:18:53 | Using evaluation file (212/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.134.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:18:53 | -> Pre-selected 172524 entries from 172524 ( 100 % ) 2016-02-14 18:19:30 | -> Selected 172524 entries ( 100 % ). Overall 4106507 ( 41.0651 % ) of required 10000000 entries. 2016-02-14 18:19:30 | Using evaluation file (213/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.43.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:19:30 | -> Pre-selected 179387 entries from 179387 ( 100 % ) 2016-02-14 18:20:09 | -> Selected 179387 entries ( 100 % ). Overall 4285894 ( 42.8589 % ) of required 10000000 entries. 2016-02-14 18:20:09 | Using evaluation file (214/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.138.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:20:09 | -> Pre-selected 81886 entries from 81886 ( 100 % ) 2016-02-14 18:20:26 | -> Selected 81886 entries ( 100 % ). Overall 4367780 ( 43.6778 % ) of required 10000000 entries. 2016-02-14 18:20:26 | Using evaluation file (215/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.8.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:20:27 | -> Pre-selected 44368 entries from 44368 ( 100 % ) 2016-02-14 18:20:36 | -> Selected 44368 entries ( 100 % ). Overall 4412148 ( 44.1215 % ) of required 10000000 entries. 2016-02-14 18:20:36 | Using evaluation file (216/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.69.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:20:36 | -> Pre-selected 113123 entries from 113123 ( 100 % ) 2016-02-14 18:21:01 | -> Selected 113123 entries ( 100 % ). Overall 4525271 ( 45.2527 % ) of required 10000000 entries. 2016-02-14 18:21:01 | Using evaluation file (217/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.120.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:21:01 | -> Pre-selected 28453 entries from 28453 ( 100 % ) 2016-02-14 18:21:07 | -> Selected 28453 entries ( 100 % ). Overall 4553724 ( 45.5372 % ) of required 10000000 entries. 2016-02-14 18:21:07 | Using evaluation file (218/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.104.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:21:07 | -> Pre-selected 110468 entries from 110468 ( 100 % ) 2016-02-14 18:21:31 | -> Selected 110468 entries ( 100 % ). Overall 4664192 ( 46.6419 % ) of required 10000000 entries. 2016-02-14 18:21:31 | Using evaluation file (219/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.40.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:21:31 | -> Pre-selected 41175 entries from 41175 ( 100 % ) 2016-02-14 18:21:40 | -> Selected 41175 entries ( 100 % ). Overall 4705367 ( 47.0537 % ) of required 10000000 entries. 2016-02-14 18:21:40 | Using evaluation file (220/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.85.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:21:40 | -> Pre-selected 27278 entries from 27278 ( 100 % ) 2016-02-14 18:21:46 | -> Selected 27278 entries ( 100 % ). Overall 4732645 ( 47.3265 % ) of required 10000000 entries. 2016-02-14 18:21:46 | Using evaluation file (221/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.106.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:21:46 | -> Pre-selected 95039 entries from 95039 ( 100 % ) 2016-02-14 18:22:06 | -> Selected 95039 entries ( 100 % ). Overall 4827684 ( 48.2768 % ) of required 10000000 entries. 2016-02-14 18:22:06 | Using evaluation file (222/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.34.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:22:06 | -> Pre-selected 166269 entries from 166269 ( 100 % ) 2016-02-14 18:22:42 | -> Selected 166269 entries ( 100 % ). Overall 4993953 ( 49.9395 % ) of required 10000000 entries. 2016-02-14 18:22:42 | Using evaluation file (223/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.79.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:22:42 | -> Pre-selected 126828 entries from 126828 ( 100 % ) 2016-02-14 18:23:09 | -> Selected 126828 entries ( 100 % ). Overall 5120781 ( 51.2078 % ) of required 10000000 entries. 2016-02-14 18:23:09 | Using evaluation file (224/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.132.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:23:10 | -> Pre-selected 88388 entries from 88388 ( 100 % ) 2016-02-14 18:23:28 | -> Selected 88388 entries ( 100 % ). Overall 5209169 ( 52.0917 % ) of required 10000000 entries. 2016-02-14 18:23:28 | Using evaluation file (225/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiPhi/ANNPID.6.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:23:29 | -> Pre-selected 26155 entries from 26155 ( 100 % ) 2016-02-14 18:23:34 | -> Selected 26155 entries ( 100 % ). Overall 5235324 ( 52.3532 % ) of required 10000000 entries. 2016-02-14 18:23:34 | Using evaluation file (226/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:23:34 | -> Pre-selected 28486 entries from 28486 ( 100 % ) 2016-02-14 18:23:40 | -> Selected 28486 entries ( 100 % ). Overall 5263810 ( 52.6381 % ) of required 10000000 entries. 2016-02-14 18:23:40 | Using evaluation file (227/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.88.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:23:41 | -> Pre-selected 103772 entries from 103772 ( 100 % ) 2016-02-14 18:24:03 | -> Selected 103772 entries ( 100 % ). Overall 5367582 ( 53.6758 % ) of required 10000000 entries. 2016-02-14 18:24:03 | Using evaluation file (228/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.8.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:24:03 | -> Pre-selected 62712 entries from 62712 ( 100 % ) 2016-02-14 18:24:17 | -> Selected 62712 entries ( 100 % ). Overall 5430294 ( 54.3029 % ) of required 10000000 entries. 2016-02-14 18:24:17 | Using evaluation file (229/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.34.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:24:17 | -> Pre-selected 19622 entries from 19622 ( 100 % ) 2016-02-14 18:24:21 | -> Selected 19622 entries ( 100 % ). Overall 5449916 ( 54.4992 % ) of required 10000000 entries. 2016-02-14 18:24:21 | Using evaluation file (230/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.89.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:24:21 | -> Pre-selected 87273 entries from 87273 ( 100 % ) 2016-02-14 18:24:40 | -> Selected 87273 entries ( 100 % ). Overall 5537189 ( 55.3719 % ) of required 10000000 entries. 2016-02-14 18:24:40 | Using evaluation file (231/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.227.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:24:40 | -> Pre-selected 43260 entries from 43260 ( 100 % ) 2016-02-14 18:24:49 | -> Selected 43260 entries ( 100 % ). Overall 5580449 ( 55.8045 % ) of required 10000000 entries. 2016-02-14 18:24:49 | Using evaluation file (232/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.20.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:24:49 | -> Pre-selected 93483 entries from 93483 ( 100 % ) 2016-02-14 18:25:09 | -> Selected 93483 entries ( 100 % ). Overall 5673932 ( 56.7393 % ) of required 10000000 entries. 2016-02-14 18:25:09 | Using evaluation file (233/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.25.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:25:09 | -> Pre-selected 47818 entries from 47818 ( 100 % ) 2016-02-14 18:25:20 | -> Selected 47818 entries ( 100 % ). Overall 5721750 ( 57.2175 % ) of required 10000000 entries. 2016-02-14 18:25:20 | Using evaluation file (234/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.236.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:25:20 | -> Pre-selected 120181 entries from 120181 ( 100 % ) 2016-02-14 18:25:46 | -> Selected 120181 entries ( 100 % ). Overall 5841931 ( 58.4193 % ) of required 10000000 entries. 2016-02-14 18:25:46 | Using evaluation file (235/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.68.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:25:46 | -> Pre-selected 39725 entries from 39725 ( 100 % ) 2016-02-14 18:25:54 | -> Selected 39725 entries ( 100 % ). Overall 5881656 ( 58.8166 % ) of required 10000000 entries. 2016-02-14 18:25:54 | Using evaluation file (236/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.14.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:25:54 | -> Pre-selected 82610 entries from 82610 ( 100 % ) 2016-02-14 18:26:12 | -> Selected 82610 entries ( 100 % ). Overall 5964266 ( 59.6427 % ) of required 10000000 entries. 2016-02-14 18:26:12 | Using evaluation file (237/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.72.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:26:12 | -> Pre-selected 28460 entries from 28460 ( 100 % ) 2016-02-14 18:26:18 | -> Selected 28460 entries ( 100 % ). Overall 5992726 ( 59.9273 % ) of required 10000000 entries. 2016-02-14 18:26:18 | Using evaluation file (238/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.119.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:26:19 | -> Pre-selected 84591 entries from 84591 ( 100 % ) 2016-02-14 18:26:37 | -> Selected 84591 entries ( 100 % ). Overall 6077317 ( 60.7732 % ) of required 10000000 entries. 2016-02-14 18:26:37 | Using evaluation file (239/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.170.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:26:37 | -> Pre-selected 27949 entries from 27949 ( 100 % ) 2016-02-14 18:26:43 | -> Selected 27949 entries ( 100 % ). Overall 6105266 ( 61.0527 % ) of required 10000000 entries. 2016-02-14 18:26:43 | Using evaluation file (240/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.121.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:26:43 | -> Pre-selected 185293 entries from 185293 ( 100 % ) 2016-02-14 18:27:23 | -> Selected 185293 entries ( 100 % ). Overall 6290559 ( 62.9056 % ) of required 10000000 entries. 2016-02-14 18:27:23 | Using evaluation file (241/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.25.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:27:23 | -> Pre-selected 85033 entries from 85033 ( 100 % ) 2016-02-14 18:27:41 | -> Selected 85033 entries ( 100 % ). Overall 6375592 ( 63.7559 % ) of required 10000000 entries. 2016-02-14 18:27:41 | Using evaluation file (242/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.26.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:27:41 | -> Pre-selected 42064 entries from 42064 ( 100 % ) 2016-02-14 18:27:50 | -> Selected 42064 entries ( 100 % ). Overall 6417656 ( 64.1766 % ) of required 10000000 entries. 2016-02-14 18:27:50 | Using evaluation file (243/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKa/ANNPID.21.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:27:50 | -> Pre-selected 37778 entries from 37778 ( 100 % ) 2016-02-14 18:27:59 | -> Selected 37778 entries ( 100 % ). Overall 6455434 ( 64.5543 % ) of required 10000000 entries. 2016-02-14 18:27:59 | Using evaluation file (244/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.75.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:27:59 | -> Pre-selected 14880 entries from 14880 ( 100 % ) 2016-02-14 18:28:02 | -> Selected 14880 entries ( 100 % ). Overall 6470314 ( 64.7031 % ) of required 10000000 entries. 2016-02-14 18:28:02 | Using evaluation file (245/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.16.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:28:02 | -> Pre-selected 51085 entries from 51085 ( 100 % ) 2016-02-14 18:28:13 | -> Selected 51085 entries ( 100 % ). Overall 6521399 ( 65.214 % ) of required 10000000 entries. 2016-02-14 18:28:13 | Using evaluation file (246/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.30.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:28:13 | -> Pre-selected 83310 entries from 83310 ( 100 % ) 2016-02-14 18:28:31 | -> Selected 83310 entries ( 100 % ). Overall 6604709 ( 66.0471 % ) of required 10000000 entries. 2016-02-14 18:28:31 | Using evaluation file (247/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuKstarmumu/ANNPID.54.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:28:31 | -> Pre-selected 98235 entries from 98235 ( 100 % ) 2016-02-14 18:28:52 | -> Selected 98235 entries ( 100 % ). Overall 6702944 ( 67.0294 % ) of required 10000000 entries. 2016-02-14 18:28:52 | Using evaluation file (248/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.135.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:28:52 | -> Pre-selected 124784 entries from 124784 ( 100 % ) 2016-02-14 18:29:19 | -> Selected 124784 entries ( 100 % ). Overall 6827728 ( 68.2773 % ) of required 10000000 entries. 2016-02-14 18:29:19 | Using evaluation file (249/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.140.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:29:19 | -> Pre-selected 54671 entries from 54671 ( 100 % ) 2016-02-14 18:29:31 | -> Selected 54671 entries ( 100 % ). Overall 6882399 ( 68.824 % ) of required 10000000 entries. 2016-02-14 18:29:31 | Using evaluation file (250/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.191.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:29:31 | -> Pre-selected 58082 entries from 58082 ( 100 % ) 2016-02-14 18:29:43 | -> Selected 58082 entries ( 100 % ). Overall 6940481 ( 69.4048 % ) of required 10000000 entries. 