Tue Apr 9 21:14:24 CEST 2013 Linux lxbst2707.cern.ch 2.6.18-308.1.1.el5 #1 SMP Wed Mar 7 19:25:07 CET 2012 x86_64 x86_64 x86_64 GNU/Linux LSB_EXEC_CLUSTER=batch LSB_USRCMD=$LSB_JOBFILENAME.shell LSB_BATCH_JID=387698398 LSB_TRAPSIGS=trap # 15 10 12 2 1 LSB_JOBRES_CALLBACK=44657@lxbst2707 LSB_JOB_EXECUSER=jonrob LSB_JOBID=387698398 LSB_JOBRES_PID=21060 LSB_JOBNAME=http://cern.ch/jonrob/LHCb/ANNPID/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Muon/Downstream LSB_EEXEC_REAL_UID= LSB_DJOB_RU_INTERVAL=30 LSB_HOSTS=lxbst2707 LSB_UNIXGROUP_INT=z5 LSB_DJOB_HB_INTERVAL=30 LSB_JOBFILENAME=/pool/spool/1365534701.387698398 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/1365534701.387698398 LSB_DJOB_HOSTFILE=/pool/spool/1365534701.387698398.hostfile LSB_JOB_STARTER=/usr/local/lsf/etc/job_starter '%USRCMD' LSB_DJOB_NUMPROC=1 LSB_EXIT_REQUEUE=EXCLUDE( 240 ) LSB_ACCT_FILE=/tmp/jonrob/.1365534701.387698398.acct LSB_SUB_HOST=lxplus431 LSB_QUEUE=1nw LSB_MCPU_HOSTS=lxbst2707 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/Downstream `/afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/configs/networks/TMVA-NoPreSels-NoGECs/GlobalPID_Muon_Downstream_ANN.txt' -> `./GlobalPID_Muon_Downstream_ANN.txt' 2013-04-09 21:14:36 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/Downstream/GlobalPID_Muon_Downstream_ANN.txt 2013-04-09 21:14:36 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/Downstream/train-config.txt 2013-04-09 21:14:36 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/Downstream/datafiles.txt 2013-04-09 21:14:36 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/Downstream/MVA.txt 2013-04-09 21:14:36 Particle type = Muon 2013-04-09 21:14:36 Background types = All 2013-04-09 21:14:36 Training Mix = NaturalMix 2013-04-09 21:14:36 Track type = Downstream 2013-04-09 21:14:36 Track PresSel = IsMuonTrackPreselection.txt 2013-04-09 21:14:36 Network type = TMVA 2013-04-09 21:14:36 Ghost treatment = Ghosts Ghosts 2013-04-09 21:14:36 MC Track sel. = AllTracksInEvent AllTracksInEvent 2013-04-09 21:14:36 Reweighting = ReweightRICH2 2013-04-09 21:14:36 Output file = GlobalPID_Muon_Downstream_TMVA.weights.xml 2013-04-09 21:14:36 Skipping input #RichAboveElThres 2013-04-09 21:14:36 Skipping input #RichAbovePiThres 2013-04-09 21:14:36 Skipping input #RichAbovePrThres 2013-04-09 21:14:36 Creating selection from 'IsMuonTrackPreselection.txt' 2013-04-09 21:14:36 -> # very very loose. Essentially no cuts 2013-04-09 21:14:36 -> TrackLikelihood > -100.0 2013-04-09 21:14:36 -> TrackP > 0 2013-04-09 21:14:36 -> TrackPt > 0 2013-04-09 21:14:36 -> # Is Muon preselection 2013-04-09 21:14:36 -> MuonIsMuon > 0.5 2013-04-09 21:14:36 Will use all tracks, regardless of parent type 2013-04-09 21:14:36 Using 501 data files 2013-04-09 21:14:36 Training sample size = 1000000 2013-04-09 21:14:36 Evaluation sample size = 10000000 2013-04-09 21:14:36 Reading MVA parameters 2013-04-09 21:14:36 -> NBTASK = CLA 2013-04-09 21:14:36 -> NBMOM = 0.0 2013-04-09 21:14:36 -> NBREG = ALL 2013-04-09 21:14:36 -> TMVAVALIDATIONFRAC = 0.3 2013-04-09 21:14:36 -> HiddenLayerScaleFactor = 1.4 2013-04-09 21:14:36 -> TMVAMETHOD = MLP 2013-04-09 21:14:36 -> TMVAMLPNCYCLES = 750 2013-04-09 21:14:36 -> TMVAVARTRANSFORM = Norm 2013-04-09 21:14:36 -> TMVAMLPNEURONTYPE = tanh 2013-04-09 21:14:36 -> TMVAMLPMETHOD = BP 2013-04-09 21:14:36 -> TMVAMLPESTIMATORTYPE = CE 2013-04-09 21:14:36 -> TMVABDTBOOSTTYPE = AdaBoost 2013-04-09 21:14:36 -> TMVABDTNTREES = 800 2013-04-09 21:14:36 -> TMVABDTPRUNEMETHOD = CostComplexity 2013-04-09 21:14:36 -> TMVABDTMAXTREEDEPTH = 3 2013-04-09 21:14:36 Node layer two scale = 1.4 2013-04-09 21:14:36 Input layer has 31 nodes, hidden layer has 42 nodes 2013-04-09 21:14:36 TMVA Output ROOT file Downstream-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 21:14:37 Input TrackP Type F 2013-04-09 21:14:37 Input TrackPt Type F 2013-04-09 21:14:37 Input TrackChi2PerDof Type F 2013-04-09 21:14:37 Input TrackNumDof Type I 2013-04-09 21:14:37 Input TrackLikelihood Type F 2013-04-09 21:14:37 Input TrackGhostProbability Type F 2013-04-09 21:14:37 Input TrackCloneDist Type F 2013-04-09 21:14:37 Input TrackFitTChi2 Type F 2013-04-09 21:14:37 Input TrackFitTNDoF Type I 2013-04-09 21:14:37 Input RichUsedAero Type I 2013-04-09 21:14:37 Input RichUsedR1Gas Type I 2013-04-09 21:14:37 Input RichUsedR2Gas Type I 2013-04-09 21:14:37 Input RichAboveMuThres Type I 2013-04-09 21:14:37 Input RichAboveKaThres Type I 2013-04-09 21:14:37 Input RichDLLe Type F 2013-04-09 21:14:37 Input RichDLLmu Type F 2013-04-09 21:14:37 Input RichDLLk Type F 2013-04-09 21:14:37 Input RichDLLp Type F 2013-04-09 21:14:37 Input RichDLLbt Type F 2013-04-09 21:14:37 Input MuonBkgLL Type F 2013-04-09 21:14:37 Input MuonMuLL Type F 2013-04-09 21:14:37 Input MuonNShared Type I 2013-04-09 21:14:37 Input InAccEcal Type I 2013-04-09 21:14:37 Input EcalPIDe Type F 2013-04-09 21:14:37 Input EcalPIDmu Type F 2013-04-09 21:14:37 Input InAccHcal Type I 2013-04-09 21:14:37 Input HcalPIDe Type F 2013-04-09 21:14:37 Input HcalPIDmu Type F 2013-04-09 21:14:37 Input InAccPrs Type I 2013-04-09 21:14:37 Input PrsPIDe Type F 2013-04-09 21:14:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-0.root 2013-04-09 21:14:38 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 21:14:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-1.root 2013-04-09 21:14:46 Selected 45545 entries from 1323959 ( 3.44006 % ) 2013-04-09 21:14:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-2.root 2013-04-09 21:15:01 Selected 44994 entries from 1311887 ( 3.42972 % ) 2013-04-09 21:15:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-3.root 2013-04-09 21:15:10 Selected 48054 entries from 1268988 ( 3.7868 % ) 2013-04-09 21:15:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-4.root 2013-04-09 21:15:26 Selected 44922 entries from 1313076 ( 3.42113 % ) 2013-04-09 21:15:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-5.root 2013-04-09 21:15:33 Selected 45562 entries from 1317789 ( 3.45746 % ) 2013-04-09 21:15:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-6.root 2013-04-09 21:15:49 Selected 46743 entries from 1263420 ( 3.69972 % ) 2013-04-09 21:16:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-7.root 2013-04-09 21:16:20 Selected 46998 entries from 1270811 ( 3.69827 % ) 2013-04-09 21:16:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-8.root 2013-04-09 21:16:28 Selected 45183 entries from 1306712 ( 3.45776 % ) 2013-04-09 21:16:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-9.root 2013-04-09 21:16:37 Selected 44658 entries from 1292751 ( 3.45449 % ) 2013-04-09 21:17:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-10.root 2013-04-09 21:17:32 Selected 46108 entries from 1318612 ( 3.49671 % ) 2013-04-09 