Tue Apr 9 21:14:31 CEST 2013 Linux lxbrk46c01.cern.ch 2.6.18-308.24.1.el5 #1 SMP Wed Dec 5 09:45:59 CET 2012 x86_64 x86_64 x86_64 GNU/Linux LSB_EXEC_CLUSTER=batch LSB_USRCMD=$LSB_JOBFILENAME.shell LSB_BATCH_JID=387698374 LSB_TRAPSIGS=trap # 15 10 12 2 1 LSB_JOBRES_CALLBACK=53790@lxbrk46c01 LSB_JOB_EXECUSER=jonrob LSB_JOBID=387698374 LSB_JOBRES_PID=25745 LSB_JOBNAME=http://cern.ch/jonrob/LHCb/ANNPID/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Muon/Long LSB_EEXEC_REAL_UID= LSB_DJOB_RU_INTERVAL=30 LSB_HOSTS=lxbrk46c01 LSB_UNIXGROUP_INT=z5 LSB_DJOB_HB_INTERVAL=30 LSB_JOBFILENAME=/pool/spool/1365534700.387698374 LSB_SHAREDIR=/usr/local/lsf/mnt/work LSB_LOCALDIR=/var/lsf LSB_JOBINDEX=0 LSB_EXIT_PRE_ABORT=99 LSB_JOBEXIT_STAT=0 LSB_CHKFILENAME=/pool/spool/1365534700.387698374 LSB_DJOB_HOSTFILE=/pool/spool/1365534700.387698374.hostfile LSB_JOB_STARTER=/usr/local/lsf/etc/job_starter '%USRCMD' LSB_DJOB_NUMPROC=1 LSB_EXIT_REQUEUE=EXCLUDE( 240 ) LSB_ACCT_FILE=/tmp/.1365534700.387698374.acct LSB_SUB_HOST=lxplus431 LSB_QUEUE=1nw LSB_MCPU_HOSTS=lxbrk46c01 1 LSB_ECHKPNT_RSH_CMD=/usr/bin/ssh LSB_EEXEC_REAL_GID= CMTCONFIG=x86_64-slc5-gcc46-opt WARNING : using environment variable CMTSITE for cmtsite WARNING : using environment variable User_release_area for userarea WARNING : using environment variable LHCBNIGHTLIES for nightlies_dir WARNING : using environment variable VO_LHCB_SW_DIR for sharedarea ******************************************************************************** * ---- LHCb Login v7r6 ---- * * Building with gcc46 on slc5 x86_64 system (x86_64-slc5-gcc46-opt) * ******************************************************************************** --- User_release_area is set to /afs/cern.ch/user/j/jonrob/cmtuser --- LHCBPROJECTPATH is set to: /afs/cern.ch/lhcb/software/releases /afs/cern.ch/sw/Gaudi/releases /afs/cern.ch/sw/lcg/app/releases -------------------------------------------------------------------------------- Configuring Brunel v44r3 from /afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3 Using CMTPROJECTPATH = '/afs/cern.ch/user/j/jonrob/cmtuser:/afs/cern.ch/lhcb/software/releases:/afs/cern.ch/sw/Gaudi/releases:/afs/cern.ch/sw/lcg/app/releases' Environment for Brunel v44r3 ready. (Compat v1r12 from /afs/cern.ch/lhcb/software/releases/COMPAT/COMPAT_v1r12, Brunel v44r3 from /afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3) `/afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/configs/training/TMVA-TrainAllTks-EvalAllTks-ReweightRICH2.txt' -> `train-config.txt' `/afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/configs/TrackSelection/IsMuonTrackPreselection.txt' -> `./IsMuonTrackPreselection.txt' `/afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MVA-Configuration.txt' -> `MVA.txt' `/afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC12-DataFiles-castor.txt' -> `datafiles.txt' Training in /afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Muon/Long `/afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/configs/networks/TMVA-NoPreSels-NoGECs/GlobalPID_Muon_Long_ANN.txt' -> `./GlobalPID_Muon_Long_ANN.txt' 2013-04-09 21:15:34 Network Config file = /afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Muon/Long/GlobalPID_Muon_Long_ANN.txt 2013-04-09 21:15:34 Training parameters file = /afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Muon/Long/train-config.txt 2013-04-09 21:15:34 Input Data file = /afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Muon/Long/datafiles.txt 2013-04-09 21:15:34 Neurobayes parameters file = /afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Muon/Long/MVA.txt 2013-04-09 21:15:34 Particle type = Muon 2013-04-09 21:15:34 Background types = All 2013-04-09 21:15:34 Training Mix = NaturalMix 2013-04-09 21:15:34 Track type = Long 2013-04-09 21:15:34 Track PresSel = IsMuonTrackPreselection.txt 2013-04-09 21:15:34 Network type = TMVA 2013-04-09 21:15:34 Ghost treatment = Ghosts Ghosts 2013-04-09 21:15:34 MC Track sel. = AllTracksInEvent AllTracksInEvent 2013-04-09 21:15:34 Reweighting = ReweightRICH2 2013-04-09 21:15:34 Output file = GlobalPID_Muon_Long_TMVA.weights.xml 2013-04-09 21:15:34 Skipping input #RichAboveElThres 2013-04-09 21:15:34 Skipping input #RichAbovePiThres 2013-04-09 21:15:34 Skipping input #RichAbovePrThres 2013-04-09 21:15:34 Creating selection from 'IsMuonTrackPreselection.txt' 2013-04-09 21:15:34 -> # very very loose. Essentially no cuts 2013-04-09 21:15:34 -> TrackLikelihood > -100.0 2013-04-09 21:15:34 -> TrackP > 0 2013-04-09 21:15:34 -> TrackPt > 0 2013-04-09 21:15:34 -> # Is Muon preselection 2013-04-09 21:15:34 -> MuonIsMuon > 0.5 2013-04-09 21:15:34 Will use all tracks, regardless of parent type 2013-04-09 21:15:34 Using 501 data files 2013-04-09 21:15:34 Training sample size = 1000000 2013-04-09 21:15:34 Evaluation sample size = 10000000 2013-04-09 21:15:34 Reading MVA parameters 2013-04-09 21:15:34 -> NBTASK = CLA 2013-04-09 21:15:34 -> NBMOM = 0.0 2013-04-09 21:15:34 -> NBREG = ALL 2013-04-09 21:15:34 -> TMVAVALIDATIONFRAC = 0.3 2013-04-09 21:15:34 -> HiddenLayerScaleFactor = 1.4 2013-04-09 21:15:34 -> TMVAMETHOD = MLP 2013-04-09 21:15:34 -> TMVAMLPNCYCLES = 750 2013-04-09 21:15:34 -> TMVAVARTRANSFORM = Norm 2013-04-09 21:15:34 -> TMVAMLPNEURONTYPE = tanh 2013-04-09 21:15:34 -> TMVAMLPMETHOD = BP 2013-04-09 21:15:34 -> TMVAMLPESTIMATORTYPE = CE 2013-04-09 21:15:34 -> TMVABDTBOOSTTYPE = AdaBoost 2013-04-09 21:15:34 -> TMVABDTNTREES = 800 2013-04-09 21:15:34 -> TMVABDTPRUNEMETHOD = CostComplexity 2013-04-09 21:15:34 -> TMVABDTMAXTREEDEPTH = 3 2013-04-09 21:15:34 Node layer two scale = 1.4 2013-04-09 21:15:34 Input layer has 37 nodes, hidden layer has 50 nodes 2013-04-09 21:15:34 TMVA Output ROOT file Long-Muon-TMVA.root --- Factory : Parsing option string: --- Factory : ... "V:!Silent:!Color:!DrawProgressBar:Transformations=I;D;P;G,D" --- 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 : Transformations: "I;D;P;G,D" [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 : 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 : AnalysisType: "Auto" [Set the analysis type (Classification, Regression, Multiclass, Auto) (default: Auto)] --- Factory : You are running ROOT Version: 5.34/05, Feb 14, 2013 --- Factory : --- Factory : _/_/_/_/_/ _| _| _| _| _|_| --- Factory : _/ _|_| _|_| _| _| _| _| --- Factory : _/ _| _| _| _| _| _|_|_|_| --- Factory : _/ _| _| _| _| _| _| --- Factory : _/ _| _| _| _| _| --- Factory : --- Factory : ___________TMVA Version 4.1.4, Dec 04, 2012 --- Factory : 2013-04-09 21:15:36 Input TrackP Type F 2013-04-09 21:15:36 Input TrackPt Type F 2013-04-09 21:15:36 Input TrackChi2PerDof Type F 2013-04-09 21:15:36 Input TrackNumDof Type I 2013-04-09 21:15:36 Input TrackLikelihood Type F 2013-04-09 21:15:36 Input TrackGhostProbability Type F 2013-04-09 21:15:36 Input TrackFitMatchChi2 Type F 2013-04-09 21:15:36 Input TrackCloneDist Type F 2013-04-09 21:15:36 Input TrackFitVeloChi2 Type F 2013-04-09 21:15:36 Input TrackFitVeloNDoF Type I 2013-04-09 21:15:36 Input TrackFitTChi2 Type F 2013-04-09 21:15:36 Input TrackFitTNDoF Type I 2013-04-09 21:15:36 Input RichUsedAero Type I 2013-04-09 21:15:36 Input RichUsedR1Gas Type I 2013-04-09 21:15:36 Input RichUsedR2Gas Type I 2013-04-09 21:15:36 Input RichAboveMuThres Type I 2013-04-09 21:15:36 Input RichAboveKaThres Type I 2013-04-09 21:15:36 Input RichDLLe Type F 2013-04-09 21:15:36 Input RichDLLmu Type F 2013-04-09 21:15:36 Input RichDLLk Type F 2013-04-09 21:15:36 Input RichDLLp Type F 2013-04-09 21:15:36 Input RichDLLbt Type F 2013-04-09 21:15:36 Input MuonBkgLL Type F 2013-04-09 21:15:36 Input MuonMuLL Type F 2013-04-09 21:15:36 Input MuonNShared Type I 2013-04-09 21:15:36 Input InAccEcal Type I 2013-04-09 21:15:36 Input EcalPIDe Type F 2013-04-09 21:15:36 Input EcalPIDmu Type F 2013-04-09 21:15:36 Input InAccHcal Type I 2013-04-09 21:15:36 Input HcalPIDe Type F 2013-04-09 21:15:36 Input HcalPIDmu Type F 2013-04-09 21:15:36 Input InAccPrs Type I 2013-04-09 21:15:36 Input PrsPIDe Type F 2013-04-09 21:15:36 Input InAccBrem Type I 2013-04-09 21:15:36 Input BremPIDe Type F 2013-04-09 21:15:36 Input VeloCharge Type F 2013-04-09 21:15:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-0.root 2013-04-09 21:15:39 Selected 47979 entries from 1273612 ( 3.76716 % ) --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 2013-04-09 21:16:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-1.root 2013-04-09 21:16:28 Selected 45545 entries from 1323959 ( 3.44006 % ) 2013-04-09 21:17:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-2.root 2013-04-09 21:17:22 Selected 44994 entries from 1311887 ( 3.42972 % ) 2013-04-09 21:17:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-3.root 2013-04-09 21:17:35 Selected 48054 entries from 1268988 ( 3.7868 % ) 2013-04-09 21:19:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-4.root 2013-04-09 21:19:28 Selected 44922 entries from 1313076 ( 3.42113 % ) 2013-04-09 21:19:41 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-5.root 2013-04-09 21:19:47 Selected 45562 entries from 1317789 ( 3.45746 % ) 2013-04-09 21:21:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-6.root 2013-04-09 21:21:53 Selected 46743 entries from 1263420 ( 3.69972 % ) 2013-04-09 21:23:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-7.root 2013-04-09 21:23:48 Selected 46998 entries from 1270811 ( 3.69827 % ) 2013-04-09 21:23:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-8.root 2013-04-09 21:23:58 Selected 45183 entries from 1306712 ( 3.45776 % ) 2013-04-09 21:24:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-9.root 2013-04-09 21:24:10 Selected 44658 entries from 1292751 ( 3.45449 % ) 2013-04-09 21:25:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-10.root 2013-04-09 21:26:02 Selected 46108 entries from 1318612 ( 3.49671 % ) 2013-04-09 21:27:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-11.root 2013-04-09 21:27:47 Selected 45345 entries from 1314477 ( 3.44966 % ) 2013-04-09 21:27:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-12.root 2013-04-09 21:27:57 Selected 47342 entries from 1262034 ( 3.75125 % ) 2013-04-09 21:28:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-13.root 2013-04-09 21:28:12 Selected 47569 entries from 1260562 ( 3.77363 % ) 2013-04-09 21:29:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-14.root 2013-04-09 21:29:41 Selected 45301 entries from 1307406 ( 3.46495 % ) 2013-04-09 21:31:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-15.root 2013-04-09 21:31:21 Selected 46079 entries from 1308525 ( 3.52145 % ) 2013-04-09 21:32:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-16.root 2013-04-09 21:32:58 Selected 45654 entries from 1313230 ( 3.47647 % ) 2013-04-09 21:34:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-17.root 2013-04-09 21:34:30 Selected 45496 entries from 1296022 ( 3.51043 % ) 2013-04-09 21:34:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-18.root 2013-04-09 21:34:41 Selected 47356 entries from 1268445 ( 3.73339 % ) 2013-04-09 21:36:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-19.root 2013-04-09 21:36:18 Selected 47096 entries from 1268717 ( 3.7121 % ) 2013-04-09 21:37:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-20.root 2013-04-09 21:37:39 Selected 47702 entries from 1282938 ( 3.71818 % ) 2013-04-09 21:37:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-21.root 2013-04-09 21:37:50 Selected 45435 entries from 1306192 ( 3.47843 % ) 2013-04-09 21:38:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-22.root 2013-04-09 21:38:02 Selected 45380 entries from 1313925 ( 3.45377 % ) 2013-04-09 21:38:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-23.root 2013-04-09 21:38:13 Selected 46723 entries from 1265427 ( 3.69227 % ) 2013-04-09 21:38:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-24.root 2013-04-09 21:38:25 Selected 46264 entries from 1316048 ( 3.51537 % ) 2013-04-09 21:38:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-25.root 2013-04-09 21:38:35 Selected 47434 entries from 1268602 ( 3.73908 % ) 2013-04-09 21:38:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-26.root 2013-04-09 21:38:49 Selected 46679 entries from 1259724 ( 3.70549 % ) 2013-04-09 21:39:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-27.root 2013-04-09 21:39:55 Selected 44983 entries from 1288818 ( 3.49025 % ) 2013-04-09 21:40:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-28.root 2013-04-09 21:40:04 Selected 47549 entries from 1285835 ( 3.69791 % ) 2013-04-09 21:40:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-29.root 2013-04-09 21:40:17 Selected 46940 entries from 1260082 ( 3.72515 % ) 2013-04-09 21:41:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-30.root 2013-04-09 21:41:22 Selected 47825 entries from 1278118 ( 3.74183 % ) 2013-04-09 21:41:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-31.root 2013-04-09 21:41:45 Selected 46773 entries from 1257356 ( 3.71995 % ) 2013-04-09 21:42:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-32.root 2013-04-09 21:42:06 Selected 45778 entries from 1305022 ( 3.50783 % ) 2013-04-09 21:42:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-33.root 2013-04-09 21:43:01 Selected 47004 entries from 1265012 ( 3.7157 % ) 2013-04-09 21:43:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-34.root 2013-04-09 21:43:56 Selected 47621 entries from 1271529 ( 3.74518 % ) 2013-04-09 21:44:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-35.root 2013-04-09 21:44:06 Selected 47075 entries from 1257409 ( 3.74381 % ) 2013-04-09 21:44:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-36.root 2013-04-09 21:44:23 Selected 47639 entries from 1290326 ( 3.69201 % ) 2013-04-09 21:45:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-37.root 2013-04-09 21:45:27 Selected 44743 entries from 1305747 ( 3.42662 % ) 2013-04-09 21:45:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-38.root 2013-04-09 21:45:44 Selected 46405 entries from 1254727 ( 3.69841 % ) 2013-04-09 21:46:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-39.root 2013-04-09 21:46:47 Selected 46813 entries from 1259827 ( 3.71583 % ) 2013-04-09 21:46:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-40.root 2013-04-09 21:47:02 Selected 45641 entries from 1321778 ( 3.453 % ) 2013-04-09 21:48:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-41.root 2013-04-09 21:48:20 Selected 46125 entries from 1309153 ( 3.52327 % ) 2013-04-09 21:49:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-42.root 2013-04-09 21:49:30 Selected 45582 entries from 1309253 ( 3.48153 % ) 2013-04-09 21:50:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-43.root 2013-04-09 21:50:35 Selected 46934 entries from 1260974 ( 3.72204 % ) 2013-04-09 21:50:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-44.root 2013-04-09 21:50:50 Selected 47964 entries from 1273689 ( 3.76575 % ) 2013-04-09 21:51:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-45.root 2013-04-09 21:51:04 Selected 47123 entries from 1271204 ( 3.70696 % ) 2013-04-09 21:51:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-46.root 2013-04-09 21:51:21 Selected 45006 entries from 1306928 ( 3.44365 % ) 2013-04-09 21:51:41 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-47.root 2013-04-09 21:51:43 Selected 46222 entries from 1252742 ( 3.68967 % ) 2013-04-09 21:52:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-48.root 2013-04-09 21:52:28 Selected 44895 entries from 1294364 ( 3.4685 % ) 2013-04-09 21:53:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-49.root 2013-04-09 21:53:14 Selected 44871 entries from 1305223 ( 3.4378 % ) 2013-04-09 21:53:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-50.root 2013-04-09 21:53:38 Selected 44867 entries from 1288962 ( 3.48086 % ) 2013-04-09 21:53:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-51.root 2013-04-09 21:53:51 Selected 46115 entries from 1312748 ( 3.51286 % ) 2013-04-09 21:54:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-52.root 2013-04-09 21:54:35 Selected 47155 entries from 1257790 ( 3.74904 % ) 2013-04-09 21:55:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-53.root 2013-04-09 21:55:07 Selected 45995 entries from 1322947 ( 3.47671 % ) 2013-04-09 21:55:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-54.root 2013-04-09 21:55:31 Selected 45684 entries from 1291004 ( 3.53864 % ) 2013-04-09 21:55:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-55.root 2013-04-09 21:55:41 Selected 48440 entries from 1272142 ( 3.80775 % ) 2013-04-09 21:56:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-56.root 2013-04-09 21:56:28 Selected 47495 entries from 1270075 ( 3.73954 % ) 2013-04-09 21:57:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-57.root 2013-04-09 21:57:03 Selected 47368 entries from 1265362 ( 3.74343 % ) 2013-04-09 21:57:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-58.root 2013-04-09 21:57:15 Selected 46297 entries from 1252659 ( 3.6959 % ) 2013-04-09 21:58:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-59.root 2013-04-09 21:58:04 Selected 47273 entries from 1263421 ( 3.74167 % ) 2013-04-09 21:58:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-60.root 2013-04-09 21:58:21 Selected 45502 entries from 1313543 ( 3.46407 % ) 2013-04-09 21:59:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-61.root 2013-04-09 21:59:22 Selected 47322 entries from 1260995 ( 3.75275 % ) 2013-04-09 21:59:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-62.root 2013-04-09 21:59:34 Selected 45540 entries from 1313538 ( 3.46697 % ) 2013-04-09 22:00:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-63.root 2013-04-09 22:00:33 Selected 47504 entries from 1263147 ( 3.76077 % ) 2013-04-09 22:00:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-64.root 2013-04-09 22:00:53 Selected 45663 entries from 1312982 ( 3.47781 % ) 2013-04-09 22:01:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-65.root 2013-04-09 22:01:38 Selected 46685 entries from 1263081 ( 3.69612 % ) 2013-04-09 22:01:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-66.root 2013-04-09 22:01:50 Selected 46343 entries from 1255875 ( 3.6901 % ) 2013-04-09 22:02:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-67.root 2013-04-09 22:02:45 Selected 47764 entries from 1278672 ( 3.73544 % ) 2013-04-09 22:03:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-68.root 2013-04-09 22:03:29 Selected 47433 entries from 1260556 ( 3.76286 % ) 2013-04-09 22:04:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-69.root 2013-04-09 22:04:05 Selected 47331 entries from 1287896 ( 3.67506 % ) 2013-04-09 22:04:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-70.root 2013-04-09 22:04:36 Selected 47138 entries from 1264605 ( 3.72749 % ) 2013-04-09 22:05:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-71.root 2013-04-09 22:05:04 Selected 46065 entries from 1254841 ( 3.67098 % ) 2013-04-09 22:05:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-72.root 2013-04-09 22:05:18 Selected 46669 entries from 1257446 ( 3.71141 % ) 2013-04-09 22:05:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-73.root 2013-04-09 22:05:36 Selected 45090 entries from 1310077 ( 3.44178 % ) 2013-04-09 22:05:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-74.root 2013-04-09 22:05:55 Selected 46885 entries from 1261160 ( 3.71761 % ) 2013-04-09 22:06:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-75.root 2013-04-09 22:06:13 Selected 47492 entries from 1287383 ( 3.68903 % ) 2013-04-09 22:06:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-76.root 2013-04-09 22:06:33 Selected 46983 entries from 1265776 ( 3.71179 % ) 2013-04-09 22:06:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-77.root 2013-04-09 22:06:59 Selected 45973 entries from 1313452 ( 3.50017 % ) 2013-04-09 22:07:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-78.root 2013-04-09 22:07:39 Selected 48021 entries from 1283463 ( 3.74152 % ) 2013-04-09 22:07:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-79.root 2013-04-09 22:08:00 Selected 47223 entries from 1260153 ( 3.7474 % ) 2013-04-09 22:08:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-80.root 2013-04-09 22:08:25 Selected 45654 entries from 1312121 ( 3.4794 % ) 2013-04-09 22:08:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-81.root 2013-04-09 22:08:38 Selected 44827 entries from 1300996 ( 3.44559 % ) 2013-04-09 22:08:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-82.root 2013-04-09 22:08:49 Selected 46166 entries from 1319581 ( 3.49853 % ) 2013-04-09 22:09:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-83.root 2013-04-09 22:09:16 Selected 45090 entries from 1287301 ( 3.50268 % ) 2013-04-09 22:09:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-84.root 2013-04-09 22:09:53 Selected 45031 entries from 1305760 ( 3.44864 % ) 2013-04-09 22:10:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-85.root 2013-04-09 22:10:06 Selected 46320 entries from 1255709 ( 3.68875 % ) 2013-04-09 22:10:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-86.root 2013-04-09 22:10:21 Selected 45014 entries from 1291584 ( 3.48518 % ) 2013-04-09 22:11:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-87.root 2013-04-09 22:11:01 Selected 46978 entries from 1257083 ( 3.73706 % ) 2013-04-09 22:11:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-88.root 2013-04-09 22:11:14 Selected 45498 entries from 1289234 ( 3.52907 % ) 2013-04-09 22:11:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-89.root 2013-04-09 22:11:51 Selected 45506 entries from 1315309 ( 3.45972 % ) 2013-04-09 22:12:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-90.root 2013-04-09 22:12:07 Selected 47369 entries from 1260832 ( 3.75696 % ) 2013-04-09 22:12:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-91.root 2013-04-09 22:12:53 Selected 46168 entries from 1257801 ( 3.67053 % ) 2013-04-09 22:13:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-92.root 2013-04-09 22:13:01 Selected 47929 entries from 1278544 ( 3.74872 % ) 2013-04-09 22:13:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-93.root 2013-04-09 22:13:15 Selected 46051 entries from 1321641 ( 3.48438 % ) 2013-04-09 22:13:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-94.root 2013-04-09 22:13:28 Selected 46646 entries from 1252856 ( 3.72317 % ) 2013-04-09 22:13:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-95.root 2013-04-09 22:13:43 Selected 45998 entries from 1315934 ( 3.49546 % ) 2013-04-09 22:14:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-96.root 2013-04-09 22:14:12 Selected 46515 entries from 1259232 ( 3.69392 % ) 2013-04-09 22:14:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-97.root 2013-04-09 22:14:21 Selected 47053 entries from 1265359 ( 3.71855 % ) 2013-04-09 22:14:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-98.root 2013-04-09 22:14:41 Selected 46923 entries from 1263929 ( 3.71247 % ) 2013-04-09 22:15:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-99.root 2013-04-09 22:15:11 Selected 46060 entries from 1316568 ( 3.49849 % ) 2013-04-09 22:15:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-100.root 2013-04-09 22:15:22 Selected 45188 entries from 1288463 ( 3.50712 % ) 2013-04-09 22:15:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-101.root 2013-04-09 22:15:46 Selected 46660 entries from 1258427 ( 3.7078 % ) 2013-04-09 22:15:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-102.root 2013-04-09 22:15:59 Selected 44587 entries from 1295460 ( 3.44179 % ) 2013-04-09 22:16:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-103.root 2013-04-09 22:16:15 Selected 48445 entries from 1279341 ( 3.78672 % ) 2013-04-09 22:16:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-104.root 2013-04-09 22:16:26 Selected 44811 entries from 1294884 ( 3.46062 % ) 2013-04-09 22:16:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-105.root 2013-04-09 22:16:44 Selected 45720 entries from 1291320 ( 3.54056 % ) 2013-04-09 22:16:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-106.root 2013-04-09 22:16:59 Selected 45131 entries from 1291596 ( 3.4942 % ) 2013-04-09 22:17:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-107.root 2013-04-09 22:17:12 Selected 46419 entries from 1318096 ( 3.52167 % ) 2013-04-09 22:17:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-108.root 2013-04-09 22:17:28 Selected 47720 entries from 1267597 ( 3.7646 % ) 2013-04-09 22:17:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-109.root 2013-04-09 22:17:45 Selected 47271 entries from 1262057 ( 3.74555 % ) 2013-04-09 22:17:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-110.root 2013-04-09 22:18:00 Selected 47832 entries from 1272685 ( 3.75835 % ) 2013-04-09 22:18:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-111.root 2013-04-09 22:18:12 Selected 47030 entries from 1263551 ( 3.72205 % ) 2013-04-09 22:18:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-112.root 2013-04-09 22:18:33 Selected 45822 entries from 1312370 ( 3.49155 % ) 2013-04-09 22:18:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-113.root 2013-04-09 22:18:45 Selected 45969 entries from 1318319 ( 3.48694 % ) 2013-04-09 22:19:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-114.root 2013-04-09 22:19:06 Selected 45192 entries from 1291420 ( 3.4994 % ) 2013-04-09 22:19:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-115.root 2013-04-09 22:19:29 Selected 46955 entries from 1288581 ( 3.64393 % ) 2013-04-09 22:19:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-116.root 2013-04-09 22:19:46 Selected 47411 entries from 1265350 ( 3.74687 % ) 2013-04-09 22:19:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-117.root 2013-04-09 22:20:00 Selected 45703 entries from 1316857 ( 3.47061 % ) 2013-04-09 22:20:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-118.root 2013-04-09 22:20:19 Selected 47113 entries from 1270002 ( 3.70968 % ) 2013-04-09 22:20:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-119.root 2013-04-09 22:20:31 Selected 47779 entries from 1279529 ( 3.73411 % ) 2013-04-09 22:20:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-120.root 2013-04-09 22:20:41 Selected 46416 entries from 1313470 ( 3.53385 % ) 2013-04-09 22:21:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-121.root 2013-04-09 22:21:05 Selected 45050 entries from 1290824 ( 3.49002 % ) 2013-04-09 22:21:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-122.root 