2016-02-14 18:29:43 | Using evaluation file (251/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Kspipiee/ANNPID.11.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:29:43 | -> Pre-selected 39155 entries from 39155 ( 100 % ) 2016-02-14 18:29:52 | -> Selected 39155 entries ( 100 % ). Overall 6979636 ( 69.7964 % ) of required 10000000 entries. 2016-02-14 18:29:52 | Using evaluation file (252/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:29:52 | -> Pre-selected 114751 entries from 114751 ( 100 % ) 2016-02-14 18:30:17 | -> Selected 114751 entries ( 100 % ). Overall 7094387 ( 70.9439 % ) of required 10000000 entries. 2016-02-14 18:30:17 | Using evaluation file (253/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.69.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:30:17 | -> Pre-selected 36989 entries from 36989 ( 100 % ) 2016-02-14 18:30:25 | -> Selected 36989 entries ( 100 % ). Overall 7131376 ( 71.3138 % ) of required 10000000 entries. 2016-02-14 18:30:25 | Using evaluation file (254/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.106.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:30:25 | -> Pre-selected 98953 entries from 98953 ( 100 % ) 2016-02-14 18:30:46 | -> Selected 98953 entries ( 100 % ). Overall 7230329 ( 72.3033 % ) of required 10000000 entries. 2016-02-14 18:30:46 | Using evaluation file (255/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.8.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:30:46 | -> Pre-selected 42646 entries from 42646 ( 100 % ) 2016-02-14 18:30:55 | -> Selected 42646 entries ( 100 % ). Overall 7272975 ( 72.7297 % ) of required 10000000 entries. 2016-02-14 18:30:55 | Using evaluation file (256/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.62.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:30:55 | -> Pre-selected 66510 entries from 66510 ( 100 % ) 2016-02-14 18:31:10 | -> Selected 66510 entries ( 100 % ). Overall 7339485 ( 73.3949 % ) of required 10000000 entries. 2016-02-14 18:31:10 | Using evaluation file (257/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.207.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:31:10 | -> Pre-selected 110935 entries from 110935 ( 100 % ) 2016-02-14 18:31:34 | -> Selected 110935 entries ( 100 % ). Overall 7450420 ( 74.5042 % ) of required 10000000 entries. 2016-02-14 18:31:34 | Using evaluation file (258/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.335.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:31:34 | -> Pre-selected 94285 entries from 94285 ( 100 % ) 2016-02-14 18:31:54 | -> Selected 94285 entries ( 100 % ). Overall 7544705 ( 75.4471 % ) of required 10000000 entries. 2016-02-14 18:31:54 | Using evaluation file (259/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.12.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:31:54 | -> Pre-selected 27378 entries from 27378 ( 100 % ) 2016-02-14 18:32:00 | -> Selected 27378 entries ( 100 % ). Overall 7572083 ( 75.7208 % ) of required 10000000 entries. 2016-02-14 18:32:00 | Using evaluation file (260/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.2.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:32:00 | -> Pre-selected 53325 entries from 53325 ( 100 % ) 2016-02-14 18:32:12 | -> Selected 53325 entries ( 100 % ). Overall 7625408 ( 76.2541 % ) of required 10000000 entries. 2016-02-14 18:32:12 | Using evaluation file (261/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaMuMu/ANNPID.38.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:32:12 | -> Pre-selected 90784 entries from 90784 ( 100 % ) 2016-02-14 18:32:31 | -> Selected 90784 entries ( 100 % ). Overall 7716192 ( 77.1619 % ) of required 10000000 entries. 2016-02-14 18:32:31 | Using evaluation file (262/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.106.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:32:31 | -> Pre-selected 16605 entries from 16605 ( 100 % ) 2016-02-14 18:32:35 | -> Selected 16605 entries ( 100 % ). Overall 7732797 ( 77.328 % ) of required 10000000 entries. 2016-02-14 18:32:35 | Using evaluation file (263/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.34.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:32:35 | -> Pre-selected 75717 entries from 75717 ( 100 % ) 2016-02-14 18:32:51 | -> Selected 75717 entries ( 100 % ). Overall 7808514 ( 78.0851 % ) of required 10000000 entries. 2016-02-14 18:32:51 | Using evaluation file (264/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.47.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:32:51 | -> Pre-selected 80122 entries from 80122 ( 100 % ) 2016-02-14 18:33:08 | -> Selected 80122 entries ( 100 % ). Overall 7888636 ( 78.8864 % ) of required 10000000 entries. 2016-02-14 18:33:08 | Using evaluation file (265/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.214.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:33:09 | -> Pre-selected 74108 entries from 74108 ( 100 % ) 2016-02-14 18:33:24 | -> Selected 74108 entries ( 100 % ). Overall 7962744 ( 79.6274 % ) of required 10000000 entries. 2016-02-14 18:33:24 | Using evaluation file (266/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.220.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:33:25 | -> Pre-selected 181614 entries from 181614 ( 100 % ) 2016-02-14 18:34:03 | -> Selected 181614 entries ( 100 % ). Overall 8144358 ( 81.4436 % ) of required 10000000 entries. 2016-02-14 18:34:03 | Using evaluation file (267/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.43.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:34:03 | -> Pre-selected 29250 entries from 29250 ( 100 % ) 2016-02-14 18:34:10 | -> Selected 29250 entries ( 100 % ). Overall 8173608 ( 81.7361 % ) of required 10000000 entries. 2016-02-14 18:34:10 | Using evaluation file (268/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.143.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:34:10 | -> Pre-selected 69479 entries from 69479 ( 100 % ) 2016-02-14 18:34:25 | -> Selected 69479 entries ( 100 % ). Overall 8243087 ( 82.4309 % ) of required 10000000 entries. 2016-02-14 18:34:25 | Using evaluation file (269/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.28.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:34:25 | -> Pre-selected 5541 entries from 5541 ( 100 % ) 2016-02-14 18:34:26 | -> Selected 5541 entries ( 100 % ). Overall 8248628 ( 82.4863 % ) of required 10000000 entries. 2016-02-14 18:34:26 | Using evaluation file (270/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.26.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:34:26 | -> Pre-selected 3142 entries from 3142 ( 100 % ) 2016-02-14 18:34:27 | -> Selected 3142 entries ( 100 % ). Overall 8251770 ( 82.5177 % ) of required 10000000 entries. 2016-02-14 18:34:27 | Using evaluation file (271/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.205.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:34:27 | -> Pre-selected 89922 entries from 89922 ( 100 % ) 2016-02-14 18:34:46 | -> Selected 89922 entries ( 100 % ). Overall 8341692 ( 83.4169 % ) of required 10000000 entries. 2016-02-14 18:34:46 | Using evaluation file (272/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.66.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:34:46 | -> Pre-selected 45312 entries from 45312 ( 100 % ) 2016-02-14 18:34:56 | -> Selected 45312 entries ( 100 % ). Overall 8387004 ( 83.87 % ) of required 10000000 entries. 2016-02-14 18:34:56 | Using evaluation file (273/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Ks4e/ANNPID.32.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:34:56 | -> Pre-selected 19759 entries from 19759 ( 100 % ) 2016-02-14 18:35:00 | -> Selected 19759 entries ( 100 % ). Overall 8406763 ( 84.0676 % ) of required 10000000 entries. 2016-02-14 18:35:00 | Using evaluation file (274/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.30.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:35:00 | -> Pre-selected 81792 entries from 81792 ( 100 % ) 2016-02-14 18:35:18 | -> Selected 81792 entries ( 100 % ). Overall 8488555 ( 84.8855 % ) of required 10000000 entries. 2016-02-14 18:35:18 | Using evaluation file (275/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.213.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:35:18 | -> Pre-selected 180384 entries from 180384 ( 100 % ) 2016-02-14 18:35:58 | -> Selected 180384 entries ( 100 % ). Overall 8668939 ( 86.6894 % ) of required 10000000 entries. 2016-02-14 18:35:58 | Using evaluation file (276/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.201.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:35:58 | -> Pre-selected 123409 entries from 123409 ( 100 % ) 2016-02-14 18:36:24 | -> Selected 123409 entries ( 100 % ). Overall 8792348 ( 87.9235 % ) of required 10000000 entries. 2016-02-14 18:36:24 | Using evaluation file (277/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.221.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:36:24 | -> Pre-selected 137758 entries from 137758 ( 100 % ) 2016-02-14 18:36:54 | -> Selected 137758 entries ( 100 % ). Overall 8930106 ( 89.3011 % ) of required 10000000 entries. 2016-02-14 18:36:54 | Using evaluation file (278/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.251.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:36:54 | -> Pre-selected 60363 entries from 60363 ( 100 % ) 2016-02-14 18:37:07 | -> Selected 60363 entries ( 100 % ). Overall 8990469 ( 89.9047 % ) of required 10000000 entries. 2016-02-14 18:37:07 | Using evaluation file (279/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.45.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:37:07 | -> Pre-selected 174522 entries from 174522 ( 100 % ) 2016-02-14 18:37:45 | -> Selected 174522 entries ( 100 % ). Overall 9164991 ( 91.6499 % ) of required 10000000 entries. 2016-02-14 18:37:45 | Using evaluation file (280/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.3.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:37:45 | -> Pre-selected 119359 entries from 119359 ( 100 % ) 2016-02-14 18:38:10 | -> Selected 119359 entries ( 100 % ). Overall 9284350 ( 92.8435 % ) of required 10000000 entries. 2016-02-14 18:38:10 | Using evaluation file (281/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.290.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:38:10 | -> Pre-selected 20916 entries from 20916 ( 100 % ) 2016-02-14 18:38:15 | -> Selected 20916 entries ( 100 % ). Overall 9305266 ( 93.0527 % ) of required 10000000 entries. 2016-02-14 18:38:15 | Using evaluation file (282/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.42.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:38:15 | -> Pre-selected 45302 entries from 45302 ( 100 % ) 2016-02-14 18:38:25 | -> Selected 45302 entries ( 100 % ). Overall 9350568 ( 93.5057 % ) of required 10000000 entries. 2016-02-14 18:38:25 | Using evaluation file (283/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.14.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:38:25 | -> Pre-selected 181365 entries from 181365 ( 100 % ) 2016-02-14 18:39:04 | -> Selected 181365 entries ( 100 % ). Overall 9531933 ( 95.3193 % ) of required 10000000 entries. 2016-02-14 18:39:04 | Using evaluation file (284/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.138.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:39:04 | -> Pre-selected 88582 entries from 88582 ( 100 % ) 2016-02-14 18:39:23 | -> Selected 88582 entries ( 100 % ). Overall 9620515 ( 96.2052 % ) of required 10000000 entries. 2016-02-14 18:39:23 | Using evaluation file (285/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.80.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:39:23 | -> Pre-selected 28837 entries from 28837 ( 100 % ) 2016-02-14 18:39:29 | -> Selected 28837 entries ( 100 % ). Overall 9649352 ( 96.4935 % ) of required 10000000 entries. 2016-02-14 18:39:29 | Using evaluation file (286/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.70.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:39:29 | -> Pre-selected 140403 entries from 140403 ( 100 % ) 2016-02-14 18:39:59 | -> Selected 140403 entries ( 100 % ). Overall 9789755 ( 97.8975 % ) of required 10000000 entries. 2016-02-14 18:39:59 | Using evaluation file (287/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:39:59 | -> Pre-selected 32730 entries from 32730 ( 100 % ) 2016-02-14 18:40:07 | -> Selected 32730 entries ( 100 % ). Overall 9822485 ( 98.2249 % ) of required 10000000 entries. 2016-02-14 18:40:07 | Using evaluation file (288/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.21.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:40:07 | -> Pre-selected 27079 entries from 27079 ( 100 % ) 2016-02-14 18:40:12 | -> Selected 27079 entries ( 100 % ). Overall 9849564 ( 98.4956 % ) of required 10000000 entries. 2016-02-14 18:40:12 | Using evaluation file (289/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD0KstarKpi/ANNPID.63.