21:19:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-11.root 2013-04-09 21:19:09 Selected 45345 entries from 1314477 ( 3.44966 % ) 2013-04-09 21:19:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-12.root 2013-04-09 21:19:17 Selected 47342 entries from 1262034 ( 3.75125 % ) 2013-04-09 21:19:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-13.root 2013-04-09 21:19:30 Selected 47569 entries from 1260562 ( 3.77363 % ) 2013-04-09 21:21:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-14.root 2013-04-09 21:21:21 Selected 45301 entries from 1307406 ( 3.46495 % ) 2013-04-09 21:23:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-15.root 2013-04-09 21:23:15 Selected 46079 entries from 1308525 ( 3.52145 % ) 2013-04-09 21:24:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-16.root 2013-04-09 21:25:04 Selected 45654 entries from 1313230 ( 3.47647 % ) 2013-04-09 21:26:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-17.root 2013-04-09 21:26:34 Selected 45496 entries from 1296022 ( 3.51043 % ) 2013-04-09 21:26:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-18.root 2013-04-09 21:26:45 Selected 47356 entries from 1268445 ( 3.73339 % ) 2013-04-09 21:28:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-19.root 2013-04-09 21:28:20 Selected 47096 entries from 1268717 ( 3.7121 % ) 2013-04-09 21:29:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-20.root 2013-04-09 21:29:49 Selected 47702 entries from 1282938 ( 3.71818 % ) 2013-04-09 21:29:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-21.root 2013-04-09 21:29:58 Selected 45435 entries from 1306192 ( 3.47843 % ) 2013-04-09 21:30:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-22.root 2013-04-09 21:30:11 Selected 45380 entries from 1313925 ( 3.45377 % ) 2013-04-09 21:30:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-23.root 2013-04-09 21:30:18 Selected 46723 entries from 1265427 ( 3.69227 % ) 2013-04-09 21:30:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-24.root 2013-04-09 21:30:26 Selected 46264 entries from 1316048 ( 3.51537 % ) 2013-04-09 21:30:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-25.root 2013-04-09 21:30:33 Selected 47434 entries from 1268602 ( 3.73908 % ) 2013-04-09 21:30:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-26.root 2013-04-09 21:30:45 Selected 46679 entries from 1259724 ( 3.70549 % ) 2013-04-09 21:32:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-27.root 2013-04-09 21:32:08 Selected 44983 entries from 1288818 ( 3.49025 % ) 2013-04-09 21:32:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-28.root 2013-04-09 21:32:17 Selected 47549 entries from 1285835 ( 3.69791 % ) 2013-04-09 21:32:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-29.root 2013-04-09 21:32:30 Selected 46940 entries from 1260082 ( 3.72515 % ) 2013-04-09 21:33:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-30.root 2013-04-09 21:33:57 Selected 47825 entries from 1278118 ( 3.74183 % ) 2013-04-09 21:34:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-31.root 2013-04-09 21:34:04 Selected 46773 entries from 1257356 ( 3.71995 % ) 2013-04-09 21:34:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-32.root 2013-04-09 21:34:15 Selected 45778 entries from 1305022 ( 3.50783 % ) 2013-04-09 21:35:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-33.root 2013-04-09 21:35:43 Selected 47004 entries from 1265012 ( 3.7157 % ) 2013-04-09 21:35:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-34.root 2013-04-09 21:35:51 Selected 47621 entries from 1271529 ( 3.74518 % ) 2013-04-09 21:35:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-35.root 2013-04-09 21:36:00 Selected 47075 entries from 1257409 ( 3.74381 % ) 2013-04-09 21:36:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-36.root 2013-04-09 21:36:06 Selected 47639 entries from 1290326 ( 3.69201 % ) 2013-04-09 21:36:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-37.root 2013-04-09 21:36:14 Selected 44743 entries from 1305747 ( 3.42662 % ) 2013-04-09 21:36:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-38.root 2013-04-09 21:36:25 Selected 46405 entries from 1254727 ( 3.69841 % ) 2013-04-09 21:36:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-39.root 2013-04-09 21:36:32 Selected 46813 entries from 1259827 ( 3.71583 % ) 2013-04-09 21:36:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-40.root 2013-04-09 21:36:39 Selected 45641 entries from 1321778 ( 3.453 % ) 2013-04-09 21:36:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-41.root 2013-04-09 21:36:48 Selected 46125 entries from 1309153 ( 3.52327 % ) 2013-04-09 21:36:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-42.root 2013-04-09 21:36:55 Selected 45582 entries from 1309253 ( 3.48153 % ) 2013-04-09 21:37:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-43.root 2013-04-09 21:37:02 Selected 46934 entries from 1260974 ( 3.72204 % ) 2013-04-09 21:37:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-44.root 2013-04-09 21:37:11 Selected 47964 entries from 1273689 ( 3.76575 % ) 2013-04-09 21:38:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-45.root 2013-04-09 21:38:28 Selected 47123 entries from 1271204 ( 3.70696 % ) 2013-04-09 21:38:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-46.root 2013-04-09 21:38:36 Selected 45006 entries from 1306928 ( 3.44365 % ) 2013-04-09 21:38:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-47.root 2013-04-09 21:38:44 Selected 46222 entries from 1252742 ( 3.68967 % ) 2013-04-09 21:38:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-48.root 2013-04-09 21:38:56 Selected 44895 entries from 1294364 ( 3.4685 % ) 2013-04-09 21:39:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-49.root 2013-04-09 21:39:06 Selected 44871 entries from 1305223 ( 3.4378 % ) 2013-04-09 21:39:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-50.root 2013-04-09 21:39:17 Selected 44867 entries from 1288962 ( 3.48086 % ) 2013-04-09 21:40:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-51.root 2013-04-09 21:40:20 Selected 46115 entries from 1312748 ( 3.51286 % ) 2013-04-09 21:40:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-52.root 2013-04-09 21:40:29 Selected 47155 entries from 1257790 ( 3.74904 % ) 2013-04-09 21:40:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-53.root 2013-04-09 21:40:38 Selected 45995 entries from 1322947 ( 3.47671 % ) 2013-04-09 21:40:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-54.root 2013-04-09 21:40:49 Selected 45684 entries from 1291004 ( 3.53864 % ) 2013-04-09 21:41:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-55.root 2013-04-09 21:41:45 Selected 48440 entries from 1272142 ( 3.80775 % ) 2013-04-09 21:41:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-56.root 2013-04-09 21:42:00 Selected 47495 entries from 1270075 ( 3.73954 % ) 