2013-04-09 22:21:21 Selected 48237 entries from 1291340 ( 3.73542 % ) 2013-04-09 22:21:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-123.root 2013-04-09 22:21:37 Selected 45643 entries from 1317256 ( 3.46501 % ) 2013-04-09 22:21:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-124.root 2013-04-09 22:21:56 Selected 45703 entries from 1294864 ( 3.52956 % ) 2013-04-09 22:22:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-125.root 2013-04-09 22:22:17 Selected 45198 entries from 1291923 ( 3.49851 % ) 2013-04-09 22:22:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-126.root 2013-04-09 22:22:34 Selected 45147 entries from 1289449 ( 3.50126 % ) 2013-04-09 22:22:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-127.root 2013-04-09 22:22:53 Selected 47973 entries from 1288450 ( 3.72331 % ) 2013-04-09 22:23:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-128.root 2013-04-09 22:23:11 Selected 45451 entries from 1290047 ( 3.5232 % ) 2013-04-09 22:23:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-129.root 2013-04-09 22:23:24 Selected 46331 entries from 1319130 ( 3.51224 % ) 2013-04-09 22:23:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-130.root 2013-04-09 22:23:38 Selected 46848 entries from 1266226 ( 3.69981 % ) 2013-04-09 22:23:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-131.root 2013-04-09 22:23:48 Selected 46155 entries from 1316932 ( 3.50474 % ) 2013-04-09 22:23:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-132.root 2013-04-09 22:24:00 Selected 45549 entries from 1289582 ( 3.53207 % ) 2013-04-09 22:24:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-133.root 2013-04-09 22:24:12 Selected 46881 entries from 1260268 ( 3.71992 % ) 2013-04-09 22:24:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-134.root 2013-04-09 22:24:31 Selected 47717 entries from 1273538 ( 3.74681 % ) 2013-04-09 22:24:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-135.root 2013-04-09 22:24:49 Selected 45592 entries from 1317698 ( 3.45997 % ) 2013-04-09 22:25:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-136.root 2013-04-09 22:25:04 Selected 47533 entries from 1266069 ( 3.75438 % ) 2013-04-09 22:25:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-137.root 2013-04-09 22:25:23 Selected 44884 entries from 1288382 ( 3.48375 % ) 2013-04-09 22:25:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-138.root 2013-04-09 22:25:35 Selected 46928 entries from 1254928 ( 3.7395 % ) 2013-04-09 22:25:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-139.root 2013-04-09 22:25:45 Selected 47065 entries from 1261382 ( 3.73122 % ) 2013-04-09 22:25:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-140.root 2013-04-09 22:26:00 Selected 46478 entries from 1257909 ( 3.69486 % ) 2013-04-09 22:26:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-141.root 2013-04-09 22:26:12 Selected 47499 entries from 1267883 ( 3.74632 % ) 2013-04-09 22:26:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-142.root 2013-04-09 22:26:22 Selected 47088 entries from 1260184 ( 3.7366 % ) 2013-04-09 22:26:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-143.root 2013-04-09 22:26:35 Selected 45396 entries from 1303612 ( 3.48232 % ) 2013-04-09 22:26:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-144.root 2013-04-09 22:26:45 Selected 45518 entries from 1312422 ( 3.46824 % ) 2013-04-09 22:26:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-145.root 2013-04-09 22:26:54 Selected 45428 entries from 1291777 ( 3.51671 % ) 2013-04-09 22:27:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-146.root 2013-04-09 22:27:05 Selected 45331 entries from 1318604 ( 3.4378 % ) 2013-04-09 22:27:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-147.root 2013-04-09 22:27:21 Selected 45568 entries from 1310815 ( 3.47631 % ) 2013-04-09 22:27:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-148.root 2013-04-09 22:27:30 Selected 46029 entries from 1320755 ( 3.48505 % ) 2013-04-09 22:27:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-149.root 2013-04-09 22:27:48 Selected 45625 entries from 1289396 ( 3.53848 % ) 2013-04-09 22:27:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-150.root 2013-04-09 22:27:58 Selected 46933 entries from 1265621 ( 3.7083 % ) 2013-04-09 22:28:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-151.root 2013-04-09 22:28:07 Selected 47242 entries from 1258618 ( 3.75348 % ) 2013-04-09 22:31:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-152.root 2013-04-09 22:31:06 Selected 47760 entries from 1271194 ( 3.7571 % ) 2013-04-09 22:31:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-153.root 2013-04-09 22:31:14 Selected 46641 entries from 1264533 ( 3.6884 % ) 2013-04-09 22:31:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-154.root 2013-04-09 22:31:21 Selected 46278 entries from 1293344 ( 3.57817 % ) 2013-04-09 22:31:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-155.root 2013-04-09 22:31:28 Selected 46477 entries from 1258955 ( 3.69171 % ) 2013-04-09 22:31:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-156.root 2013-04-09 22:31:40 Selected 46898 entries from 1259723 ( 3.72288 % ) 2013-04-09 22:32:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-157.root 2013-04-09 22:32:08 Selected 45407 entries from 1303874 ( 3.48247 % ) 2013-04-09 22:32:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-158.root 2013-04-09 22:32:17 Selected 46619 entries from 1260731 ( 3.69778 % ) 2013-04-09 22:32:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-159.root 2013-04-09 22:32:27 Selected 47886 entries from 1276179 ( 3.75229 % ) 2013-04-09 22:33:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-160.root 2013-04-09 22:33:35 Selected 46890 entries from 1261736 ( 3.71631 % ) 2013-04-09 22:33:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-161.root 2013-04-09 22:33:59 Selected 46122 entries from 1318269 ( 3.49868 % ) 2013-04-09 22:34:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-162.root 2013-04-09 22:34:14 Selected 46775 entries from 1264588 ( 3.69883 % ) 2013-04-09 22:34:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-163.root 2013-04-09 22:34:28 Selected 45180 entries from 1297018 ( 3.48337 % ) 2013-04-09 22:34:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-164.root 2013-04-09 22:34:39 Selected 47569 entries from 1262521 ( 3.76778 % ) 2013-04-09 22:34:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-165.root 2013-04-09 22:34:49 Selected 45802 entries from 1319197 ( 3.47196 % ) 2013-04-09 22:34:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-166.root 2013-04-09 22:34:59 Selected 46758 entries from 1265717 ( 3.69419 % ) 2013-04-09 22:35:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-167.root 2013-04-09 22:35:10 Selected 44491 entries from 1290747 ( 3.44692 % ) 2013-04-09 22:35:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-168.root 2013-04-09 22:35:19 Selected 46716 entries from 1322894 ( 3.53135 % ) 2013-04-09 22:35:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-169.root 2013-04-09 22:35:29 Selected 46549 entries from 1319970 ( 3.52652 % ) 2013-04-09 22:35:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-170.root 2013-04-09 22:35:46 Selected 45950 entries from 1310696 ( 3.50577 % ) 2013-04-09 22:35:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-171.root 2013-04-09 22:36:00 Selected 45422 entries from 1313891 ( 3.45706 % ) 2013-04-09 22:36:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-172.root 2013-04-09 22:36:11 Selected 46585 entries from 1257734 ( 3.70388 % ) 2013-04-09 22:36:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-173.root 2013-04-09 22:36:23 Selected 46098 entries from 1317456 ( 3.49902 % ) 2013-04-09 22:36:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-174.root 2013-04-09 22:36:32 Selected 45096 entries from 1284915 ( 3.50965 % ) 2013-04-09 22:36:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-175.root 2013-04-09 22:36:41 Selected 47297 entries from 1264538 ( 3.74026 % ) 2013-04-09 22:36:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-176.root 2013-04-09 22:36:50 Selected 45218 entries from 1310448 ( 3.45058 % ) 2013-04-09 22:36:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-177.root 2013-04-09 22:36:59 Selected 46918 entries from 1266285 ( 3.70517 % ) 2013-04-09 22:37:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-178.root 2013-04-09 22:37:09 Selected 46272 entries from 1259343 ( 3.6743 % ) 2013-04-09 22:37:17 Considered 8293544 tracks for input to MVA training 2013-04-09 22:37:17 Sel. Eff. = 12.0576% 2013-04-09 22:37:17 Selected 1000000 tracks for input to MVA training 2013-04-09 22:37:17 Ghost percentage = 38.8603% 2013-04-09 22:37:17 Electron percentage = 1.8961% 2013-04-09 22:37:17 Muon percentage = 6.3599% 2013-04-09 22:37:17 Pion percentage = 44.5645% 2013-04-09 22:37:17 Kaon percentage = 5.9611% 2013-04-09 22:37:17 Unknown Particle type 411 2013-04-09 22:37:17 percentage = 0.0002% 2013-04-09 22:37:17 Unknown Particle type 521 2013-04-09 22:37:17 percentage = 0.0001% 2013-04-09 22:37:17 Proton percentage = 2.3484% 2013-04-09 22:37:17 Unknown Particle type 3112 2013-04-09 22:37:17 percentage = 0.0021% 2013-04-09 22:37:17 Unknown Particle type 3222 2013-04-09 22:37:17 percentage = 0.0059% 2013-04-09 22:37:17 Unknown Particle type 3312 2013-04-09 22:37:17 percentage = 0.0013% 2013-04-09 22:37:17 Unknown Particle type 1000010020 2013-04-09 22:37:17 percentage = 0.0001% --- Factory : Add Tree TrainAssignTree_Background of type Background with 936401 events --- Factory : Add Tree TestAssignTree_Background of type Background with 936401 events --- Factory : Add Tree TrainAssignTree_Signal of type Signal with 63599 events --- Factory : Add Tree TestAssignTree_Signal of type Signal with 63599 events --- DataSetInfo : Class index : 0 name : Background --- DataSetInfo : Class index : 1 name : Signal 2013-04-09 22:37:17 TMVA MLP 'H:V:EpochMonitoring:HiddenLayers=50:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE' --- Factory : Booking method: Muon_Long_TMVA --- Configurable : Parsing option string: --- Configurable : ... "H:V:EpochMonitoring:HiddenLayers=50: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] --- Muon_Long_TMVA : Parsing option string: --- Muon_Long_TMVA : ... "H:V:EpochMonitoring:HiddenLayers=50:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE" --- Muon_Long_TMVA : The following options are set: --- Muon_Long_TMVA : - By User: --- Muon_Long_TMVA : NCycles: "750" [Number of training cycles] --- Muon_Long_TMVA : HiddenLayers: "50" [Specification of hidden layer architecture] --- Muon_Long_TMVA : NeuronType: "tanh" [Neuron activation function type] --- Muon_Long_TMVA : EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood] --- Muon_Long_TMVA : V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)] --- Muon_Long_TMVA : VarTransform: "Norm" [List of variable transformations performed before training, e.g., "D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is assumed)"] --- Muon_Long_TMVA : H: "True" [Print method-specific help message] --- Muon_Long_TMVA : TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)] --- Muon_Long_TMVA : EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)] --- Muon_Long_TMVA : - Default: --- Muon_Long_TMVA : RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')] --- Muon_Long_TMVA : NeuronInputType: "sum" [Neuron input function type] --- Muon_Long_TMVA : VerbosityLevel: "Default" [Verbosity level] --- Muon_Long_TMVA : CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)] --- Muon_Long_TMVA : IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)] --- Muon_Long_TMVA : LearningRate: "2.000000e-02" [ANN learning rate parameter] --- Muon_Long_TMVA : DecayRate: "1.000000e-02" [Decay rate for learning parameter] --- Muon_Long_TMVA : TestRate: "10" [Test for overtraining performed at each #th epochs] --- Muon_Long_TMVA : Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch] --- Muon_Long_TMVA : SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training] --- Muon_Long_TMVA : SamplingImportance: "1.000000e+00" [ The sampling weights of events in epochs which successful (worse estimator than before) are multiplied with SamplingImportance, else they are divided.] --- Muon_Long_TMVA : SamplingTraining: "True" [The training sample is sampled] --- Muon_Long_TMVA : SamplingTesting: "False" [The testing sample is sampled] --- Muon_Long_TMVA : ResetStep: "50" [How often BFGS should reset history] --- Muon_Long_TMVA : Tau: "3.000000e+00" [LineSearch "size step"] --- Muon_Long_TMVA : BPMode: "sequential" [Back-propagation learning mode: sequential or batch] --- Muon_Long_TMVA : BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events] --- Muon_Long_TMVA : ConvergenceImprove: "1.000000e-30" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)] --- Muon_Long_TMVA : ConvergenceTests: "-1" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)] --- Muon_Long_TMVA : UseRegulator: "False" [Use regulator to avoid over-training] --- Muon_Long_TMVA : UpdateLimit: "10000" [Maximum times of regulator update] --- Muon_Long_TMVA : CalculateErrors: "False" [Calculates inverse Hessian matrix at the end of the training to be able to calculate the uncertainties of an MVA value] --- Muon_Long_TMVA : WeightRange: "1.000000e+00" [Take the events for the estimator calculations from small deviations from the desired value to large deviations only over the weight range] --- Muon_Long_TMVA : Create Transformation "Norm" with events from all classes. --- Norm : Transformation, Variable selection : --- Norm : Input : variable 'TrackP' (index=0). <---> Output : variable 'TrackP' (index=0). --- Norm : Input : variable 'TrackPt' (index=1). <---> Output : variable 'TrackPt' (index=1). --- Norm : Input : variable 'TrackChi2PerDof' (index=2). <---> Output : variable 'TrackChi2PerDof' (index=2). --- Norm : Input : variable 'TrackNumDof' (index=3). <---> Output : variable 'TrackNumDof' (index=3). --- Norm : Input : variable 'TrackLikelihood' (index=4). <---> Output : variable 'TrackLikelihood' (index=4). --- Norm : Input : variable 'TrackGhostProbability' (index=5). <---> Output : variable 'TrackGhostProbability' (index=5). --- Norm : Input : variable 'TrackFitMatchChi2' (index=6). <---> Output : variable 'TrackFitMatchChi2' (index=6). --- Norm : Input : variable 'TrackCloneDist' (index=7). <---> Output : variable 'TrackCloneDist' (index=7). --- Norm : Input : variable 'TrackFitVeloChi2' (index=8). <---> Output : variable 'TrackFitVeloChi2' (index=8). --- Norm : Input : variable 'TrackFitVeloNDoF' (index=9). <---> Output : variable 'TrackFitVeloNDoF' (index=9). --- Norm : Input : variable 'TrackFitTChi2' (index=10). <---> Output : variable 'TrackFitTChi2' (index=10). --- Norm : Input : variable 'TrackFitTNDoF' (index=11). <---> Output : variable 'TrackFitTNDoF' (index=11). --- Norm : Input : variable 'RichUsedAero' (index=12). <---> Output : variable 'RichUsedAero' (index=12). --- Norm : Input : variable 'RichUsedR1Gas' (index=13). <---> Output : variable 'RichUsedR1Gas' (index=13). --- Norm : Input : variable 'RichUsedR2Gas' (index=14). <---> Output : variable 'RichUsedR2Gas' (index=14). --- Norm : Input : variable 'RichAboveMuThres' (index=15). <---> Output : variable 'RichAboveMuThres' (index=15). --- Norm : Input : variable 'RichAboveKaThres' (index=16). <---> Output : variable 'RichAboveKaThres' (index=16). --- Norm : Input : variable 'RichDLLe' (index=17). <---> Output : variable 'RichDLLe' (index=17). --- Norm : Input : variable 'RichDLLmu' (index=18). <---> Output : variable 'RichDLLmu' (index=18). --- Norm : Input : variable 'RichDLLk' (index=19). <---> Output : variable 'RichDLLk' (index=19). --- Norm : Input : variable 'RichDLLp' (index=20). <---> Output : variable 'RichDLLp' (index=20). --- Norm : Input : variable 'RichDLLbt' (index=21). <---> Output : variable 'RichDLLbt' (index=21). --- Norm : Input : variable 'MuonBkgLL' (index=22). <---> Output : variable 'MuonBkgLL' (index=22). --- Norm : Input : variable 'MuonMuLL' (index=23). <---> Output : variable 'MuonMuLL' (index=23). --- Norm : Input : variable 'MuonNShared' (index=24). <---> Output : variable 'MuonNShared' (index=24). --- Norm : Input : variable 'InAccEcal' (index=25). <---> Output : variable 'InAccEcal' (index=25). --- Norm : Input : variable 'EcalPIDe' (index=26). <---> Output : variable 'EcalPIDe' (index=26). --- Norm : Input : variable 'EcalPIDmu' (index=27). <---> Output : variable 'EcalPIDmu' (index=27). --- Norm : Input : variable 'InAccHcal' (index=28). <---> Output : variable 'InAccHcal' (index=28). --- Norm : Input : variable 'HcalPIDe' (index=29). <---> Output : variable 'HcalPIDe' (index=29). --- Norm : Input : variable 'HcalPIDmu' (index=30). <---> Output : variable 'HcalPIDmu' (index=30). --- Norm : Input : variable 'InAccPrs' (index=31). <---> Output : variable 'InAccPrs' (index=31). --- Norm : Input : variable 'PrsPIDe' (index=32). <---> Output : variable 'PrsPIDe' (index=32). --- Norm : Input : variable 'InAccBrem' (index=33). <---> Output : variable 'InAccBrem' (index=33). --- Norm : Input : variable 'BremPIDe' (index=34). <---> Output : variable 'BremPIDe' (index=34). --- Norm : Input : variable 'VeloCharge' (index=35). <---> Output : variable 'VeloCharge' (index=35). --- Muon_Long_TMVA : Building Network --- Muon_Long_TMVA : Initializing weights 2013-04-09 22:37:17 Starting Training. --- DataSetFactory : Parsing option string: --- DataSetFactory : ... "nTrain_Signal=0:nTrain_Background=0:SplitMode=Random:NormMode=NumEvents:V" --- DataSetFactory : The following options are set: --- DataSetFactory : - By User: --- DataSetFactory : SplitMode: "Random" [Method of picking training and testing events (default: random)] --- DataSetFactory : NormMode: "NumEvents" [Overall renormalisation of event-by-event weights (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 : 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 : 1872802 / sum of weights: 1.8728e+06 --- DataSetFactory : Signal -- number of events : 127198 / sum of weights: 127198 --- DataSetFactory : Background tree -- total number of entries: 1872802 --- DataSetFactory : Signal tree -- total number of entries: 127198 --- DataSetFactory : Preselection: (will effect number of requested training and testing events) --- DataSetFactory : No preselection cuts applied on event classes --- DataSetFactory : Weight renormalisation mode: "NumEvents": renormalise independently the ... --- DataSetFactory : ... class weights so that Sum[i=1..N_j]{w_i} = N_j, j=0,1,2... --- DataSetFactory : ... (note that N_j is the sum of training and test events) --- DataSetFactory : --> Rescale Background event weights by factor: 1 --- DataSetFactory : --> Rescale Signal event weights by factor: 1 --- DataSetFactory : Number of training and testing events after rescaling: --- DataSetFactory : ------------------------------------------------------ --- DataSetFactory : Background -- training events : 936401 (sum of weights: 936401) - requested were 0 events --- DataSetFactory : Background -- testing events : 936401 (sum of weights: 936401) - requested were 0 events --- DataSetFactory : Background -- training and testing events: 1872802 (sum of weights: 1.8728e+06) --- DataSetFactory : Signal -- training events : 63599 (sum of weights: 63599) - requested were 0 events --- DataSetFactory : Signal -- testing events : 63599 (sum of weights: 63599) - requested were 0 events --- DataSetFactory : Signal -- training and testing events: 127198 (sum of weights: 127198) --- DataSetFactory : Create internal training tree --- DataSetFactory : Create internal testing tree --- DataSetInfo : Correlation matrix (Background): --- DataSetInfo : ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackLikelihood TrackGhostProbability TrackFitMatchChi2 TrackCloneDist TrackFitVeloChi2 TrackFitVeloNDoF TrackFitTChi2 TrackFitTNDoF RichUsedAero RichUsedR1Gas RichUsedR2Gas RichAboveMuThres RichAboveKaThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLbt MuonBkgLL MuonMuLL MuonNShared InAccEcal EcalPIDe EcalPIDmu InAccHcal HcalPIDe HcalPIDmu InAccPrs PrsPIDe InAccBrem BremPIDe VeloCharge --- DataSetInfo : TrackP: +1.000 +0.557 -0.038 -0.080 +0.049 -0.028 -0.044 -0.007 -0.015 -0.027 -0.068 -0.099 -0.193 -0.135 +0.377 +0.085 +0.090 +0.090 +0.088 +0.083 +0.082 +0.081 -0.252 -0.053 -0.163 -0.140 -0.141 -0.140 -0.140 -0.140 -0.141 -0.101 -0.102 -0.130 -0.130 +0.013 --- DataSetInfo : TrackPt: +0.557 +1.000 +0.016 -0.010 -0.091 -0.032 -0.068 -0.052 +0.083 +0.052 +0.067 -0.041 +0.429 +0.310 +0.177 +0.261 +0.525 +0.254 +0.258 +0.262 +0.263 +0.269 -0.022 -0.020 -0.056 -0.124 -0.125 -0.123 -0.192 -0.192 -0.192 -0.088 -0.089 +0.323 +0.322 -0.025 --- DataSetInfo : TrackChi2PerDof: -0.038 +0.016 +1.000 -0.381 -0.688 +0.020 +0.703 +0.024 +0.097 -0.181 +0.386 -0.280 +0.032 -0.023 -0.047 -0.054 +0.001 -0.044 -0.048 -0.044 -0.044 -0.043 +0.014 -0.007 +0.094 +0.035 +0.035 +0.037 +0.011 +0.011 +0.011 +0.025 +0.025 -0.022 -0.022 +0.044 --- DataSetInfo : TrackNumDof: -0.080 -0.010 -0.381 +1.000 +0.550 -0.019 -0.108 -0.014 +0.402 +0.673 +0.249 +0.786 +0.042 +0.334 -0.104 +0.159 +0.037 +0.150 +0.154 +0.151 +0.150 +0.150 -0.043 -0.042 -0.083 +0.093 +0.092 +0.092 +0.040 +0.040 +0.041 +0.076 +0.075 +0.339 +0.339 -0.102 --- DataSetInfo : TrackLikelihood: +0.049 -0.091 -0.688 +0.550 +1.000 -0.027 -0.358 +0.011 -0.013 +0.208 -0.202 +0.431 -0.126 -0.092 +0.038 -0.030 -0.087 -0.039 -0.035 -0.042 -0.043 -0.045 -0.099 -0.046 -0.122 -0.027 -0.027 -0.029 +0.018 +0.018 +0.019 -0.020 -0.019 -0.071 -0.071 -0.002 --- DataSetInfo : TrackGhostProbability: -0.028 -0.032 +0.020 -0.019 -0.027 +1.000 +0.011 +0.001 -0.009 -0.012 +0.004 -0.013 +0.012 +0.011 +0.003 +0.016 +0.011 +0.016 +0.016 +0.016 +0.016 +0.016 +0.003 +0.000 +0.001 -0.000 -0.001 -0.000 -0.001 -0.001 -0.001 -0.000 -0.000 +0.008 +0.008 -0.001 --- DataSetInfo : TrackFitMatchChi2: -0.044 -0.068 +0.703 -0.108 -0.358 +0.011 +1.000 +0.014 -0.038 -0.028 +0.042 -0.067 -0.055 -0.026 -0.085 -0.059 -0.078 -0.052 -0.054 -0.055 -0.055 -0.055 -0.079 -0.069 +0.019 +0.055 +0.055 +0.055 +0.047 +0.047 +0.047 +0.040 +0.040 -0.037 -0.037 +0.018 --- DataSetInfo : TrackCloneDist: -0.007 -0.052 +0.024 -0.014 +0.011 +0.001 +0.014 +1.000 -0.028 -0.050 -0.005 +0.012 -0.064 -0.046 -0.015 -0.039 -0.070 -0.037 -0.038 -0.038 -0.039 -0.039 -0.008 +0.001 +0.006 +0.014 +0.014 +0.013 +0.018 +0.018 +0.018 +0.010 +0.010 -0.049 -0.049 +0.027 --- DataSetInfo : TrackFitVeloChi2: -0.015 +0.083 +0.097 +0.402 -0.013 -0.009 -0.038 -0.028 +1.000 +0.661 +0.043 +0.054 +0.141 +0.316 +0.023 +0.215 +0.152 +0.213 +0.214 +0.217 +0.217 +0.218 +0.031 -0.003 -0.007 -0.011 -0.012 -0.011 -0.025 -0.025 -0.025 -0.005 -0.005 +0.318 +0.318 -0.094 --- DataSetInfo : TrackFitVeloNDoF: -0.027 +0.052 -0.181 +0.673 +0.208 -0.012 -0.028 -0.050 +0.661 +1.000 +0.026 +0.132 +0.118 +0.407 +0.009 +0.270 +0.136 +0.264 +0.268 +0.269 +0.269 +0.270 +0.016 -0.019 -0.044 -0.014 -0.014 -0.013 -0.018 -0.018 -0.018 -0.006 -0.007 +0.408 +0.408 -0.146 --- DataSetInfo : TrackFitTChi2: -0.068 +0.067 +0.386 +0.249 -0.202 +0.004 +0.042 -0.005 +0.043 +0.026 +1.000 +0.406 +0.092 +0.138 -0.087 +0.033 +0.060 +0.034 +0.033 +0.035 +0.035 +0.036 +0.035 +0.016 +0.054 +0.095 +0.095 +0.096 +0.019 +0.020 +0.020 +0.074 +0.073 +0.157 +0.157 -0.003 --- DataSetInfo : TrackFitTNDoF: -0.099 -0.041 -0.280 +0.786 +0.431 -0.013 -0.067 +0.012 +0.054 +0.132 +0.406 +1.000 -0.015 +0.119 -0.163 -0.015 -0.049 -0.021 -0.019 -0.023 -0.024 -0.024 -0.064 -0.039 -0.067 +0.165 +0.165 +0.165 +0.077 +0.077 +0.078 +0.128 +0.129 +0.138 +0.138 -0.022 --- DataSetInfo : RichUsedAero: -0.193 +0.429 +0.032 +0.042 -0.126 +0.012 -0.055 -0.064 +0.141 +0.118 +0.092 -0.015 +1.000 +0.427 -0.144 +0.285 +0.831 +0.273 +0.279 +0.288 +0.292 +0.301 +0.223 +0.029 +0.100 -0.083 -0.084 -0.081 -0.140 -0.140 -0.139 -0.062 -0.064 +0.478 +0.478 -0.048 --- DataSetInfo : RichUsedR1Gas: -0.135 +0.310 -0.023 +0.334 -0.092 +0.011 -0.026 -0.046 +0.316 +0.407 +0.138 +0.119 +0.427 +1.000 -0.096 +0.669 +0.430 +0.663 +0.666 +0.669 +0.670 +0.672 +0.140 +0.016 +0.053 -0.027 -0.028 -0.025 -0.071 -0.071 -0.071 -0.019 -0.020 +0.812 +0.812 -0.107 --- DataSetInfo : RichUsedR2Gas: +0.377 +0.177 -0.047 -0.104 +0.038 +0.003 -0.085 -0.015 +0.023 +0.009 -0.087 -0.163 -0.144 -0.096 +1.000 +0.252 +0.079 +0.253 +0.254 +0.251 +0.249 +0.249 -0.161 -0.026 -0.169 -0.071 -0.072 -0.071 -0.054 -0.054 -0.054 -0.041 -0.043 -0.095 -0.096 +0.003 --- DataSetInfo : RichAboveMuThres: +0.085 +0.261 -0.054 +0.159 -0.030 +0.016 -0.059 -0.039 +0.215 +0.270 +0.033 -0.015 +0.285 +0.669 +0.252 +1.000 +0.343 +0.999 +1.000 +0.999 +0.999 +0.999 -0.014 -0.013 -0.029 -0.058 -0.059 -0.057 -0.073 -0.073 -0.073 -0.043 -0.045 +0.542 +0.542 -0.078 --- DataSetInfo : RichAboveKaThres: +0.090 +0.525 +0.001 +0.037 -0.087 +0.011 -0.078 -0.070 +0.152 +0.136 +0.060 -0.049 +0.831 +0.430 +0.079 +0.343 +1.000 +0.334 +0.339 +0.344 +0.348 +0.355 +0.066 -0.002 +0.008 -0.164 -0.165 -0.162 -0.210 -0.210 -0.210 -0.120 -0.122 +0.452 +0.452 -0.049 --- DataSetInfo : RichDLLe: +0.090 +0.254 -0.044 +0.150 -0.039 +0.016 -0.052 -0.037 +0.213 +0.264 +0.034 -0.021 +0.273 +0.663 +0.253 +0.999 +0.334 +1.000 +1.000 +0.999 +0.999 +0.999 -0.018 -0.014 -0.029 -0.057 -0.058 -0.056 -0.072 -0.072 -0.072 -0.042 -0.044 +0.535 +0.535 -0.074 --- DataSetInfo : RichDLLmu: +0.088 +0.258 -0.048 +0.154 -0.035 +0.016 -0.054 -0.038 +0.214 +0.268 +0.033 -0.019 +0.279 +0.666 +0.254 +1.000 +0.339 +1.000 +1.000 +0.999 +0.999 +0.999 -0.018 -0.015 -0.030 -0.058 -0.059 -0.057 -0.073 -0.073 -0.073 -0.042 -0.045 +0.539 +0.539 -0.077 --- DataSetInfo : RichDLLk: +0.083 +0.262 -0.044 +0.151 -0.042 +0.016 -0.055 -0.038 +0.217 +0.269 +0.035 -0.023 +0.288 +0.669 +0.251 +0.999 +0.344 +0.999 +0.999 +1.000 +1.000 +1.000 -0.011 -0.012 -0.026 -0.057 -0.058 -0.056 -0.073 -0.073 -0.073 -0.042 -0.044 +0.544 +0.544 -0.078 --- DataSetInfo : RichDLLp: +0.082 +0.263 -0.044 +0.150 -0.043 +0.016 -0.055 -0.039 +0.217 +0.269 +0.035 -0.024 +0.292 +0.670 +0.249 +0.999 +0.348 +0.999 +0.999 +1.000 +1.000 +1.000 -0.009 -0.011 -0.024 -0.057 -0.059 -0.056 -0.073 -0.073 -0.073 -0.042 -0.045 +0.546 +0.546 -0.078 --- DataSetInfo : RichDLLbt: +0.081 +0.269 -0.043 +0.150 -0.045 +0.016 -0.055 -0.039 +0.218 +0.270 +0.036 -0.024 +0.301 +0.672 +0.249 +0.999 +0.355 +0.999 +0.999 +1.000 +1.000 +1.000 -0.008 -0.011 -0.025 -0.058 -0.060 -0.057 -0.075 -0.075 -0.075 -0.043 -0.045 +0.549 +0.549 -0.078 --- DataSetInfo : MuonBkgLL: -0.252 -0.022 +0.014 -0.043 -0.099 +0.003 -0.079 -0.008 +0.031 +0.016 +0.035 -0.064 +0.223 +0.140 -0.161 -0.014 +0.066 -0.018 -0.018 -0.011 -0.009 -0.008 +1.000 +0.765 +0.315 -0.058 -0.057 -0.059 -0.074 -0.074 -0.075 -0.043 -0.042 +0.140 +0.140 -0.009 --- DataSetInfo : MuonMuLL: -0.053 -0.020 -0.007 -0.042 -0.046 +0.000 -0.069 +0.001 -0.003 -0.019 +0.016 -0.039 +0.029 +0.016 -0.026 -0.013 -0.002 -0.014 -0.015 -0.012 -0.011 -0.011 +0.765 +1.000 +0.169 +0.019 +0.020 +0.019 +0.036 +0.037 +0.036 +0.011 +0.012 +0.016 +0.016 +0.009 --- DataSetInfo : MuonNShared: -0.163 -0.056 +0.094 -0.083 -0.122 +0.001 +0.019 +0.006 -0.007 -0.044 +0.054 -0.067 +0.100 +0.053 -0.169 -0.029 +0.008 -0.029 -0.030 -0.026 -0.024 -0.025 +0.315 +0.169 +1.000 +0.007 +0.008 +0.006 +0.017 +0.017 +0.017 -0.001 -0.000 +0.047 +0.047 +0.017 --- DataSetInfo : InAccEcal: -0.140 -0.124 +0.035 +0.093 -0.027 -0.000 +0.055 +0.014 -0.011 -0.014 +0.095 +0.165 -0.083 -0.027 -0.071 -0.058 -0.164 -0.057 -0.058 -0.057 -0.057 -0.058 -0.058 +0.019 +0.007 +1.000 +1.000 +1.000 +0.617 +0.617 +0.617 +0.691 +0.691 -0.007 -0.007 +0.006 --- DataSetInfo : EcalPIDe: -0.141 -0.125 +0.035 +0.092 -0.027 -0.001 +0.055 +0.014 -0.012 -0.014 +0.095 +0.165 -0.084 -0.028 -0.072 -0.059 -0.165 -0.058 -0.059 -0.058 -0.059 -0.060 -0.057 +0.020 +0.008 +1.000 +1.000 +1.000 +0.617 +0.617 +0.617 +0.691 +0.691 -0.008 -0.008 +0.007 --- DataSetInfo : EcalPIDmu: -0.140 -0.123 +0.037 +0.092 -0.029 -0.000 +0.055 +0.013 -0.011 -0.013 +0.096 +0.165 -0.081 -0.025 -0.071 -0.057 -0.162 -0.056 -0.057 -0.056 -0.056 -0.057 -0.059 +0.019 +0.006 +1.000 +1.000 +1.000 +0.617 +0.617 +0.617 +0.691 +0.691 -0.005 -0.005 +0.005 --- DataSetInfo : InAccHcal: -0.140 -0.192 +0.011 +0.040 +0.018 -0.001 +0.047 +0.018 -0.025 -0.018 +0.019 +0.077 -0.140 -0.071 -0.054 -0.073 -0.210 -0.072 -0.073 -0.073 -0.073 -0.075 -0.074 +0.036 +0.017 +0.617 +0.617 +0.617 +1.000 +1.000 +1.000 +0.442 +0.442 -0.064 -0.064 +0.009 --- DataSetInfo : HcalPIDe: -0.140 -0.192 +0.011 +0.040 +0.018 -0.001 +0.047 +0.018 -0.025 -0.018 +0.020 +0.077 -0.140 -0.071 -0.054 -0.073 -0.210 -0.072 -0.073 -0.073 -0.073 -0.075 -0.074 +0.037 +0.017 +0.617 +0.617 +0.617 +1.000 +1.000 +1.000 +0.442 +0.442 -0.064 -0.064 +0.009 --- DataSetInfo : HcalPIDmu: -0.141 -0.192 +0.011 +0.041 +0.019 -0.001 +0.047 +0.018 -0.025 -0.018 +0.020 +0.078 -0.139 -0.071 -0.054 -0.073 -0.210 -0.072 -0.073 -0.073 -0.073 -0.075 -0.075 +0.036 +0.017 +0.617 +0.617 +0.617 +1.000 +1.000 +1.000 +0.442 +0.442 -0.064 -0.064 +0.009 --- DataSetInfo : InAccPrs: -0.101 -0.088 +0.025 +0.076 -0.020 -0.000 +0.040 +0.010 -0.005 -0.006 +0.074 +0.128 -0.062 -0.019 -0.041 -0.043 -0.120 -0.042 -0.042 -0.042 -0.042 -0.043 -0.043 +0.011 -0.001 +0.691 +0.691 +0.691 +0.442 +0.442 +0.442 +1.000 +1.000 -0.007 -0.007 +0.003 --- DataSetInfo : PrsPIDe: -0.102 -0.089 +0.025 +0.075 -0.019 -0.000 +0.040 +0.010 -0.005 -0.007 +0.073 +0.129 -0.064 -0.020 -0.043 -0.045 -0.122 -0.044 -0.045 -0.044 -0.045 -0.045 -0.042 +0.012 -0.000 +0.691 +0.691 +0.691 +0.442 +0.442 +0.442 +1.000 +1.000 -0.009 -0.008 +0.004 --- DataSetInfo : InAccBrem: -0.130 +0.323 -0.022 +0.339 -0.071 +0.008 -0.037 -0.049 +0.318 +0.408 +0.157 +0.138 +0.478 +0.812 -0.095 +0.542 +0.452 +0.535 +0.539 +0.544 +0.546 +0.549 +0.140 +0.016 +0.047 -0.007 -0.008 -0.005 -0.064 -0.064 -0.064 -0.007 -0.009 +1.000 +1.000 -0.088 --- DataSetInfo : BremPIDe: -0.130 +0.322 -0.022 +0.339 -0.071 +0.008 -0.037 -0.049 +0.318 +0.408 +0.157 +0.138 +0.478 +0.812 -0.096 +0.542 +0.452 +0.535 +0.539 +0.544 +0.546 +0.549 +0.140 +0.016 +0.047 -0.007 -0.008 -0.005 -0.064 -0.064 -0.064 -0.007 -0.008 +1.000 +1.000 -0.088 --- DataSetInfo : VeloCharge: +0.013 -0.025 +0.044 -0.102 -0.002 -0.001 +0.018 +0.027 -0.094 -0.146 -0.003 -0.022 -0.048 -0.107 +0.003 -0.078 -0.049 -0.074 -0.077 -0.078 -0.078 -0.078 -0.009 +0.009 +0.017 +0.006 +0.007 +0.005 +0.009 +0.009 +0.009 +0.003 +0.004 -0.088 -0.088 +1.000 --- DataSetInfo : ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : Correlation matrix (Signal): --- DataSetInfo : ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackLikelihood TrackGhostProbability TrackFitMatchChi2 TrackCloneDist TrackFitVeloChi2 TrackFitVeloNDoF TrackFitTChi2 TrackFitTNDoF RichUsedAero RichUsedR1Gas RichUsedR2Gas RichAboveMuThres RichAboveKaThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLbt MuonBkgLL MuonMuLL MuonNShared InAccEcal EcalPIDe EcalPIDmu InAccHcal HcalPIDe HcalPIDmu InAccPrs PrsPIDe InAccBrem BremPIDe VeloCharge --- DataSetInfo : TrackP: +1.000 +0.637 -0.172 -0.142 +0.169 -0.092 -0.180 -0.016 -0.007 -0.014 -0.135 -0.209 -0.345 -0.161 +0.408 +0.077 +0.232 +0.092 +0.071 +0.059 +0.047 +0.047 -0.456 -0.127 -0.171 -0.325 -0.326 -0.325 -0.310 -0.310 -0.310 -0.248 -0.247 -0.155 -0.155 +0.034 --- DataSetInfo : TrackPt: +0.637 +1.000 -0.196 +0.025 +0.149 -0.127 -0.201 -0.028 +0.023 -0.003 -0.034 +0.026 -0.078 +0.162 +0.225 +0.125 +0.377 +0.134 +0.122 +0.088 +0.079 +0.088 -0.422 -0.114 -0.182 -0.101 -0.102 -0.099 -0.132 -0.131 -0.131 -0.067 -0.067 +0.136 +0.136 +0.078 --- DataSetInfo : TrackChi2PerDof: -0.172 -0.196 +1.000 -0.019 -0.729 +0.008 +0.814 +0.015 +0.191 +0.046 +0.405 -0.041 +0.097 +0.033 -0.145 -0.020 -0.091 -0.029 -0.030 -0.001 -0.000 -0.002 +0.205 +0.078 +0.112 +0.055 +0.056 +0.055 +0.065 +0.065 +0.065 +0.038 +0.039 +0.040 +0.040 -0.029 --- DataSetInfo : TrackNumDof: -0.142 +0.025 -0.019 +1.000 +0.058 -0.014 +0.050 -0.035 +0.501 +0.723 +0.382 +0.739 +0.139 +0.510 -0.093 +0.135 +0.104 +0.131 +0.134 +0.127 +0.129 +0.133 +0.041 +0.023 -0.011 +0.314 +0.314 +0.314 +0.206 +0.206 +0.207 +0.235 +0.235 +0.542 +0.542 -0.085 --- DataSetInfo : TrackLikelihood: +0.169 +0.149 -0.729 +0.058 +1.000 -0.009 -0.614 -0.034 -0.143 -0.079 -0.256 +0.087 -0.115 -0.110 +0.166 -0.001 +0.063 +0.006 +0.005 -0.020 -0.021 -0.020 -0.198 -0.080 -0.108 -0.092 -0.092 -0.091 -0.069 -0.069 -0.069 -0.067 -0.068 -0.107 -0.107 +0.079 --- DataSetInfo : TrackGhostProbability: -0.092 -0.127 +0.008 -0.014 -0.009 +1.000 +0.014 +0.001 -0.026 -0.020 -0.003 -0.000 +0.011 -0.005 -0.008 +0.002 -0.008 +0.001 +0.002 +0.001 +0.002 +0.003 +0.020 +0.010 +0.006 +0.001 +0.001 +0.001 +0.002 +0.002 +0.002 -0.002 -0.002 -0.004 -0.004 -0.011 --- DataSetInfo : TrackFitMatchChi2: -0.180 -0.201 +0.814 +0.050 -0.614 +0.014 +1.000 +0.007 +0.031 +0.093 +0.089 +0.018 +0.087 +0.060 -0.172 -0.008 -0.108 -0.018 -0.019 +0.010 +0.011 +0.008 +0.215 +0.080 +0.111 +0.068 +0.068 +0.068 +0.071 +0.071 +0.071 +0.048 +0.048 +0.064 +0.064 -0.037 --- DataSetInfo : TrackCloneDist: -0.016 -0.028 +0.015 -0.035 -0.034 +0.001 +0.007 +1.000 -0.019 -0.032 -0.011 -0.019 -0.023 -0.025 -0.017 -0.040 -0.042 -0.039 -0.040 -0.038 -0.038 -0.038 +0.016 +0.006 +0.016 +0.006 +0.006 +0.006 +0.011 +0.011 +0.011 +0.004 +0.004 -0.023 -0.023 +0.008 --- DataSetInfo : TrackFitVeloChi2: -0.007 +0.023 +0.191 +0.501 -0.143 -0.026 +0.031 -0.019 +1.000 +0.681 +0.077 +0.093 +0.061 +0.273 +0.029 +0.124 +0.102 +0.123 +0.121 +0.123 +0.125 +0.128 -0.006 +0.006 -0.000 +0.092 +0.092 +0.092 +0.085 +0.085 +0.085 +0.067 +0.067 +0.288 +0.288 -0.073 --- DataSetInfo : TrackFitVeloNDoF: -0.014 -0.003 +0.046 +0.723 -0.079 -0.020 +0.093 -0.032 +0.681 +1.000 +0.095 +0.118 +0.028 +0.379 +0.037 +0.163 +0.093 +0.162 +0.158 +0.162 +0.164 +0.167 -0.000 +0.010 -0.000 +0.131 +0.131 +0.131 +0.127 +0.127 +0.128 +0.094 +0.094 +0.398 +0.398 -0.086 --- DataSetInfo : TrackFitTChi2: -0.135 -0.034 +0.405 +0.382 -0.256 -0.003 +0.089 -0.011 +0.077 +0.095 +1.000 +0.481 +0.114 +0.184 -0.090 +0.013 +0.021 +0.008 +0.010 +0.015 +0.016 +0.017 +0.085 +0.042 +0.024 +0.174 +0.174 +0.174 +0.109 +0.109 +0.110 +0.127 +0.127 +0.205 +0.205 -0.024 --- DataSetInfo : TrackFitTNDoF: -0.209 +0.026 -0.041 +0.739 +0.087 -0.000 +0.018 -0.019 +0.093 +0.118 +0.481 +1.000 +0.177 +0.328 -0.175 +0.018 +0.044 +0.013 +0.022 +0.010 +0.011 +0.014 +0.064 +0.024 -0.011 +0.339 +0.339 +0.340 +0.188 +0.188 +0.189 +0.247 +0.247 +0.365 +0.365 -0.037 --- DataSetInfo : RichUsedAero: -0.345 -0.078 +0.097 +0.139 -0.115 +0.011 +0.087 -0.023 +0.061 +0.028 +0.114 +0.177 +1.000 +0.313 -0.393 +0.140 +0.501 +0.118 +0.147 +0.156 +0.161 +0.174 +0.283 +0.069 +0.096 +0.081 +0.081 +0.082 +0.038 +0.038 +0.039 +0.060 +0.060 +0.318 +0.318 +0.012 --- DataSetInfo : RichUsedR1Gas: -0.161 +0.162 +0.033 +0.510 -0.110 -0.005 +0.060 -0.025 +0.273 +0.379 +0.184 +0.328 +0.313 +1.000 -0.176 +0.447 +0.300 +0.438 +0.448 +0.438 +0.441 +0.446 +0.091 +0.036 +0.032 +0.228 +0.228 +0.229 +0.140 +0.140 +0.141 +0.174 +0.174 +0.770 +0.770 -0.049 --- DataSetInfo : RichUsedR2Gas: +0.408 +0.225 -0.145 -0.093 +0.166 -0.008 -0.172 -0.017 +0.029 +0.037 -0.090 -0.175 -0.393 -0.176 +1.000 +0.174 +0.179 +0.187 +0.171 +0.146 +0.144 +0.144 -0.385 -0.091 -0.213 -0.102 -0.103 -0.102 -0.067 -0.067 -0.068 -0.075 -0.076 -0.155 -0.155 +0.031 --- DataSetInfo : RichAboveMuThres: +0.077 +0.125 -0.020 +0.135 -0.001 +0.002 -0.008 -0.040 +0.124 +0.163 +0.013 +0.018 +0.140 +0.447 +0.174 +1.000 +0.279 +0.998 +0.998 +0.994 +0.994 +0.995 -0.067 -0.009 -0.047 -0.031 -0.031 -0.030 -0.041 -0.041 -0.041 -0.021 -0.022 +0.344 +0.344 -0.004 --- DataSetInfo : RichAboveKaThres: +0.232 +0.377 -0.091 +0.104 +0.063 -0.008 -0.108 -0.042 +0.102 +0.093 +0.021 +0.044 +0.501 +0.300 +0.179 +0.279 +1.000 +0.275 +0.280 +0.253 +0.258 +0.270 -0.181 -0.025 -0.118 -0.107 -0.108 -0.106 -0.144 -0.143 -0.143 -0.073 -0.073 +0.283 +0.283 +0.046 --- DataSetInfo : RichDLLe: +0.092 +0.134 -0.029 +0.131 +0.006 +0.001 -0.018 -0.039 +0.123 +0.162 +0.008 +0.013 +0.118 +0.438 +0.187 +0.998 +0.275 +1.000 +0.997 +0.993 +0.993 +0.993 -0.084 -0.014 -0.053 -0.035 -0.036 -0.035 -0.045 -0.045 -0.045 -0.024 -0.024 +0.335 +0.335 -0.002 --- DataSetInfo : RichDLLmu: +0.071 +0.122 -0.030 +0.134 +0.005 +0.002 -0.019 -0.040 +0.121 +0.158 +0.010 +0.022 +0.147 +0.448 +0.171 +0.998 +0.280 +0.997 +1.000 +0.993 +0.993 +0.994 -0.065 -0.011 -0.049 -0.030 -0.030 -0.029 -0.041 -0.041 -0.041 -0.020 -0.021 +0.345 +0.344 -0.003 --- DataSetInfo : RichDLLk: +0.059 +0.088 -0.001 +0.127 -0.020 +0.001 +0.010 -0.038 +0.123 +0.162 +0.015 +0.010 +0.156 +0.438 +0.146 +0.994 +0.253 +0.993 +0.993 +1.000 +0.999 +0.999 -0.034 -0.001 -0.028 -0.029 -0.030 -0.029 -0.038 -0.038 -0.038 -0.021 -0.021 +0.337 +0.337 -0.005 --- DataSetInfo : RichDLLp: +0.047 +0.079 -0.000 +0.129 -0.021 +0.002 +0.011 -0.038 +0.125 +0.164 +0.016 +0.011 +0.161 +0.441 +0.144 +0.994 +0.258 +0.993 +0.993 +0.999 +1.000 +0.999 -0.031 +0.000 -0.026 -0.027 -0.028 -0.027 -0.036 -0.036 -0.036 -0.019 -0.020 +0.340 +0.340 -0.005 --- DataSetInfo : RichDLLbt: +0.047 +0.088 -0.002 +0.133 -0.020 +0.003 +0.008 -0.038 +0.128 +0.167 +0.017 +0.014 +0.174 +0.446 +0.144 +0.995 +0.270 +0.993 +0.994 +0.999 +0.999 +1.000 -0.034 -0.001 -0.029 -0.026 -0.027 -0.026 -0.036 -0.036 -0.036 -0.019 -0.019 +0.347 +0.347 -0.004 --- DataSetInfo : MuonBkgLL: -0.456 -0.422 +0.205 +0.041 -0.198 +0.020 +0.215 +0.016 -0.006 -0.000 +0.085 +0.064 +0.283 +0.091 -0.385 -0.067 -0.181 -0.084 -0.065 -0.034 -0.031 -0.034 +1.000 +0.718 +0.345 +0.092 +0.093 +0.092 +0.080 +0.080 +0.080 +0.062 +0.063 +0.086 +0.086 -0.050 --- DataSetInfo : MuonMuLL: -0.127 -0.114 +0.078 +0.023 -0.080 +0.010 +0.080 +0.006 +0.006 +0.010 +0.042 +0.024 +0.069 +0.036 -0.091 -0.009 -0.025 -0.014 -0.011 -0.001 +0.000 -0.001 +0.718 +1.000 +0.134 +0.056 +0.056 +0.056 +0.051 +0.051 +0.051 +0.042 +0.042 +0.038 +0.038 -0.016 --- DataSetInfo : MuonNShared: -0.171 -0.182 +0.112 -0.011 -0.108 +0.006 +0.111 +0.016 -0.000 -0.000 +0.024 -0.011 +0.096 +0.032 -0.213 -0.047 -0.118 -0.053 -0.049 -0.028 -0.026 -0.029 +0.345 +0.134 +1.000 +0.045 +0.046 +0.044 +0.059 +0.059 +0.059 +0.029 +0.029 +0.026 +0.026 -0.014 --- DataSetInfo : InAccEcal: -0.325 -0.101 +0.055 +0.314 -0.092 +0.001 +0.068 +0.006 +0.092 +0.131 +0.174 +0.339 +0.081 +0.228 -0.102 -0.031 -0.107 -0.035 -0.030 -0.029 -0.027 -0.026 +0.092 +0.056 +0.045 +1.000 +1.000 +1.000 +0.659 +0.659 +0.659 +0.659 +0.658 +0.327 +0.327 -0.034 --- DataSetInfo : EcalPIDe: -0.326 -0.102 +0.056 +0.314 -0.092 +0.001 +0.068 +0.006 +0.092 +0.131 +0.174 +0.339 +0.081 +0.228 -0.103 -0.031 -0.108 -0.036 -0.030 -0.030 -0.028 -0.027 +0.093 +0.056 +0.046 +1.000 +1.000 +1.000 +0.659 +0.659 +0.659 +0.659 +0.658 +0.326 +0.326 -0.034 --- DataSetInfo : EcalPIDmu: -0.325 -0.099 +0.055 +0.314 -0.091 +0.001 +0.068 +0.006 +0.092 +0.131 +0.174 +0.340 +0.082 +0.229 -0.102 -0.030 -0.106 -0.035 -0.029 -0.029 -0.027 -0.026 +0.092 +0.056 +0.044 +1.000 +1.000 +1.000 +0.659 +0.659 +0.659 +0.659 +0.658 +0.327 +0.327 -0.034 --- DataSetInfo : InAccHcal: -0.310 -0.132 +0.065 +0.206 -0.069 +0.002 +0.071 +0.011 +0.085 +0.127 +0.109 +0.188 +0.038 +0.140 -0.067 -0.041 -0.144 -0.045 -0.041 -0.038 -0.036 -0.036 +0.080 +0.051 +0.059 +0.659 +0.659 +0.659 +1.000 +1.000 +1.000 +0.463 +0.462 +0.197 +0.197 -0.032 --- DataSetInfo : HcalPIDe: -0.310 -0.131 +0.065 +0.206 -0.069 +0.002 +0.071 +0.011 +0.085 +0.127 +0.109 +0.188 +0.038 +0.140 -0.067 -0.041 -0.143 -0.045 -0.041 -0.038 -0.036 -0.036 +0.080 +0.051 +0.059 +0.659 +0.659 +0.659 +1.000 +1.000 +1.000 +0.463 +0.462 +0.197 +0.197 -0.032 --- DataSetInfo : HcalPIDmu: -0.310 -0.131 +0.065 +0.207 -0.069 +0.002 +0.071 +0.011 +0.085 +0.128 +0.110 +0.189 +0.039 +0.141 -0.068 -0.041 -0.143 -0.045 -0.041 -0.038 -0.036 -0.036 +0.080 +0.051 +0.059 +0.659 +0.659 +0.659 +1.000 +1.000 +1.000 +0.463 +0.462 +0.198 +0.198 -0.032 --- DataSetInfo : InAccPrs: -0.248 -0.067 +0.038 +0.235 -0.067 -0.002 +0.048 +0.004 +0.067 +0.094 +0.127 +0.247 +0.060 +0.174 -0.075 -0.021 -0.073 -0.024 -0.020 -0.021 -0.019 -0.019 +0.062 +0.042 +0.029 +0.659 +0.659 +0.659 +0.463 +0.463 +0.463 +1.000 +1.000 +0.221 +0.221 -0.020 --- DataSetInfo : PrsPIDe: -0.247 -0.067 +0.039 +0.235 -0.068 -0.002 +0.048 +0.004 +0.067 +0.094 +0.127 +0.247 +0.060 +0.174 -0.076 -0.022 -0.073 -0.024 -0.021 -0.021 -0.020 -0.019 +0.063 +0.042 +0.029 +0.658 +0.658 +0.658 +0.462 +0.462 +0.462 +1.000 +1.000 +0.220 +0.220 -0.020 --- DataSetInfo : InAccBrem: -0.155 +0.136 +0.040 +0.542 -0.107 -0.004 +0.064 -0.023 +0.288 +0.398 +0.205 +0.365 +0.318 +0.770 -0.155 +0.344 +0.283 +0.335 +0.345 +0.337 +0.340 +0.347 +0.086 +0.038 +0.026 +0.327 +0.326 +0.327 +0.197 +0.197 +0.198 +0.221 +0.220 +1.000 +1.000 -0.042 --- DataSetInfo : BremPIDe: -0.155 +0.136 +0.040 +0.542 -0.107 -0.004 +0.064 -0.023 +0.288 +0.398 +0.205 +0.365 +0.318 +0.770 -0.155 +0.344 +0.283 +0.335 +0.344 +0.337 +0.340 +0.347 +0.086 +0.038 +0.026 +0.327 +0.326 +0.327 +0.197 +0.197 +0.198 +0.221 +0.220 +1.000 +1.000 -0.042 --- DataSetInfo : VeloCharge: +0.034 +0.078 -0.029 -0.085 +0.079 -0.011 -0.037 +0.008 -0.073 -0.086 -0.024 -0.037 +0.012 -0.049 +0.031 -0.004 +0.046 -0.002 -0.003 -0.005 -0.005 -0.004 -0.050 -0.016 -0.014 -0.034 -0.034 -0.034 -0.032 -0.032 -0.032 -0.020 -0.020 -0.042 -0.042 +1.000 --- DataSetInfo : ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetFactory : --- Factory : --- Factory : current transformation string: 'I' --- Factory : Create Transformation "I" with events from all classes. --- Id : Transformation, Variable selection : --- Id : Input : variable 'TrackP' (index=0). <---> Output : variable 'TrackP' (index=0). --- Id : Input : variable 'TrackPt' (index=1). <---> Output : variable 'TrackPt' (index=1). --- Id : Input : variable 'TrackChi2PerDof' (index=2). <---> Output : variable 'TrackChi2PerDof' (index=2). --- Id : Input : variable 'TrackNumDof' (index=3). <---> Output : variable 'TrackNumDof' (index=3). --- Id : Input : variable 'TrackLikelihood' (index=4). <---> Output : variable 'TrackLikelihood' (index=4). --- Id : Input : variable 'TrackGhostProbability' (index=5). <---> Output : variable 'TrackGhostProbability' (index=5). --- Id : Input : variable 'TrackFitMatchChi2' (index=6). <---> Output : variable 'TrackFitMatchChi2' (index=6). --- Id : Input : variable 'TrackCloneDist' (index=7). <---> Output : variable 'TrackCloneDist' (index=7). --- Id : Input : variable 'TrackFitVeloChi2' (index=8). <---> Output : variable 'TrackFitVeloChi2' (index=8). --- Id : Input : variable 'TrackFitVeloNDoF' (index=9). <---> Output : variable 'TrackFitVeloNDoF' (index=9). --- Id : Input : variable 'TrackFitTChi2' (index=10). <---> Output : variable 'TrackFitTChi2' (index=10). --- Id : Input : variable 'TrackFitTNDoF' (index=11). <---> Output : variable 'TrackFitTNDoF' (index=11). --- Id : Input : variable 'RichUsedAero' (index=12). <---> Output : variable 'RichUsedAero' (index=12). --- Id : Input : variable 'RichUsedR1Gas' (index=13). <---> Output : variable 'RichUsedR1Gas' (index=13). --- Id : Input : variable 'RichUsedR2Gas' (index=14). <---> Output : variable 'RichUsedR2Gas' (index=14). --- Id : Input : variable 'RichAboveMuThres' (index=15). <---> Output : variable 'RichAboveMuThres' (index=15). --- Id : Input : variable 'RichAboveKaThres' (index=16). <---> Output : variable 'RichAboveKaThres' (index=16). --- Id : Input : variable 'RichDLLe' (index=17). <---> Output : variable 'RichDLLe' (index=17). --- Id : Input : variable 'RichDLLmu' (index=18). <---> Output : variable 'RichDLLmu' (index=18). --- Id : Input : variable 'RichDLLk' (index=19). <---> Output : variable 'RichDLLk' (index=19). --- Id : Input : variable 'RichDLLp' (index=20). <---> Output : variable 'RichDLLp' (index=20). --- Id : Input : variable 'RichDLLbt' (index=21). <---> Output : variable 'RichDLLbt' (index=21). --- Id : Input : variable 'MuonBkgLL' (index=22). <---> Output : variable 'MuonBkgLL' (index=22). --- Id : Input : variable 'MuonMuLL' (index=23). <---> Output : variable 'MuonMuLL' (index=23). --- Id : Input : variable 'MuonNShared' (index=24). <---> Output : variable 'MuonNShared' (index=24). --- Id : Input : variable 'InAccEcal' (index=25). <---> Output : variable 'InAccEcal' (index=25). --- Id : Input : variable 'EcalPIDe' (index=26). <---> Output : variable 'EcalPIDe' (index=26). --- Id : Input : variable 'EcalPIDmu' (index=27). <---> Output : variable 'EcalPIDmu' (index=27). --- Id : Input : variable 'InAccHcal' (index=28). <---> Output : variable 'InAccHcal' (index=28). --- Id : Input : variable 'HcalPIDe' (index=29). <---> Output : variable 'HcalPIDe' (index=29). --- Id : Input : variable 'HcalPIDmu' (index=30). <---> Output : variable 'HcalPIDmu' (index=30). --- Id : Input : variable 'InAccPrs' (index=31). <---> Output : variable 'InAccPrs' (index=31). --- Id : Input : variable 'PrsPIDe' (index=32). <---> Output : variable 'PrsPIDe' (index=32). --- Id : Input : variable 'InAccBrem' (index=33). <---> Output : variable 'InAccBrem' (index=33). --- Id : Input : variable 'BremPIDe' (index=34). <---> Output : variable 'BremPIDe' (index=34). --- Id : Input : variable 'VeloCharge' (index=35). <---> Output : variable 'VeloCharge' (index=35). --- Factory : --- Factory : current transformation string: 'D' --- Factory : Create Transformation "D" with events from all classes. --- Deco : Transformation, Variable selection : --- Deco : Input : variable 'TrackP' (index=0). <---> Output : variable 'TrackP' (index=0). --- Deco : Input : variable 'TrackPt' (index=1). <---> Output : variable 'TrackPt' (index=1). --- Deco : Input : variable 'TrackChi2PerDof' (index=2). <---> Output : variable 'TrackChi2PerDof' (index=2). --- Deco : Input : variable 'TrackNumDof' (index=3). <---> Output : variable 'TrackNumDof' (index=3). --- Deco : Input : variable 'TrackLikelihood' (index=4). <---> Output : variable 'TrackLikelihood' (index=4). --- Deco : Input : variable 'TrackGhostProbability' (index=5). <---> Output : variable 'TrackGhostProbability' (index=5). --- Deco : Input : variable 'TrackFitMatchChi2' (index=6). <---> Output : variable 'TrackFitMatchChi2' (index=6). --- Deco : Input : variable 'TrackCloneDist' (index=7). <---> Output : variable 'TrackCloneDist' (index=7). --- Deco : Input : variable 'TrackFitVeloChi2' (index=8). <---> Output : variable 'TrackFitVeloChi2' (index=8). --- Deco : Input : variable 'TrackFitVeloNDoF' (index=9). <---> Output : variable 'TrackFitVeloNDoF' (index=9). --- Deco : Input : variable 'TrackFitTChi2' (index=10). <---> Output : variable 'TrackFitTChi2' (index=10). --- Deco : Input : variable 'TrackFitTNDoF' (index=11). <---> Output : variable 'TrackFitTNDoF' (index=11). --- Deco : Input : variable 'RichUsedAero' (index=12). <---> Output : variable 'RichUsedAero' (index=12). --- Deco : Input : variable 'RichUsedR1Gas' (index=13). <---> Output : variable 'RichUsedR1Gas' (index=13). --- Deco : Input : variable 'RichUsedR2Gas' (index=14). <---> Output : variable 'RichUsedR2Gas' (index=14). --- Deco : Input : variable 'RichAboveMuThres' (index=15). <---> Output : variable 'RichAboveMuThres' (index=15). --- Deco : Input : variable 'RichAboveKaThres' (index=16). <---> Output : variable 'RichAboveKaThres' (index=16). --- Deco : Input : variable 'RichDLLe' (index=17). <---> Output : variable 'RichDLLe' (index=17). --- Deco : Input : variable 'RichDLLmu' (index=18). <---> Output : variable 'RichDLLmu' (index=18). --- Deco : Input : variable 'RichDLLk' (index=19). <---> Output : variable 'RichDLLk' (index=19). --- Deco : Input : variable 'RichDLLp' (index=20). <---> Output : variable 'RichDLLp' (index=20). --- Deco : Input : variable 'RichDLLbt' (index=21). <---> Output : variable 'RichDLLbt' (index=21). --- Deco : Input : variable 'MuonBkgLL' (index=22). <---> Output : variable 'MuonBkgLL' (index=22). --- Deco : Input : variable 'MuonMuLL' (index=23). <---> Output : variable 'MuonMuLL' (index=23). --- Deco : Input : variable 'MuonNShared' (index=24). <---> Output : variable 'MuonNShared' (index=24). --- Deco : Input : variable 'InAccEcal' (index=25). <---> Output : variable 'InAccEcal' (index=25). --- Deco : Input : variable 'EcalPIDe' (index=26). <---> Output : variable 'EcalPIDe' (index=26). --- Deco : Input : variable 'EcalPIDmu' (index=27). <---> Output : variable 'EcalPIDmu' (index=27). --- Deco : Input : variable 'InAccHcal' (index=28). <---> Output : variable 'InAccHcal' (index=28). --- Deco : Input : variable 'HcalPIDe' (index=29). <---> Output : variable 'HcalPIDe' (index=29). --- Deco : Input : variable 'HcalPIDmu' (index=30). <---> Output : variable 'HcalPIDmu' (index=30). --- Deco : Input : variable 'InAccPrs' (index=31). <---> Output : variable 'InAccPrs' (index=31). --- Deco : Input : variable 'PrsPIDe' (index=32). <---> Output : variable 'PrsPIDe' (index=32). --- Deco : Input : variable 'InAccBrem' (index=33). <---> Output : variable 'InAccBrem' (index=33). --- Deco : Input : variable 'BremPIDe' (index=34). <---> Output : variable 'BremPIDe' (index=34). --- Deco : Input : variable 'VeloCharge' (index=35). <---> Output : variable 'VeloCharge' (index=35). --- Factory : --- Factory : current transformation string: 'P' --- Factory : Create Transformation "P" with events from all classes. --- PCA : Transformation, Variable selection : --- PCA : Input : variable 'TrackP' (index=0). <---> Output : variable 'TrackP' (index=0). --- PCA : Input : variable 'TrackPt' (index=1). <---> Output : variable 'TrackPt' (index=1). --- PCA : Input : variable 'TrackChi2PerDof' (index=2). <---> Output : variable 'TrackChi2PerDof' (index=2). --- PCA : Input : variable 'TrackNumDof' (index=3). <---> Output : variable 'TrackNumDof' (index=3). --- PCA : Input : variable 'TrackLikelihood' (index=4). <---> Output : variable 'TrackLikelihood' (index=4). --- PCA : Input : variable 'TrackGhostProbability' (index=5). <---> Output : variable 'TrackGhostProbability' (index=5). --- PCA : Input : variable 'TrackFitMatchChi2' (index=6). <---> Output : variable 'TrackFitMatchChi2' (index=6). --- PCA : Input : variable 'TrackCloneDist' (index=7). <---> Output : variable 'TrackCloneDist' (index=7). --- PCA : Input : variable 'TrackFitVeloChi2' (index=8). <---> Output : variable 'TrackFitVeloChi2' (index=8). --- PCA : Input : variable 'TrackFitVeloNDoF' (index=9). <---> Output : variable 'TrackFitVeloNDoF' (index=9). --- PCA : Input : variable 'TrackFitTChi2' (index=10). <---> Output : variable 'TrackFitTChi2' (index=10). --- PCA : Input : variable 'TrackFitTNDoF' (index=11). <---> Output : variable 'TrackFitTNDoF' (index=11). --- PCA : Input : variable 'RichUsedAero' (index=12). <---> Output : variable 'RichUsedAero' (index=12). --- PCA : Input : variable 'RichUsedR1Gas' (index=13). <---> Output : variable 'RichUsedR1Gas' (index=13). --- PCA : Input : variable 'RichUsedR2Gas' (index=14). <---> Output : variable 'RichUsedR2Gas' (index=14). --- PCA : Input : variable 'RichAboveMuThres' (index=15). <---> Output : variable 'RichAboveMuThres' (index=15). --- PCA : Input : variable 'RichAboveKaThres' (index=16). <---> Output : variable 'RichAboveKaThres' (index=16). --- PCA : Input : variable 'RichDLLe' (index=17). <---> Output : variable 'RichDLLe' (index=17). --- PCA : Input : variable 'RichDLLmu' (index=18). <---> Output : variable 'RichDLLmu' (index=18). --- PCA : Input : variable 'RichDLLk' (index=19). <---> Output : variable 'RichDLLk' (index=19). --- PCA : Input : variable 'RichDLLp' (index=20). <---> Output : variable 'RichDLLp' (index=20). --- PCA : Input : variable 'RichDLLbt' (index=21). <---> Output : variable 'RichDLLbt' (index=21). --- PCA : Input : variable 'MuonBkgLL' (index=22). <---> Output : variable 'MuonBkgLL' (index=22). --- PCA : Input : variable 'MuonMuLL' (index=23). <---> Output : variable 'MuonMuLL' (index=23). --- PCA : Input : variable 'MuonNShared' (index=24). <---> Output : variable 'MuonNShared' (index=24). --- PCA : Input : variable 'InAccEcal' (index=25). <---> Output : variable 'InAccEcal' (index=25). --- PCA : Input : variable 'EcalPIDe' (index=26). <---> Output : variable 'EcalPIDe' (index=26). --- PCA : Input : variable 'EcalPIDmu' (index=27). <---> Output : variable 'EcalPIDmu' (index=27). --- PCA : Input : variable 'InAccHcal' (index=28). <---> Output : variable 'InAccHcal' (index=28). --- PCA : Input : variable 'HcalPIDe' (index=29). <---> Output : variable 'HcalPIDe' (index=29). --- PCA : Input : variable 'HcalPIDmu' (index=30). <---> Output : variable 'HcalPIDmu' (index=30). --- PCA : Input : variable 'InAccPrs' (index=31). <---> Output : variable 'InAccPrs' (index=31). --- PCA : Input : variable 'PrsPIDe' (index=32). <---> Output : variable 'PrsPIDe' (index=32). --- PCA : Input : variable 'InAccBrem' (index=33). <---> Output : variable 'InAccBrem' (index=33). --- PCA : Input : variable 'BremPIDe' (index=34). <---> Output : variable 'BremPIDe' (index=34). --- PCA : Input : variable 'VeloCharge' (index=35). <---> Output : variable 'VeloCharge' (index=35). --- Factory : --- Factory : current transformation string: 'G,D' --- Factory : Create Transformation "G" with events from all classes. --- Gauss : Transformation, Variable selection : --- Gauss : Input : variable 'TrackP' (index=0). <---> Output : variable 'TrackP' (index=0). --- Gauss : Input : variable 'TrackPt' (index=1). <---> Output : variable 'TrackPt' (index=1). --- Gauss : Input : variable 'TrackChi2PerDof' (index=2). <---> Output : variable 'TrackChi2PerDof' (index=2). --- Gauss : Input : variable 'TrackNumDof' (index=3). <---> Output : variable 'TrackNumDof' (index=3). --- Gauss : Input : variable 'TrackLikelihood' (index=4). <---> Output : variable 'TrackLikelihood' (index=4). --- Gauss : Input : variable 'TrackGhostProbability' (index=5). <---> Output : variable 'TrackGhostProbability' (index=5). --- Gauss : Input : variable 'TrackFitMatchChi2' (index=6). <---> Output : variable 'TrackFitMatchChi2' (index=6). --- Gauss : Input : variable 'TrackCloneDist' (index=7). <---> Output : variable 'TrackCloneDist' (index=7). --- Gauss : Input : variable 'TrackFitVeloChi2' (index=8). <---> Output : variable 'TrackFitVeloChi2' (index=8). --- Gauss : Input : variable 'TrackFitVeloNDoF' (index=9). <---> Output : variable 'TrackFitVeloNDoF' (index=9). --- Gauss : Input : variable 'TrackFitTChi2' (index=10). <---> Output : variable 'TrackFitTChi2' (index=10). --- Gauss : Input : variable 'TrackFitTNDoF' (index=11). <---> Output : variable 'TrackFitTNDoF' (index=11). --- Gauss : Input : variable 'RichUsedAero' (index=12). <---> Output : variable 'RichUsedAero' (index=12). --- Gauss : Input : variable 'RichUsedR1Gas' (index=13). <---> Output : variable 'RichUsedR1Gas' (index=13). --- Gauss : Input : variable 'RichUsedR2Gas' (index=14). <---> Output : variable 'RichUsedR2Gas' (index=14). --- Gauss : Input : variable 'RichAboveMuThres' (index=15). <---> Output : variable 'RichAboveMuThres' (index=15). --- Gauss : Input : variable 'RichAboveKaThres' (index=16). <---> Output : variable 'RichAboveKaThres' (index=16). --- Gauss : Input : variable 'RichDLLe' (index=17). <---> Output : variable 'RichDLLe' (index=17). --- Gauss : Input : variable 'RichDLLmu' (index=18). <---> Output : variable 'RichDLLmu' (index=18). --- Gauss : Input : variable 'RichDLLk' (index=19). <---> Output : variable 'RichDLLk' (index=19). --- Gauss : Input : variable 'RichDLLp' (index=20). <---> Output : variable 'RichDLLp' (index=20). --- Gauss : Input : variable 'RichDLLbt' (index=21). <---> Output : variable 'RichDLLbt' (index=21). --- Gauss : Input : variable 'MuonBkgLL' (index=22). <---> Output : variable 'MuonBkgLL' (index=22). --- Gauss : Input : variable 'MuonMuLL' (index=23). <---> Output : variable 'MuonMuLL' (index=23). --- Gauss : Input : variable 'MuonNShared' (index=24). <---> Output : variable 'MuonNShared' (index=24). --- Gauss : Input : variable 'InAccEcal' (index=25). <---> Output : variable 'InAccEcal' (index=25). --- Gauss : Input : variable 'EcalPIDe' (index=26). <---> Output : variable 'EcalPIDe' (index=26). --- Gauss : Input : variable 'EcalPIDmu' (index=27). <---> Output : variable 'EcalPIDmu' (index=27). --- Gauss : Input : variable 'InAccHcal' (index=28). <---> Output : variable 'InAccHcal' (index=28). --- Gauss : Input : variable 'HcalPIDe' (index=29). <---> Output : variable 'HcalPIDe' (index=29). --- Gauss : Input : variable 'HcalPIDmu' (index=30). <---> Output : variable 'HcalPIDmu' (index=30). --- Gauss : Input : variable 'InAccPrs' (index=31). <---> Output : variable 'InAccPrs' (index=31). --- Gauss : Input : variable 'PrsPIDe' (index=32). <---> Output : variable 'PrsPIDe' (index=32). --- Gauss : Input : variable 'InAccBrem' (index=33). <---> Output : variable 'InAccBrem' (index=33). --- Gauss : Input : variable 'BremPIDe' (index=34). <---> Output : variable 'BremPIDe' (index=34). --- Gauss : Input : variable 'VeloCharge' (index=35). <---> Output : variable 'VeloCharge' (index=35). --- Factory : Create Transformation "D" with events from all classes. --- Deco : Transformation, Variable selection : --- Deco : Input : variable 'TrackP' (index=0). <---> Output : variable 'TrackP' (index=0). --- Deco : Input : variable 'TrackPt' (index=1). <---> Output : variable 'TrackPt' (index=1). --- Deco : Input : variable 'TrackChi2PerDof' (index=2). <---> Output : variable 'TrackChi2PerDof' (index=2). --- Deco : Input : variable 'TrackNumDof' (index=3). <---> Output : variable 'TrackNumDof' (index=3). --- Deco : Input : variable 'TrackLikelihood' (index=4). <---> Output : variable 'TrackLikelihood' (index=4). --- Deco : Input : variable 'TrackGhostProbability' (index=5). <---> Output : variable 'TrackGhostProbability' (index=5). --- Deco : Input : variable 'TrackFitMatchChi2' (index=6). <---> Output : variable 'TrackFitMatchChi2' (index=6). --- Deco : Input : variable 'TrackCloneDist' (index=7). <---> Output : variable 'TrackCloneDist' (index=7). --- Deco : Input : variable 'TrackFitVeloChi2' (index=8). <---> Output : variable 'TrackFitVeloChi2' (index=8). --- Deco : Input : variable 'TrackFitVeloNDoF' (index=9). <---> Output : variable 'TrackFitVeloNDoF' (index=9). --- Deco : Input : variable 'TrackFitTChi2' (index=10). <---> Output : variable 'TrackFitTChi2' (index=10). --- Deco : Input : variable 'TrackFitTNDoF' (index=11). <---> Output : variable 'TrackFitTNDoF' (index=11). --- Deco : Input : variable 'RichUsedAero' (index=12). <---> Output : variable 'RichUsedAero' (index=12). --- Deco : Input : variable 'RichUsedR1Gas' (index=13). <---> Output : variable 'RichUsedR1Gas' (index=13). --- Deco : Input : variable 'RichUsedR2Gas' (index=14). <---> Output : variable 'RichUsedR2Gas' (index=14). --- Deco : Input : variable 'RichAboveMuThres' (index=15). <---> Output : variable 'RichAboveMuThres' (index=15). --- Deco : Input : variable 'RichAboveKaThres' (index=16). <---> Output : variable 'RichAboveKaThres' (index=16). --- Deco : Input : variable 'RichDLLe' (index=17). <---> Output : variable 'RichDLLe' (index=17). --- Deco : Input : variable 'RichDLLmu' (index=18). <---> Output : variable 'RichDLLmu' (index=18). --- Deco : Input : variable 'RichDLLk' (index=19). <---> Output : variable 'RichDLLk' (index=19). --- Deco : Input : variable 'RichDLLp' (index=20). <---> Output : variable 'RichDLLp' (index=20). --- Deco : Input : variable 'RichDLLbt' (index=21). <---> Output : variable 'RichDLLbt' (index=21). --- Deco : Input : variable 'MuonBkgLL' (index=22). <---> Output : variable 'MuonBkgLL' (index=22). --- Deco : Input : variable 'MuonMuLL' (index=23). <---> Output : variable 'MuonMuLL' (index=23). --- Deco : Input : variable 'MuonNShared' (index=24). <---> Output : variable 'MuonNShared' (index=24). --- Deco : Input : variable 'InAccEcal' (index=25). <---> Output : variable 'InAccEcal' (index=25). --- Deco : Input : variable 'EcalPIDe' (index=26). <---> Output : variable 'EcalPIDe' (index=26). --- Deco : Input : variable 'EcalPIDmu' (index=27). <---> Output : variable 'EcalPIDmu' (index=27). --- Deco : Input : variable 'InAccHcal' (index=28). <---> Output : variable 'InAccHcal' (index=28). --- Deco : Input : variable 'HcalPIDe' (index=29). <---> Output : variable 'HcalPIDe' (index=29). --- Deco : Input : variable 'HcalPIDmu' (index=30). <---> Output : variable 'HcalPIDmu' (index=30). --- Deco : Input : variable 'InAccPrs' (index=31). <---> Output : variable 'InAccPrs' (index=31). --- Deco : Input : variable 'PrsPIDe' (index=32). <---> Output : variable 'PrsPIDe' (index=32). --- Deco : Input : variable 'InAccBrem' (index=33). <---> Output : variable 'InAccBrem' (index=33). --- Deco : Input : variable 'BremPIDe' (index=34). <---> Output : variable 'BremPIDe' (index=34). --- Deco : Input : variable 'VeloCharge' (index=35). <---> Output : variable 'VeloCharge' (index=35). --- Id : Preparing the Identity transformation... --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Variable Mean RMS [ Min Max ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : TrackP: 7602.1 8637.1 [ 3000.0 1.9218e+06 ] --- TFHandler_Factory : TrackPt: 501.03 520.76 [ 0.86562 1.7154e+05 ] --- TFHandler_Factory : TrackChi2PerDof: 1.5963 0.64094 [ 0.16209 3.0000 ] --- TFHandler_Factory : TrackNumDof: 27.914 6.9985 [ 7.0000 52.000 ] --- TFHandler_Factory : TrackLikelihood: -18.112 17.266 [ -99.980 -0.049483 ] --- TFHandler_Factory : TrackGhostProbability: 0.049902 13.030 [ -999.00 1.0000 ] --- TFHandler_Factory : TrackFitMatchChi2: 12.777 11.747 [ 0.017451 110.71 ] --- TFHandler_Factory : TrackCloneDist: -962.72 370.95 [ -999.00 4999.3 ] --- TFHandler_Factory : TrackFitVeloChi2: 8.3589 6.1173 [ 6.9861e-06 86.676 ] --- TFHandler_Factory : TrackFitVeloNDoF: 6.4682 3.5389 [ 1.0000 25.000 ] --- TFHandler_Factory : TrackFitTChi2: 17.922 8.8135 [ 0.00042732 97.927 ] --- TFHandler_Factory : TrackFitTNDoF: 13.711 4.3167 [ 1.0000 29.000 ] --- TFHandler_Factory : RichUsedAero: 0.46192 0.49855 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichUsedR1Gas: 0.82995 0.37567 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichUsedR2Gas: 0.41180 0.49216 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAboveMuThres: 0.91792 0.27449 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAboveKaThres: 0.56869 0.49526 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichDLLe: -89.960 272.09 [ -999.00 103.69 ] --- TFHandler_Factory : RichDLLmu: -85.454 273.29 [ -999.00 94.266 ] --- TFHandler_Factory : RichDLLk: -82.242 274.39 [ -999.00 105.48 ] --- TFHandler_Factory : RichDLLp: -80.743 274.84 [ -999.00 56.437 ] --- TFHandler_Factory : RichDLLbt: -78.153 275.64 [ -999.00 61.868 ] --- TFHandler_Factory : MuonBkgLL: -1.2122 1.3185 [ -10.047 0.028000 ] --- TFHandler_Factory : MuonMuLL: -0.27583 0.55484 [ -69.078 0.0000 ] --- TFHandler_Factory : MuonNShared: 5.1280 5.6618 [ 1.0000 92.000 ] --- TFHandler_Factory : InAccEcal: 0.96562 0.18219 [ 0.0000 1.0000 ] --- TFHandler_Factory : EcalPIDe: -35.865 181.73 [ -999.00 4.0548 ] --- TFHandler_Factory : EcalPIDmu: -34.863 181.92 [ -999.00 2.1530 ] --- TFHandler_Factory : InAccHcal: 0.94541 0.22717 [ 0.0000 1.0000 ] --- TFHandler_Factory : HcalPIDe: -55.506 226.71 [ -999.00 3.1280 ] --- TFHandler_Factory : HcalPIDmu: -54.803 226.89 [ -999.00 2.8734 ] --- TFHandler_Factory : InAccPrs: 0.98111 0.13613 [ 0.0000 1.0000 ] --- TFHandler_Factory : PrsPIDe: -20.846 135.72 [ -999.00 3.4631 ] --- TFHandler_Factory : InAccBrem: 0.78697 0.40945 [ 0.0000 1.0000 ] --- TFHandler_Factory : BremPIDe: -213.16 408.87 [ -999.00 4.7915 ] --- TFHandler_Factory : VeloCharge: 0.93527 0.13693 [ 0.48315 5.2809 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Id --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 36 input variables and 0 target values would require 630 two-dimensional --- TFHandler_Factory : | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Factory : | suppression does not have any consequences for your analysis, other --- TFHandler_Factory : | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Factory : | number of input variables allowed to generate scatter plots in your --- TFHandler_Factory : | script via the command line: --- TFHandler_Factory : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Factory : --- TFHandler_Factory : Some more output --- Deco : Preparing the Decorrelation transformation... --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; 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printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; 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printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- Tools : error in matrix diagonalization; printed S and B --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Variable Mean RMS [ Min Max ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : TrackP: 0.85537 1.0000 [ 0.21661 213.64 ] --- TFHandler_Factory : TrackPt: 0.67425 1.0000 [ -38.008 270.01 ] --- TFHandler_Factory : TrackChi2PerDof: 6.0958 1.0000 [ -1.1748 16.362 ] --- TFHandler_Factory : TrackNumDof: 8.1091 1.0000 [ 3.3687 34.261 ] --- TFHandler_Factory : TrackLikelihood: -2.2592 1.0000 [ -19.061 0.74675 ] --- TFHandler_Factory : TrackGhostProbability: 0.080821 1.0000 [ -76.847 9.1346 ] --- TFHandler_Factory : TrackFitMatchChi2: 0.55800 1.0000 [ -2.0623 24.915 ] --- TFHandler_Factory : TrackCloneDist: -2.5893 1.0000 [ -2.7862 13.577 ] --- TFHandler_Factory : TrackFitVeloChi2: 0.16287 1.0000 [ -6.2734 14.690 ] --- TFHandler_Factory : TrackFitVeloNDoF: -1.5852 1.0000 [ -13.643 15.589 ] --- TFHandler_Factory : TrackFitTChi2: 0.70490 1.0000 [ -7.8641 10.355 ] --- TFHandler_Factory : TrackFitTNDoF: 0.12837 1.0000 [ -4.6910 14.640 ] --- TFHandler_Factory : RichUsedAero: 1.9533 1.0000 [ -16.203 68.078 ] --- TFHandler_Factory : RichUsedR1Gas: 4.1171 1.0000 [ -30.315 43.788 ] --- TFHandler_Factory : RichUsedR2Gas: 1.0238 1.0000 [ -50.560 3.9541 ] --- TFHandler_Factory : RichAboveMuThres: 139.84 1.0000 [ 122.92 151.61 ] --- TFHandler_Factory : RichAboveKaThres: -0.36044 1.0000 [ -105.89 13.623 ] --- TFHandler_Factory : RichDLLe: -1.0865 1.0000 [ -50.118 11.266 ] --- TFHandler_Factory : RichDLLmu: -0.45033 1.0000 [ -39.263 10.745 ] --- TFHandler_Factory : RichDLLk: -0.37627 1.0000 [ -21.597 30.543 ] --- TFHandler_Factory : RichDLLp: 0.24762 1.0000 [ -17.589 61.764 ] --- TFHandler_Factory : RichDLLbt: 0.76217 1.0000 [ -110.91 31.585 ] --- TFHandler_Factory : MuonBkgLL: -1.2320 1.0000 [ -6.1088 80.265 ] --- TFHandler_Factory : MuonMuLL: 0.35082 1.0000 [ -196.92 3.3779 ] --- TFHandler_Factory : MuonNShared: 1.2025 1.0000 [ -0.23243 27.835 ] --- TFHandler_Factory : InAccEcal: 1286.4 1.0000 [ 1281.6 1301.7 ] --- TFHandler_Factory : EcalPIDe: -0.46098 1.0000 [ -6.2754 42.368 ] --- TFHandler_Factory : EcalPIDmu: -0.88957 1.0000 [ -15.432 8.1746 ] --- TFHandler_Factory : InAccHcal: 2112.2 0.99911 [ 2101.5 2139.8 ] --- TFHandler_Factory : HcalPIDe: -1.6748 1.0000 [ -5.6111 26.017 ] --- TFHandler_Factory : HcalPIDmu: -0.54847 1.0000 [ -4.6327 29.586 ] --- TFHandler_Factory : InAccPrs: 703.64 1.0000 [ 698.70 707.21 ] --- TFHandler_Factory : PrsPIDe: -0.74806 1.0000 [ -10.584 6.7967 ] --- TFHandler_Factory : InAccBrem: 2029.9 1.0009 [ 2019.0 2034.0 ] --- TFHandler_Factory : BremPIDe: -2.6466 1.0000 [ -23.975 39.645 ] --- TFHandler_Factory : VeloCharge: 8.5573 1.0000 [ 4.6065 40.873 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Deco --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 36 input variables and 0 target values would require 630 two-dimensional --- TFHandler_Factory : | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Factory : | suppression does not have any consequences for your analysis, other --- TFHandler_Factory : | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Factory : | number of input variables allowed to generate scatter plots in your --- TFHandler_Factory : | script via the command line: --- TFHandler_Factory : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Factory : --- TFHandler_Factory : Some more output --- PCA : Preparing the Principle Component (PCA) transformation... --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Variable Mean RMS [ Min Max ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : TrackP: -1.6310e-07 8643.3 [ -4624.0 1.9190e+06 ] --- TFHandler_Factory : TrackPt: -5.1231e-09 682.72 [ -9278.8 22613. ] --- TFHandler_Factory : TrackChi2PerDof: 1.1606e-08 414.21 [ -8106.3 87264. ] --- TFHandler_Factory : TrackNumDof: 1.8117e-09 373.60 [ -2131.4 33305. ] --- TFHandler_Factory : TrackLikelihood: -1.3807e-08 368.93 [ -2679.4 10502. ] --- TFHandler_Factory : TrackGhostProbability: 4.4157e-11 275.23 [ -36220. 17367. ] --- TFHandler_Factory : TrackFitMatchChi2: 1.3714e-09 181.76 [ -1318.8 3015.5 ] --- TFHandler_Factory : TrackCloneDist: 4.6994e-10 91.265 [ -587.12 967.99 ] --- TFHandler_Factory : TrackFitVeloChi2: -4.1813e-10 18.715 [ -118.63 452.32 ] --- TFHandler_Factory : TrackFitVeloNDoF: 1.2083e-10 13.001 [ -96.979 999.78 ] --- TFHandler_Factory : TrackFitTChi2: 2.9668e-10 11.912 [ -501.25 156.95 ] --- TFHandler_Factory : TrackFitTNDoF: 4.6901e-10 10.362 [ -335.84 63.822 ] --- TFHandler_Factory : RichUsedAero: -2.0261e-11 9.1460 [ -145.98 32.971 ] --- TFHandler_Factory : RichUsedR1Gas: 2.5847e-10 6.6370 [ -60.160 69.738 ] --- TFHandler_Factory : RichUsedR2Gas: 1.7342e-10 5.7047 [ -263.49 54.645 ] --- TFHandler_Factory : RichAboveMuThres: -3.1992e-10 5.3601 [ -49.133 170.70 ] --- TFHandler_Factory : RichAboveKaThres: 6.5103e-11 3.9300 [ -23.753 98.585 ] --- TFHandler_Factory : RichDLLe: 5.7852e-11 2.9376 [ -102.04 240.25 ] --- TFHandler_Factory : RichDLLmu: 1.7098e-11 2.5658 [ -31.463 29.222 ] --- TFHandler_Factory : RichDLLk: -1.6196e-11 2.1057 [ -30.569 227.22 ] --- TFHandler_Factory : RichDLLp: 7.7409e-11 1.7417 [ -93.033 7.3214 ] --- TFHandler_Factory : RichDLLbt: 7.2186e-12 1.2736 [ -31.481 17.690 ] --- TFHandler_Factory : MuonBkgLL: -1.4582e-11 1.1099 [ -26.368 58.740 ] --- TFHandler_Factory : MuonMuLL: -1.3135e-11 0.67731 [ -3.0877 5.0830 ] --- TFHandler_Factory : MuonNShared: 2.7673e-12 0.43035 [ -1.7340 28.491 ] --- TFHandler_Factory : InAccEcal: -8.3403e-12 0.36355 [ -28.362 4.8833 ] --- TFHandler_Factory : EcalPIDe: -7.9750e-13 0.30640 [ -60.264 1.3152 ] --- TFHandler_Factory : EcalPIDmu: -7.8597e-12 0.20530 [ -1.5898 2.6511 ] --- TFHandler_Factory : InAccHcal: 2.7971e-13 0.18089 [ -1.0273 11.121 ] --- TFHandler_Factory : HcalPIDe: 1.7524e-12 0.14458 [ -6.9992 11.818 ] --- TFHandler_Factory : HcalPIDmu: 6.5653e-13 0.13415 [ -4.3240 0.72505 ] --- TFHandler_Factory : InAccPrs: -1.2117e-13 0.0068247 [ -0.080251 0.11478 ] --- TFHandler_Factory : PrsPIDe: 2.3961e-14 0.0012394 [ -0.0062227 0.0069827 ] --- TFHandler_Factory : InAccBrem: 1.2086e-15 0.00072841 [ -0.0035312 0.010465 ] --- TFHandler_Factory : BremPIDe: -2.2028e-15 0.00048453 [ -0.0054503 0.0045947 ] --- TFHandler_Factory : VeloCharge: -2.0418e-14 0.00046326 [ -0.012091 0.0047367 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for PCA --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 36 input variables and 0 target values would require 630 two-dimensional --- TFHandler_Factory : | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Factory : | suppression does not have any consequences for your analysis, other --- TFHandler_Factory : | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Factory : | number of input variables allowed to generate scatter plots in your --- TFHandler_Factory : | script via the command line: --- TFHandler_Factory : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Factory : --- TFHandler_Factory : Some more output --- Gauss : Preparing the Gaussian transformation... --- Deco : Preparing the Decorrelation transformation... --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Variable Mean RMS [ Min Max ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : TrackP: -0.91479 1.0000 [ -11.879 6.9419 ] --- TFHandler_Factory : TrackPt: -0.69050 1.0000 [ -8.9576 6.4005 ] --- TFHandler_Factory : TrackChi2PerDof: 0.29277 1.0000 [ -6.4472 12.604 ] --- TFHandler_Factory : TrackNumDof: -0.83999 1.0000 [ -6.4835 10.282 ] --- TFHandler_Factory : TrackLikelihood: -0.14365 1.0000 [ -8.2954 9.0867 ] --- TFHandler_Factory : TrackGhostProbability: 1.1958 1.0000 [ -15.274 6.8593 ] --- TFHandler_Factory : TrackFitMatchChi2: 0.068000 1.0000 [ -7.2200 6.4506 ] --- TFHandler_Factory : TrackCloneDist: -6.0906 1.0000 [ -6.5685 7.1580 ] --- TFHandler_Factory : TrackFitVeloChi2: -0.19122 1.0000 [ -4.9516 6.8484 ] --- TFHandler_Factory : TrackFitVeloNDoF: -0.33541 1.0000 [ -6.2166 4.5199 ] --- TFHandler_Factory : TrackFitTChi2: -0.15116 1.0000 [ -5.5983 6.0886 ] --- TFHandler_Factory : TrackFitTNDoF: -0.085748 1.0000 [ -8.2770 8.4588 ] --- TFHandler_Factory : RichUsedAero: -0.22912 1.0000 [ -3.1905 2.0404 ] --- TFHandler_Factory : RichUsedR1Gas: 1.0410 1.0000 [ -3.7734 4.2319 ] --- TFHandler_Factory : RichUsedR2Gas: -0.32908 1.0000 [ -2.3913 1.5132 ] --- TFHandler_Factory : RichAboveMuThres: 5.0039 1.0000 [ 0.81346 8.1020 ] --- TFHandler_Factory : RichAboveKaThres: 0.51922 1.0000 [ -1.7585 3.5091 ] --- TFHandler_Factory : RichDLLe: -1.2319 1.0000 [ -6.2618 9.2837 ] --- TFHandler_Factory : RichDLLmu: -1.7666 1.0000 [ -6.6581 7.7239 ] --- TFHandler_Factory : RichDLLk: -0.76451 1.0000 [ -12.235 15.745 ] --- TFHandler_Factory : RichDLLp: -1.3482 1.0000 [ -12.799 16.986 ] --- TFHandler_Factory : RichDLLbt: -1.5697 1.0000 [ -12.687 13.826 ] --- TFHandler_Factory : MuonBkgLL: 0.066052 1.0000 [ -7.3880 9.3763 ] --- TFHandler_Factory : MuonMuLL: 0.10537 1.0000 [ -5.3431 4.2975 ] --- TFHandler_Factory : MuonNShared: -0.40092 1.0000 [ -3.1754 3.1003 ] --- TFHandler_Factory : InAccEcal: 5.2021 1.0000 [ -2.0080 11.177 ] --- TFHandler_Factory : EcalPIDe: -2.8395 1.0000 [ -6.6995 6.0079 ] --- TFHandler_Factory : EcalPIDmu: -3.5622 1.0000 [ -6.6843 0.61436 ] --- TFHandler_Factory : InAccHcal: 5.0293 1.0000 [ 0.23402 8.6410 ] --- TFHandler_Factory : HcalPIDe: -3.1962 1.0000 [ -5.6556 3.7678 ] --- TFHandler_Factory : HcalPIDmu: -3.1026 1.0000 [ -5.5698 3.8374 ] --- TFHandler_Factory : InAccPrs: 4.7424 1.0000 [ -5.0260 9.1704 ] --- TFHandler_Factory : PrsPIDe: -1.4625 1.0000 [ -5.5303 6.6534 ] --- TFHandler_Factory : InAccBrem: 3.1366 1.0000 [ -0.97578 6.4448 ] --- TFHandler_Factory : BremPIDe: -4.5261 1.0000 [ -7.0233 4.6342 ] --- TFHandler_Factory : VeloCharge: 0.25806 1.0000 [ -4.9005 6.0587 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Gauss_Deco --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 36 input variables and 0 target values would require 630 two-dimensional --- TFHandler_Factory : | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Factory : | suppression does not have any consequences for your analysis, other --- TFHandler_Factory : | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Factory : | number of input variables allowed to generate scatter plots in your --- TFHandler_Factory : | script via the command line: --- TFHandler_Factory : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Factory : --- TFHandler_Factory : Some more output --- TFHandler_Factory : --- TFHandler_Factory : Ranking input variables (method unspecific)... --- IdTransformation : Ranking result (top variable is best ranked) --- IdTransformation : ---------------------------------------------- --- IdTransformation : Rank : Variable : Separation --- IdTransformation : ---------------------------------------------- --- IdTransformation : 1 : MuonBkgLL : 3.786e-01 --- IdTransformation : 2 : MuonMuLL : 2.632e-01 --- IdTransformation : 3 : MuonNShared : 2.482e-01 --- IdTransformation : 4 : TrackPt : 1.220e-01 --- IdTransformation : 5 : TrackLikelihood : 1.177e-01 --- IdTransformation : 6 : TrackP : 1.088e-01 --- IdTransformation : 7 : TrackNumDof : 8.861e-02 --- IdTransformation : 8 : RichDLLmu : 7.794e-02 --- IdTransformation : 9 : TrackFitTNDoF : 7.590e-02 --- IdTransformation : 10 : RichDLLk : 7.284e-02 --- IdTransformation : 11 : RichDLLp : 7.043e-02 --- IdTransformation : 12 : RichDLLbt : 6.204e-02 --- IdTransformation : 13 : RichAboveKaThres : 4.142e-02 --- IdTransformation : 14 : RichDLLe : 3.704e-02 --- IdTransformation : 15 : TrackChi2PerDof : 3.466e-02 --- IdTransformation : 16 : EcalPIDmu : 2.699e-02 --- IdTransformation : 17 : RichUsedR2Gas : 1.799e-02 --- IdTransformation : 18 : RichAboveMuThres : 1.749e-02 --- IdTransformation : 19 : TrackFitVeloNDoF : 1.716e-02 --- IdTransformation : 20 : TrackGhostProbability : 1.604e-02 --- IdTransformation : 21 : TrackFitMatchChi2 : 1.445e-02 --- IdTransformation : 22 : VeloCharge : 9.155e-03 --- IdTransformation : 23 : TrackFitTChi2 : 7.680e-03 --- IdTransformation : 24 : BremPIDe : 7.484e-03 --- IdTransformation : 25 : InAccBrem : 7.483e-03 --- IdTransformation : 26 : RichUsedR1Gas : 6.983e-03 --- IdTransformation : 27 : HcalPIDmu : 3.873e-03 --- IdTransformation : 28 : TrackFitVeloChi2 : 3.123e-03 --- IdTransformation : 29 : TrackCloneDist : 1.544e-03 --- IdTransformation : 30 : RichUsedAero : 1.194e-03 --- IdTransformation : 31 : EcalPIDe : 9.880e-04 --- IdTransformation : 32 : HcalPIDe : 3.079e-04 --- IdTransformation : 33 : InAccHcal : 2.793e-04 --- IdTransformation : 34 : PrsPIDe : 2.752e-04 --- IdTransformation : 35 : InAccPrs : 5.661e-05 --- IdTransformation : 36 : InAccEcal : 9.079e-07 --- IdTransformation : ---------------------------------------------- --- Factory : --- Factory : Train all methods for Classification ... --- Factory : Train method: Muon_Long_TMVA for Classification --- Muon_Long_TMVA : --- Muon_Long_TMVA : ================================================================ --- Muon_Long_TMVA : H e l p f o r M V A m e t h o d [ Muon_Long_TMVA ] : --- Muon_Long_TMVA : --- Muon_Long_TMVA : --- Short description: --- Muon_Long_TMVA : --- Muon_Long_TMVA : The MLP artificial neural network (ANN) is a traditional feed- --- Muon_Long_TMVA : forward multilayer perceptron impementation. The MLP has a user- --- Muon_Long_TMVA : defined hidden layer architecture, while the number of input (output) --- Muon_Long_TMVA : nodes is determined by the input variables (output classes, i.e., --- Muon_Long_TMVA : signal and one background). --- Muon_Long_TMVA : --- Muon_Long_TMVA : --- Performance optimisation: --- Muon_Long_TMVA : --- Muon_Long_TMVA : Neural networks are stable and performing for a large variety of --- Muon_Long_TMVA : linear and non-linear classification problems. However, in contrast --- Muon_Long_TMVA : to (e.g.) boosted decision trees, the user is advised to reduce the --- Muon_Long_TMVA : number of input variables that have only little discrimination power. --- Muon_Long_TMVA : --- Muon_Long_TMVA : In the tests we have carried out so far, the MLP and ROOT networks --- Muon_Long_TMVA : (TMlpANN, interfaced via TMVA) performed equally well, with however --- Muon_Long_TMVA : a clear speed advantage for the MLP. The Clermont-Ferrand neural --- Muon_Long_TMVA : net (CFMlpANN) exhibited worse classification performance in these --- Muon_Long_TMVA : tests, which is partly due to the slow convergence of its training --- Muon_Long_TMVA : (at least 10k training cycles are required to achieve approximately --- Muon_Long_TMVA : competitive results). --- Muon_Long_TMVA : --- Muon_Long_TMVA : Overtraining: only the TMlpANN performs an explicit separation of the --- Muon_Long_TMVA : full training sample into independent training and validation samples. --- Muon_Long_TMVA : We have found that in most high-energy