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:40:12 | -> Pre-selected 46670 entries from 46670 ( 100 % ) 2016-02-14 18:40:22 | -> Selected 46670 entries ( 100 % ). Overall 9896234 ( 98.9623 % ) of required 10000000 entries. 2016-02-14 18:40:22 | Using evaluation file (290/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.19.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:40:23 | -> Pre-selected 49109 entries from 49109 ( 100 % ) 2016-02-14 18:40:33 | -> Selected 49109 entries ( 100 % ). Overall 9945343 ( 99.4534 % ) of required 10000000 entries. 2016-02-14 18:40:33 | Using evaluation file (291/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.86.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:40:33 | -> Pre-selected 107639 entries from 107639 ( 100 % ) 2016-02-14 18:40:46 | -> Selected 54657 entries ( 50.7781 % ). Overall 10000000 ( 100 % ) of required 10000000 entries. 2016-02-14 18:40:46 | Considered 10000000 tracks for input to MVA evaluation 2016-02-14 18:40:46 | Sel. Eff. = 100% 2016-02-14 18:40:46 | Selected 10000000 tracks for input to MVA evaluation 2016-02-14 18:40:46 | Ghost percentage = 86.299% 2016-02-14 18:40:46 | Electron percentage = 0.09126% 2016-02-14 18:40:46 | Muon percentage = 0.61526% 2016-02-14 18:40:46 | Pion percentage = 10.5061% 2016-02-14 18:40:46 | Kaon percentage = 0.82305% 2016-02-14 18:40:46 | Proton percentage = 1.66044% 2016-02-14 18:40:46 | Unknown Particle type 3112 2016-02-14 18:40:46 | percentage = 0.00171% 2016-02-14 18:40:46 | Unknown Particle type 3222 2016-02-14 18:40:46 | percentage = 0.00263% 2016-02-14 18:40:46 | Unknown Particle type 3312 2016-02-14 18:40:46 | percentage = 0.00058% 2016-02-14 18:40:46 | Making Input Variable plots 2016-02-14 18:40:54 | Making MVA V Input Variable plots 2016-02-14 18:40:58 | Making DLL V Input Variable plots 2016-02-14 18:41:02 | Making purity plots 2016-02-14 18:41:02 | Making MVA Output plots 2016-02-14 18:41:02 | Making DLL Output plots 2016-02-14 18:41:02 | Making MVA DLL Correlation plots 2016-02-14 18:41:03 | Making MVA V P eff plots 2016-02-14 18:41:08 | Making DLL V P eff plots 2016-02-14 18:41:18 | Making MVA eff. V DLL cut plots 2016-02-14 18:41:22 | Making DLL eff. V MVA cut plots 2016-02-14 18:41:25 | Making final performance plots ... 2016-02-14 18:41:25 | Creating Eff V Purity text file : text/MC12-Mixture/EvalWithPreSel/DownstreamProtonEffVPurity-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC12MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 18:41:25 | Creating Eff V OverallMisID text file : text/MC12-Mixture/EvalWithPreSel/DownstreamProtonEffVOverallMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC12MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 18:41:25 | Creating Eff V Electron MisID text file : text/MC12-Mixture/EvalWithPreSel/DownstreamProtonEffVElectronMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC12MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 18:41:26 | Creating Eff V Ghost MisID text file : text/MC12-Mixture/EvalWithPreSel/DownstreamProtonEffVGhostMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC12MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 18:41:26 | Creating Eff V Kaon MisID text file : text/MC12-Mixture/EvalWithPreSel/DownstreamProtonEffVKaonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC12MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 18:41:26 | Creating Eff V Muon MisID text file : text/MC12-Mixture/EvalWithPreSel/DownstreamProtonEffVMuonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC12MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 18:41:26 | Creating Eff V Pion MisID text file : text/MC12-Mixture/EvalWithPreSel/DownstreamProtonEffVPionMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC12MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 18:41:26 | Closing Downstream-Proton-evaluation.root 2016-02-14 18:42:04 | Finished... 2016-02-14 18:42:08 | Cache directory = '/var/work/jonesc/ANNPID-DataCache' Warning in : class pair found in libEventPackerDict.so is already in libPhysEventDict.so 2016-02-14 18:42:10 | Network Config file = /usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTks-EvalPhysTks-ReweightRICH2/GhostAccFrac0.1/ProtonAccFrac1.0/KaonAccFrac1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/GlobalPID_Proton_Downstream_ANN.txt 2016-02-14 18:42:10 | Training parameters file = /usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTks-EvalPhysTks-ReweightRICH2/GhostAccFrac0.1/ProtonAccFrac1.0/KaonAccFrac1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/train-config.txt 2016-02-14 18:42:10 | Particle type = Proton 2016-02-14 18:42:10 | Background types = All 2016-02-14 18:42:10 | Training Mix = NaturalMix 2016-02-14 18:42:10 | Track type = Downstream 2016-02-14 18:42:10 | Track PresSel = NoTrackPreSelection.txt 2016-02-14 18:42:10 | Network type = TMVA 2016-02-14 18:42:10 | Ghost treatment = Ghosts Ghosts 2016-02-14 18:42:10 | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2016-02-14 18:42:10 | Reweighting = ReweightRICH2 2016-02-14 18:42:10 | Output file = GlobalPID_Proton_Downstream_TMVA.weights.xml 2016-02-14 18:42:10 | Skipping input #TrackCloneDist 2016-02-14 18:42:10 | Skipping input #RichAboveElThres 2016-02-14 18:42:10 | Skipping input #RichAboveMuThres 2016-02-14 18:42:10 | Creating selection from 'NoTrackPreSelection.txt' 2016-02-14 18:42:10 | -> # very very loose. Essentially no cuts 2016-02-14 18:42:10 | -> TrackP > 0 2016-02-14 18:42:10 | -> TrackPt > 0 2016-02-14 18:42:10 | Creating selection from 'AllPhysTracksInEvent.txt' 2016-02-14 18:42:10 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2016-02-14 18:42:10 | Training sample size (excluding ghosts) = 1800000 2016-02-14 18:42:10 | Evaluation sample size = 10000000 2016-02-14 18:42:10 | Reading Parameters file = /usera/jonesc/cmtuser/DaVinci_v36r2/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainMixture/TrainPhysTks-EvalPhysTks-ReweightRICH2/GhostAccFrac0.1/ProtonAccFrac1.0/KaonAccFrac1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/MVA.txt 2016-02-14 18:42:10 | -> NBTASK = CLA 2016-02-14 18:42:10 | -> NBMOM = 0.0 2016-02-14 18:42:10 | -> NBREG = ALL 2016-02-14 18:42:10 | -> TMVAVALIDATIONFRAC = 0.3 2016-02-14 18:42:10 | -> TMVATESTFRAC = 0.3 2016-02-14 18:42:10 | -> MaxTrainSizeFactor = 1.5 2016-02-14 18:42:10 | -> HiddenLayerScaleFactor = 1.3 2016-02-14 18:42:10 | -> GhostAcceptFraction = 0.1 2016-02-14 18:42:10 | -> KaonAcceptFraction = 1.0 2016-02-14 18:42:10 | -> ProtonAcceptFraction = 1.0 2016-02-14 18:42:10 | -> ReuseTrainingFiles = 0 2016-02-14 18:42:10 | -> TrainingYear = MC12 2016-02-14 18:42:10 | -> TMVAMETHOD = MLP 2016-02-14 18:42:10 | -> TMVAUSEREGULATOR = false 2016-02-14 18:42:10 | -> TMVAMLPNCYCLES = 750 2016-02-14 18:42:10 | -> TMVAVARTRANSFORM = Norm 2016-02-14 18:42:10 | -> TMVAMLPNEURONTYPE = tanh 2016-02-14 18:42:10 | -> TMVAMLPMETHOD = BP 2016-02-14 18:42:10 | -> TMVAMLPESTIMATORTYPE = CE 2016-02-14 18:42:10 | -> TMVAMLPCONVIMPROVE = 1e-16 2016-02-14 18:42:10 | -> TMVAMLPCONVTEST = 15 2016-02-14 18:42:10 | -> TMVABDTBOOSTTYPE = AdaBoost 2016-02-14 18:42:10 | -> TMVABDTNTREES = 800 2016-02-14 18:42:10 | -> TMVABDTPRUNEMETHOD = CostComplexity 2016-02-14 18:42:10 | -> TMVABDTMAXTREEDEPTH = 3 2016-02-14 18:42:10 | Reading Parameters file = Eval.txt 2016-02-14 18:42:10 | -> EVALMODE = EvalWithPreSel 2016-02-14 18:42:10 | -> EVALDATA = Mixture 2016-02-14 18:42:10 | -> EVALYEAR = MC2015Sim09Dev03 2016-02-14 18:42:10 | Node layer two scale = 1.3 2016-02-14 18:42:10 | Input layer has 31 nodes, hidden layer has 39 nodes 2016-02-14 18:42:10 | Ghost Accept Fraction = 0.1 2016-02-14 18:42:10 | Proton Accept Fraction = 1 2016-02-14 18:42:10 | Kaon Accept Fraction = 1 2016-02-14 18:42:10 | Max Training sample size (with ghosts) = 2700000 2016-02-14 18:42:10 | Training data year = MC12 2016-02-14 18:42:10 | Evaluation data year = MC2015Sim09Dev03 2016-02-14 18:42:10 | Creating training MC12 RICH2 reweighting selection 2016-02-14 18:42:10 | Input Data file = TrainingFiles-Mixture.txt 2016-02-14 18:42:10 | Using 4496 data files 2016-02-14 18:42:10 | Training Datafile Selection hash = 10023981467298386733 2016-02-14 18:42:10 | Using training file (1/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.75.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:11 | -> Pre-selected 3545 entries from 16272 ( 21.7859 % ) 2016-02-14 18:42:11 | -> Selected 3545 entries ( 21.7859 % ). Overall 2144 ( 0.119111 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:11 | Using training file (2/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.32.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:11 | -> Pre-selected 10326 entries from 46459 ( 22.226 % ) 2016-02-14 18:42:11 | -> Selected 10326 entries ( 22.226 % ). Overall 8507 ( 0.472611 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:11 | Using training file (3/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.65.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:12 | -> Pre-selected 41145 entries from 184086 ( 22.351 % ) 2016-02-14 18:42:14 | -> Selected 41145 entries ( 22.351 % ). Overall 33996 ( 1.88867 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:14 | Using training file (4/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.11.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:14 | -> Pre-selected 9597 entries from 43247 ( 22.1911 % ) 2016-02-14 18:42:15 | -> Selected 9597 entries ( 22.1911 % ). Overall 39885 ( 2.21583 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:15 | Using training file (5/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.32.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:15 | -> Pre-selected 25437 entries from 111347 ( 22.8448 % ) 2016-02-14 18:42:17 | -> Selected 25437 entries ( 22.8448 % ). Overall 55715 ( 3.09528 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:17 | Using training file (6/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.148.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:17 | -> Pre-selected 24255 entries from 106279 ( 22.822 % ) 2016-02-14 18:42:18 | -> Selected 24255 entries ( 22.822 % ). Overall 70884 ( 3.938 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:18 | Using training file (7/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.32.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:18 | -> Pre-selected 19683 entries from 88900 ( 22.1406 % ) 2016-02-14 18:42:19 | -> Selected 19683 entries ( 22.1406 % ). Overall 82818 ( 4.601 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:19 | Using training file (8/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.26.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:20 | -> Pre-selected 35346 entries from 156586 ( 22.5729 % ) 2016-02-14 18:42:22 | -> Selected 35346 entries ( 22.5729 % ). Overall 104676 ( 5.81533 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:22 | Using training file (9/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.44.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:22 | -> Pre-selected 10258 entries from 45154 ( 22.7178 % ) 2016-02-14 18:42:22 | -> Selected 10258 entries ( 22.7178 % ). Overall 111053 ( 6.16961 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:22 | Using training file (10/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiKstar/ANNPID.52.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:23 | -> Pre-selected 20459 entries from 92133 ( 22.2059 % ) 2016-02-14 18:42:24 | -> Selected 20459 entries ( 22.2059 % ). Overall 123531 ( 6.86283 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:24 | Using training file (11/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.258.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:24 | -> Pre-selected 41253 entries from 184349 ( 22.3777 % ) 2016-02-14 18:42:26 | -> Selected 41253 entries ( 22.3777 % ). Overall 148892 ( 8.27178 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:26 | Using training file (12/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.31.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:27 | -> Pre-selected 35717 entries from 164189 ( 21.7536 % ) 2016-02-14 18:42:29 | -> Selected 35717 entries ( 21.7536 % ). Overall 170325 ( 9.4625 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:29 | Using training file (13/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.139.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:29 | -> Pre-selected 9157 entries from 41321 ( 22.1606 % ) 2016-02-14 18:42:30 | -> Selected 9157 entries ( 22.1606 % ). Overall 175932 ( 9.774 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:30 | Using training file (14/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:30 | -> Pre-selected 23493 entries from 102663 ( 22.8836 % ) 2016-02-14 18:42:31 | -> Selected 23493 entries ( 22.8836 % ). Overall 190602 ( 10.589 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:31 | Using training file (15/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.143.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:31 | -> Pre-selected 6292 entries from 27929 ( 22.5286 % ) 2016-02-14 18:42:32 | -> Selected 6292 entries ( 22.5286 % ). Overall 194506 ( 10.8059 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:32 | Using training file (16/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.231.