2013-04-09 21:42:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-57.root 2013-04-09 21:42:10 Selected 47368 entries from 1265362 ( 3.74343 % ) 2013-04-09 21:42:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-58.root 2013-04-09 21:42:57 Selected 46297 entries from 1252659 ( 3.6959 % ) 2013-04-09 21:43:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-59.root 2013-04-09 21:43:41 Selected 47273 entries from 1263421 ( 3.74167 % ) 2013-04-09 21:43:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-60.root 2013-04-09 21:43:52 Selected 45502 entries from 1313543 ( 3.46407 % ) 2013-04-09 21:44:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-61.root 2013-04-09 21:44:48 Selected 47322 entries from 1260995 ( 3.75275 % ) 2013-04-09 21:44:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-62.root 2013-04-09 21:45:03 Selected 45540 entries from 1313538 ( 3.46697 % ) 2013-04-09 21:46:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-63.root 2013-04-09 21:46:05 Selected 47504 entries from 1263147 ( 3.76077 % ) 2013-04-09 21:46:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-64.root 2013-04-09 21:46:19 Selected 45663 entries from 1312982 ( 3.47781 % ) 2013-04-09 21:47:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-65.root 2013-04-09 21:47:29 Selected 46685 entries from 1263081 ( 3.69612 % ) 2013-04-09 21:47:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-66.root 2013-04-09 21:47:39 Selected 46343 entries from 1255875 ( 3.6901 % ) 2013-04-09 21:48:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-67.root 2013-04-09 21:48:45 Selected 47764 entries from 1278672 ( 3.73544 % ) 2013-04-09 21:49:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-68.root 2013-04-09 21:49:48 Selected 47433 entries from 1260556 ( 3.76286 % ) 2013-04-09 21:50:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-69.root 2013-04-09 21:50:45 Selected 47331 entries from 1287896 ( 3.67506 % ) 2013-04-09 21:50:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-70.root 2013-04-09 21:51:00 Selected 47138 entries from 1264605 ( 3.72749 % ) 2013-04-09 21:51:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-71.root 2013-04-09 21:51:46 Selected 46065 entries from 1254841 ( 3.67098 % ) 2013-04-09 21:51:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-72.root 2013-04-09 21:51:54 Selected 46669 entries from 1257446 ( 3.71141 % ) 2013-04-09 21:52:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-73.root 2013-04-09 21:52:02 Selected 45090 entries from 1310077 ( 3.44178 % ) 2013-04-09 21:52:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-74.root 2013-04-09 21:52:24 Selected 46885 entries from 1261160 ( 3.71761 % ) 2013-04-09 21:52:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-75.root 2013-04-09 21:52:32 Selected 47492 entries from 1287383 ( 3.68903 % ) 2013-04-09 21:52:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-76.root 2013-04-09 21:52:48 Selected 46983 entries from 1265776 ( 3.71179 % ) 2013-04-09 21:53:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-77.root 2013-04-09 21:53:33 Selected 45973 entries from 1313452 ( 3.50017 % ) 2013-04-09 21:53:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-78.root 2013-04-09 21:53:53 Selected 48021 entries from 1283463 ( 3.74152 % ) 2013-04-09 21:54:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-79.root 2013-04-09 21:54:34 Selected 47223 entries from 1260153 ( 3.7474 % ) 2013-04-09 21:55:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-80.root 2013-04-09 21:55:04 Selected 45654 entries from 1312121 ( 3.4794 % ) 2013-04-09 21:55:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-81.root 2013-04-09 21:55:12 Selected 44827 entries from 1300996 ( 3.44559 % ) 2013-04-09 21:55:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-82.root 2013-04-09 21:55:21 Selected 46166 entries from 1319581 ( 3.49853 % ) 2013-04-09 21:55:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-83.root 2013-04-09 21:56:01 Selected 45090 entries from 1287301 ( 3.50268 % ) 2013-04-09 21:56:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-84.root 2013-04-09 21:56:32 Selected 45031 entries from 1305760 ( 3.44864 % ) 2013-04-09 21:57:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-85.root 2013-04-09 21:57:03 Selected 46320 entries from 1255709 ( 3.68875 % ) 2013-04-09 21:57:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-86.root 2013-04-09 21:57:35 Selected 45014 entries from 1291584 ( 3.48518 % ) 2013-04-09 21:58:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-87.root 2013-04-09 21:58:25 Selected 46978 entries from 1257083 ( 3.73706 % ) 2013-04-09 21:58:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-88.root 2013-04-09 21:58:36 Selected 45498 entries from 1289234 ( 3.52907 % ) 2013-04-09 21:59:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-89.root 2013-04-09 21:59:29 Selected 45506 entries from 1315309 ( 3.45972 % ) 2013-04-09 21:59:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-90.root 2013-04-09 21:59:38 Selected 47369 entries from 1260832 ( 3.75696 % ) 2013-04-09 22:00:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-91.root 2013-04-09 22:00:31 Selected 46168 entries from 1257801 ( 3.67053 % ) 2013-04-09 22:00:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-92.root 2013-04-09 22:00:50 Selected 47929 entries from 1278544 ( 3.74872 % ) 2013-04-09 22:01:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-93.root 2013-04-09 22:01:09 Selected 46051 entries from 1321641 ( 3.48438 % ) 2013-04-09 22:01:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-94.root 2013-04-09 22:01:18 Selected 46646 entries from 1252856 ( 3.72317 % ) 2013-04-09 22:01:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-95.root 2013-04-09 22:01:28 Selected 45998 entries from 1315934 ( 3.49546 % ) 2013-04-09 22:02:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-96.root 2013-04-09 22:02:09 Selected 46515 entries from 1259232 ( 3.69392 % ) 2013-04-09 22:02:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-97.root 2013-04-09 22:02:22 Selected 47053 entries from 1265359 ( 3.71855 % ) 2013-04-09 22:02:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-98.root 2013-04-09 22:02:33 Selected 46923 entries from 1263929 ( 3.71247 % ) 2013-04-09 22:03:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-99.root 2013-04-09 22:03:16 Selected 46060 entries from 1316568 ( 3.49849 % ) 2013-04-09 22:03:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-100.root 2013-04-09 22:03:37 Selected 45188 entries from 1288463 ( 3.50712 % ) 2013-04-09 22:03:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-101.root 2013-04-09 22:03:48 Selected 46660 entries from 1258427 ( 3.7078 % ) 2013-04-09 22:04:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-102.root 2013-04-09 22:04:25 Selected 