physics applications the --- Muon_Long_TMVA : avaliable degrees of freedom (training events) are sufficient to --- Muon_Long_TMVA : constrain the weights of the relatively simple architectures required --- Muon_Long_TMVA : to achieve good performance. Hence no overtraining should occur, and --- Muon_Long_TMVA : the use of validation samples would only reduce the available training --- Muon_Long_TMVA : information. However, if the perrormance on the training sample is --- Muon_Long_TMVA : found to be significantly better than the one found with the inde- --- Muon_Long_TMVA : pendent test sample, caution is needed. The results for these samples --- Muon_Long_TMVA : are printed to standard output at the end of each training job. --- Muon_Long_TMVA : --- Muon_Long_TMVA : --- Performance tuning via configuration options: --- Muon_Long_TMVA : --- Muon_Long_TMVA : The hidden layer architecture for all ANNs is defined by the option --- Muon_Long_TMVA : "HiddenLayers=N+1,N,...", where here the first hidden layer has N+1 --- Muon_Long_TMVA : neurons and the second N neurons (and so on), and where N is the number --- Muon_Long_TMVA : of input variables. Excessive numbers of hidden layers should be avoided, --- Muon_Long_TMVA : in favour of more neurons in the first hidden layer. --- Muon_Long_TMVA : --- Muon_Long_TMVA : The number of cycles should be above 500. As said, if the number of --- Muon_Long_TMVA : adjustable weights is small compared to the training sample size, --- Muon_Long_TMVA : using a large number of training samples should not lead to overtraining. --- Muon_Long_TMVA : --- Muon_Long_TMVA : --- Muon_Long_TMVA : ================================================================ --- Muon_Long_TMVA : --- Norm : Preparing the transformation. --- TFHandler_Muon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Long_TMVA : Variable Mean RMS [ Min Max ] --- TFHandler_Muon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Long_TMVA : TrackP: -0.99520 0.0090027 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackPt: -0.99417 0.0060715 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackChi2PerDof: 0.010775 0.45171 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackNumDof: -0.070473 0.31104 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackLikelihood: 0.63850 0.34556 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackGhostProbability: 0.99810 0.026061 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitMatchChi2: -0.76947 0.21225 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackCloneDist: -0.98790 0.12369 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitVeloChi2: -0.80712 0.14115 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitVeloNDoF: -0.54432 0.29491 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitTChi2: -0.63398 0.18000 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitTNDoF: -0.092058 0.30833 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichUsedAero: -0.076166 0.99710 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichUsedR1Gas: 0.65991 0.75134 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichUsedR2Gas: -0.17639 0.98432 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichAboveMuThres: 0.83584 0.54898 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichAboveKaThres: 0.13739 0.99052 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLe: 0.64878 0.49350 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLmu: 0.67122 0.49995 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLk: 0.66008 0.49687 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLp: 0.74005 0.52082 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLbt: 0.73603 0.51965 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : MuonBkgLL: 0.75380 0.26175 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : MuonMuLL: 0.99201 0.016064 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : MuonNShared: -0.90927 0.12443 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : InAccEcal: 0.93125 0.36439 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : EcalPIDe: 0.92040 0.36235 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : EcalPIDmu: 0.92605 0.36342 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : InAccHcal: 0.89082 0.45435 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : HcalPIDe: 0.88298 0.45247 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : HcalPIDmu: 0.88486 0.45292 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : InAccPrs: 0.96223 0.27225 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : PrsPIDe: 0.95150 0.27078 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : InAccBrem: 0.57393 0.81890 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : BremPIDe: 0.56575 0.81464 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : VeloCharge: -0.81153 0.057082 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- Muon_Long_TMVA : Begin training --- Muon_Long_TMVA : Training Network --- Muon_Long_TMVA : End of training --- Muon_Long_TMVA : Elapsed time for training with 1000000 events: 1.03e+05 sec --- Muon_Long_TMVA : Create MVA output for classification on training sample --- Muon_Long_TMVA : Evaluation of Muon_Long_TMVA on training sample (1000000 events) --- Muon_Long_TMVA : Elapsed time for evaluation of 1000000 events: 55.3 sec --- Muon_Long_TMVA : Creating weight file in xml format: ./GlobalPID_Muon_Long_TMVA.weights.xml --- Muon_Long_TMVA : Creating standalone response class: ./GlobalPID_Muon_Long_TMVA.class.C --- Muon_Long_TMVA : Write special histos to file: Long-Muon-TMVA.root:/Method_MLP/Muon_Long_TMVA --- Factory : Training finished --- Factory : --- Factory : Ranking input variables (method specific)... --- Muon_Long_TMVA : Ranking result (top variable is best ranked) --- Muon_Long_TMVA : ---------------------------------------------- --- Muon_Long_TMVA : Rank : Variable : Importance --- Muon_Long_TMVA : ---------------------------------------------- --- Muon_Long_TMVA : 1 : RichDLLmu : 6.156e+03 --- Muon_Long_TMVA : 2 : EcalPIDmu : 1.902e+03 --- Muon_Long_TMVA : 3 : TrackPt : 1.291e+03 --- Muon_Long_TMVA : 4 : EcalPIDe : 9.251e+02 --- Muon_Long_TMVA : 5 : HcalPIDmu : 6.959e+02 --- Muon_Long_TMVA : 6 : TrackP : 5.169e+02 --- Muon_Long_TMVA : 7 : RichDLLe : 5.095e+02 --- Muon_Long_TMVA : 8 : HcalPIDe : 4.079e+02 --- Muon_Long_TMVA : 9 : MuonNShared : 3.966e+02 --- Muon_Long_TMVA : 10 : PrsPIDe : 2.665e+02 --- Muon_Long_TMVA : 11 : MuonMuLL : 2.307e+02 --- Muon_Long_TMVA : 12 : RichDLLk : 1.993e+02 --- Muon_Long_TMVA : 13 : RichAboveMuThres : 1.841e+02 --- Muon_Long_TMVA : 14 : TrackFitMatchChi2 : 1.658e+02 --- Muon_Long_TMVA : 15 : InAccHcal : 1.634e+02 --- Muon_Long_TMVA : 16 : RichDLLp : 1.563e+02 --- Muon_Long_TMVA : 17 : TrackGhostProbability : 1.493e+02 --- Muon_Long_TMVA : 18 : VeloCharge : 1.410e+02 --- Muon_Long_TMVA : 19 : RichDLLbt : 1.388e+02 --- Muon_Long_TMVA : 20 : InAccEcal : 1.270e+02 --- Muon_Long_TMVA : 21 : InAccPrs : 1.202e+02 --- Muon_Long_TMVA : 22 : MuonBkgLL : 9.121e+01 --- Muon_Long_TMVA : 23 : TrackCloneDist : 8.349e+01 --- Muon_Long_TMVA : 24 : TrackFitTChi2 : 5.704e+01 --- Muon_Long_TMVA : 25 : TrackFitVeloChi2 : 5.426e+01 --- Muon_Long_TMVA : 26 : TrackLikelihood : 4.836e+01 --- Muon_Long_TMVA : 27 : RichUsedR1Gas : 3.052e+01 --- Muon_Long_TMVA : 28 : BremPIDe : 2.190e+01 --- Muon_Long_TMVA : 29 : InAccBrem : 1.916e+01 --- Muon_Long_TMVA : 30 : TrackFitVeloNDoF : 1.642e+01 --- Muon_Long_TMVA : 31 : RichAboveKaThres : 5.310e+00 --- Muon_Long_TMVA : 32 : RichUsedAero : 7.596e-01 --- Muon_Long_TMVA : 33 : TrackChi2PerDof : 2.838e-01 --- Muon_Long_TMVA : 34 : TrackFitTNDoF : 1.745e-01 --- Muon_Long_TMVA : 35 : RichUsedR2Gas : 9.507e-02 --- Muon_Long_TMVA : 36 : TrackNumDof : 3.738e-03 --- Muon_Long_TMVA : ---------------------------------------------- --- Factory : --- Factory : === Destroy and recreate all methods via weight files for testing === --- Factory : --- MethodBase : Reading weight file: ./GlobalPID_Muon_Long_TMVA.weights.xml --- Muon_Long_TMVA : Read method "Muon_Long_TMVA" of type "MLP" --- Muon_Long_TMVA : MVA method was trained with TMVA Version: 4.1.4 --- Muon_Long_TMVA : MVA method was trained with ROOT Version: 5.34/05 --- Muon_Long_TMVA : Building Network --- Muon_Long_TMVA : Initializing weights --- Factory : Test all methods... --- Factory : Test method: Muon_Long_TMVA for Classification performance --- Muon_Long_TMVA : Evaluation of Muon_Long_TMVA on testing sample (1000000 events) --- Muon_Long_TMVA : Elapsed time for evaluation of 1000000 events: 65.4 sec --- Factory : Evaluate all methods... --- Factory : Evaluate classifier: Muon_Long_TMVA --- TFHandler_Muon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Long_TMVA : Variable Mean RMS [ Min Max ] --- TFHandler_Muon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Long_TMVA : TrackP: -0.99520 0.0090027 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackPt: -0.99417 0.0060715 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackChi2PerDof: 0.010775 0.45171 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackNumDof: -0.070473 0.31104 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackLikelihood: 0.63850 0.34556 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackGhostProbability: 0.99810 0.026061 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitMatchChi2: -0.76947 0.21225 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackCloneDist: -0.98790 0.12369 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitVeloChi2: -0.80712 0.14115 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitVeloNDoF: -0.54432 0.29491 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitTChi2: -0.63398 0.18000 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitTNDoF: -0.092058 0.30833 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichUsedAero: -0.076166 0.99710 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichUsedR1Gas: 0.65991 0.75134 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichUsedR2Gas: -0.17639 0.98432 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichAboveMuThres: 0.83584 0.54898 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichAboveKaThres: 0.13739 0.99052 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLe: 0.64878 0.49350 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLmu: 0.67122 0.49995 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLk: 0.66008 0.49687 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLp: 0.74005 0.52082 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLbt: 0.73603 0.51965 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : MuonBkgLL: 0.75380 0.26175 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : MuonMuLL: 0.99201 0.016064 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : MuonNShared: -0.90927 0.12443 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : InAccEcal: 0.93125 0.36439 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : EcalPIDe: 0.92040 0.36235 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : EcalPIDmu: 0.92605 0.36342 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : InAccHcal: 0.89082 0.45435 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : HcalPIDe: 0.88298 0.45247 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : HcalPIDmu: 0.88486 0.45292 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : InAccPrs: 0.96223 0.27225 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : PrsPIDe: 0.95150 0.27078 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : InAccBrem: 0.57393 0.81890 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : BremPIDe: 0.56575 0.81464 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : VeloCharge: -0.81153 0.057082 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- Muon_Long_TMVA : Loop over test events and fill histograms with classifier response... --- Factory : Write evaluation histograms to file --- TFHandler_Muon_Long_TMVA : Plot event variables for Muon_Long_TMVA --- TFHandler_Muon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Long_TMVA : Variable Mean RMS [ Min Max ] --- TFHandler_Muon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Long_TMVA : TrackP: -0.99520 0.0090027 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackPt: -0.99417 0.0060715 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackChi2PerDof: 0.010775 0.45171 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackNumDof: -0.070473 0.31104 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackLikelihood: 0.63850 0.34556 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackGhostProbability: 0.99810 0.026061 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitMatchChi2: -0.76947 0.21225 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackCloneDist: -0.98790 0.12369 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitVeloChi2: -0.80712 0.14115 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitVeloNDoF: -0.54432 0.29491 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitTChi2: -0.63398 0.18000 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : TrackFitTNDoF: -0.092058 0.30833 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichUsedAero: -0.076166 0.99710 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichUsedR1Gas: 0.65991 0.75134 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichUsedR2Gas: -0.17639 0.98432 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichAboveMuThres: 0.83584 0.54898 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichAboveKaThres: 0.13739 0.99052 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLe: 0.64878 0.49350 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLmu: 0.67122 0.49995 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLk: 0.66008 0.49687 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLp: 0.74005 0.52082 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : RichDLLbt: 0.73603 0.51965 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : MuonBkgLL: 0.75380 0.26175 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : MuonMuLL: 0.99201 0.016064 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : MuonNShared: -0.90927 0.12443 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : InAccEcal: 0.93125 0.36439 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : EcalPIDe: 0.92040 0.36235 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : EcalPIDmu: 0.92605 0.36342 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : InAccHcal: 0.89082 0.45435 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : HcalPIDe: 0.88298 0.45247 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : HcalPIDmu: 0.88486 0.45292 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : InAccPrs: 0.96223 0.27225 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : PrsPIDe: 0.95150 0.27078 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : InAccBrem: 0.57393 0.81890 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : BremPIDe: 0.56575 0.81464 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : VeloCharge: -0.81153 0.057082 [ -1.0000 1.0000 ] --- TFHandler_Muon_Long_TMVA : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Long_TMVA : --- TFHandler_Muon_Long_TMVA : Will not produce scatter plots ==> --- TFHandler_Muon_Long_TMVA : | The number of 36 input variables and 0 target values would require 630 two-dimensional --- TFHandler_Muon_Long_TMVA : | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Muon_Long_TMVA : | suppression does not have any consequences for your analysis, other --- TFHandler_Muon_Long_TMVA : | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Muon_Long_TMVA : | number of input variables allowed to generate scatter plots in your --- TFHandler_Muon_Long_TMVA : | script via the command line: --- TFHandler_Muon_Long_TMVA : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Muon_Long_TMVA : --- TFHandler_Muon_Long_TMVA : Some more output --- Tools : zero variances for variables (0, 36) --- Tools : zero variances for variables (14, 36) --- Tools : zero variances for variables (16, 26) --- Tools : zero variances for variables (16, 29) --- Tools : zero variances for variables (16, 32) --- Tools : zero variances for variables (16, 36) --- Tools : zero variances for variables (26, 16) --- Tools : zero variances for variables (26, 32) --- Tools : zero variances for variables (26, 36) --- Tools : zero variances for variables (29, 16) --- Tools : zero variances for variables (29, 32) --- Tools : zero variances for variables (29, 36) --- Tools : zero variances for variables (32, 16) --- Tools : zero variances for variables (32, 26) --- Tools : zero variances for variables (32, 29) --- Tools : zero variances for variables (32, 36) --- Tools : zero variances for variables (34, 36) --- Tools : zero variances for variables (36, 0) --- Tools : zero variances for variables (36, 14) --- Tools : zero variances for variables (36, 16) --- Tools : zero variances for variables (36, 26) --- Tools : zero variances for variables (36, 29) --- Tools : zero variances for variables (36, 32) --- Tools : zero variances for variables (36, 34) --- Factory : Correlations between input variables and MVA response (signal): --- Factory : ------------------------------ --- Factory : Muon_Long_TMVA --- Factory : TrackP: +0.379 --- Factory : TrackPt: +0.557 --- Factory : TrackChi2PerDof: -0.427 --- Factory : TrackNumDof: +0.094 --- Factory : TrackLikelihood: +0.378 --- Factory : TrackGhostProbability: -0.017 --- Factory : TrackFitMatchChi2: -0.410 --- Factory : TrackCloneDist: -0.046 --- Factory : TrackFitVeloChi2: -0.005 --- Factory : TrackFitVeloNDoF: -0.017 --- Factory : TrackFitTChi2: -0.058 --- Factory : TrackFitTNDoF: +0.114 --- Factory : RichUsedAero: +0.027 --- Factory : RichUsedR1Gas: +0.154 --- Factory : RichUsedR2Gas: +0.242 --- Factory : RichAboveMuThres: +0.164 --- Factory : RichAboveKaThres: +0.390 --- Factory : RichDLLe: +0.178 --- Factory : RichDLLmu: +0.191 --- Factory : RichDLLk: +0.120 --- Factory : RichDLLp: +0.119 --- Factory : RichDLLbt: +0.127 --- Factory : MuonBkgLL: -0.512 --- Factory : MuonMuLL: -0.243 --- Factory : MuonNShared: -0.279 --- Factory : InAccEcal: -0.073 --- Factory : EcalPIDe: -0.074 --- Factory : EcalPIDmu: -0.071 --- Factory : InAccHcal: -0.108 --- Factory : HcalPIDe: -0.108 --- Factory : HcalPIDmu: -0.107 --- Factory : InAccPrs: -0.030 --- Factory : PrsPIDe: -0.031 --- Factory : InAccBrem: +0.145 --- Factory : BremPIDe: +0.145 --- Factory : VeloCharge: +0.000 --- Factory : ------------------------------ --- Factory : --- Factory : Correlations between input variables and MVA response (background): --- Factory : ------------------------------ --- Factory : Muon_Long_TMVA --- Factory : TrackP: +0.199 --- Factory : TrackPt: +0.155 --- Factory : TrackChi2PerDof: -0.056 --- Factory : TrackNumDof: +0.187 --- Factory : TrackLikelihood: +0.185 --- Factory : TrackGhostProbability: -0.003 --- Factory : TrackFitMatchChi2: +0.105 --- Factory : TrackCloneDist: -0.028 --- Factory : TrackFitVeloChi2: +0.013 --- Factory : TrackFitVeloNDoF: +0.076 --- Factory : TrackFitTChi2: +0.006 --- Factory : TrackFitTNDoF: +0.158 --- Factory : RichUsedAero: -0.036 --- Factory : RichUsedR1Gas: +0.034 --- Factory : RichUsedR2Gas: +0.057 --- Factory : RichAboveMuThres: +0.069 --- Factory : RichAboveKaThres: +0.084 --- Factory : RichDLLe: +0.071 --- Factory : RichDLLmu: +0.075 --- Factory : RichDLLk: +0.063 --- Factory : RichDLLp: +0.063 --- Factory : RichDLLbt: +0.063 --- Factory : MuonBkgLL: -0.578 --- Factory : MuonMuLL: -0.426 --- Factory : MuonNShared: -0.218 --- Factory : InAccEcal: +0.016 --- Factory : EcalPIDe: +0.014 --- Factory : EcalPIDmu: +0.017 --- Factory : InAccHcal: +0.012 --- Factory : HcalPIDe: +0.011 --- Factory : HcalPIDmu: +0.012 --- Factory : InAccPrs: +0.012 --- Factory : PrsPIDe: +0.011 --- Factory : InAccBrem: +0.038 --- Factory : BremPIDe: +0.038 --- Factory : VeloCharge: -0.031 --- 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 : Muon_Long_TMVA: +0.078 --- 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 : Muon_Long_TMVA : 0.417(01) 0.809(01) 0.963(00) 0.940 | 0.618 1.197 --- 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 : Muon_Long_TMVA : 0.417 (0.417) 0.809 (0.809) 0.963 (0.963) --- Factory : -------------------------------------------------------------------------------- --- Factory : --- Dataset:Default : Created tree 'TestTree' with 1000000 events --- Dataset:Default : Created tree 'TrainTree' with 1000000 events --- Factory : --- Factory : Thank you for using TMVA! --- Factory : For citation information, please visit: http://tmva.sf.net/citeTMVA.html 2013-04-11 03:42:18 Training Complete :) removed `Long-Muon-TMVA.root' 2013-04-11 03:42:26 Network Config file = /afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Muon/Long/GlobalPID_Muon_Long_ANN.txt 2013-04-11 03:42:26 Training parameters file = /afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Muon/Long/train-config.txt 2013-04-11 03:42:26 Input Data file = /afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Muon/Long/datafiles.txt 2013-04-11 03:42:26 Neurobayes parameters file = /afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/results/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Muon/Long/MVA.txt 2013-04-11 03:42:26 Particle type = Muon 2013-04-11 03:42:26 Background types = All 2013-04-11 03:42:26 Training Mix = NaturalMix 2013-04-11 03:42:26 Track type = Long 2013-04-11 03:42:26 Track PresSel = IsMuonTrackPreselection.txt 2013-04-11 03:42:26 Network type = TMVA 2013-04-11 03:42:26 Ghost treatment = Ghosts Ghosts 2013-04-11 03:42:26 MC Track sel. = AllTracksInEvent AllTracksInEvent 2013-04-11 03:42:26 Reweighting = ReweightRICH2 2013-04-11 03:42:26 Output file = GlobalPID_Muon_Long_TMVA.weights.xml 2013-04-11 03:42:26 Skipping input #RichAboveElThres 2013-04-11 03:42:26 Skipping input #RichAbovePiThres 2013-04-11 03:42:26 Skipping input #RichAbovePrThres 2013-04-11 03:42:26 Creating selection from 'IsMuonTrackPreselection.txt' 2013-04-11 03:42:26 -> # very very loose. Essentially no cuts 2013-04-11 03:42:26 -> TrackLikelihood > -100.0 2013-04-11 03:42:26 -> TrackP > 0 2013-04-11 03:42:26 -> TrackPt > 0 2013-04-11 03:42:26 -> # Is Muon preselection 2013-04-11 03:42:26 -> MuonIsMuon > 0.5 2013-04-11 03:42:26 Will use all tracks, regardless of parent type 2013-04-11 03:42:26 Using 501 data files 2013-04-11 03:42:26 Training sample size = 1000000 2013-04-11 03:42:26 Evaluation sample size = 10000000 2013-04-11 03:42:26 Reading MVA parameters 2013-04-11 03:42:26 -> NBTASK = CLA 2013-04-11 03:42:26 -> NBMOM = 0.0 2013-04-11 03:42:26 -> NBREG = ALL 2013-04-11 03:42:26 -> TMVAVALIDATIONFRAC = 0.3 2013-04-11 03:42:26 -> HiddenLayerScaleFactor = 1.4 2013-04-11 03:42:26 -> TMVAMETHOD = MLP 2013-04-11 03:42:26 -> TMVAMLPNCYCLES = 750 2013-04-11 03:42:26 -> TMVAVARTRANSFORM = Norm 2013-04-11 03:42:26 -> TMVAMLPNEURONTYPE = tanh 2013-04-11 03:42:26 -> TMVAMLPMETHOD = BP 2013-04-11 03:42:26 -> TMVAMLPESTIMATORTYPE = CE 2013-04-11 03:42:26 -> TMVABDTBOOSTTYPE = AdaBoost 2013-04-11 03:42:26 -> TMVABDTNTREES = 800 2013-04-11 03:42:26 -> TMVABDTPRUNEMETHOD = CostComplexity 2013-04-11 03:42:26 -> TMVABDTMAXTREEDEPTH = 3 2013-04-11 03:42:26 Node layer two scale = 1.4 2013-04-11 03:42:26 Input layer has 37 nodes, hidden layer has 50 nodes 2013-04-11 03:42:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-0.root 2013-04-11 03:42:30 Selected 47979 entries from 1273612 ( 3.76716 % ) 2013-04-11 03:42:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-1.root 2013-04-11 03:42:37 Selected 45545 entries from 1323959 ( 3.44006 % ) 2013-04-11 03:42:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-2.root 2013-04-11 03:42:45 Selected 44994 entries from 1311887 ( 3.42972 % ) 2013-04-11 03:42:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-3.root 2013-04-11 03:42:53 Selected 48054 entries from 1268988 ( 3.7868 % ) 2013-04-11 03:42:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-4.root 2013-04-11 03:43:00 Selected 44922 entries from 1313076 ( 3.42113 % ) 2013-04-11 03:43:06 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-5.root 2013-04-11 03:43:07 Selected 45562 entries from 1317789 ( 3.45746 % ) 2013-04-11 03:43:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-6.root 2013-04-11 03:43:15 Selected 46743 entries from 1263420 ( 3.69972 % ) 2013-04-11 03:43:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-7.root 2013-04-11 03:43:23 Selected 46998 entries from 1270811 ( 3.69827 % ) 2013-04-11 03:43:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-8.root 2013-04-11 03:43:30 Selected 45183 entries from 1306712 ( 3.45776 % ) 2013-04-11 03:43:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-9.root 2013-04-11 03:43:38 Selected 44658 entries from 1292751 ( 3.45449 % ) 2013-04-11 03:43:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-10.root 2013-04-11 03:43:46 Selected 46108 entries from 1318612 ( 3.49671 % ) 2013-04-11 03:43:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-11.root 2013-04-11 03:43:56 Selected 45345 entries from 1314477 ( 3.44966 % ) 2013-04-11 03:44:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-12.root 2013-04-11 03:44:03 Selected 47342 entries from 1262034 ( 3.75125 % ) 2013-04-11 03:44:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-13.root 2013-04-11 03:44:10 Selected 47569 entries from 1260562 ( 3.77363 % ) 2013-04-11 03:44:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-14.root 2013-04-11 03:44:21 Selected 45301 entries from 1307406 ( 3.46495 % ) 2013-04-11 03:44:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-15.root 2013-04-11 03:44:41 Selected 46079 entries from 1308525 ( 3.52145 % ) 2013-04-11 03:44:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-16.root 2013-04-11 03:45:00 Selected 45654 entries from 1313230 ( 3.47647 % ) 2013-04-11 03:45:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-17.root 2013-04-11 03:45:14 Selected 45496 entries from 1296022 ( 3.51043 % ) 2013-04-11 03:45:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-18.root 2013-04-11 03:45:22 Selected 47356 entries from 1268445 ( 3.73339 % ) 2013-04-11 03:45:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-19.root 2013-04-11 03:45:35 Selected 47096 entries from 1268717 ( 3.7121 % ) 2013-04-11 03:45:41 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-20.root 2013-04-11 03:45:42 Selected 