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:32 | -> Pre-selected 40968 entries from 182023 ( 22.507 % ) 2016-02-14 18:42:34 | -> Selected 40968 entries ( 22.507 % ). Overall 219744 ( 12.208 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:34 | Using training file (17/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.61.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:34 | -> Pre-selected 1677 entries from 7479 ( 22.4228 % ) 2016-02-14 18:42:34 | -> Selected 1677 entries ( 22.4228 % ). Overall 220789 ( 12.2661 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:34 | Using training file (18/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.110.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:34 | -> Pre-selected 8305 entries from 37377 ( 22.2195 % ) 2016-02-14 18:42:35 | -> Selected 8305 entries ( 22.2195 % ). Overall 225849 ( 12.5472 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:35 | Using training file (19/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.69.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:35 | -> Pre-selected 22783 entries from 99281 ( 22.948 % ) 2016-02-14 18:42:36 | -> Selected 22783 entries ( 22.948 % ). Overall 240104 ( 13.3391 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:36 | Using training file (20/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.84.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:36 | -> Pre-selected 18921 entries from 82446 ( 22.9496 % ) 2016-02-14 18:42:38 | -> Selected 18921 entries ( 22.9496 % ). Overall 252042 ( 14.0023 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:38 | Using training file (21/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Zgee40GeV/ANNPID.16.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:38 | -> Pre-selected 24042 entries from 106607 ( 22.552 % ) 2016-02-14 18:42:39 | -> Selected 24042 entries ( 22.552 % ). Overall 266921 ( 14.8289 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:39 | Using training file (22/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.141.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:39 | -> Pre-selected 7346 entries from 33302 ( 22.0587 % ) 2016-02-14 18:42:40 | -> Selected 7346 entries ( 22.0587 % ). Overall 271444 ( 15.0802 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:40 | Using training file (23/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.24.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:40 | -> Pre-selected 24579 entries from 107649 ( 22.8325 % ) 2016-02-14 18:42:41 | -> Selected 24579 entries ( 22.8325 % ). Overall 286803 ( 15.9335 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:41 | Using training file (24/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.149.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:41 | -> Pre-selected 9446 entries from 43291 ( 21.8198 % ) 2016-02-14 18:42:42 | -> Selected 9446 entries ( 21.8198 % ). Overall 292453 ( 16.2474 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:42 | Using training file (25/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.39.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:42 | -> Pre-selected 33164 entries from 148928 ( 22.2685 % ) 2016-02-14 18:42:44 | -> Selected 33164 entries ( 22.2685 % ). Overall 312762 ( 17.3757 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:44 | Using training file (26/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.203.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:44 | -> Pre-selected 24376 entries from 107004 ( 22.7805 % ) 2016-02-14 18:42:46 | -> Selected 24376 entries ( 22.7805 % ). Overall 327831 ( 18.2128 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:46 | Using training file (27/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.56.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:46 | -> Pre-selected 37899 entries from 172360 ( 21.9883 % ) 2016-02-14 18:42:48 | -> Selected 37899 entries ( 21.9883 % ). Overall 351039 ( 19.5022 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:48 | Using training file (28/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bs4mu/ANNPID.33.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:48 | -> Pre-selected 17467 entries from 78078 ( 22.3712 % ) 2016-02-14 18:42:49 | -> Selected 17467 entries ( 22.3712 % ). Overall 361594 ( 20.0886 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:50 | Using training file (29/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.3.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:50 | -> Pre-selected 4651 entries from 20292 ( 22.9204 % ) 2016-02-14 18:42:50 | -> Selected 4651 entries ( 22.9204 % ). Overall 364495 ( 20.2497 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:50 | Using training file (30/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.30.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:50 | -> Pre-selected 6230 entries from 27061 ( 23.0221 % ) 2016-02-14 18:42:50 | -> Selected 6230 entries ( 23.0221 % ). Overall 368377 ( 20.4654 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:50 | Using training file (31/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:50 | -> Pre-selected 10098 entries from 43522 ( 23.2021 % ) 2016-02-14 18:42:51 | -> Selected 10098 entries ( 23.2021 % ). Overall 374779 ( 20.8211 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:51 | Using training file (32/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.33.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:51 | -> Pre-selected 27040 entries from 123041 ( 21.9764 % ) 2016-02-14 18:42:53 | -> Selected 27040 entries ( 21.9764 % ). Overall 391213 ( 21.7341 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:53 | Using training file (33/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.28.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:53 | -> Pre-selected 4273 entries from 19003 ( 22.4859 % ) 2016-02-14 18:42:53 | -> Selected 4273 entries ( 22.4859 % ). Overall 393894 ( 21.883 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:53 | Using training file (34/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.200.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:53 | -> Pre-selected 10225 entries from 44780 ( 22.8339 % ) 2016-02-14 18:42:54 | -> Selected 10225 entries ( 22.8339 % ). Overall 400258 ( 22.2366 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:54 | Using training file (35/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.126.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:54 | -> Pre-selected 29525 entries from 132557 ( 22.2734 % ) 2016-02-14 18:42:56 | -> Selected 29525 entries ( 22.2734 % ). Overall 418306 ( 23.2392 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:56 | Using training file (36/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.13.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:56 | -> Pre-selected 1138 entries from 4992 ( 22.7965 % ) 2016-02-14 18:42:56 | -> Selected 1138 entries ( 22.7965 % ). Overall 419013 ( 23.2785 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:56 | Using training file (37/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.78.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:56 | -> Pre-selected 4826 entries from 20809 ( 23.1919 % ) 2016-02-14 18:42:56 | -> Selected 4826 entries ( 23.1919 % ). Overall 422004 ( 23.4447 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:56 | Using training file (38/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.261.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:56 | -> Pre-selected 61 entries from 269 ( 22.6766 % ) 2016-02-14 18:42:56 | -> Selected 61 entries ( 22.6766 % ). Overall 422040 ( 23.4467 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:56 | Using training file (39/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.153.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:56 | -> Pre-selected 6850 entries from 30391 ( 22.5396 % ) 2016-02-14 18:42:57 | -> Selected 6850 entries ( 22.5396 % ). Overall 426276 ( 23.682 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:57 | Using training file (40/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.294.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:57 | -> Pre-selected 27338 entries from 122744 ( 22.2724 % ) 2016-02-14 18:42:58 | -> Selected 27338 entries ( 22.2724 % ). Overall 443067 ( 24.6148 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:42:58 | Using training file (41/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.172.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:42:59 | -> Pre-selected 29805 entries from 134679 ( 22.1304 % ) 2016-02-14 18:43:00 | -> Selected 29805 entries ( 22.1304 % ). Overall 461369 ( 25.6316 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:00 | Using training file (42/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.56.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:01 | -> Pre-selected 19284 entries from 85432 ( 22.5723 % ) 2016-02-14 18:43:02 | -> Selected 19284 entries ( 22.5723 % ). Overall 473245 ( 26.2914 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:02 | Using training file (43/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.58.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:02 | -> Pre-selected 5422 entries from 24322 ( 22.2926 % ) 2016-02-14 18:43:02 | -> Selected 5422 entries ( 22.2926 % ). Overall 476559 ( 26.4755 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:02 | Using training file (44/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.54.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:02 | -> Pre-selected 26019 entries from 119398 ( 21.7918 % ) 2016-02-14 18:43:04 | -> Selected 26019 entries ( 21.7918 % ). Overall 492257 ( 27.3476 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:04 | Using training file (45/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.43.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:04 | -> Pre-selected 7194 entries from 32287 ( 22.2814 % ) 2016-02-14 18:43:04 | -> Selected 7194 entries ( 22.2814 % ). Overall 496619 ( 27.5899 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:04 | Using training file (46/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaMuMu/ANNPID.36.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:05 | -> Pre-selected 23086 entries from 100641 ( 22.939 % ) 2016-02-14 18:43:06 | -> Selected 23086 entries ( 22.939 % ). Overall 511096 ( 28.3942 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:06 | Using training file (47/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.40.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:06 | -> Pre-selected 36486 entries from 166362 ( 21.9317 % ) 2016-02-14 18:43:08 | -> Selected 36486 entries ( 21.9317 % ). Overall 533207 ( 29.6226 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:08 | Using training file (48/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.2.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:08 | -> Pre-selected 8190 entries from 36661 ( 22.3398 % ) 2016-02-14 18:43:09 | -> Selected 8190 entries ( 22.3398 % ). Overall 538275 ( 29.9042 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:09 | Using training file (49/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.25.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:09 | -> Pre-selected 21881 entries from 99360 ( 22.0219 % ) 2016-02-14 18:43:10 | -> Selected 21881 entries ( 22.0219 % ). Overall 551594 ( 30.6441 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:10 | Using training file (50/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.289.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:11 | -> Pre-selected 27764 entries from 123573 ( 22.4677 % ) 2016-02-14 18:43:12 | -> Selected 27764 entries ( 22.4677 % ). Overall 568636 ( 31.5909 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:12 | Using training file (51/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdKstarmumu/ANNPID.15.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:12 | -> Pre-selected 8815 entries from 39979 ( 22.0491 % ) 2016-02-14 18:43:13 | -> Selected 8815 entries ( 22.0491 % ). Overall 573961 ( 31.8867 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:13 | Using training file (52/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdD-K-KKPi/ANNPID.31.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:13 | -> Pre-selected 8894 entries from 40620 ( 21.8956 % ) 2016-02-14 18:43:13 | -> Selected 8894 entries ( 21.8956 % ). Overall 579399 ( 32.1888 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:13 | Using training file (53/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BsD0PhiKpi/ANNPID.9.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:14 | -> Pre-selected 8848 entries from 38555 ( 22.949 % ) 2016-02-14 18:43:14 | -> Selected 8848 entries ( 22.949 % ). Overall 584917 ( 32.4954 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:14 | Using training file (54/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.8.