44587 entries from 1295460 ( 3.44179 % ) 2013-04-09 22:04:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-103.root 2013-04-09 22:04:34 Selected 48445 entries from 1279341 ( 3.78672 % ) 2013-04-09 22:04:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-104.root 2013-04-09 22:04:43 Selected 44811 entries from 1294884 ( 3.46062 % ) 2013-04-09 22:05:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-105.root 2013-04-09 22:05:18 Selected 45720 entries from 1291320 ( 3.54056 % ) 2013-04-09 22:05:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-106.root 2013-04-09 22:05:38 Selected 45131 entries from 1291596 ( 3.4942 % ) 2013-04-09 22:05:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-107.root 2013-04-09 22:05:52 Selected 46419 entries from 1318096 ( 3.52167 % ) 2013-04-09 22:06:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-108.root 2013-04-09 22:06:24 Selected 47720 entries from 1267597 ( 3.7646 % ) 2013-04-09 22:06:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-109.root 2013-04-09 22:06:50 Selected 47271 entries from 1262057 ( 3.74555 % ) 2013-04-09 22:07:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-110.root 2013-04-09 22:07:02 Selected 47832 entries from 1272685 ( 3.75835 % ) 2013-04-09 22:07:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-111.root 2013-04-09 22:07:19 Selected 47030 entries from 1263551 ( 3.72205 % ) 2013-04-09 22:07:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-112.root 2013-04-09 22:07:28 Selected 45822 entries from 1312370 ( 3.49155 % ) 2013-04-09 22:07:41 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-113.root 2013-04-09 22:07:42 Selected 45969 entries from 1318319 ( 3.48694 % ) 2013-04-09 22:07:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-114.root 2013-04-09 22:07:49 Selected 45192 entries from 1291420 ( 3.4994 % ) 2013-04-09 22:07:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-115.root 2013-04-09 22:07:56 Selected 46955 entries from 1288581 ( 3.64393 % ) 2013-04-09 22:08:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-116.root 2013-04-09 22:08:07 Selected 47411 entries from 1265350 ( 3.74687 % ) 2013-04-09 22:08:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-117.root 2013-04-09 22:08:37 Selected 45703 entries from 1316857 ( 3.47061 % ) 2013-04-09 22:09:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-118.root 2013-04-09 22:09:06 Selected 47113 entries from 1270002 ( 3.70968 % ) 2013-04-09 22:09:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-119.root 2013-04-09 22:09:15 Selected 47779 entries from 1279529 ( 3.73411 % ) 2013-04-09 22:09:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-120.root 2013-04-09 22:09:34 Selected 46416 entries from 1313470 ( 3.53385 % ) 2013-04-09 22:10:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-121.root 2013-04-09 22:10:13 Selected 45050 entries from 1290824 ( 3.49002 % ) 2013-04-09 22:10:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-122.root 2013-04-09 22:10:51 Selected 48237 entries from 1291340 ( 3.73542 % ) 2013-04-09 22:10:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-123.root 2013-04-09 22:11:00 Selected 45643 entries from 1317256 ( 3.46501 % ) 2013-04-09 22:11:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-124.root 2013-04-09 22:11:35 Selected 45703 entries from 1294864 ( 3.52956 % ) 2013-04-09 22:12:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-125.root 2013-04-09 22:12:10 Selected 45198 entries from 1291923 ( 3.49851 % ) 2013-04-09 22:12:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-126.root 2013-04-09 22:12:21 Selected 45147 entries from 1289449 ( 3.50126 % ) 2013-04-09 22:13:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-127.root 2013-04-09 22:13:05 Selected 47973 entries from 1288450 ( 3.72331 % ) 2013-04-09 22:13:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-128.root 2013-04-09 22:13:18 Selected 45451 entries from 1290047 ( 3.5232 % ) 2013-04-09 22:13:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-129.root 2013-04-09 22:13:51 Selected 46331 entries from 1319130 ( 3.51224 % ) 2013-04-09 22:13:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-130.root 2013-04-09 22:14:01 Selected 46848 entries from 1266226 ( 3.69981 % ) 2013-04-09 22:14:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-131.root 2013-04-09 22:14:14 Selected 46155 entries from 1316932 ( 3.50474 % ) 2013-04-09 22:14:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-132.root 2013-04-09 22:14:31 Selected 45549 entries from 1289582 ( 3.53207 % ) 2013-04-09 22:14:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-133.root 2013-04-09 22:14:41 Selected 46881 entries from 1260268 ( 3.71992 % ) 2013-04-09 22:15:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-134.root 2013-04-09 22:15:10 Selected 47717 entries from 1273538 ( 3.74681 % ) 2013-04-09 22:15:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-135.root 2013-04-09 22:15:30 Selected 45592 entries from 1317698 ( 3.45997 % ) 2013-04-09 22:15:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-136.root 2013-04-09 22:15:51 Selected 47533 entries from 1266069 ( 3.75438 % ) 2013-04-09 22:16:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-137.root 2013-04-09 22:16:06 Selected 44884 entries from 1288382 ( 3.48375 % ) 2013-04-09 22:16:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-138.root 2013-04-09 22:16:17 Selected 46928 entries from 1254928 ( 3.7395 % ) 2013-04-09 22:16:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-139.root 2013-04-09 22:16:27 Selected 47065 entries from 1261382 ( 3.73122 % ) 2013-04-09 22:16:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-140.root 2013-04-09 22:16:44 Selected 46478 entries from 1257909 ( 3.69486 % ) 2013-04-09 22:17:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-141.root 2013-04-09 22:17:02 Selected 47499 entries from 1267883 ( 3.74632 % ) 2013-04-09 22:17:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-142.root 2013-04-09 22:17:19 Selected 47088 entries from 1260184 ( 3.7366 % ) 2013-04-09 22:17:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-143.root 2013-04-09 22:17:34 Selected 45396 entries from 1303612 ( 3.48232 % ) 2013-04-09 22:17:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-144.root 2013-04-09 22:17:47 Selected 45518 entries from 1312422 ( 3.46824 % ) 2013-04-09 22:18:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-145.root 2013-04-09 22:18:06 Selected 45428 entries from 1291777 ( 3.51671 % ) 2013-04-09 22:18:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-146.root 2013-04-09 22:18:20 Selected 45331 entries from 1318604 ( 3.4378 % ) 2013-04-09 22:18:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-147.root 2013-04-09 22:18:41 Selected 45568 entries from 1310815 ( 3.47631 % ) 2013-04-09 