47702 entries from 1282938 ( 3.71818 % ) 2013-04-11 03:45:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-21.root 2013-04-11 03:45:50 Selected 45435 entries from 1306192 ( 3.47843 % ) 2013-04-11 03:45:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-22.root 2013-04-11 03:45:57 Selected 45380 entries from 1313925 ( 3.45377 % ) 2013-04-11 03:46:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-23.root 2013-04-11 03:46:05 Selected 46723 entries from 1265427 ( 3.69227 % ) 2013-04-11 03:46:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-24.root 2013-04-11 03:46:12 Selected 46264 entries from 1316048 ( 3.51537 % ) 2013-04-11 03:46:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-25.root 2013-04-11 03:46:20 Selected 47434 entries from 1268602 ( 3.73908 % ) 2013-04-11 03:46:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-26.root 2013-04-11 03:46:28 Selected 46679 entries from 1259724 ( 3.70549 % ) 2013-04-11 03:46:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-27.root 2013-04-11 03:46:35 Selected 44983 entries from 1288818 ( 3.49025 % ) 2013-04-11 03:46:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-28.root 2013-04-11 03:46:43 Selected 47549 entries from 1285835 ( 3.69791 % ) 2013-04-11 03:46:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-29.root 2013-04-11 03:46:52 Selected 46940 entries from 1260082 ( 3.72515 % ) 2013-04-11 03:46:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-30.root 2013-04-11 03:47:00 Selected 47825 entries from 1278118 ( 3.74183 % ) 2013-04-11 03:47:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-31.root 2013-04-11 03:47:08 Selected 46773 entries from 1257356 ( 3.71995 % ) 2013-04-11 03:47:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-32.root 2013-04-11 03:47:17 Selected 45778 entries from 1305022 ( 3.50783 % ) 2013-04-11 03:47:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-33.root 2013-04-11 03:47:25 Selected 47004 entries from 1265012 ( 3.7157 % ) 2013-04-11 03:47:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-34.root 2013-04-11 03:47:33 Selected 47621 entries from 1271529 ( 3.74518 % ) 2013-04-11 03:47:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-35.root 2013-04-11 03:47:41 Selected 47075 entries from 1257409 ( 3.74381 % ) 2013-04-11 03:47:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-36.root 2013-04-11 03:47:48 Selected 47639 entries from 1290326 ( 3.69201 % ) 2013-04-11 03:47:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-37.root 2013-04-11 03:47:56 Selected 44743 entries from 1305747 ( 3.42662 % ) 2013-04-11 03:48:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-38.root 2013-04-11 03:48:03 Selected 46405 entries from 1254727 ( 3.69841 % ) 2013-04-11 03:48:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-39.root 2013-04-11 03:48:11 Selected 46813 entries from 1259827 ( 3.71583 % ) 2013-04-11 03:48:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-40.root 2013-04-11 03:48:19 Selected 45641 entries from 1321778 ( 3.453 % ) 2013-04-11 03:48:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-41.root 2013-04-11 03:48:26 Selected 46125 entries from 1309153 ( 3.52327 % ) 2013-04-11 03:48:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-42.root 2013-04-11 03:48:34 Selected 45582 entries from 1309253 ( 3.48153 % ) 2013-04-11 03:48:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-43.root 2013-04-11 03:48:41 Selected 46934 entries from 1260974 ( 3.72204 % ) 2013-04-11 03:48:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-44.root 2013-04-11 03:48:49 Selected 47964 entries from 1273689 ( 3.76575 % ) 2013-04-11 03:48:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-45.root 2013-04-11 03:48:57 Selected 47123 entries from 1271204 ( 3.70696 % ) 2013-04-11 03:49:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-46.root 2013-04-11 03:49:05 Selected 45006 entries from 1306928 ( 3.44365 % ) 2013-04-11 03:49:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-47.root 2013-04-11 03:49:13 Selected 46222 entries from 1252742 ( 3.68967 % ) 2013-04-11 03:49:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-48.root 2013-04-11 03:49:21 Selected 44895 entries from 1294364 ( 3.4685 % ) 2013-04-11 03:49:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-49.root 2013-04-11 03:49:30 Selected 44871 entries from 1305223 ( 3.4378 % ) 2013-04-11 03:49:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-50.root 2013-04-11 03:49:38 Selected 44867 entries from 1288962 ( 3.48086 % ) 2013-04-11 03:49:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-51.root 2013-04-11 03:49:47 Selected 46115 entries from 1312748 ( 3.51286 % ) 2013-04-11 03:49:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-52.root 2013-04-11 03:49:56 Selected 47155 entries from 1257790 ( 3.74904 % ) 2013-04-11 03:50:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-53.root 2013-04-11 03:50:05 Selected 45995 entries from 1322947 ( 3.47671 % ) 2013-04-11 03:50:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-54.root 2013-04-11 03:50:13 Selected 45684 entries from 1291004 ( 3.53864 % ) 2013-04-11 03:50:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-55.root 2013-04-11 03:50:22 Selected 48440 entries from 1272142 ( 3.80775 % ) 2013-04-11 03:50:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-56.root 2013-04-11 03:50:30 Selected 47495 entries from 1270075 ( 3.73954 % ) 2013-04-11 03:50:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-57.root 2013-04-11 03:50:39 Selected 47368 entries from 1265362 ( 3.74343 % ) 2013-04-11 03:50:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-58.root 2013-04-11 03:50:49 Selected 46297 entries from 1252659 ( 3.6959 % ) 2013-04-11 03:50:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-59.root 2013-04-11 03:50:57 Selected 47273 entries from 1263421 ( 3.74167 % ) 2013-04-11 03:51:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-60.root 2013-04-11 03:51:05 Selected 45502 entries from 1313543 ( 3.46407 % ) 2013-04-11 03:51:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-61.root 2013-04-11 03:51:13 Selected 47322 entries from 1260995 ( 3.75275 % ) 2013-04-11 03:51:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-62.root 2013-04-11 03:51:21 Selected 45540 entries from 1313538 ( 3.46697 % ) 2013-04-11 03:51:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-63.root 2013-04-11 03:51:30 Selected 47504 entries from 1263147 ( 3.76077 % ) 2013-04-11 03:51:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-64.root 2013-04-11 03:51:38 Selected 45663 entries from 1312982 ( 3.47781 % ) 2013-04-11 03:51:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-65.root 2013-04-11 03:51:46 Selected 46685 entries from 1263081 ( 3.69612 % ) 2013-04-11 03:51:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-66.root 2013-04-11 03:51:55 Selected 46343 entries from 1255875 ( 3.6901 % ) 2013-04-11 03:52:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-67.root 2013-04-11 03:52:03 Selected 47764 entries from 1278672 ( 3.73544 % ) 2013-04-11 03:52:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-68.root 2013-04-11 03:52:11 Selected 47433 entries from 1260556 ( 3.76286 % ) 2013-04-11 03:52:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-69.root 2013-04-11 03:52:19 Selected 47331 entries from 1287896 ( 3.67506 % ) 2013-04-11 03:52:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-70.root 2013-04-11 03:52:27 Selected 47138 entries from 1264605 ( 3.72749 % ) 2013-04-11 03:52:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-71.root 2013-04-11 03:52:36 Selected 46065 entries from 1254841 ( 3.67098 % ) 2013-04-11 03:52:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-72.root 2013-04-11 03:52:45 Selected 46669 entries from 1257446 ( 3.71141 % ) 2013-04-11 03:52:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-73.root 2013-04-11 03:52:55 Selected 45090 entries from 1310077 ( 3.44178 % ) 2013-04-11 03:53:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-74.root 2013-04-11 03:53:03 Selected 46885 entries from 1261160 ( 3.71761 % ) 2013-04-11 03:53:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-75.root 2013-04-11 03:53:11 Selected 47492 entries from 1287383 ( 3.68903 % ) 2013-04-11 03:53:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-76.root 2013-04-11 03:53:20 Selected 46983 entries from 1265776 ( 3.71179 % ) 2013-04-11 03:53:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-77.root 2013-04-11 03:53:28 Selected 45973 entries from 1313452 ( 3.50017 % ) 2013-04-11 03:53:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-78.root 2013-04-11 03:53:37 Selected 48021 entries from 1283463 ( 3.74152 % ) 2013-04-11 03:53:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-79.root 2013-04-11 03:53:45 Selected 47223 entries from 1260153 ( 3.7474 % ) 2013-04-11 03:53:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-80.root 2013-04-11 03:53:54 Selected 45654 entries from 1312121 ( 3.4794 % ) 2013-04-11 03:54:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-81.root 2013-04-11 03:54:02 Selected 44827 entries from 1300996 ( 3.44559 % ) 2013-04-11 03:54:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-82.root 2013-04-11 03:54:10 Selected 46166 entries from 1319581 ( 3.49853 % ) 2013-04-11 03:54:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-83.root 2013-04-11 03:54:18 Selected 45090 entries from 1287301 ( 3.50268 % ) 2013-04-11 03:54:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-84.root 2013-04-11 03:54:26 Selected 45031 entries from 1305760 ( 3.44864 % ) 2013-04-11 03:54:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-85.root 2013-04-11 03:54:33 Selected 46320 entries from 1255709 ( 3.68875 % ) 2013-04-11 03:54:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-86.root 2013-04-11 03:54:41 Selected 45014 entries from 1291584 ( 3.48518 % ) 2013-04-11 03:54:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-87.root 2013-04-11 03:54:48 Selected 46978 entries from 1257083 ( 3.73706 % ) 2013-04-11 03:54:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-88.root 2013-04-11 03:54:56 Selected 45498 entries from 1289234 ( 3.52907 % ) 2013-04-11 03:55:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-89.root 2013-04-11 03:55:04 Selected 45506 entries from 1315309 ( 3.45972 % ) 2013-04-11 03:55:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-90.root 2013-04-11 03:55:12 Selected 47369 entries from 1260832 ( 3.75696 % ) 2013-04-11 03:55:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-91.root 2013-04-11 03:55:19 Selected 46168 entries from 1257801 ( 3.67053 % ) 2013-04-11 03:55:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-92.root 2013-04-11 03:55:27 Selected 47929 entries from 1278544 ( 3.74872 % ) 2013-04-11 03:55:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-93.root 2013-04-11 03:55:34 Selected 46051 entries from 1321641 ( 3.48438 % ) 2013-04-11 03:55:41 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-94.root 2013-04-11 03:55:42 Selected 46646 entries from 1252856 ( 3.72317 % ) 2013-04-11 03:55:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-95.root 2013-04-11 03:55:50 Selected 45998 entries from 1315934 ( 3.49546 % ) 2013-04-11 03:55:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-96.root 2013-04-11 03:55:57 Selected 46515 entries from 1259232 ( 3.69392 % ) 2013-04-11 03:56:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-97.root 2013-04-11 03:56:05 Selected 47053 entries from 1265359 ( 3.71855 % ) 2013-04-11 03:56:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-98.root 2013-04-11 03:56:12 Selected 46923 entries from 1263929 ( 3.71247 % ) 2013-04-11 03:56:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-99.root 2013-04-11 03:56:20 Selected 46060 entries from 1316568 ( 3.49849 % ) 2013-04-11 03:56:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-100.root 2013-04-11 03:56:27 Selected 45188 entries from 1288463 ( 3.50712 % ) 2013-04-11 03:56:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-101.root 2013-04-11 03:56:35 Selected 46660 entries from 1258427 ( 3.7078 % ) 2013-04-11 03:56:41 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-102.root 2013-04-11 03:56:42 Selected 44587 entries from 1295460 ( 3.44179 % ) 2013-04-11 03:56:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-103.root 2013-04-11 03:56:49 Selected 48445 entries from 1279341 ( 3.78672 % ) 2013-04-11 03:56:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-104.root 2013-04-11 03:56:58 Selected 44811 entries from 1294884 ( 3.46062 % ) 2013-04-11 03:57:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-105.root 2013-04-11 03:57:06 Selected 45720 entries from 1291320 ( 3.54056 % ) 2013-04-11 03:57:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-106.root 2013-04-11 03:57:14 Selected 45131 entries from 1291596 ( 3.4942 % ) 2013-04-11 03:57:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-107.root 2013-04-11 03:57:23 Selected 46419 entries from 1318096 ( 3.52167 % ) 2013-04-11 03:57:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-108.root 2013-04-11 03:57:32 Selected 47720 entries from 1267597 ( 3.7646 % ) 2013-04-11 03:57:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-109.root 2013-04-11 03:57:40 Selected 47271 entries from 1262057 ( 3.74555 % ) 2013-04-11 03:57:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-110.root 2013-04-11 03:57:49 Selected 47832 entries from 1272685 ( 3.75835 % ) 2013-04-11 03:57:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-111.root 2013-04-11 03:57:58 Selected 47030 entries from 1263551 ( 3.72205 % ) 2013-04-11 03:58:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-112.root 2013-04-11 03:58:06 Selected 45822 entries from 1312370 ( 3.49155 % ) 2013-04-11 03:58:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-113.root 2013-04-11 03:58:15 Selected 45969 entries from 1318319 ( 3.48694 % ) 2013-04-11 03:58:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-114.root 2013-04-11 03:58:23 Selected 45192 entries from 1291420 ( 3.4994 % ) 2013-04-11 03:58:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-115.root 2013-04-11 03:58:32 Selected 46955 entries from 1288581 ( 3.64393 % ) 2013-04-11 03:58:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-116.root 2013-04-11 03:58:40 Selected 47411 entries from 1265350 ( 3.74687 % ) 2013-04-11 03:58:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-117.root 2013-04-11 03:58:49 Selected 45703 entries from 1316857 ( 3.47061 % ) 2013-04-11 03:58:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-118.root 2013-04-11 03:58:57 Selected 47113 entries from 1270002 ( 3.70968 % ) 2013-04-11 03:59:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-119.root 2013-04-11 03:59:05 Selected 47779 entries from 1279529 ( 3.73411 % ) 2013-04-11 03:59:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-120.root 2013-04-11 03:59:13 Selected 46416 entries from 1313470 ( 3.53385 % ) 2013-04-11 03:59:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-121.root 2013-04-11 03:59:22 Selected 45050 entries from 1290824 ( 3.49002 % ) 2013-04-11 03:59:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-122.root 2013-04-11 03:59:29 Selected 48237 entries from 1291340 ( 3.73542 % ) 2013-04-11 03:59:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-123.root 2013-04-11 03:59:38 Selected 45643 entries from 1317256 ( 3.46501 % ) 2013-04-11 03:59:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-124.root 2013-04-11 03:59:47 Selected 45703 entries from 1294864 ( 3.52956 % ) 2013-04-11 03:59:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-125.root 2013-04-11 03:59:55 Selected 45198 entries from 1291923 ( 3.49851 % ) 2013-04-11 04:00:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-126.root 2013-04-11 04:00:05 Selected 45147 entries from 1289449 ( 3.50126 % ) 2013-04-11 04:00:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-127.root 2013-04-11 04:00:13 Selected 47973 entries from 1288450 ( 3.72331 % ) 2013-04-11 04:00:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-128.root 2013-04-11 04:00:21 Selected 45451 entries from 1290047 ( 3.5232 % ) 2013-04-11 04:00:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-129.root 2013-04-11 04:00:30 Selected 46331 entries from 1319130 ( 3.51224 % ) 2013-04-11 04:00:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-130.root 2013-04-11 04:00:39 Selected 46848 entries from 1266226 ( 3.69981 % ) 2013-04-11 04:00:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-131.root 2013-04-11 04:00:47 Selected 46155 entries from 1316932 ( 3.50474 % ) 2013-04-11 04:00:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-132.root 2013-04-11 04:00:56 Selected 45549 entries from 1289582 ( 3.53207 % ) 2013-04-11 04:01:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-133.root 2013-04-11 04:01:05 Selected 46881 entries from 1260268 ( 3.71992 % ) 2013-04-11 04:01:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-134.root 2013-04-11 04:01:13 Selected 47717 entries from 1273538 ( 3.74681 % ) 2013-04-11 04:01:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-135.root 2013-04-11 04:01:22 Selected 45592 entries from 1317698 ( 3.45997 % ) 2013-04-11 04:01:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-136.root 2013-04-11 04:01:30 Selected 47533 entries from 1266069 ( 3.75438 % ) 2013-04-11 04:01:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-137.root 2013-04-11 04:01:38 Selected 44884 entries from 1288382 ( 3.48375 % ) 2013-04-11 04:01:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-138.root 2013-04-11 04:01:47 Selected 46928 entries from 1254928 ( 3.7395 % ) 2013-04-11 04:01:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-139.root 2013-04-11 04:01:56 Selected 47065 entries from 1261382 ( 3.73122 % ) 2013-04-11 04:02:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-140.root 2013-04-11 04:02:04 Selected 46478 entries from 1257909 ( 3.69486 % ) 2013-04-11 04:02:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-141.root 2013-04-11 04:02:13 Selected 47499 entries from 1267883 ( 3.74632 % ) 2013-04-11 04:02:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-142.root 2013-04-11 04:02:20 Selected 47088 entries from 1260184 ( 3.7366 % ) 2013-04-11 04:02:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-143.root 2013-04-11 04:02:29 Selected 45396 entries from 1303612 ( 3.48232 % ) 2013-04-11 04:02:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-144.root 2013-04-11 04:02:37 Selected 45518 entries from 1312422 ( 3.46824 % ) 2013-04-11 04:02:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-145.root 2013-04-11 04:02:45 Selected 45428 entries from 1291777 ( 3.51671 % ) 2013-04-11 04:02:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-146.root 2013-04-11 04:02:53 Selected 45331 entries from 1318604 ( 3.4378 % ) 2013-04-11 04:02:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-147.root 2013-04-11 04:03:01 Selected 45568 entries from 1310815 ( 3.47631 % ) 2013-04-11 04:03:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-148.root 2013-04-11 04:03:11 Selected 46029 entries from 1320755 ( 3.48505 % ) 2013-04-11 04:03:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-149.root 2013-04-11 04:03:19 Selected 45625 entries from 1289396 ( 3.53848 % ) 2013-04-11 04:03:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-150.root 2013-04-11 04:03:28 Selected 46933 entries from 1265621 ( 3.7083 % ) 2013-04-11 04:03:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-151.root 2013-04-11 04:03:37 Selected 47242 entries from 1258618 ( 3.75348 % ) 2013-04-11 04:03:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-152.root 2013-04-11 04:03:46 Selected 47760 entries from 1271194 ( 3.7571 % ) 2013-04-11 04:03:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-153.root 2013-04-11 04:03:55 Selected 46641 entries from 1264533 ( 3.6884 % ) 2013-04-11 04:04:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-154.root 2013-04-11 04:04:03 Selected 46278 entries from 1293344 ( 3.57817 % ) 2013-04-11 04:04:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-155.root 2013-04-11 04:04:12 Selected 46477 entries from 1258955 ( 3.69171 % ) 2013-04-11 04:04:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-156.root 2013-04-11 04:04:20 Selected 46898 entries from 1259723 ( 3.72288 % ) 2013-04-11 04:04:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-157.root 2013-04-11 04:04:28 Selected 45407 entries from 1303874 ( 3.48247 % ) 2013-04-11 04:04:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-158.root 2013-04-11 04:04:36 Selected 46619 entries from 1260731 ( 3.69778 % ) 2013-04-11 04:04:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-159.root 2013-04-11 04:04:44 Selected 47886 entries from 1276179 ( 3.75229 % ) 2013-04-11 04:04:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-160.root 2013-04-11 04:04:52 Selected 46890 entries from 1261736 ( 3.71631 % ) 2013-04-11 04:04:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-161.root 2013-04-11 04:05:00 Selected 46122 entries from 1318269 ( 3.49868 % ) 2013-04-11 04:05:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-162.root 2013-04-11 04:05:09 Selected 46775 entries from 1264588 ( 3.69883 % ) 2013-04-11 04:05:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-163.root 2013-04-11 04:05:18 Selected 45180 entries from 1297018 ( 3.48337 % ) 2013-04-11 04:05:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-164.root 2013-04-11 04:05:27 Selected 47569 entries from 1262521 ( 3.76778 % ) 2013-04-11 04:05:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-165.root 2013-04-11 04:05:35 Selected 45802 entries from 1319197 ( 3.47196 % ) 2013-04-11 04:05:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-166.root 2013-04-11 04:05:44 Selected 46758 entries from 1265717 ( 3.69419 % ) 2013-04-11 04:05:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-167.root 2013-04-11 04:05:52 Selected 44491 entries from 1290747 ( 3.44692 % ) 2013-04-11 04:05:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-168.root 2013-04-11 04:06:00 Selected 46716 entries from 1322894 ( 3.53135 % ) 2013-04-11 04:06:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-169.root 2013-04-11 04:06:09 Selected 46549 entries from 1319970 ( 3.52652 % ) 2013-04-11 04:06:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-170.root 2013-04-11 04:06:17 Selected 45950 entries from 1310696 ( 3.50577 % ) 2013-04-11 04:06:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-171.root 2013-04-11 04:06:25 Selected 45422 entries from 1313891 ( 3.45706 % ) 2013-04-11 04:06:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-172.root 2013-04-11 04:06:34 Selected 46585 entries from 1257734 ( 3.70388 % ) 2013-04-11 04:06:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-173.root 2013-04-11 04:06:42 Selected 46098 entries from 1317456 ( 3.49902 % ) 2013-04-11 04:06:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-174.root 2013-04-11 04:06:51 Selected 45096 entries from 1284915 ( 3.50965 % ) 2013-04-11 04:06:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-175.root 2013-04-11 04:07:00 Selected 47297 entries from 1264538 ( 3.74026 % ) 2013-04-11 04:07:06 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-176.root 2013-04-11 04:07:07 Selected 45218 entries from 1310448 ( 3.45058 % ) 2013-04-11 04:07:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-177.root 2013-04-11 04:07:16 Selected 46918 entries from 1266285 ( 3.70517 % ) 2013-04-11 04:07:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-178.root 2013-04-11 04:07:24 Selected 46272 entries from 1259343 ( 3.6743 % ) 2013-04-11 04:07:31 Considered 8293544 tracks for input to MVA training 2013-04-11 04:07:31 Sel. Eff. = 12.0576% 2013-04-11 04:07:31 Selected 1000000 tracks for input to MVA training 2013-04-11 04:07:31 Ghost percentage = 38.8603% 2013-04-11 04:07:31 Electron percentage = 1.8961% 2013-04-11 04:07:31 Muon percentage = 6.3599% 2013-04-11 04:07:31 Pion percentage = 44.5645% 2013-04-11 04:07:31 Kaon percentage = 5.9611% 2013-04-11 04:07:31 Unknown Particle type 411 2013-04-11 04:07:31 percentage = 0.0002% 2013-04-11 04:07:31 Unknown Particle type 521 2013-04-11 04:07:31 percentage = 0.0001% 2013-04-11 04:07:31 Proton percentage = 2.3484% 2013-04-11 04:07:31 Unknown Particle type 3112 2013-04-11 04:07:31 percentage = 0.0021% 2013-04-11 04:07:31 Unknown Particle type 3222 2013-04-11 04:07:31 percentage = 0.0059% 2013-04-11 04:07:31 Unknown Particle type 3312 2013-04-11 04:07:31 percentage = 0.0013% 2013-04-11 04:07:31 Unknown Particle type 1000010020 2013-04-11 04:07:31 percentage = 0.0001% 2013-04-11 04:07:31 Making plots for input TrackP 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.025 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.050 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.075 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.100 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.125 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.150 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.175 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.200 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.300 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.350 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.400 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.450 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.500 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.600 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.700 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.800 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.900 2013-04-11 04:07:31 Creating ROOT directory MVAcut0.950 2013-04-11 04:07:31 Creating ROOT directory DLLcut-8.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut-7.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut-6.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut-5.500 2013-04-11 04:07:31 Creating ROOT directory DLLcut-5.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut-4.500 2013-04-11 04:07:31 Creating ROOT directory DLLcut-4.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut-3.500 2013-04-11 04:07:31 Creating ROOT directory DLLcut-3.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut-2.500 2013-04-11 04:07:31 Creating ROOT directory DLLcut-2.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut-1.500 2013-04-11 04:07:31 Creating ROOT directory DLLcut-1.