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:14 | -> Pre-selected 2056 entries from 9532 ( 21.5695 % ) 2016-02-14 18:43:14 | -> Selected 2056 entries ( 21.5695 % ). Overall 586079 ( 32.5599 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:14 | Using training file (55/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.12.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:14 | -> Pre-selected 19343 entries from 88063 ( 21.965 % ) 2016-02-14 18:43:16 | -> Selected 19343 entries ( 21.965 % ). Overall 597911 ( 33.2173 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:16 | Using training file (56/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.136.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:16 | -> Pre-selected 749 entries from 3097 ( 24.1847 % ) 2016-02-14 18:43:16 | -> Selected 749 entries ( 24.1847 % ). Overall 598361 ( 33.2423 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:16 | Using training file (57/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.165.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:16 | -> Pre-selected 41139 entries from 184043 ( 22.3529 % ) 2016-02-14 18:43:18 | -> Selected 41139 entries ( 22.3529 % ). Overall 623524 ( 34.6402 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:18 | Using training file (58/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.107.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:19 | -> Pre-selected 33324 entries from 151904 ( 21.9375 % ) 2016-02-14 18:43:21 | -> Selected 33324 entries ( 21.9375 % ). Overall 643762 ( 35.7646 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:21 | Using training file (59/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.40.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:21 | -> Pre-selected 26720 entries from 115282 ( 23.1779 % ) 2016-02-14 18:43:22 | -> Selected 26720 entries ( 23.1779 % ). Overall 660431 ( 36.6906 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:22 | Using training file (60/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.86.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:22 | -> Pre-selected 6238 entries from 27254 ( 22.8884 % ) 2016-02-14 18:43:23 | -> Selected 6238 entries ( 22.8884 % ). Overall 664228 ( 36.9016 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:23 | Using training file (61/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.135.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:23 | -> Pre-selected 39072 entries from 177011 ( 22.0732 % ) 2016-02-14 18:43:25 | -> Selected 39072 entries ( 22.0732 % ). Overall 687968 ( 38.2204 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:25 | Using training file (62/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.4.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:26 | -> Pre-selected 13896 entries from 62057 ( 22.3923 % ) 2016-02-14 18:43:26 | -> Selected 13896 entries ( 22.3923 % ). Overall 696427 ( 38.6904 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:26 | Using training file (63/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.80.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:26 | -> Pre-selected 13070 entries from 56431 ( 23.161 % ) 2016-02-14 18:43:27 | -> Selected 13070 entries ( 23.161 % ). Overall 704620 ( 39.1456 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:27 | Using training file (64/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.96.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:27 | -> Pre-selected 3314 entries from 14165 ( 23.3957 % ) 2016-02-14 18:43:27 | -> Selected 3314 entries ( 23.3957 % ). Overall 706699 ( 39.2611 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:27 | Using training file (65/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.71.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:28 | -> Pre-selected 9118 entries from 41509 ( 21.9663 % ) 2016-02-14 18:43:28 | -> Selected 9118 entries ( 21.9663 % ). Overall 712207 ( 39.5671 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:28 | Using training file (66/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:28 | -> Pre-selected 19596 entries from 90125 ( 21.7431 % ) 2016-02-14 18:43:29 | -> Selected 19596 entries ( 21.7431 % ). Overall 724020 ( 40.2233 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:29 | Using training file (67/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.23.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:30 | -> Pre-selected 6067 entries from 25655 ( 23.6484 % ) 2016-02-14 18:43:30 | -> Selected 6067 entries ( 23.6484 % ). Overall 727800 ( 40.4333 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:30 | Using training file (68/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKa/ANNPID.62.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:30 | -> Pre-selected 38828 entries from 176839 ( 21.9567 % ) 2016-02-14 18:43:32 | -> Selected 38828 entries ( 21.9567 % ). Overall 751347 ( 41.7415 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:32 | Using training file (69/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.39.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:33 | -> Pre-selected 6462 entries from 28928 ( 22.3382 % ) 2016-02-14 18:43:33 | -> Selected 6462 entries ( 22.3382 % ). Overall 755210 ( 41.9561 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:33 | Using training file (70/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.29.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:33 | -> Pre-selected 2809 entries from 12090 ( 23.2341 % ) 2016-02-14 18:43:33 | -> Selected 2809 entries ( 23.2341 % ). Overall 757041 ( 42.0578 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:33 | Using training file (71/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.145.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:33 | -> Pre-selected 4277 entries from 18691 ( 22.8827 % ) 2016-02-14 18:43:33 | -> Selected 4277 entries ( 22.8827 % ). Overall 759710 ( 42.2061 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:33 | Using training file (72/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.119.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:34 | -> Pre-selected 9871 entries from 45241 ( 21.8187 % ) 2016-02-14 18:43:34 | -> Selected 9871 entries ( 21.8187 % ). Overall 765640 ( 42.5356 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:34 | Using training file (73/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:34 | -> Pre-selected 7694 entries from 34336 ( 22.408 % ) 2016-02-14 18:43:35 | -> Selected 7694 entries ( 22.408 % ). Overall 770368 ( 42.7982 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:35 | Using training file (74/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:35 | -> Pre-selected 41179 entries from 182735 ( 22.5348 % ) 2016-02-14 18:43:37 | -> Selected 41179 entries ( 22.5348 % ). Overall 795753 ( 44.2085 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:37 | Using training file (75/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.284.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:37 | -> Pre-selected 4249 entries from 18859 ( 22.5304 % ) 2016-02-14 18:43:38 | -> Selected 4249 entries ( 22.5304 % ). Overall 798439 ( 44.3577 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:38 | Using training file (76/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.128.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:38 | -> Pre-selected 12193 entries from 54053 ( 22.5575 % ) 2016-02-14 18:43:38 | -> Selected 12193 entries ( 22.5575 % ). Overall 806055 ( 44.7808 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:38 | Using training file (77/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.200.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:39 | -> Pre-selected 25921 entries from 116871 ( 22.1792 % ) 2016-02-14 18:43:40 | -> Selected 25921 entries ( 22.1792 % ). Overall 821800 ( 45.6556 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:40 | Using training file (78/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.127.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:40 | -> Pre-selected 35136 entries from 158981 ( 22.1008 % ) 2016-02-14 18:43:43 | -> Selected 35136 entries ( 22.1008 % ). Overall 843046 ( 46.8359 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:43 | Using training file (79/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bs4mu/ANNPID.66.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:43 | -> Pre-selected 5963 entries from 26914 ( 22.1558 % ) 2016-02-14 18:43:43 | -> Selected 5963 entries ( 22.1558 % ). Overall 846767 ( 47.0426 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:43 | Using training file (80/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.204.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:43 | -> Pre-selected 20178 entries from 90647 ( 22.26 % ) 2016-02-14 18:43:44 | -> Selected 20178 entries ( 22.26 % ). Overall 859082 ( 47.7268 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:44 | Using training file (81/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.22.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:45 | -> Pre-selected 39310 entries from 178281 ( 22.0495 % ) 2016-02-14 18:43:47 | -> Selected 39310 entries ( 22.0495 % ). Overall 883204 ( 49.0669 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:47 | Using training file (82/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.244.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:47 | -> Pre-selected 34644 entries from 157258 ( 22.03 % ) 2016-02-14 18:43:49 | -> Selected 34644 entries ( 22.03 % ). Overall 904316 ( 50.2398 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:49 | Using training file (83/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.28.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:49 | -> Pre-selected 13698 entries from 60612 ( 22.5995 % ) 2016-02-14 18:43:50 | -> Selected 13698 entries ( 22.5995 % ). Overall 912641 ( 50.7023 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:50 | Using training file (84/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.107.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:50 | -> Pre-selected 3106 entries from 13816 ( 22.4812 % ) 2016-02-14 18:43:50 | -> Selected 3106 entries ( 22.4812 % ). Overall 914572 ( 50.8096 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:50 | Using training file (85/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.270.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:51 | -> Pre-selected 25602 entries from 109698 ( 23.3386 % ) 2016-02-14 18:43:52 | -> Selected 25602 entries ( 23.3386 % ). Overall 930718 ( 51.7066 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:52 | Using training file (86/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.77.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:52 | -> Pre-selected 8667 entries from 39154 ( 22.1357 % ) 2016-02-14 18:43:53 | -> Selected 8667 entries ( 22.1357 % ). Overall 936056 ( 52.0031 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:53 | Using training file (87/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.66.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:53 | -> Pre-selected 37991 entries from 172270 ( 22.0532 % ) 2016-02-14 18:43:55 | -> Selected 37991 entries ( 22.0532 % ). Overall 959037 ( 53.2798 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:55 | Using training file (88/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.46.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:55 | -> Pre-selected 34814 entries from 159125 ( 21.8784 % ) 2016-02-14 18:43:57 | -> Selected 34814 entries ( 21.8784 % ). Overall 980183 ( 54.4546 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:57 | Using training file (89/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.71.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:57 | -> Pre-selected 5086 entries from 23781 ( 21.3868 % ) 2016-02-14 18:43:58 | -> Selected 5086 entries ( 21.3868 % ). Overall 983154 ( 54.6197 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:58 | Using training file (90/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.60.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:58 | -> Pre-selected 4999 entries from 21596 ( 23.1478 % ) 2016-02-14 18:43:58 | -> Selected 4999 entries ( 23.1478 % ). Overall 986321 ( 54.7956 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:43:58 | Using training file (91/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbLcKa/ANNPID.20.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:43:58 | -> Pre-selected 41473 entries from 183285 ( 22.6276 % ) 2016-02-14 18:44:01 | -> Selected 41473 entries ( 22.6276 % ). Overall 1011857 ( 56.2143 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:01 | Using training file (92/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.35.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:01 | -> Pre-selected 11314 entries from 49137 ( 23.0254 % ) 2016-02-14 18:44:02 | -> Selected 11314 entries ( 23.0254 % ). Overall 1018835 ( 56.6019 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:02 | Using training file (93/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.48.