22:18:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-148.root 2013-04-09 22:18:53 Selected 46029 entries from 1320755 ( 3.48505 % ) 2013-04-09 22:19:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-149.root 2013-04-09 22:19:15 Selected 45625 entries from 1289396 ( 3.53848 % ) 2013-04-09 22:19:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-150.root 2013-04-09 22:19:27 Selected 46933 entries from 1265621 ( 3.7083 % ) 2013-04-09 22:19:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-151.root 2013-04-09 22:19:40 Selected 47242 entries from 1258618 ( 3.75348 % ) 2013-04-09 22:19:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-152.root 2013-04-09 22:19:54 Selected 47760 entries from 1271194 ( 3.7571 % ) 2013-04-09 22:20:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-153.root 2013-04-09 22:20:09 Selected 46641 entries from 1264533 ( 3.6884 % ) 2013-04-09 22:20:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-154.root 2013-04-09 22:20:31 Selected 46278 entries from 1293344 ( 3.57817 % ) 2013-04-09 22:20:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-155.root 2013-04-09 22:20:40 Selected 46477 entries from 1258955 ( 3.69171 % ) 2013-04-09 22:21:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-156.root 2013-04-09 22:21:03 Selected 46898 entries from 1259723 ( 3.72288 % ) 2013-04-09 22:21:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-157.root 2013-04-09 22:21:20 Selected 45407 entries from 1303874 ( 3.48247 % ) 2013-04-09 22:21:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-158.root 2013-04-09 22:21:34 Selected 46619 entries from 1260731 ( 3.69778 % ) 2013-04-09 22:21:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-159.root 2013-04-09 22:21:50 Selected 47886 entries from 1276179 ( 3.75229 % ) 2013-04-09 22:22:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-160.root 2013-04-09 22:22:02 Selected 46890 entries from 1261736 ( 3.71631 % ) 2013-04-09 22:22:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-161.root 2013-04-09 22:22:11 Selected 46122 entries from 1318269 ( 3.49868 % ) 2013-04-09 22:22:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-162.root 2013-04-09 22:22:23 Selected 46775 entries from 1264588 ( 3.69883 % ) 2013-04-09 22:22:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-163.root 2013-04-09 22:22:36 Selected 45180 entries from 1297018 ( 3.48337 % ) 2013-04-09 22:22:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-164.root 2013-04-09 22:22:45 Selected 47569 entries from 1262521 ( 3.76778 % ) 2013-04-09 22:22:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-165.root 2013-04-09 22:23:00 Selected 45802 entries from 1319197 ( 3.47196 % ) 2013-04-09 22:23:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-166.root 2013-04-09 22:23:10 Selected 46758 entries from 1265717 ( 3.69419 % ) 2013-04-09 22:23:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-167.root 2013-04-09 22:23:25 Selected 44491 entries from 1290747 ( 3.44692 % ) 2013-04-09 22:23:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-168.root 2013-04-09 22:23:38 Selected 46716 entries from 1322894 ( 3.53135 % ) 2013-04-09 22:23:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-169.root 2013-04-09 22:23:47 Selected 46549 entries from 1319970 ( 3.52652 % ) 2013-04-09 22:24:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-170.root 2013-04-09 22:24:10 Selected 45950 entries from 1310696 ( 3.50577 % ) 2013-04-09 22:24:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-171.root 2013-04-09 22:24:20 Selected 45422 entries from 1313891 ( 3.45706 % ) 2013-04-09 22:24:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-172.root 2013-04-09 22:24:30 Selected 46585 entries from 1257734 ( 3.70388 % ) 2013-04-09 22:24:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-173.root 2013-04-09 22:24:40 Selected 46098 entries from 1317456 ( 3.49902 % ) 2013-04-09 22:24:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-174.root 2013-04-09 22:24:54 Selected 45096 entries from 1284915 ( 3.50965 % ) 2013-04-09 22:25:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-175.root 2013-04-09 22:25:06 Selected 47297 entries from 1264538 ( 3.74026 % ) 2013-04-09 22:25:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-176.root 2013-04-09 22:25:24 Selected 45218 entries from 1310448 ( 3.45058 % ) 2013-04-09 22:25:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-177.root 2013-04-09 22:25:35 Selected 46918 entries from 1266285 ( 3.70517 % ) 2013-04-09 22:25:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-178.root 2013-04-09 22:25:50 Selected 46272 entries from 1259343 ( 3.6743 % ) 2013-04-09 22:26:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-179.root 2013-04-09 22:26:03 Selected 46388 entries from 1257826 ( 3.68795 % ) 2013-04-09 22:26:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-180.root 2013-04-09 22:26:14 Selected 46914 entries from 1253701 ( 3.74204 % ) 2013-04-09 22:26:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-181.root 2013-04-09 22:26:23 Selected 47425 entries from 1262417 ( 3.75668 % ) 2013-04-09 22:26:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-182.root 2013-04-09 22:26:31 Selected 45972 entries from 1289751 ( 3.56441 % ) 2013-04-09 22:26:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-183.root 2013-04-09 22:26:43 Selected 45777 entries from 1314367 ( 3.48282 % ) 2013-04-09 22:26:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-184.root 2013-04-09 22:26:51 Selected 47332 entries from 1268473 ( 3.73142 % ) 2013-04-09 22:27:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-185.root 2013-04-09 22:27:04 Selected 46888 entries from 1260133 ( 3.72088 % ) 2013-04-09 22:27:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-186.root 2013-04-09 22:27:13 Selected 46159 entries from 1314595 ( 3.51127 % ) 2013-04-09 22:27:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-187.root 2013-04-09 22:27:21 Selected 47077 entries from 1263366 ( 3.72632 % ) 2013-04-09 22:27:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-188.root 2013-04-09 22:27:32 Selected 46431 entries from 1261281 ( 3.68126 % ) 2013-04-09 22:27:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-189.root 2013-04-09 22:27:41 Selected 47721 entries from 1267808 ( 3.76406 % ) 2013-04-09 22:27:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-190.root 2013-04-09 22:27:59 Selected 45737 entries from 1310234 ( 3.49075 % ) 2013-04-09 22:29:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-191.root 2013-04-09 22:29:30 Selected 48043 entries from 1270068 ( 3.78271 % ) 2013-04-09 22:31:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-192.root 2013-04-09 22:31:53 Selected 45444 entries from 1310933 ( 3.46654 % ) 2013-04-09 22:32:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-193.root 