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut-0.500 2013-04-11 04:07:31 Creating ROOT directory DLLcut0.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut0.500 2013-04-11 04:07:31 Creating ROOT directory DLLcut1.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut1.500 2013-04-11 04:07:31 Creating ROOT directory DLLcut2.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut2.500 2013-04-11 04:07:31 Creating ROOT directory DLLcut3.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut3.500 2013-04-11 04:07:31 Creating ROOT directory DLLcut4.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut4.500 2013-04-11 04:07:31 Creating ROOT directory DLLcut5.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut5.500 2013-04-11 04:07:31 Creating ROOT directory DLLcut6.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut7.000 2013-04-11 04:07:31 Creating ROOT directory DLLcut8.000 2013-04-11 04:07:31 Making plots for input TrackPt 2013-04-11 04:07:31 Making plots for input TrackChi2PerDof 2013-04-11 04:07:31 Making plots for input TrackNumDof 2013-04-11 04:07:31 Making plots for input TrackLikelihood 2013-04-11 04:07:31 Making plots for input TrackGhostProbability 2013-04-11 04:07:31 Making plots for input TrackFitMatchChi2 2013-04-11 04:07:31 Making plots for input TrackCloneDist 2013-04-11 04:07:31 Making plots for input TrackFitVeloChi2 2013-04-11 04:07:31 Making plots for input TrackFitVeloNDoF 2013-04-11 04:07:31 Making plots for input TrackFitTChi2 2013-04-11 04:07:31 Making plots for input TrackFitTNDoF 2013-04-11 04:07:31 Making plots for input RichUsedAero 2013-04-11 04:07:31 Making plots for input RichUsedR1Gas 2013-04-11 04:07:31 Making plots for input RichUsedR2Gas 2013-04-11 04:07:31 Making plots for input RichAboveMuThres 2013-04-11 04:07:31 Making plots for input RichAboveKaThres 2013-04-11 04:07:31 Making plots for input RichDLLe 2013-04-11 04:07:31 Making plots for input RichDLLmu 2013-04-11 04:07:31 Making plots for input RichDLLk 2013-04-11 04:07:31 Making plots for input RichDLLp 2013-04-11 04:07:31 Making plots for input RichDLLbt 2013-04-11 04:07:31 Making plots for input MuonBkgLL 2013-04-11 04:07:31 Making plots for input MuonMuLL 2013-04-11 04:07:31 Making plots for input MuonNShared 2013-04-11 04:07:31 Making plots for input InAccEcal 2013-04-11 04:07:31 Making plots for input EcalPIDe 2013-04-11 04:07:31 Making plots for input EcalPIDmu 2013-04-11 04:07:31 Making plots for input InAccHcal 2013-04-11 04:07:31 Making plots for input HcalPIDe 2013-04-11 04:07:31 Making plots for input HcalPIDmu 2013-04-11 04:07:31 Making plots for input InAccPrs 2013-04-11 04:07:31 Making plots for input PrsPIDe 2013-04-11 04:07:31 Making plots for input InAccBrem 2013-04-11 04:07:31 Making plots for input BremPIDe 2013-04-11 04:07:31 Making plots for input VeloCharge --- Reader : Booking "MLP" of type "MLP" from GlobalPID_Muon_Long_TMVA.weights.xml. --- MethodBase : Reading weight file: GlobalPID_Muon_Long_TMVA.weights.xml --- Muon_Long_TMVA : Read method "Muon_Long_TMVA" of type "MLP" --- Muon_Long_TMVA : MVA method was trained with TMVA Version: 4.1.4 --- Muon_Long_TMVA : MVA method was trained with ROOT Version: 5.34/05 --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 --- Muon_Long_TMVA : Building Network --- Muon_Long_TMVA : Initializing weights --- Reader : Booked classifier "Muon_Long_TMVA" of type: "MLP" 2013-04-11 04:07:31 Will use all tracks, regardless of parent type 2013-04-11 04:07:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-179.root 2013-04-11 04:07:33 Selected 46388 entries from 1257826 ( 3.68795 % ) 2013-04-11 04:07:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-180.root 2013-04-11 04:07:44 Selected 46914 entries from 1253701 ( 3.74204 % ) 2013-04-11 04:07:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-181.root 2013-04-11 04:07:56 Selected 47425 entries from 1262417 ( 3.75668 % ) 2013-04-11 04:08:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-182.root 2013-04-11 04:08:08 Selected 45972 entries from 1289751 ( 3.56441 % ) 2013-04-11 04:08:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-183.root 2013-04-11 04:08:19 Selected 45777 entries from 1314367 ( 3.48282 % ) 2013-04-11 04:08:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-184.root 2013-04-11 04:08:30 Selected 47332 entries from 1268473 ( 3.73142 % ) 2013-04-11 04:08:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-185.root 2013-04-11 04:08:42 Selected 46888 entries from 1260133 ( 3.72088 % ) 2013-04-11 04:08:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-186.root 2013-04-11 04:08:54 Selected 46159 entries from 1314595 ( 3.51127 % ) 2013-04-11 04:09:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-187.root 2013-04-11 04:09:04 Selected 47077 entries from 1263366 ( 3.72632 % ) 2013-04-11 04:09:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-188.root 2013-04-11 04:09:16 Selected 46431 entries from 1261281 ( 3.68126 % ) 2013-04-11 04:09:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-189.root 2013-04-11 04:09:28 Selected 47721 entries from 1267808 ( 3.76406 % ) 2013-04-11 04:09:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-190.root 2013-04-11 04:09:41 Selected 45737 entries from 1310234 ( 3.49075 % ) 2013-04-11 04:09:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-191.root 2013-04-11 04:09:52 Selected 48043 entries from 1270068 ( 3.78271 % ) 2013-04-11 04:10:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-192.root 2013-04-11 04:10:04 Selected 45444 entries from 1310933 ( 3.46654 % ) 2013-04-11 04:10:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-193.root 2013-04-11 04:10:16 Selected 45543 entries from 1315757 ( 3.46135 % ) 2013-04-11 04:10:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-194.root 2013-04-11 04:10:27 Selected 45526 entries from 1312580 ( 3.46844 % ) 2013-04-11 04:10:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-195.root 2013-04-11 04:10:38 Selected 48149 entries from 1278783 ( 3.76522 % ) 2013-04-11 04:10:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-196.root 2013-04-11 04:10:51 Selected 48246 entries from 1284315 ( 3.75656 % ) 2013-04-11 04:11:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-197.root 2013-04-11 04:11:03 Selected 46994 entries from 1266448 ( 3.71069 % ) 2013-04-11 04:11:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-198.root 2013-04-11 04:11:16 Selected 46648 entries from 1262379 ( 3.69525 % ) 2013-04-11 04:11:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-199.root 2013-04-11 04:11:28 Selected 45974 entries from 1309689 ( 3.5103 % ) 2013-04-11 04:11:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-200.root 2013-04-11 04:11:39 Selected 44670 entries from 1309399 ( 3.41149 % ) 2013-04-11 04:11:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-201.root 2013-04-11 04:11:49 Selected 44573 entries from 1289284 ( 3.45719 % ) 2013-04-11 04:11:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-202.root 2013-04-11 04:12:00 Selected 45655 entries from 1307134 ( 3.49276 % ) 2013-04-11 04:12:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-203.root 2013-04-11 04:12:10 Selected 47192 entries from 1291008 ( 3.65544 % ) 2013-04-11 04:12:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-204.root 2013-04-11 04:12:22 Selected 45055 entries from 1316253 ( 3.42297 % ) 2013-04-11 04:12:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-205.root 2013-04-11 04:12:33 Selected 46206 entries from 1304561 ( 3.54188 % ) 2013-04-11 04:12:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-206.root 2013-04-11 04:12:44 Selected 46906 entries from 1263999 ( 3.71092 % ) 2013-04-11 04:12:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-207.root 2013-04-11 04:12:56 Selected 45677 entries from 1315303 ( 3.47274 % ) 2013-04-11 04:13:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-208.root 2013-04-11 04:13:07 Selected 44947 entries from 1292723 ( 3.47692 % ) 2013-04-11 04:13:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-209.root 2013-04-11 04:13:18 Selected 47462 entries from 1261054 ( 3.76368 % ) 2013-04-11 04:13:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-210.root 2013-04-11 04:13:30 Selected 46721 entries from 1258503 ( 3.71243 % ) 2013-04-11 04:13:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-211.root 2013-04-11 04:13:42 Selected 45948 entries from 1321001 ( 3.47827 % ) 2013-04-11 04:13:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-212.root 2013-04-11 04:13:54 Selected 46451 entries from 1256907 ( 3.69566 % ) 2013-04-11 04:14:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-213.root 2013-04-11 04:14:06 Selected 46961 entries from 1264794 ( 3.71294 % ) 2013-04-11 04:14:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-214.root 2013-04-11 04:14:18 Selected 45077 entries from 1312166 ( 3.43531 % ) 2013-04-11 04:14:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-215.root 2013-04-11 04:14:29 Selected 45876 entries from 1310022 ( 3.50193 % ) 2013-04-11 04:14:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-216.root 2013-04-11 04:14:41 Selected 45902 entries from 1314666 ( 3.49153 % ) 2013-04-11 04:14:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-217.root 2013-04-11 04:14:52 Selected 46805 entries from 1254660 ( 3.73049 % ) 2013-04-11 04:15:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-218.root 2013-04-11 04:15:03 Selected 47778 entries from 1267013 ( 3.77092 % ) 2013-04-11 04:15:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-219.root 2013-04-11 04:15:15 Selected 45593 entries from 1307541 ( 3.48693 % ) 2013-04-11 04:15:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-220.root 2013-04-11 04:15:27 Selected 44645 entries from 1284865 ( 3.47468 % ) 2013-04-11 04:15:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-221.root 2013-04-11 04:15:38 Selected 45005 entries from 1291203 ( 3.48551 % ) 2013-04-11 04:15:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-222.root 2013-04-11 04:15:48 Selected 46437 entries from 1258753 ( 3.68913 % ) 2013-04-11 04:15:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-223.root 2013-04-11 04:16:00 Selected 46097 entries from 1319691 ( 3.49301 % ) 2013-04-11 04:16:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-224.root 2013-04-11 04:16:10 Selected 47011 entries from 1267081 ( 3.71018 % ) 2013-04-11 04:16:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-225.root 2013-04-11 04:16:22 Selected 46854 entries from 1255389 ( 3.73223 % ) 2013-04-11 04:16:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-226.root 2013-04-11 04:16:35 Selected 45530 entries from 1312106 ( 3.46999 % ) 2013-04-11 04:16:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-227.root 2013-04-11 04:16:46 Selected 45693 entries from 1299474 ( 3.51627 % ) 2013-04-11 04:16:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-228.root 2013-04-11 04:16:58 Selected 46273 entries from 1319279 ( 3.50745 % ) 2013-04-11 04:17:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-229.root 2013-04-11 04:17:10 Selected 46641 entries from 1256506 ( 3.71196 % ) 2013-04-11 04:17:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-230.root 2013-04-11 04:17:23 Selected 45321 entries from 1293728 ( 3.50313 % ) 2013-04-11 04:17:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-231.root 2013-04-11 04:17:37 Selected 45364 entries from 1289249 ( 3.51864 % ) 2013-04-11 04:17:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-232.root 2013-04-11 04:17:51 Selected 47379 entries from 1272128 ( 3.72439 % ) 2013-04-11 04:18:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-233.root 2013-04-11 04:18:03 Selected 44992 entries from 1289711 ( 3.48853 % ) 2013-04-11 04:18:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-234.root 2013-04-11 04:18:15 Selected 45142 entries from 1318892 ( 3.42272 % ) 2013-04-11 04:18:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-235.root 2013-04-11 04:18:26 Selected 47838 entries from 1281473 ( 3.73305 % ) 2013-04-11 04:18:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-236.root 2013-04-11 04:18:39 Selected 46821 entries from 1261908 ( 3.71033 % ) 2013-04-11 04:18:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-237.root 2013-04-11 04:18:52 Selected 46067 entries from 1317305 ( 3.49706 % ) 2013-04-11 04:19:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-238.root 2013-04-11 04:19:02 Selected 45482 entries from 1316536 ( 3.45467 % ) 2013-04-11 04:19:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-239.root 2013-04-11 04:19:13 Selected 46361 entries from 1292067 ( 3.58813 % ) 2013-04-11 04:19:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-240.root 2013-04-11 04:19:24 Selected 48195 entries from 1287140 ( 3.74435 % ) 2013-04-11 04:19:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-241.root 2013-04-11 04:19:36 Selected 47520 entries from 1272100 ( 3.73556 % ) 2013-04-11 04:19:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-242.root 2013-04-11 04:19:48 Selected 46447 entries from 1255028 ( 3.70087 % ) 2013-04-11 04:19:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-243.root 2013-04-11 04:20:00 Selected 47324 entries from 1272865 ( 3.71791 % ) 2013-04-11 04:20:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-244.root 2013-04-11 04:20:11 Selected 47406 entries from 1267038 ( 3.74148 % ) 2013-04-11 04:20:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-245.root 2013-04-11 04:20:22 Selected 45111 entries from 1289506 ( 3.49832 % ) 2013-04-11 04:20:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-246.root 2013-04-11 04:20:33 Selected 44868 entries from 1291169 ( 3.47499 % ) 2013-04-11 04:20:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-247.root 2013-04-11 04:20:43 Selected 47107 entries from 1262908 ( 3.73004 % ) 2013-04-11 04:20:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-248.root 2013-04-11 04:20:54 Selected 46965 entries from 1256639 ( 3.73735 % ) 2013-04-11 04:21:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-249.root 2013-04-11 04:21:06 Selected 47400 entries from 1265921 ( 3.74431 % ) 2013-04-11 04:21:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-250.root 2013-04-11 04:21:18 Selected 47833 entries from 1270353 ( 3.76533 % ) 2013-04-11 04:21:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-251.root 2013-04-11 04:21:29 Selected 46948 entries from 1266341 ( 3.70737 % ) 2013-04-11 04:21:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-252.root 2013-04-11 04:21:40 Selected 45960 entries from 1295864 ( 3.54667 % ) 2013-04-11 04:21:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-253.root 2013-04-11 04:21:50 Selected 47071 entries from 1254502 ( 3.75217 % ) 2013-04-11 04:22:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-254.root 2013-04-11 04:22:01 Selected 47215 entries from 1256579 ( 3.75742 % ) 2013-04-11 04:22:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-255.root 2013-04-11 04:22:13 Selected 45000 entries from 1306836 ( 3.44343 % ) 2013-04-11 04:22:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-256.root 2013-04-11 04:22:23 Selected 47138 entries from 1269717 ( 3.71248 % ) 2013-04-11 04:22:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-257.root 2013-04-11 04:22:33 Selected 44743 entries from 1306018 ( 3.42591 % ) 2013-04-11 04:22:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-258.root 2013-04-11 04:22:43 Selected 46165 entries from 1323809 ( 3.48729 % ) 2013-04-11 04:22:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-259.root 2013-04-11 04:22:53 Selected 45697 entries from 1314226 ( 3.4771 % ) 2013-04-11 04:23:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-260.root 2013-04-11 04:23:04 Selected 47492 entries from 1267874 ( 3.7458 % ) 2013-04-11 04:23:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-261.root 2013-04-11 04:23:15 Selected 46482 entries from 1261814 ( 3.68374 % ) 2013-04-11 04:23:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-262.root 2013-04-11 04:23:27 Selected 46752 entries from 1264296 ( 3.69787 % ) 2013-04-11 04:23:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-263.root 2013-04-11 04:23:38 Selected 47180 entries from 1264430 ( 3.73133 % ) 2013-04-11 04:23:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-264.root 2013-04-11 04:23:50 Selected 46667 entries from 1257471 ( 3.71118 % ) 2013-04-11 04:24:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-265.root 2013-04-11 04:24:04 Selected 46111 entries from 1321344 ( 3.4897 % ) 2013-04-11 04:24:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-266.root 2013-04-11 04:24:16 Selected 45861 entries from 1317132 ( 3.48188 % ) 2013-04-11 04:24:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-267.root 2013-04-11 04:24:26 Selected 45570 entries from 1322307 ( 3.44625 % ) 2013-04-11 04:24:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-268.root 2013-04-11 04:24:38 Selected 46779 entries from 1260645 ( 3.71072 % ) 2013-04-11 04:24:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-269.root 2013-04-11 04:24:49 Selected 47555 entries from 1269262 ( 3.74667 % ) 2013-04-11 04:25:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-270.root 2013-04-11 04:25:01 Selected 45688 entries from 1312633 ( 3.48064 % ) 2013-04-11 04:25:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-271.root 2013-04-11 04:25:12 Selected 46438 entries from 1257429 ( 3.69309 % ) 2013-04-11 04:25:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-272.root 2013-04-11 04:25:24 Selected 47395 entries from 1260014 ( 3.76147 % ) 2013-04-11 04:25:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-273.root 2013-04-11 04:25:36 Selected 44673 entries from 1286631 ( 3.47209 % ) 2013-04-11 04:25:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-274.root 2013-04-11 04:25:46 Selected 48069 entries from 1268417 ( 3.78968 % ) 2013-04-11 04:25:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-275.root 2013-04-11 04:25:58 Selected 46899 entries from 1262400 ( 3.71507 % ) 2013-04-11 04:26:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-276.root 2013-04-11 04:26:10 Selected 46090 entries from 1317190 ( 3.49912 % ) 2013-04-11 04:26:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-277.root 2013-04-11 04:26:21 Selected 45859 entries from 1315483 ( 3.4861 % ) 2013-04-11 04:26:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-278.root 2013-04-11 04:26:32 Selected 46589 entries from 1265834 ( 3.6805 % ) 2013-04-11 04:26:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-279.root 2013-04-11 04:26:44 Selected 45580 entries from 1318177 ( 3.45781 % ) 2013-04-11 04:26:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-280.root 2013-04-11 04:26:54 Selected 48059 entries from 1279235 ( 3.75685 % ) 2013-04-11 04:27:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-281.root 2013-04-11 04:27:07 Selected 47765 entries from 1263867 ( 3.77927 % ) 2013-04-11 04:27:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-282.root 2013-04-11 04:27:19 Selected 45377 entries from 1307533 ( 3.47043 % ) 2013-04-11 04:27:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-283.root 2013-04-11 04:27:29 Selected 44786 entries from 1288118 ( 3.47686 % ) 2013-04-11 04:27:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-284.root 2013-04-11 04:27:41 Selected 45987 entries from 1309955 ( 3.51058 % ) 2013-04-11 04:27:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-285.root 2013-04-11 04:27:52 Selected 45735 entries from 1311158 ( 3.48814 % ) 2013-04-11 04:28:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-286.root 2013-04-11 04:28:05 Selected 45667 entries from 1315809 ( 3.47064 % ) 2013-04-11 04:28:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-287.root 2013-04-11 04:28:23 Selected 45894 entries from 1315096 ( 3.48978 % ) 2013-04-11 04:28:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-288.root 2013-04-11 04:28:47 Selected 46105 entries from 1315413 ( 3.50498 % ) 2013-04-11 04:29:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-289.root 2013-04-11 04:29:17 Selected 48012 entries from 1270531 ( 3.77889 % ) 2013-04-11 04:29:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-290.root 2013-04-11 04:29:28 Selected 45136 entries from 1289455 ( 3.50039 % ) 2013-04-11 04:29:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-291.root 2013-04-11 04:29:40 Selected 47246 entries from 1265180 ( 3.73433 % ) 2013-04-11 04:29:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-292.root 2013-04-11 04:29:53 Selected 48108 entries from 1270379 ( 3.7869 % ) 2013-04-11 04:30:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-293.root 2013-04-11 04:30:07 Selected 45867 entries from 1318365 ( 3.47908 % ) 2013-04-11 04:30:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-294.root 2013-04-11 04:30:18 Selected 47431 entries from 1270828 ( 3.73229 % ) 2013-04-11 04:30:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-295.root 2013-04-11 04:30:30 Selected 47346 entries from 1265797 ( 3.74041 % ) 2013-04-11 04:30:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-296.root 2013-04-11 04:30:41 Selected 46076 entries from 1314845 ( 3.50429 % ) 2013-04-11 04:30:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-297.root 2013-04-11 04:30:51 Selected 46122 entries from 1316114 ( 3.50441 % ) 2013-04-11 04:31:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-298.root 2013-04-11 04:31:02 Selected 47702 entries from 1267305 ( 3.76405 % ) 2013-04-11 04:31:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-299.root 2013-04-11 04:31:13 Selected 47576 entries from 1266632 ( 3.7561 % ) 2013-04-11 04:31:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-300.root 2013-04-11 04:31:24 Selected 45622 entries from 1311917 ( 3.47751 % ) 2013-04-11 04:31:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-301.root 2013-04-11 04:31:35 Selected 45413 entries from 1307188 ( 3.4741 % ) 2013-04-11 04:32:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-302.root 2013-04-11 04:32:45 Selected 45739 entries from 1311798 ( 3.48674 % ) 2013-04-11 04:32:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-303.root 2013-04-11 04:32:58 Selected 46247 entries from 1253912 ( 3.68822 % ) 2013-04-11 04:33:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-304.root 2013-04-11 04:33:09 Selected 45043 entries from 1285491 ( 3.50395 % ) 2013-04-11 04:33:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-305.root 2013-04-11 04:33:19 Selected 46489 entries from 1251802 ( 3.71377 % ) 2013-04-11 04:33:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-306.root 2013-04-11 04:33:32 Selected 44890 entries from 1294168 ( 3.46864 % ) 2013-04-11 04:34:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-307.root 2013-04-11 04:34:02 Selected 47662 entries from 1269498 ( 3.7544 % ) 2013-04-11 04:34:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-308.root 2013-04-11 04:34:13 Selected 46165 entries from 1318002 ( 3.50265 % ) 2013-04-11 04:34:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-309.root 2013-04-11 04:34:26 Selected 45736 entries from 1318035 ( 3.47001 % ) 2013-04-11 04:34:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-310.root 2013-04-11 04:34:49 Selected 45897 entries from 1316249 ( 3.48695 % ) 2013-04-11 04:34:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-311.root 2013-04-11 04:35:01 Selected 45651 entries from 1318336 ( 3.46277 % ) 2013-04-11 04:35:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-312.root 2013-04-11 04:35:12 Selected 46382 entries from 1256275 ( 3.69203 % ) 2013-04-11 04:35:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-313.root 2013-04-11 04:35:24 Selected 45689 entries from 1322963 ( 3.45354 % ) 2013-04-11 04:35:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-314.root 2013-04-11 04:35:46 Selected 47805 entries from 1277367 ( 3.74246 % ) 2013-04-11 04:35:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-315.root 2013-04-11 04:35:58 Selected 45613 entries from 1321256 ( 3.45225 % ) 2013-04-11 04:36:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-316.root 2013-04-11 04:36:10 Selected 45988 entries from 1250938 ( 3.67628 % ) 2013-04-11 04:36:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-317.root 2013-04-11 04:36:21 Selected 45573 entries from 1308809 ( 3.48202 % ) 2013-04-11 04:36:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-318.root 2013-04-11 04:36:35 Selected 45582 entries from 1313330 ( 3.47072 % ) 2013-04-11 04:36:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-319.root 2013-04-11 04:36:44 Selected 45967 entries from 1315896 ( 3.49321 % ) 2013-04-11 04:36:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-320.root 2013-04-11 04:36:56 Selected 45846 entries from 1312008 ( 3.49434 % ) 2013-04-11 04:37:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-321.root 2013-04-11 04:37:44 Selected 47036 entries from 1267038 ( 3.71228 % ) 2013-04-11 04:37:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-322.root 2013-04-11 04:37:55 Selected 47248 entries from 1260774 ( 3.74754 % ) 2013-04-11 04:38:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-323.root 2013-04-11 04:38:09 Selected 46636 entries from 1254126 ( 3.71861 % ) 2013-04-11 04:38:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-324.root 2013-04-11 04:38:19 Selected 47806 entries from 1269172 ( 3.76671 % ) 2013-04-11 04:38:29 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-325.root 2013-04-11 04:38:30 Selected 45563 entries from 1291095 ( 3.52902 % ) 2013-04-11 04:38:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-326.root 2013-04-11 04:38:41 Selected 46834 entries from 1260413 ( 3.71577 % ) 2013-04-11 04:38:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-327.root 2013-04-11 04:39:07 Selected 47645 entries from 1270083 ( 3.75133 % ) 2013-04-11 04:39:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-328.root 2013-04-11 04:39:34 Selected 47220 entries from 1259391 ( 3.74943 % ) 2013-04-11 04:39:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-329.root 2013-04-11 04:39:52 Selected 45057 entries from 1290564 ( 3.49126 % ) 2013-04-11 04:40:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-330.root 2013-04-11 04:40:04 Selected 45346 entries from 1317365 ( 3.44217 % ) 2013-04-11 04:40:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-331.root 2013-04-11 04:40:14 Selected 47155 entries from 1266691 ( 3.72269 % ) 2013-04-11 04:40:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-332.root 2013-04-11 04:40:27 Selected 47507 entries from 1267528 ( 3.748 % ) 2013-04-11 04:40:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-333.root 2013-04-11 04:40:39 Selected 44906 entries from 1290422 ( 3.47995 % ) 2013-04-11 04:40:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-334.root 2013-04-11 04:40:51 Selected 45442 entries from 1315313 ( 3.45484 % ) 2013-04-11 04:40:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-335.root 2013-04-11 04:41:01 Selected 45295 entries from 1302408 ( 3.47779 % ) 2013-04-11 04:41:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-336.root 2013-04-11 04:41:11 Selected 46729 entries from 1259678 ( 3.7096 % ) 2013-04-11 04:41:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-337.root 2013-04-11 04:41:22 Selected 47008 entries from 1265612 ( 3.71425 % ) 2013-04-11 04:41:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-338.root 2013-04-11 04:41:35 Selected 45715 entries from 1316386 ( 3.47277 % ) 2013-04-11 04:41:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-339.root 2013-04-11 04:41:45 Selected 47079 entries from 1256482 ( 3.74689 % ) 2013-04-11 04:41:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-340.root 2013-04-11 04:41:56 Selected 46207 entries from 1259736 ( 3.66799 % ) 2013-04-11 04:42:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-341.root 2013-04-11 04:42:08 Selected 45190 entries from 1301505 ( 3.47213 % ) 2013-04-11 04:42:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-342.root 2013-04-11 04:42:20 Selected 47106 entries from 1265714 ( 3.72169 % ) 2013-04-11 04:42:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-343.root 2013-04-11 04:42:32 Selected 46391 entries from 1254527 ( 3.69789 % ) 2013-04-11 04:42:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-344.root 2013-04-11 04:42:44 Selected 46119 entries from 1317768 ( 3.49978 % ) 2013-04-11 04:42:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-345.root 2013-04-11 04:42:55 Selected 46789 entries from 1258942 ( 3.71653 % ) 2013-04-11 04:43:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-346.root 2013-04-11 04:43:06 Selected 46217 entries from 1318568 ( 3.50509 % ) 2013-04-11 04:43:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-347.root 2013-04-11 04:43:16 Selected 47329 entries from 1255374 ( 3.77011 % ) 2013-04-11 04:43:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-348.root 2013-04-11 04:43:29 Selected 47254 entries from 1267536 ( 3.72802 % ) 2013-04-11 04:43:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-349.root 2013-04-11 04:43:41 Selected 47363 entries from 1268425 ( 3.734 % ) 2013-04-11 04:43:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-350.root 2013-04-11 04:43:53 Selected 47613 entries from 1269841 ( 3.74952 % ) 2013-04-11 04:44:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-351.root 2013-04-11 04:44:05 Selected 45512 entries from 1290621 ( 3.52636 % ) 2013-04-11 04:44:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-352.root 2013-04-11 04:44:15 Selected 45536 entries from 1311352 ( 3.47245 % ) 2013-04-11 04:44:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-353.root 2013-04-11 04:44:26 Selected 44696 entries from 1289702 ( 3.46561 % ) 2013-04-11 04:44:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-354.root 2013-04-11 04:44:37 Selected 47190 entries from 1265688 ( 3.72841 % ) 2013-04-11 04:44:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-355.root 2013-04-11 04:44:48 Selected 45574 entries from 1314448 ( 3.46716 % ) 2013-04-11 04:44:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-356.root 2013-04-11 04:44:59 Selected 45598 entries from 1314045 ( 3.47005 % ) 2013-04-11 04:45:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-357.root 2013-04-11 04:45:10 Selected 45196 entries from 1294138 ( 3.49236 % ) 2013-04-11 04:45:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-358.root 2013-04-11 04:45:21 Selected 46303 entries from 1315429 ( 3.51999 % ) 2013-04-11 04:45:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-359.root 2013-04-11 04:45:31 Selected 45305 entries from 1317706 ( 3.43817 % ) 2013-04-11 04:45:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-360.root 2013-04-11 04:45:43 Selected 47323 entries from 1266565 ( 3.73633 % ) 2013-04-11 04:45:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-361.root 2013-04-11 04:45:55 Selected 47642 entries from 1278481 ( 3.72645 % ) 2013-04-11 04:46:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-362.root 2013-04-11 04:46:07 Selected 47919 entries from 1275748 ( 3.75615 % ) 2013-04-11 04:46:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-363.root 2013-04-11 04:46:19 Selected 47526 entries from 1269150 ( 3.74471 % ) 2013-04-11 04:46:29 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-364.root 2013-04-11 04:46:30 Selected 46532 entries from 1261829 ( 3.68766 % ) 2013-04-11 04:46:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-365.root 2013-04-11 04:46:42 Selected 46536 entries from 1262346 ( 3.68647 % ) 2013-04-11 04:46:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-366.root 2013-04-11 04:46:54 Selected 45199 entries from 1307947 ( 3.45572 % ) 2013-04-11 04:47:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-367.root 2013-04-11 04:47:05 Selected 46128 entries from 1310314 ( 3.52038 % ) 2013-04-11 04:47:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-368.root 2013-04-11 04:47:16 Selected 47500 entries from 1274344 ( 3.72741 % ) 2013-04-11 04:47:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-369.root 2013-04-11 04:47:27 Selected 46810 entries from 1318878 ( 3.54923 % ) 2013-04-11 04:47:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-370.root 2013-04-11 04:47:37 Selected 45450 entries from 1289280 ( 3.52522 % ) 2013-04-11 04:47:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-371.root 2013-04-11 04:47:48 Selected 46892 entries from 1265583 ( 3.70517 % ) 2013-04-11 04:47:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-372.root 2013-04-11 04:47:59 Selected 45201 entries from 1290506 ( 3.50258 % ) 2013-04-11 04:48:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-373.root 2013-04-11 04:48:08 Selected 47861 entries from 1274386 ( 3.75561 % ) 2013-04-11 04:48:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-374.root 2013-04-11 04:48:20 Selected 46142 entries from 1315914 ( 3.50646 % ) 2013-04-11 04:48:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-375.root 2013-04-11 04:48:30 Selected 45319 entries from 1291962 ( 3.50777 % ) 2013-04-11 04:48:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-376.root 2013-04-11 04:48:40 Selected 44976 entries from 1301234 ( 3.45641 % ) 2013-04-11 04:48:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-377.root 2013-04-11 04:48:49 Selected 47269 entries from 1263061 ( 3.74242 % ) 2013-04-11 04:48:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-378.root 2013-04-11 04:49:00 Selected 44680 entries from 1290418 ( 3.46244 % ) 2013-04-11 04:49:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-379.root 2013-04-11 04:49:11 Selected 45721 entries from 1323057 ( 3.45571 % ) 2013-04-11 04:49:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-380.root 2013-04-11 04:49:21 Selected 47823 entries from 1269112 ( 3.76823 % ) 2013-04-11 04:49:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-381.root 2013-04-11 04:49:32 Selected 44971 entries from 1316675 ( 3.4155 % ) 2013-04-11 04:49:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-382.root 2013-04-11 04:49:42 Selected 45651 entries from 1313106 ( 3.47657 % ) 2013-04-11 04:49:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-383.root 2013-04-11 04:49:53 Selected 45449 entries from 1310981 ( 3.46679 % ) 2013-04-11 04:50:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-384.root 2013-04-11 04:50:03 Selected 47494 entries from 1263290 ( 3.75955 % ) 2013-04-11 04:50:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-385.root 2013-04-11 04:50:14 Selected 44856 entries from 1285118 ( 3.49042 % ) 2013-04-11 04:50:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-386.root 2013-04-11 04:50:23 Selected 45841 entries from 1314299 ( 3.48787 % ) 2013-04-11 04:50:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-387.root 2013-04-11 04:50:33 Selected 47049 entries from 1260136 ( 3.73364 % ) 2013-04-11 04:50:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-388.root 2013-04-11 04:50:44 Selected 45287 entries from 1307574 ( 3.46344 % ) 2013-04-11 04:50:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-389.root 2013-04-11 04:50:54 Selected 45563 entries from 1316198 ( 3.46171 % ) 2013-04-11 04:51:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-390.root 2013-04-11 04:51:04 Selected 45376 entries from 1308471 ( 3.46786 % ) 2013-04-11 04:51:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-391.root 2013-04-11 04:51:14 Selected 46882 entries from 1276718 ( 3.67207 % ) 2013-04-11 04:51:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-392.root 2013-04-11 04:51:24 Selected 46621 entries from 1264640 ( 3.6865 % ) 2013-04-11 04:51:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-393.root 2013-04-11 04:51:35 Selected 47314 entries from 1274821 ( 3.71142 % ) 2013-04-11 04:51:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-394.root 2013-04-11 04:51:47 Selected 45272 entries from 1305816 ( 3.46695 % ) 2013-04-11 04:51:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-395.root 2013-04-11 04:51:56 Selected 45762 entries from 1295257 ( 3.53304 % ) 2013-04-11 04:52:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-396.root 2013-04-11 04:52:07 Selected 47524 entries from 1272333 ( 3.73519 % ) 2013-04-11 04:52:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-397.root 2013-04-11 04:52:18 Selected 45932 entries from 1318059 ( 3.48482 % ) 2013-04-11 04:52:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-398.root 2013-04-11 04:52:29 Selected 45711 entries from 1316910 ( 3.47108 % ) 2013-04-11 04:52:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-399.root 2013-04-11 04:52:42 Selected 47046 entries from 1261681 ( 3.72883 % ) 2013-04-11 04:52:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-400.root 2013-04-11 04:52:53 Selected 48367 entries from 1273314 ( 3.79851 % ) 2013-04-11 04:53:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-401.root 2013-04-11 04:53:06 Selected 46958 entries from 1254559 ( 3.74299 % ) 2013-04-11 04:53:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-402.root 2013-04-11 04:53:18 Selected 44002 entries from 1293947 ( 3.4006 % ) 2013-04-11 04:53:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-403.root 2013-04-11 04:53:29 Selected 45448 entries from 1294494 ( 3.51087 % ) 2013-04-11 04:53:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-404.root 2013-04-11 04:53:40 Selected 45314 entries from 1295436 ( 3.49797 % ) 2013-04-11 04:53:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-405.root 2013-04-11 04:53:51 Selected 47092 entries from 1266256 ( 3.719 % ) 2013-04-11 04:54:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-406.root 2013-04-11 04:54:03 Selected 45329 entries from 1318202 ( 3.4387 % ) 2013-04-11 04:54:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-407.root 2013-04-11 04:54:14 Selected 46710 entries from 1322481 ( 3.532 % ) 2013-04-11 04:54:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-408.root 2013-04-11 04:54:25 Selected 46522 entries from 1258469 ( 3.69671 % ) 2013-04-11 04:54:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-409.root 2013-04-11 04:54:37 Selected 47002 entries from 1259882 ( 3.73067 % ) 2013-04-11 04:54:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-410.root 2013-04-11 04:54:49 Selected 45310 entries from 1311715 ( 3.45426 % ) 2013-04-11 04:54:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-411.root 2013-04-11 04:55:00 Selected 45867 entries from 1317216 ( 3.48212 % ) 2013-04-11 04:55:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-412.root 2013-04-11 04:55:10 Selected 47598 entries from 1289738 ( 3.69052 % ) 2013-04-11 04:55:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-413.root 2013-04-11 04:55:22 Selected 46712 entries from 1251519 ( 3.73242 % ) 2013-04-11 04:55:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-414.root 2013-04-11 04:55:33 Selected 48166 entries from 1279533 ( 3.76434 % ) 2013-04-11 04:55:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-415.root 2013-04-11 04:55:45 Selected 46454 entries from 1257949 ( 3.69284 % ) 2013-04-11 04:55:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-416.root 2013-04-11 04:55:57 Selected 45822 entries from 1315868 ( 3.48226 % ) 2013-04-11 04:56:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-417.root 2013-04-11 04:56:12 Selected 46841 entries from 1258600 ( 3.72167 % ) 2013-04-11 04:56:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-418.root 2013-04-11 04:56:25 Selected 45375 entries from 1296373 ( 3.50015 % ) 2013-04-11 04:56:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-419.root 2013-04-11 04:56:40 Selected 45981 entries from 1254112 ( 3.66642 % ) 2013-04-11 04:56:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-420.root 2013-04-11 04:56:53 Selected 44330 entries from 1285345 ( 3.44888 % ) 2013-04-11 04:57:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-421.root 2013-04-11 04:57:07 Selected 43813 entries from 1283754 ( 3.41288 % ) 2013-04-11 04:57:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-422.root 2013-04-11 04:57:21 Selected 45996 entries from 1316798 ( 3.49302 % ) 2013-04-11 04:57:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-423.root 2013-04-11 04:57:36 Selected 46968 entries from 1256478 ( 3.73807 % ) 2013-04-11 04:57:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-424.root 2013-04-11 04:57:50 Selected 45507 entries from 1301533 ( 3.49642 % ) 2013-04-11 04:58:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-425.root 2013-04-11 04:58:03 Selected 46464 entries from 1254887 ( 3.70264 % ) 2013-04-11 04:58:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-426.root 2013-04-11 04:58:15 Selected 47591 entries from 1287750 ( 3.69567 % ) 2013-04-11 04:58:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-427.root 2013-04-11 04:58:27 Selected 47463 entries from 1261406 ( 3.76271 % ) 2013-04-11 04:58:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-428.root 2013-04-11 04:58:39 Selected 47396 entries from 1273460 ( 3.72183 % ) 2013-04-11 04:58:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-429.root 2013-04-11 04:58:52 Selected 45626 entries from 1303659 ( 3.49984 % ) 2013-04-11 04:59:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-430.root 2013-04-11 04:59:03 Selected 47167 entries from 1258450 ( 3.74802 % ) 2013-04-11 04:59:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-431.root 2013-04-11 04:59:16 Selected 46821 entries from 1257729 ( 3.72266 % ) 2013-04-11 04:59:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-432.root 2013-04-11 04:59:28 Selected 46902 entries from 1261588 ( 3.7177 % ) 2013-04-11 04:59:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-433.root 2013-04-11 04:59:40 Selected 45195 entries from 1290785 ( 3.50136 % ) 2013-04-11 04:59:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-434.root 2013-04-11 04:59:51 Selected 47909 entries from 1264618 ( 3.78842 % ) 2013-04-11 05:00:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-435.root 2013-04-11 05:00:03 Selected 46774 entries from 1261723 ( 3.70715 % ) 2013-04-11 05:00:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-436.root 2013-04-11 05:00:14 Selected 45100 entries from 1291480 ( 3.49212 % ) 2013-04-11 05:00:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-437.root 2013-04-11 05:00:26 Selected 44976 entries from 1289539 ( 3.48776 % ) 2013-04-11 05:00:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-438.root 2013-04-11 05:00:36 Selected 46884 entries from 1316028 ( 3.56254 % ) 2013-04-11 05:00:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-439.root 2013-04-11 05:00:48 Selected 46573 entries from 1258693 ( 3.70011 % ) 2013-04-11 05:00:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-440.root 2013-04-11 05:01:00 Selected 45425 entries from 1314268 ( 3.4563 % ) 2013-04-11 05:01:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-441.root 2013-04-11 05:01:11 Selected 46692 entries from 1267704 ( 3.68319 % ) 2013-04-11 05:01:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-442.root 2013-04-11 05:01:24 Selected 46036 entries from 1310626 ( 3.51252 % ) 2013-04-11 05:01:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-443.root 2013-04-11 05:01:35 Selected 47127 entries from 1268315 ( 3.71572 % ) 2013-04-11 05:01:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-444.root 2013-04-11 05:01:49 Selected 46635 entries from 1262538 ( 3.69375 % ) 2013-04-11 05:01:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-445.root 2013-04-11 05:02:01 Selected 46741 entries from 1252743 ( 3.73109 % ) 2013-04-11 05:02:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-446.root 2013-04-11 05:02:13 Selected 47205 entries from 1265998 ( 3.72868 % ) 2013-04-11 05:02:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-447.root 2013-04-11 05:02:25 Selected 47214 entries from 1269248 ( 3.71984 % ) 2013-04-11 05:02:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-448.root 2013-04-11 05:02:36 Selected 44552 entries from 1296465 ( 3.43642 % ) 2013-04-11 05:02:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-449.root 2013-04-11 05:02:49 Selected 46567 entries from 1265323 ( 3.68025 % ) 2013-04-11 05:02:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-450.root 2013-04-11 05:03:01 Selected 47096 entries from 1259671 ( 3.73875 % ) 2013-04-11 05:03:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-451.root 2013-04-11 05:03:14 Selected 45495 entries from 1319539 ( 3.4478 % ) 2013-04-11 05:03:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-452.root 2013-04-11 05:03:25 Selected 48360 entries from 1272618 ( 3.80004 % ) 2013-04-11 05:03:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-453.root 2013-04-11 05:03:37 Selected 45225 entries from 1315863 ( 3.43691 % ) 2013-04-11 05:03:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-454.root 2013-04-11 05:03:49 Selected 47277 entries from 1260567 ( 3.75046 % ) 2013-04-11 05:04:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-455.root 2013-04-11 05:04:04 Selected 45954 entries from 1315306 ( 3.49379 % ) 2013-04-11 05:04:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-456.root 2013-04-11 05:04:14 Selected 47611 entries from 1269186 ( 3.7513 % ) 2013-04-11 05:04:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-457.root 2013-04-11 05:04:27 Selected 46941 entries from 1267889 ( 3.7023 % ) 2013-04-11 05:04:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-458.root 2013-04-11 05:04:39 Selected 47122 entries from 1263039 ( 3.73084 % ) 2013-04-11 05:04:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-459.root 2013-04-11 05:04:50 Selected 48023 entries from 1291414 ( 3.71864 % ) 2013-04-11 05:05:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-460.root 2013-04-11 05:05:03 Selected 47052 entries from 1321412 ( 3.56074 % ) 2013-04-11 05:05:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-461.root 2013-04-11 05:05:14 Selected 45886 entries from 1315976 ( 3.48684 % ) 2013-04-11 05:05:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-462.root 2013-04-11 05:05:25 Selected 44806 entries from 1290838 ( 3.47108 % ) 2013-04-11 05:05:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-463.root 2013-04-11 05:05:36 Selected 45996 entries from 1316202 ( 3.4946 % ) 2013-04-11 05:05:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-464.root 2013-04-11 05:05:46 Selected 46586 entries from 1264270 ( 3.68481 % ) 2013-04-11 05:05:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-465.root 2013-04-11 05:05:59 Selected 47899 entries from 1269884 ( 3.77192 % ) 2013-04-11 05:06:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-466.root 2013-04-11 05:06:11 Selected 48053 entries from 1276042 ( 3.76579 % ) 2013-04-11 05:06:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-467.root 2013-04-11 05:06:25 Selected 47182 entries from 1262958 ( 3.73583 % ) 2013-04-11 05:06:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-468.root 2013-04-11 05:06:36 Selected 47506 entries from 1270430 ( 3.73936 % ) 2013-04-11 05:06:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-469.root 2013-04-11 05:06:49 Selected 44743 entries from 1288517 ( 3.47244 % ) 2013-04-11 05:06:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-470.root 2013-04-11 05:07:00 Selected 48162 entries from 1274953 ( 3.77755 % ) 2013-04-11 05:07:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-471.root 2013-04-11 05:07:12 Selected 46598 entries from 1258294 ( 3.70327 % ) 2013-04-11 05:07:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-472.root 2013-04-11 05:07:23 Selected 47729 entries from 1264295 ( 3.77515 % ) 2013-04-11 05:07:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-473.root 2013-04-11 05:07:35 Selected 45748 entries from 1320114 ( 3.46546 % ) 2013-04-11 05:07:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-474.root 2013-04-11 05:07:47 Selected 45039 entries from 1305713 ( 3.44938 % ) 2013-04-11 05:07:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-475.root 2013-04-11 05:07:58 Selected 47212 entries from 1260741 ( 3.74478 % ) 2013-04-11 05:08:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-476.root 2013-04-11 05:08:10 Selected 45965 entries from 1313020 ( 3.50071 % ) 2013-04-11 05:08:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-477.root 2013-04-11 05:08:22 Selected 47798 entries from 1271758 ( 3.75842 % ) 2013-04-11 05:08:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-478.root 2013-04-11 05:08:35 Selected 47372 entries from 1264501 ( 3.7463 % ) 2013-04-11 05:08:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-479.root 2013-04-11 05:08:47 Selected 47626 entries from 1270211 ( 3.74946 % ) 2013-04-11 05:08:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-480.root 2013-04-11 05:08:58 Selected 45244 entries from 1298444 ( 3.48448 % ) 2013-04-11 05:09:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-481.root 2013-04-11 05:09:10 Selected 46948 entries from 1267169 ( 3.70495 % ) 2013-04-11 05:09:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-482.root 2013-04-11 05:09:24 Selected 47556 entries from 1271817 ( 3.73922 % ) 2013-04-11 05:09:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-483.root 2013-04-11 05:09:37 Selected 46013 entries from 1311688 ( 3.50792 % ) 2013-04-11 05:09:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-484.root 2013-04-11 05:09:49 Selected 45674 entries from 1287848 ( 3.54654 % ) 2013-04-11 05:09:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-485.root 2013-04-11 05:10:00 Selected 46403 entries from 1259026 ( 3.68563 % ) 2013-04-11 05:10:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-486.root 2013-04-11 05:10:12 Selected 47396 entries from 1280992 ( 3.69995 % ) 2013-04-11 05:10:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-487.root 2013-04-11 05:10:24 Selected 45187 entries from 1292728 ( 3.49548 % ) 2013-04-11 05:10:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-488.root 2013-04-11 05:10:35 Selected 47310 entries from 1263929 ( 3.74309 % ) 2013-04-11 05:10:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-489.root 2013-04-11 05:10:47 Selected 46169 entries from 1318328 ( 3.50209 % ) 2013-04-11 05:10:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-490.root 2013-04-11 05:10:58 Selected 45605 entries from 1311907 ( 3.47624 % ) 2013-04-11 05:11:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-491.root 2013-04-11 05:11:09 Selected 46197 entries from 1259032 ( 3.66925 % ) 2013-04-11 05:11:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-492.root 2013-04-11 05:11:21 Selected 45674 entries from 1316199 ( 3.47014 % ) 2013-04-11 05:11:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-493.root 2013-04-11 05:11:33 Selected 45471 entries from 1320370 ( 3.44381 % ) 2013-04-11 05:11:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-494.root 2013-04-11 05:11:46 Selected 45641 entries from 1290503 ( 3.53668 % ) 2013-04-11 05:11:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-495.root 2013-04-11 05:11:57 Selected 46084 entries from 1310936 ( 3.51535 % ) 2013-04-11 05:12:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-496.root 2013-04-11 05:12:08 Selected 45861 entries from 1320315 ( 3.47349 % ) 2013-04-11 05:12:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-497.root 2013-04-11 05:12:20 Selected 47355 entries from 1268410 ( 3.73341 % ) 2013-04-11 05:12:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-498.root 2013-04-11 05:12:32 Selected 47000 entries from 1266359 ( 3.71143 % ) 2013-04-11 05:12:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-499.root 2013-04-11 05:12:45 Selected 45802 entries from 1312027 ( 3.49093 % ) 2013-04-11 05:12:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-500.root 2013-04-11 05:12:56 Selected 45089 entries from 1286730 ( 3.50415 % ) 2013-04-11 05:14:42 Making final performance plots ... 2013-04-11 05:14:42 Creating Eff V Purity text file : text/LongMuonEffVPurity-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-11 05:14:43 Creating Eff V OverallMisID text file : text/LongMuonEffVOverallMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-11 05:14:44 Creating Eff V Electron MisID text file : text/LongMuonEffVElectronMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-11 05:14:44 Creating Eff V Ghost MisID text file : text/LongMuonEffVGhostMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-11 05:14:44 Creating Eff V Kaon MisID text file : text/LongMuonEffVKaonMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-11 05:14:45 Creating Eff V Pion MisID text file : text/LongMuonEffVPionMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-11 05:14:45 Creating Eff V Proton MisID text file : text/LongMuonEffVProtonMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-11 05:15:31 Finished... removed `train-config.txt' removed `MVA.txt' removed `datafiles.txt' removed `TRAINING-RUNNING' Thu Apr 11 05:15:35 CEST 2013