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:02 | -> Pre-selected 15977 entries from 71070 ( 22.4807 % ) 2016-02-14 18:44:03 | -> Selected 15977 entries ( 22.4807 % ). Overall 1028562 ( 57.1423 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:03 | Using training file (94/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.13.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:03 | -> Pre-selected 13268 entries from 60011 ( 22.1093 % ) 2016-02-14 18:44:04 | -> Selected 13268 entries ( 22.1093 % ). Overall 1036683 ( 57.5935 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:04 | Using training file (95/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.115.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:04 | -> Pre-selected 9914 entries from 45095 ( 21.9847 % ) 2016-02-14 18:44:04 | -> Selected 9914 entries ( 21.9847 % ). Overall 1042690 ( 57.9272 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:04 | Using training file (96/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:04 | -> Pre-selected 6268 entries from 27844 ( 22.5111 % ) 2016-02-14 18:44:05 | -> Selected 6268 entries ( 22.5111 % ). Overall 1046506 ( 58.1392 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:05 | Using training file (97/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.76.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:05 | -> Pre-selected 13715 entries from 61275 ( 22.3827 % ) 2016-02-14 18:44:06 | -> Selected 13715 entries ( 22.3827 % ). Overall 1055055 ( 58.6142 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:06 | Using training file (98/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.181.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:06 | -> Pre-selected 14197 entries from 64741 ( 21.9289 % ) 2016-02-14 18:44:07 | -> Selected 14197 entries ( 21.9289 % ). Overall 1063790 ( 59.0994 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:07 | Using training file (99/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.112.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:07 | -> Pre-selected 39364 entries from 177567 ( 22.1685 % ) 2016-02-14 18:44:09 | -> Selected 39364 entries ( 22.1685 % ). Overall 1087634 ( 60.4241 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:09 | Using training file (100/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.23.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:09 | -> Pre-selected 6325 entries from 29608 ( 21.3625 % ) 2016-02-14 18:44:10 | -> Selected 6325 entries ( 21.3625 % ). Overall 1091443 ( 60.6357 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:10 | Using training file (101/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.20.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:10 | -> Pre-selected 6115 entries from 26345 ( 23.2112 % ) 2016-02-14 18:44:10 | -> Selected 6115 entries ( 23.2112 % ). Overall 1095188 ( 60.8438 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:10 | Using training file (102/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.187.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:10 | -> Pre-selected 8606 entries from 38043 ( 22.6218 % ) 2016-02-14 18:44:11 | -> Selected 8606 entries ( 22.6218 % ). Overall 1100431 ( 61.1351 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:11 | Using training file (103/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.46.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:11 | -> Pre-selected 13015 entries from 57005 ( 22.8313 % ) 2016-02-14 18:44:12 | -> Selected 13015 entries ( 22.8313 % ). Overall 1108419 ( 61.5788 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:12 | Using training file (104/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKa/ANNPID.37.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:12 | -> Pre-selected 23835 entries from 105021 ( 22.6955 % ) 2016-02-14 18:44:13 | -> Selected 23835 entries ( 22.6955 % ). Overall 1123335 ( 62.4075 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:13 | Using training file (105/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKKPi0/ANNPID.157.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:13 | -> Pre-selected 9856 entries from 44021 ( 22.3893 % ) 2016-02-14 18:44:14 | -> Selected 9856 entries ( 22.3893 % ). Overall 1129257 ( 62.7365 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:14 | Using training file (106/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.147.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:14 | -> Pre-selected 6512 entries from 28974 ( 22.4753 % ) 2016-02-14 18:44:14 | -> Selected 6512 entries ( 22.4753 % ). Overall 1133368 ( 62.9649 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:14 | Using training file (107/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaPhi/ANNPID.29.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:14 | -> Pre-selected 2375 entries from 10520 ( 22.576 % ) 2016-02-14 18:44:14 | -> Selected 2375 entries ( 22.576 % ). Overall 1134832 ( 63.0462 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:14 | Using training file (108/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ks4mu/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:14 | -> Pre-selected 8387 entries from 37555 ( 22.3326 % ) 2016-02-14 18:44:15 | -> Selected 8387 entries ( 22.3326 % ). Overall 1140014 ( 63.3341 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:15 | Using training file (109/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.39.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:15 | -> Pre-selected 9528 entries from 43746 ( 21.7803 % ) 2016-02-14 18:44:16 | -> Selected 9528 entries ( 21.7803 % ). Overall 1145759 ( 63.6533 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:16 | Using training file (110/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.75.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:16 | -> Pre-selected 9323 entries from 42755 ( 21.8056 % ) 2016-02-14 18:44:16 | -> Selected 9323 entries ( 21.8056 % ). Overall 1151380 ( 63.9656 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:16 | Using training file (111/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.25.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:16 | -> Pre-selected 11385 entries from 51829 ( 21.9665 % ) 2016-02-14 18:44:17 | -> Selected 11385 entries ( 21.9665 % ). Overall 1158324 ( 64.3513 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:17 | Using training file (112/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Tau3mu/ANNPID.5.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:17 | -> Pre-selected 6302 entries from 27521 ( 22.8989 % ) 2016-02-14 18:44:17 | -> Selected 6302 entries ( 22.8989 % ). Overall 1162269 ( 64.5705 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:17 | Using training file (113/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuKee/ANNPID.70.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:18 | -> Pre-selected 8782 entries from 40394 ( 21.7409 % ) 2016-02-14 18:44:18 | -> Selected 8782 entries ( 21.7409 % ). Overall 1167538 ( 64.8632 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:18 | Using training file (114/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.250.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:18 | -> Pre-selected 27883 entries from 127279 ( 21.907 % ) 2016-02-14 18:44:20 | -> Selected 27883 entries ( 21.907 % ). Overall 1184510 ( 65.8061 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:20 | Using training file (115/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb/ANNPID.100.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:20 | -> Pre-selected 24717 entries from 107345 ( 23.0258 % ) 2016-02-14 18:44:22 | -> Selected 24717 entries ( 23.0258 % ). Overall 1200005 ( 66.6669 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:22 | Using training file (116/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BdKK/ANNPID.56.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:22 | -> Pre-selected 17426 entries from 79482 ( 21.9245 % ) 2016-02-14 18:44:23 | -> Selected 17426 entries ( 21.9245 % ). Overall 1210558 ( 67.2532 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:23 | Using training file (117/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.101.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:23 | -> Pre-selected 24263 entries from 107528 ( 22.5644 % ) 2016-02-14 18:44:24 | -> Selected 24263 entries ( 22.5644 % ). Overall 1225587 ( 68.0882 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:24 | Using training file (118/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.130.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:24 | -> Pre-selected 2822 entries from 12051 ( 23.4171 % ) 2016-02-14 18:44:25 | -> Selected 2822 entries ( 23.4171 % ). Overall 1227373 ( 68.1874 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:25 | Using training file (119/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.144.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:25 | -> Pre-selected 3307 entries from 14763 ( 22.4006 % ) 2016-02-14 18:44:25 | -> Selected 3307 entries ( 22.4006 % ). Overall 1229371 ( 68.2984 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:25 | Using training file (120/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.47.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:25 | -> Pre-selected 10728 entries from 46462 ( 23.0898 % ) 2016-02-14 18:44:26 | -> Selected 10728 entries ( 23.0898 % ). Overall 1236120 ( 68.6733 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:26 | Using training file (121/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.108.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:26 | -> Pre-selected 41295 entries from 183329 ( 22.5251 % ) 2016-02-14 18:44:28 | -> Selected 41295 entries ( 22.5251 % ). Overall 1261673 ( 70.0929 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:28 | Using training file (122/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.41.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:28 | -> Pre-selected 33972 entries from 153578 ( 22.1204 % ) 2016-02-14 18:44:31 | -> Selected 33972 entries ( 22.1204 % ). Overall 1282464 ( 71.248 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:31 | Using training file (123/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.2.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:31 | -> Pre-selected 10145 entries from 46819 ( 21.6686 % ) 2016-02-14 18:44:31 | -> Selected 10145 entries ( 21.6686 % ). Overall 1288665 ( 71.5925 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:31 | Using training file (124/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-SigmaPmumu/ANNPID.71.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:31 | -> Pre-selected 8158 entries from 36200 ( 22.5359 % ) 2016-02-14 18:44:32 | -> Selected 8158 entries ( 22.5359 % ). Overall 1293719 ( 71.8733 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:32 | Using training file (125/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.149.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:32 | -> Pre-selected 6675 entries from 29252 ( 22.819 % ) 2016-02-14 18:44:32 | -> Selected 6675 entries ( 22.819 % ). Overall 1297917 ( 72.1065 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:32 | Using training file (126/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.130.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:32 | -> Pre-selected 9298 entries from 42769 ( 21.74 % ) 2016-02-14 18:44:33 | -> Selected 9298 entries ( 21.74 % ). Overall 1303575 ( 72.4208 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:33 | Using training file (127/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPPi/ANNPID.11.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:33 | -> Pre-selected 6036 entries from 26248 ( 22.996 % ) 2016-02-14 18:44:33 | -> Selected 6036 entries ( 22.996 % ). Overall 1307384 ( 72.6324 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:33 | Using training file (128/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiPhi/ANNPID.15.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:33 | -> Pre-selected 6503 entries from 28246 ( 23.0227 % ) 2016-02-14 18:44:34 | -> Selected 6503 entries ( 23.0227 % ). Overall 1311461 ( 72.8589 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:34 | Using training file (129/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.38.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:34 | -> Pre-selected 28494 entries from 127725 ( 22.3089 % ) 2016-02-14 18:44:36 | -> Selected 28494 entries ( 22.3089 % ). Overall 1328901 ( 73.8278 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:36 | Using training file (130/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiK/ANNPID.14.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:36 | -> Pre-selected 6624 entries from 28983 ( 22.8548 % ) 2016-02-14 18:44:36 | -> Selected 6624 entries ( 22.8548 % ). Overall 1333091 ( 74.0606 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:36 | Using training file (131/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.47.