2013-04-09 22:32:03 Selected 45543 entries from 1315757 ( 3.46135 % ) 2013-04-09 22:32:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-194.root 2013-04-09 22:32:13 Selected 45526 entries from 1312580 ( 3.46844 % ) 2013-04-09 22:32:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-195.root 2013-04-09 22:32:27 Selected 48149 entries from 1278783 ( 3.76522 % ) 2013-04-09 22:32:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-196.root 2013-04-09 22:32:35 Selected 48246 entries from 1284315 ( 3.75656 % ) 2013-04-09 22:32:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-197.root 2013-04-09 22:32:41 Selected 46994 entries from 1266448 ( 3.71069 % ) 2013-04-09 22:32:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-198.root 2013-04-09 22:32:50 Selected 46648 entries from 1262379 ( 3.69525 % ) 2013-04-09 22:32:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-199.root 2013-04-09 22:32:56 Selected 45974 entries from 1309689 ( 3.5103 % ) 2013-04-09 22:33:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-200.root 2013-04-09 22:33:04 Selected 44670 entries from 1309399 ( 3.41149 % ) 2013-04-09 22:33:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-201.root 2013-04-09 22:33:12 Selected 44573 entries from 1289284 ( 3.45719 % ) 2013-04-09 22:33:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-202.root 2013-04-09 22:33:19 Selected 45655 entries from 1307134 ( 3.49276 % ) 2013-04-09 22:33:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-203.root 2013-04-09 22:33:25 Selected 47192 entries from 1291008 ( 3.65544 % ) 2013-04-09 22:33:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-204.root 2013-04-09 22:33:35 Selected 45055 entries from 1316253 ( 3.42297 % ) 2013-04-09 22:33:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-205.root 2013-04-09 22:34:00 Selected 46206 entries from 1304561 ( 3.54188 % ) 2013-04-09 22:34:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-206.root 2013-04-09 22:34:08 Selected 46906 entries from 1263999 ( 3.71092 % ) 2013-04-09 22:34:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-207.root 2013-04-09 22:34:24 Selected 45677 entries from 1315303 ( 3.47274 % ) 2013-04-09 22:34:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-208.root 2013-04-09 22:34:35 Selected 44947 entries from 1292723 ( 3.47692 % ) 2013-04-09 22:34:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-209.root 2013-04-09 22:34:48 Selected 47462 entries from 1261054 ( 3.76368 % ) 2013-04-09 22:34:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-210.root 2013-04-09 22:34:56 Selected 46721 entries from 1258503 ( 3.71243 % ) 2013-04-09 22:35:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-211.root 2013-04-09 22:35:05 Selected 45948 entries from 1321001 ( 3.47827 % ) 2013-04-09 22:35:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-212.root 2013-04-09 22:35:19 Selected 46451 entries from 1256907 ( 3.69566 % ) 2013-04-09 22:35:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-213.root 2013-04-09 22:35:33 Selected 46961 entries from 1264794 ( 3.71294 % ) 2013-04-09 22:35:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-214.root 2013-04-09 22:35:41 Selected 45077 entries from 1312166 ( 3.43531 % ) 2013-04-09 22:35:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-215.root 2013-04-09 22:35:54 Selected 45876 entries from 1310022 ( 3.50193 % ) 2013-04-09 22:36:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-216.root 2013-04-09 22:36:08 Selected 45902 entries from 1314666 ( 3.49153 % ) 2013-04-09 22:36:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-217.root 2013-04-09 22:36:18 Selected 46805 entries from 1254660 ( 3.73049 % ) 2013-04-09 22:36:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-218.root 2013-04-09 22:36:29 Selected 47778 entries from 1267013 ( 3.77092 % ) 2013-04-09 22:36:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-219.root 2013-04-09 22:36:39 Selected 45593 entries from 1307541 ( 3.48693 % ) 2013-04-09 22:36:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-220.root 2013-04-09 22:36:48 Selected 44645 entries from 1284865 ( 3.47468 % ) 2013-04-09 22:36:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-221.root 2013-04-09 22:36:57 Selected 45005 entries from 1291203 ( 3.48551 % ) 2013-04-09 22:37:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-222.root 2013-04-09 22:37:05 Selected 46437 entries from 1258753 ( 3.68913 % ) 2013-04-09 22:37:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-223.root 2013-04-09 22:37:14 Selected 46097 entries from 1319691 ( 3.49301 % ) 2013-04-09 22:37:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-224.root 2013-04-09 22:37:25 Selected 47011 entries from 1267081 ( 3.71018 % ) 2013-04-09 22:37:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-225.root 2013-04-09 22:37:35 Selected 46854 entries from 1255389 ( 3.73223 % ) 2013-04-09 22:37:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-226.root 2013-04-09 22:37:46 Selected 45530 entries from 1312106 ( 3.46999 % ) 2013-04-09 22:37:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-227.root 2013-04-09 22:37:55 Selected 45693 entries from 1299474 ( 3.51627 % ) 2013-04-09 22:38:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-228.root 2013-04-09 22:38:03 Selected 46273 entries from 1319279 ( 3.50745 % ) 2013-04-09 22:38:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-229.root 2013-04-09 22:38:11 Selected 46641 entries from 1256506 ( 3.71196 % ) 2013-04-09 22:38:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-230.root 2013-04-09 22:38:24 Selected 45321 entries from 1293728 ( 3.50313 % ) 2013-04-09 22:38:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-231.root 2013-04-09 22:38:33 Selected 45364 entries from 1289249 ( 3.51864 % ) 2013-04-09 22:38:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-232.root 2013-04-09 22:38:42 Selected 47379 entries from 1272128 ( 3.72439 % ) 2013-04-09 22:38:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-233.root 2013-04-09 22:38:51 Selected 44992 entries from 1289711 ( 3.48853 % ) 2013-04-09 22:39:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-234.root 2013-04-09 22:39:02 Selected 45142 entries from 1318892 ( 3.42272 % ) 2013-04-09 22:39:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-235.root 2013-04-09 22:39:10 Selected 47838 entries from 1281473 ( 3.73305 % ) 2013-04-09 22:39:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-236.root 2013-04-09 22:39:18 Selected 46821 entries from 1261908 ( 3.71033 % ) 2013-04-09 22:39:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-237.root 2013-04-09 22:39:29 Selected 46067 entries from 1317305 ( 3.49706 % ) 2013-04-09 22:39:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-238.root 2013-04-09 22:39:37 Selected 45482 entries from 1316536 ( 3.45467 % ) 2013-04-09 22:39:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-239.root 2013-04-09 22:39:44 Selected 46361 entries from 1292067 ( 3.58813 % ) 2013-04-09 22:39:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-240.root 2013-04-09 22:39:56 Selected 48195 entries from 1287140 ( 3.74435 % ) 2013-04-09 22:40:06 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-241.root 2013-04-09 22:40:07 Selected 47520 entries from 1272100 ( 3.73556 % ) 2013-04-09 22:40:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-242.root 2013-04-09 22:40:16 Selected 46447 entries from 1255028 ( 3.70087 % ) 2013-04-09 22:40:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-243.root 2013-04-09 22:40:24 Selected 47324 entries from 1272865 ( 3.71791 % ) 2013-04-09 22:40:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-244.root 2013-04-09 22:40:34 Selected 47406 entries from 1267038 ( 3.74148 % ) 2013-04-09 22:40:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-245.root 2013-04-09 22:40:43 Selected 45111 entries from 1289506 ( 3.49832 % ) 2013-04-09 22:40:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-246.root 2013-04-09 22:40:53 Selected 44868 entries from 1291169 ( 3.47499 % ) 2013-04-09 22:40:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-247.root 2013-04-09 22:41:01 Selected 47107 entries from 1262908 ( 3.73004 % ) 2013-04-09 22:41:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-248.root 2013-04-09 22:41:10 Selected 46965 entries from 1256639 ( 3.73735 % ) 2013-04-09 22:41:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-249.root 2013-04-09 22:41:19 Selected 47400 entries from 1265921 ( 3.74431 % ) 2013-04-09 22:41:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-250.root 2013-04-09 22:41:28 Selected 47833 entries from 1270353 ( 3.76533 % ) 2013-04-09 22:41:35 Considered 11641063 tracks for input to MVA training 2013-04-09 22:41:35 Sel. Eff. = 5.2293% 2013-04-09 22:41:35 Selected 608746 tracks for input to MVA training 2013-04-09 22:41:35 Ghost percentage = 77.4937% 2013-04-09 22:41:35 Electron percentage = 4.16611% 2013-04-09 22:41:35 Muon percentage = 3.80274% 2013-04-09 22:41:35 Pion percentage = 11.5999% 2013-04-09 22:41:35 Kaon percentage = 1.40716% 2013-04-09 22:41:35 Proton percentage = 1.52839% 2013-04-09 22:41:35 Unknown Particle type 3112 2013-04-09 22:41:35 percentage = 0.000985633% 2013-04-09 22:41:35 Unknown Particle type 3222 2013-04-09 22:41:35 percentage = 0.000164272% 2013-04-09 22:41:35 Unknown Particle type 3312 2013-04-09 22:41:35 percentage = 0.000657089% 2013-04-09 22:41:35 Unknown Particle type 1000010030 2013-04-09 22:41:35 percentage = 0.000164272% --- Factory : Add Tree TrainAssignTree_Background of type Background with 585597 events --- Factory : Add Tree TestAssignTree_Background of type Background with 585597 events --- Factory : Add Tree TrainAssignTree_Signal of type Signal with 23149 events --- Factory : Add Tree TestAssignTree_Signal of type Signal with 23149 events --- DataSetInfo : Class index : 0 name : Background --- DataSetInfo : Class index : 1 name : Signal 2013-04-09 22:41:35 TMVA MLP 'H:V:EpochMonitoring:HiddenLayers=42:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE' --- Factory : Booking method: Muon_Downstream_TMVA --- Configurable : Parsing option string: --- Configurable : ... "H:V:EpochMonitoring:HiddenLayers=42: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_Downstream_TMVA : Parsing option string: --- Muon_Downstream_TMVA : ... "H:V:EpochMonitoring:HiddenLayers=42:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE" --- Muon_Downstream_TMVA : The following options are set: --- Muon_Downstream_TMVA : - By User: --- Muon_Downstream_TMVA : NCycles: "750" [Number of training cycles] --- Muon_Downstream_TMVA : HiddenLayers: "42" [Specification of hidden layer architecture] --- Muon_Downstream_TMVA : NeuronType: "tanh" [Neuron activation function type] --- Muon_Downstream_TMVA : EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood] --- Muon_Downstream_TMVA : V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)] --- Muon_Downstream_TMVA : VarTransform: "Norm" [List of variable transformations performed before training, e.g., "D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is assumed)"] --- Muon_Downstream_TMVA : H: "True" [Print method-specific help message] --- Muon_Downstream_TMVA : TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)] --- Muon_Downstream_TMVA : EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)] --- Muon_Downstream_TMVA : - Default: --- Muon_Downstream_TMVA : RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')] --- Muon_Downstream_TMVA : NeuronInputType: "sum" [Neuron input function type] --- Muon_Downstream_TMVA : VerbosityLevel: "Default" [Verbosity level] --- Muon_Downstream_TMVA : CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)] --- Muon_Downstream_TMVA : IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)] --- Muon_Downstream_TMVA : LearningRate: "2.000000e-02" [ANN learning rate parameter] --- Muon_Downstream_TMVA : DecayRate: "1.000000e-02" [Decay rate for learning parameter] --- Muon_Downstream_TMVA : TestRate: "10" [Test for overtraining performed at each #th epochs] --- Muon_Downstream_TMVA : Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch] --- Muon_Downstream_TMVA : SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training] --- Muon_Downstream_TMVA : SamplingImportance: "1.000000e+00" [ The sampling weights of events in epochs which successful (worse estimator than before) are multiplied with SamplingImportance, else they are divided.] --- Muon_Downstream_TMVA : SamplingTraining: "True" [The training sample is sampled] --- Muon_Downstream_TMVA : SamplingTesting: "False" [The testing sample is sampled] --- Muon_Downstream_TMVA : ResetStep: "50" [How often BFGS should reset history] --- Muon_Downstream_TMVA : Tau: "3.000000e+00" [LineSearch "size step"] --- Muon_Downstream_TMVA : BPMode: "sequential" [Back-propagation learning mode: sequential or batch] --- Muon_Downstream_TMVA : BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events] --- Muon_Downstream_TMVA : ConvergenceImprove: "1.000000e-30" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)] --- Muon_Downstream_TMVA : ConvergenceTests: "-1" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)] --- Muon_Downstream_TMVA : UseRegulator: "False" [Use regulator to avoid over-training] --- Muon_Downstream_TMVA : UpdateLimit: "10000" [Maximum times of regulator update] --- Muon_Downstream_TMVA : CalculateErrors: "False" [Calculates inverse Hessian matrix at the end of the training to be able to calculate the uncertainties of an MVA value] --- Muon_Downstream_TMVA : WeightRange: "1.000000e+00" [Take the events for the estimator calculations