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:36 | -> Pre-selected 5148 entries from 23509 ( 21.898 % ) 2016-02-14 18:44:37 | -> Selected 5148 entries ( 21.898 % ). Overall 1336279 ( 74.2377 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:37 | Using training file (132/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.88.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:37 | -> Pre-selected 34700 entries from 157606 ( 22.0169 % ) 2016-02-14 18:44:39 | -> Selected 34700 entries ( 22.0169 % ). Overall 1357295 ( 75.4053 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:39 | Using training file (133/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.68.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:39 | -> Pre-selected 31398 entries from 139143 ( 22.5653 % ) 2016-02-14 18:44:41 | -> Selected 31398 entries ( 22.5653 % ). Overall 1376691 ( 76.4828 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:41 | Using training file (134/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.33.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:41 | -> Pre-selected 6735 entries from 28704 ( 23.4636 % ) 2016-02-14 18:44:41 | -> Selected 6735 entries ( 23.4636 % ). Overall 1380957 ( 76.7198 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:41 | Using training file (135/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.263.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:41 | -> Pre-selected 16470 entries from 74269 ( 22.1761 % ) 2016-02-14 18:44:42 | -> Selected 16470 entries ( 22.1761 % ). Overall 1390955 ( 77.2753 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:42 | Using training file (136/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incb-X/ANNPID.133.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:43 | -> Pre-selected 40268 entries from 180360 ( 22.3265 % ) 2016-02-14 18:44:45 | -> Selected 40268 entries ( 22.3265 % ). Overall 1415655 ( 78.6475 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:45 | Using training file (137/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdJPsiX/ANNPID.74.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:45 | -> Pre-selected 1243 entries from 5979 ( 20.7894 % ) 2016-02-14 18:44:45 | -> Selected 1243 entries ( 20.7894 % ). Overall 1416418 ( 78.6899 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:45 | Using training file (138/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.53.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:45 | -> Pre-selected 25662 entries from 111058 ( 23.1068 % ) 2016-02-14 18:44:47 | -> Selected 25662 entries ( 23.1068 % ). Overall 1432337 ( 79.5743 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:47 | Using training file (139/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.30.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:47 | -> Pre-selected 16553 entries from 74674 ( 22.167 % ) 2016-02-14 18:44:48 | -> Selected 16553 entries ( 22.167 % ). Overall 1442377 ( 80.1321 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:48 | Using training file (140/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Ka-BuKKK/ANNPID.50.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:48 | -> Pre-selected 22138 entries from 97772 ( 22.6425 % ) 2016-02-14 18:44:49 | -> Selected 22138 entries ( 22.6425 % ). Overall 1456225 ( 80.9014 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:49 | Using training file (141/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.260.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:50 | -> Pre-selected 27357 entries from 125054 ( 21.8761 % ) 2016-02-14 18:44:51 | -> Selected 27357 entries ( 21.8761 % ). Overall 1472717 ( 81.8176 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:51 | Using training file (142/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.110.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:51 | -> Pre-selected 20649 entries from 91315 ( 22.6129 % ) 2016-02-14 18:44:53 | -> Selected 20649 entries ( 22.6129 % ). Overall 1485685 ( 82.5381 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:53 | Using training file (143/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKa/ANNPID.72.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:53 | -> Pre-selected 6040 entries from 26343 ( 22.9283 % ) 2016-02-14 18:44:53 | -> Selected 6040 entries ( 22.9283 % ). Overall 1489423 ( 82.7457 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:53 | Using training file (144/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Bd4mu/ANNPID.43.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:53 | -> Pre-selected 8775 entries from 40247 ( 21.8029 % ) 2016-02-14 18:44:54 | -> Selected 8775 entries ( 21.8029 % ). Overall 1494746 ( 83.0414 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:54 | Using training file (145/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Pr-LbPKaMuMu/ANNPID.45.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:54 | -> Pre-selected 20818 entries from 90559 ( 22.9883 % ) 2016-02-14 18:44:55 | -> Selected 20818 entries ( 22.9883 % ). Overall 1507705 ( 83.7614 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:55 | Using training file (146/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-LbJPsiX/ANNPID.112.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:55 | -> Pre-selected 128 entries from 535 ( 23.9252 % ) 2016-02-14 18:44:55 | -> Selected 128 entries ( 23.9252 % ). Overall 1507789 ( 83.7661 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:55 | Using training file (147/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Incc-X/ANNPID.103.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:55 | -> Pre-selected 12123 entries from 54053 ( 22.428 % ) 2016-02-14 18:44:56 | -> Selected 12123 entries ( 22.428 % ). Overall 1515404 ( 84.1891 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:56 | Using training file (148/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.174.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:56 | -> Pre-selected 2797 entries from 11707 ( 23.8917 % ) 2016-02-14 18:44:56 | -> Selected 2797 entries ( 23.8917 % ). Overall 1517209 ( 84.2894 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:56 | Using training file (149/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiK/ANNPID.102.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:56 | -> Pre-selected 8699 entries from 39779 ( 21.8683 % ) 2016-02-14 18:44:57 | -> Selected 8699 entries ( 21.8683 % ). Overall 1522485 ( 84.5825 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:57 | Using training file (150/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiKstar/ANNPID.7.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:57 | -> Pre-selected 28166 entries from 127471 ( 22.096 % ) 2016-02-14 18:44:59 | -> Selected 28166 entries ( 22.096 % ). Overall 1539759 ( 85.5422 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:59 | Using training file (151/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-Kspipiee/ANNPID.33.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:59 | -> Pre-selected 7397 entries from 33063 ( 22.3724 % ) 2016-02-14 18:44:59 | -> Selected 7397 entries ( 22.3724 % ). Overall 1544302 ( 85.7946 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:44:59 | Using training file (152/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-Ksmumu/ANNPID.300.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:44:59 | -> Pre-selected 10623 entries from 45347 ( 23.426 % ) 2016-02-14 18:45:00 | -> Selected 10623 entries ( 23.426 % ). Overall 1551165 ( 86.1758 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:45:00 | Using training file (153/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BuJPsiPi/ANNPID.70.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:45:00 | -> Pre-selected 17558 entries from 78072 ( 22.4895 % ) 2016-02-14 18:45:01 | -> Selected 17558 entries ( 22.4895 % ). Overall 1561939 ( 86.7744 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:45:01 | Using training file (154/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.254.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:45:01 | -> Pre-selected 37534 entries from 171821 ( 21.8448 % ) 2016-02-14 18:45:04 | -> Selected 37534 entries ( 21.8448 % ). Overall 1584501 ( 88.0278 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:45:04 | Using training file (155/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BdJPsiX/ANNPID.243.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:45:04 | -> Pre-selected 35968 entries from 161137 ( 22.3214 % ) 2016-02-14 18:45:06 | -> Selected 35968 entries ( 22.3214 % ). Overall 1606469 ( 89.2483 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:45:06 | Using training file (156/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/Mu-BsJPsiX/ANNPID.108.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:45:06 | -> Pre-selected 22711 entries from 98233 ( 23.1195 % ) 2016-02-14 18:45:07 | -> Selected 22711 entries ( 23.1195 % ). Overall 1620786 ( 90.0437 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:45:07 | Using training file (157/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.57.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:45:08 | -> Pre-selected 38091 entries from 173921 ( 21.9013 % ) 2016-02-14 18:45:10 | -> Selected 38091 entries ( 21.9013 % ). Overall 1643839 ( 91.3244 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:45:10 | Using training file (158/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BdKstar/ANNPID.229.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:45:10 | -> Pre-selected 18360 entries from 83820 ( 21.9041 % ) 2016-02-14 18:45:11 | -> Selected 18360 entries ( 21.9041 % ). Overall 1654843 ( 91.9357 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:45:11 | Using training file (159/4496) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim08x/Digi13/Reco14a/El-BuJPsiX/ANNPID.175.root.10023981467298386733 Tuple=ANNPID/DecayTree 2016-02-14 18:45:11 | -> Pre-selected 9610 entries from 43601 ( 22.0408 % ) 2016-02-14 18:45:12 | -> Selected 4451 entries ( 10.2085 % ). Overall 1657469 ( 92.0816 % ) of required 1800000 non-ghost training entries. 2016-02-14 18:45:12 | Considered 2700000 tracks for input to MVA training 2016-02-14 18:45:12 | Sel. Eff. = 100% 2016-02-14 18:45:12 | Selected 2700000/0 tracks for input to MVA training/testing 2016-02-14 18:45:12 | Ghost percentage = 38.6123% 2016-02-14 18:45:12 | Electron percentage = 0.375704% 2016-02-14 18:45:12 | Muon percentage = 2.694% 2016-02-14 18:45:12 | Pion percentage = 47.1846% 2016-02-14 18:45:12 | Kaon percentage = 3.70459% 2016-02-14 18:45:12 | Proton percentage = 7.40596% 2016-02-14 18:45:12 | Unknown Particle type 3112 2016-02-14 18:45:12 | percentage = 0.00792593% 2016-02-14 18:45:12 | Unknown Particle type 3222 2016-02-14 18:45:12 | percentage = 0.0124444% 2016-02-14 18:45:12 | Unknown Particle type 3312 2016-02-14 18:45:12 | percentage = 0.00248148% 2016-02-14 18:45:12 | Created Plots directory Downstream-Proton-evaluation.root:/TrainMixture/EvalMC2015Sim09Dev03Mixture/EvalWithPreSel 2016-02-14 18:45:12 | Making plots for input EcalPIDe 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.0100 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.0250 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.0500 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.0750 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.1000 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.1250 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.1500 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.1750 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.2000 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.3000 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.3500 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.4000 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.4500 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.5000 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.6000 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.7000 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.8000 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.9000 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.9500 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.9750 2016-02-14 18:45:12 | Creating ROOT directory MVAcut0.9900 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-8.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-7.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-6.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-5.5000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-5.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-4.5000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-4.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-3.5000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-3.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-2.5000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-2.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-1.5000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-1.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut-0.5000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut0.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut0.5000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut1.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut1.5000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut2.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut2.5000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut3.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut3.5000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut4.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut4.5000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut5.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut5.5000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut6.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut7.0000 2016-02-14 18:45:12 | Creating ROOT directory DLLcut8.0000 2016-02-14 18:45:12 | Making plots for input EcalPIDmu 2016-02-14 18:45:12 | Making plots for input HcalPIDe 2016-02-14 18:45:12 | Making plots for input HcalPIDmu 2016-02-14 18:45:12 | Making plots for input InAccEcal 2016-02-14 18:45:12 | Making plots for input InAccHcal 2016-02-14 18:45:12 | Making plots for input InAccMuon 2016-02-14 18:45:12 | Making plots for input MuonBkgLL 2016-02-14 18:45:12 | Making plots for input MuonIsLooseMuon 2016-02-14 18:45:12 | Making plots for input MuonIsMuon 2016-02-14 18:45:12 | Making plots for input MuonMuLL 2016-02-14 18:45:12 | Making plots for input MuonNShared 2016-02-14 18:45:12 | Making plots for input PrsPIDe 2016-02-14 18:45:12 | Making plots for input RichAboveKaThres 2016-02-14 18:45:12 | Making plots for input RichAbovePiThres 2016-02-14 18:45:12 | Making plots for input RichAbovePrThres 2016-02-14 18:45:12 | Making plots for input RichDLLbt 2016-02-14 18:45:12 | Making plots for input RichDLLe 2016-02-14 18:45:12 | Making plots for input RichDLLk 2016-02-14 18:45:12 | Making plots for input RichDLLmu 2016-02-14 18:45:12 | Making plots for input RichDLLp 2016-02-14 18:45:12 | Making plots for input RichUsedR1Gas 2016-02-14 18:45:12 | Making plots for input RichUsedR2Gas 2016-02-14 18:45:12 | Making plots for input TrackChi2PerDof 2016-02-14 18:45:12 | Making plots for input TrackFitTChi2 2016-02-14 18:45:12 | Making plots for input TrackFitTNDoF 2016-02-14 18:45:12 | Making plots for input TrackGhostProbability 2016-02-14 18:45:12 | Making plots for input TrackLikelihood 2016-02-14 18:45:12 | Making plots for input TrackNumDof 2016-02-14 18:45:12 | Making plots for input TrackP 2016-02-14 18:45:12 | Making plots for input TrackPt --- Reader : Booking "MLP" of type "MLP" from GlobalPID_Proton_Downstream_TMVA.weights.xml. --- MethodBase : Reading weight file: GlobalPID_Proton_Downstream_TMVA.weights.xml --- Proton_Downstream_TMVA : Read method "Proton_Downstream_TMVA" of type "MLP" --- Proton_Downstream_TMVA : MVA method was trained with TMVA Version: 4.2.0 --- Proton_Downstream_TMVA : MVA method was trained with ROOT Version: 6.02/01 --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 --- Proton_Downstream_TMVA : Building Network --- Proton_Downstream_TMVA : Initializing weights --- Reader : Booked classifier "Proton_Downstream_TMVA" of type: "MLP" 2016-02-14 18:45:12 | Creating selection from 'AllPhysTracksInEvent.txt' 2016-02-14 18:45:12 | -> !HasMC || MCVertexType==1 || MCVertexType==2 2016-02-14 18:45:12 | Evaluation mode 'EvalWithPreSel' 2016-02-14 18:45:12 | Will apply all track pre-selections during evaluation 2016-02-14 18:45:12 | Input Data file = MC2015Sim09Dev03-EvalFiles-Mixture.txt 2016-02-14 18:45:12 | Using 552 data files 2016-02-14 18:45:12 | Evaluation Datafile Selection hash = 9379173056323707944 2016-02-14 18:45:12 | Using evaluation file (1/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.1.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 18:45:12 | -> Pre-selected 128149 entries from 128149 ( 100 % ) 2016-02-14 18:45:42 | -> Selected 128149 entries ( 100 % ). Overall 128149 ( 1.28149 % ) of required 10000000 entries. 2016-02-14 18:45:42 | Using evaluation file (2/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.2.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 18:45:42 | -> Pre-selected 146132 entries from 146132 ( 100 % ) 2016-02-14 18:46:16 | -> Selected 146132 entries ( 100 % ). Overall 274281 ( 2.74281 % ) of required 10000000 entries. 2016-02-14 18:46:16 | Using evaluation file (3/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.3.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 18:46:17 | -> Pre-selected 736500 entries from 736500 ( 100 % ) 2016-02-14 18:49:07 | -> Selected 736500 entries ( 100 % ). Overall 1010781 ( 10.1078 % ) of required 10000000 entries. 2016-02-14 18:49:07 | Using evaluation file (4/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.4.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 18:49:08 | -> Pre-selected 707124 entries from 707124 ( 100 % ) 2016-02-14 18:51:53 | -> Selected 707124 entries ( 100 % ). Overall 1717905 ( 17.1791 % ) of required 10000000 entries. 2016-02-14 18:51:53 | Using evaluation file (5/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.5.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 18:51:54 | -> Pre-selected 688835 entries from 688835 ( 100 % ) 2016-02-14 18:54:35 | -> Selected 688835 entries ( 100 % ). Overall 2406740 ( 24.0674 % ) of required 10000000 entries. 2016-02-14 18:54:35 | Using evaluation file (6/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.6.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 18:54:35 | -> Pre-selected 695661 entries from 695661 ( 100 % ) 2016-02-14 18:57:18 | -> Selected 695661 entries ( 100 % ). Overall 3102401 ( 31.024 % ) of required 10000000 entries. 2016-02-14 18:57:18 | Using evaluation file (7/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.7.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 18:57:19 | -> Pre-selected 715607 entries from 715607 ( 100 % ) 2016-02-14 18:59:51 | -> Selected 715607 entries ( 100 % ). Overall 3818008 ( 38.1801 % ) of required 10000000 entries. 2016-02-14 18:59:51 | Using evaluation file (8/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.8.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 18:59:52 | -> Pre-selected 723538 entries from 723538 ( 100 % ) 2016-02-14 19:02:28 | -> Selected 723538 entries ( 100 % ). Overall 4541546 ( 45.4155 % ) of required 10000000 entries. 2016-02-14 19:02:28 | Using evaluation file (9/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.9.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 19:02:29 | -> Pre-selected 729342 entries from 729342 ( 100 % ) 2016-02-14 19:05:04 | -> Selected 729342 entries ( 100 % ). Overall 5270888 ( 52.7089 % ) of required 10000000 entries. 2016-02-14 19:05:04 | Using evaluation file (10/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.10.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 19:05:04 | -> Pre-selected 696897 entries from 696897 ( 100 % ) 2016-02-14 19:07:33 | -> Selected 696897 entries ( 100 % ). Overall 5967785 ( 59.6778 % ) of required 10000000 entries. 2016-02-14 19:07:33 | Using evaluation file (11/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.11.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 19:07:33 | -> Pre-selected 703853 entries from 703853 ( 100 % ) 2016-02-14 19:10:04 | -> Selected 703853 entries ( 100 % ). Overall 6671638 ( 66.7164 % ) of required 10000000 entries. 2016-02-14 19:10:04 | Using evaluation file (12/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.12.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 19:10:05 | -> Pre-selected 720439 entries from 720439 ( 100 % ) 2016-02-14 19:12:41 | -> Selected 720439 entries ( 100 % ). Overall 7392077 ( 73.9208 % ) of required 10000000 entries. 2016-02-14 19:12:41 | Using evaluation file (13/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.13.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 19:12:42 | -> Pre-selected 699472 entries from 699472 ( 100 % ) 2016-02-14 19:15:10 | -> Selected 699472 entries ( 100 % ). Overall 8091549 ( 80.9155 % ) of required 10000000 entries. 2016-02-14 19:15:10 | Using evaluation file (14/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.14.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 19:15:11 | -> Pre-selected 714699 entries from 714699 ( 100 % ) 2016-02-14 19:17:41 | -> Selected 714699 entries ( 100 % ). Overall 8806248 ( 88.0625 % ) of required 10000000 entries. 2016-02-14 19:17:41 | Using evaluation file (15/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.15.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 19:17:42 | -> Pre-selected 593716 entries from 593716 ( 100 % ) 2016-02-14 19:19:48 | -> Selected 593716 entries ( 100 % ). Overall 9399964 ( 93.9996 % ) of required 10000000 entries. 2016-02-14 19:19:48 | Using evaluation file (16/552) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09Devx/Reco15x/Dev03/ANNPID.16.root.9379173056323707944 Tuple=ANNPID/DecayTree 2016-02-14 19:19:49 | -> Pre-selected 705405 entries from 705405 ( 100 % ) 2016-02-14 19:22:00 | -> Selected 600036 entries ( 85.0626 % ). Overall 10000000 ( 100 % ) of required 10000000 entries. 2016-02-14 19:22:00 | Considered 10000000 tracks for input to MVA evaluation 2016-02-14 19:22:00 | Sel. Eff. = 100% 2016-02-14 19:22:00 | Selected 10000000 tracks for input to MVA evaluation 2016-02-14 19:22:00 | Ghost percentage = 60.1504% 2016-02-14 19:22:00 | Electron percentage = 0.20241% 2016-02-14 19:22:00 | Muon percentage = 2.00335% 2016-02-14 19:22:00 | Pion percentage = 29.1051% 2016-02-14 19:22:00 | Kaon percentage = 2.77081% 2016-02-14 19:22:00 | Proton percentage = 5.74968% 2016-02-14 19:22:00 | Unknown Particle type 3112 2016-02-14 19:22:00 | percentage = 0.00681% 2016-02-14 19:22:00 | Unknown Particle type 3222 2016-02-14 19:22:00 | percentage = 0.0089% 2016-02-14 19:22:00 | Unknown Particle type 3312 2016-02-14 19:22:00 | percentage = 0.00239% 2016-02-14 19:22:00 | Unknown Particle type 3334 2016-02-14 19:22:00 | percentage = 8e-05% 2016-02-14 19:22:00 | Making Input Variable plots 2016-02-14 19:22:09 | Making MVA V Input Variable plots 2016-02-14 19:22:13 | Making DLL V Input Variable plots 2016-02-14 19:22:16 | Making purity plots 2016-02-14 19:22:17 | Making MVA Output plots 2016-02-14 19:22:17 | Making DLL Output plots 2016-02-14 19:22:17 | Making MVA DLL Correlation plots 2016-02-14 19:22:18 | Making MVA V P eff plots 2016-02-14 19:22:24 | Making DLL V P eff plots 2016-02-14 19:22:34 | Making MVA eff. V DLL cut plots 2016-02-14 19:22:39 | Making DLL eff. V MVA cut plots 2016-02-14 19:22:42 | Making final performance plots ... 2016-02-14 19:22:42 | Creating Eff V Purity text file : text/MC2015Sim09Dev03-Mixture/EvalWithPreSel/DownstreamProtonEffVPurity-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC2015Sim09Dev03MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 19:22:42 | Creating Eff V OverallMisID text file : text/MC2015Sim09Dev03-Mixture/EvalWithPreSel/DownstreamProtonEffVOverallMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC2015Sim09Dev03MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 19:22:42 | Creating Eff V Electron MisID text file : text/MC2015Sim09Dev03-Mixture/EvalWithPreSel/DownstreamProtonEffVElectronMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC2015Sim09Dev03MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 19:22:43 | Creating Eff V Ghost MisID text file : text/MC2015Sim09Dev03-Mixture/EvalWithPreSel/DownstreamProtonEffVGhostMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC2015Sim09Dev03MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 19:22:43 | Creating Eff V Kaon MisID text file : text/MC2015Sim09Dev03-Mixture/EvalWithPreSel/DownstreamProtonEffVKaonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC2015Sim09Dev03MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 19:22:43 | Creating Eff V Muon MisID text file : text/MC2015Sim09Dev03-Mixture/EvalWithPreSel/DownstreamProtonEffVMuonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC2015Sim09Dev03MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 19:22:43 | Creating Eff V Pion MisID text file : text/MC2015Sim09Dev03-Mixture/EvalWithPreSel/DownstreamProtonEffVPionMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-ReweightRICH2-GhF0.1-TrainMixtureGhosts-EvalMC2015Sim09Dev03MixtureGhosts-EvalWithPreSel-MLP-Norm-BP-NCycles750-CE-tanh-SF1.3-CVTest151e-16-!UseReg.txt 2016-02-14 19:22:43 | Closing Downstream-Proton-evaluation.root 2016-02-14 19:23:05 | Finished... removed `train-config.txt' removed `MVA.txt' removed `ProtoPIDTeacher.exe' removed `EVALUATION-RUNNING' removed `MC12-EvalFiles-Mixture.txt' removed `MC2015Sim09Dev03-EvalFiles-Mixture.txt' removed `TrainingFiles-Mixture.txt' Scientific Linux CERN SLC release 6.7 (Carbon) Sun Feb 14 19:23:08 GMT 2016