from small deviations from the desired value to large deviations only over the weight range] --- Muon_Downstream_TMVA : Create Transformation "Norm" with events from all classes. --- Norm : Transformation, Variable selection : --- Norm : Input : variable 'TrackP' (index=0). <---> Output : variable 'TrackP' (index=0). --- Norm : Input : variable 'TrackPt' (index=1). <---> Output : variable 'TrackPt' (index=1). --- Norm : Input : variable 'TrackChi2PerDof' (index=2). <---> Output : variable 'TrackChi2PerDof' (index=2). --- Norm : Input : variable 'TrackNumDof' (index=3). <---> Output : variable 'TrackNumDof' (index=3). --- Norm : Input : variable 'TrackLikelihood' (index=4). <---> Output : variable 'TrackLikelihood' (index=4). --- Norm : Input : variable 'TrackGhostProbability' (index=5). <---> Output : variable 'TrackGhostProbability' (index=5). --- Norm : Input : variable 'TrackCloneDist' (index=6). <---> Output : variable 'TrackCloneDist' (index=6). --- Norm : Input : variable 'TrackFitTChi2' (index=7). <---> Output : variable 'TrackFitTChi2' (index=7). --- Norm : Input : variable 'TrackFitTNDoF' (index=8). <---> Output : variable 'TrackFitTNDoF' (index=8). --- Norm : Input : variable 'RichUsedAero' (index=9). <---> Output : variable 'RichUsedAero' (index=9). --- Norm : Input : variable 'RichUsedR1Gas' (index=10). <---> Output : variable 'RichUsedR1Gas' (index=10). --- Norm : Input : variable 'RichUsedR2Gas' (index=11). <---> Output : variable 'RichUsedR2Gas' (index=11). --- Norm : Input : variable 'RichAboveMuThres' (index=12). <---> Output : variable 'RichAboveMuThres' (index=12). --- Norm : Input : variable 'RichAboveKaThres' (index=13). <---> Output : variable 'RichAboveKaThres' (index=13). --- Norm : Input : variable 'RichDLLe' (index=14). <---> Output : variable 'RichDLLe' (index=14). --- Norm : Input : variable 'RichDLLmu' (index=15). <---> Output : variable 'RichDLLmu' (index=15). --- Norm : Input : variable 'RichDLLk' (index=16). <---> Output : variable 'RichDLLk' (index=16). --- Norm : Input : variable 'RichDLLp' (index=17). <---> Output : variable 'RichDLLp' (index=17). --- Norm : Input : variable 'RichDLLbt' (index=18). <---> Output : variable 'RichDLLbt' (index=18). --- Norm : Input : variable 'MuonBkgLL' (index=19). <---> Output : variable 'MuonBkgLL' (index=19). --- Norm : Input : variable 'MuonMuLL' (index=20). <---> Output : variable 'MuonMuLL' (index=20). --- Norm : Input : variable 'MuonNShared' (index=21). <---> Output : variable 'MuonNShared' (index=21). --- Norm : Input : variable 'InAccEcal' (index=22). <---> Output : variable 'InAccEcal' (index=22). --- Norm : Input : variable 'EcalPIDe' (index=23). <---> Output : variable 'EcalPIDe' (index=23). --- Norm : Input : variable 'EcalPIDmu' (index=24). <---> Output : variable 'EcalPIDmu' (index=24). --- Norm : Input : variable 'InAccHcal' (index=25). <---> Output : variable 'InAccHcal' (index=25). --- Norm : Input : variable 'HcalPIDe' (index=26). <---> Output : variable 'HcalPIDe' (index=26). --- Norm : Input : variable 'HcalPIDmu' (index=27). <---> Output : variable 'HcalPIDmu' (index=27). --- Norm : Input : variable 'InAccPrs' (index=28). <---> Output : variable 'InAccPrs' (index=28). --- Norm : Input : variable 'PrsPIDe' (index=29). <---> Output : variable 'PrsPIDe' (index=29). --- Muon_Downstream_TMVA : Building Network --- Muon_Downstream_TMVA : Initializing weights 2013-04-09 22:41:35 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 : 1171194 / sum of weights: 1.17119e+06 --- DataSetFactory : Signal -- number of events : 46298 / sum of weights: 46298 --- DataSetFactory : Background tree -- total number of entries: 1171194 --- DataSetFactory : Signal tree -- total number of entries: 46298 --- 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 : 585597 (sum of weights: 585597) - requested were 0 events --- DataSetFactory : Background -- testing events : 585597 (sum of weights: 585597) - requested were 0 events --- DataSetFactory : Background -- training and testing events: 1171194 (sum of weights: 1.17119e+06) --- DataSetFactory : Signal -- training events : 23149 (sum of weights: 23149) - requested were 0 events --- DataSetFactory : Signal -- testing events : 23149 (sum of weights: 23149) - requested were 0 events --- DataSetFactory : Signal -- training and testing events: 46298 (sum of weights: 46298) --- DataSetFactory : Create internal training tree --- DataSetFactory : Create internal testing tree --- DataSetInfo : Correlation matrix (Background): --- DataSetInfo : --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackLikelihood TrackGhostProbability TrackCloneDist TrackFitTChi2 TrackFitTNDoF RichUsedAero RichUsedR1Gas RichUsedR2Gas RichAboveMuThres RichAboveKaThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLbt MuonBkgLL MuonMuLL MuonNShared InAccEcal EcalPIDe EcalPIDmu InAccHcal HcalPIDe HcalPIDmu InAccPrs PrsPIDe --- DataSetInfo : TrackP: +1.000 +0.788 -0.000 -0.095 +0.009 -0.004 +0.002 -0.055 -0.095 -0.075 -0.030 +0.243 +0.049 +0.065 +0.050 +0.050 +0.049 +0.049 +0.050 -0.130 -0.036 -0.090 -0.111 -0.112 -0.111 -0.110 -0.110 -0.110 -0.076 -0.077 --- DataSetInfo : TrackPt: +0.788 +1.000 -0.003 -0.026 -0.014 +0.000 -0.003 +0.031 -0.018 +0.193 +0.086 +0.139 +0.102 +0.241 +0.098 +0.100 +0.102 +0.103 +0.105 -0.029 -0.019 -0.025 -0.095 -0.096 -0.094 -0.136 -0.136 -0.136 -0.064 -0.066 --- DataSetInfo : TrackChi2PerDof: -0.000 -0.003 +1.000 -0.130 -0.491 +0.041 -0.003 +0.378 -0.100 +0.054 +0.033 +0.003 +0.027 +0.050 +0.028 +0.028 +0.032 +0.032 +0.032 +0.010 +0.005 +0.041 +0.013 +0.012 +0.015 +0.009 +0.010 +0.009 +0.010 +0.008 --- DataSetInfo : TrackNumDof: -0.095 -0.026 -0.130 +1.000 +0.401 -0.002 -0.045 +0.534 +0.990 -0.044 +0.039 -0.274 -0.059 -0.111 -0.057 -0.059 -0.062 -0.063 -0.063 -0.040 -0.019 -0.064 +0.154 +0.154 +0.154 +0.088 +0.088 +0.088 +0.112 +0.113 --- DataSetInfo : TrackLikelihood: +0.009 -0.014 -0.491 +0.401 +1.000 -0.025 -0.069 -0.045 +0.379 -0.086 -0.041 -0.013 -0.031 -0.074 -0.031 -0.032 -0.035 -0.036 -0.036 -0.069 -0.035 -0.091 -0.001 -0.001 -0.003 +0.014 +0.014 +0.014 -0.009 -0.007 --- DataSetInfo : TrackGhostProbability: -0.004 +0.000 +0.041 -0.002 -0.025 +1.000 +0.000 +0.019 +0.003 +0.008 +0.002 -0.008 -0.001 +0.001 -0.001 -0.001 -0.001 -0.000 -0.000 +0.000 -0.001 +0.006 +0.008 +0.008 +0.008 +0.004 +0.004 +0.004 +0.005 +0.005 --- DataSetInfo : TrackCloneDist: +0.002 -0.003 -0.003 -0.045 -0.069 +0.000 +1.000 -0.028 -0.047 -0.008 -0.005 +0.005 -0.003 -0.006 -0.003 -0.003 -0.003 -0.003 -0.003 +0.002 +0.000 +0.002 +0.002 +0.002 +0.002 -0.002 -0.002 -0.002 +0.001 +0.001 --- DataSetInfo : TrackFitTChi2: -0.055 +0.031 +0.378 +0.534 -0.045 +0.019 -0.028 +1.000 +0.549 +0.055 +0.067 -0.143 +0.005 +0.011 +0.005 +0.005 +0.005 +0.005 +0.005 +0.020 +0.015 +0.014 +0.087 +0.086 +0.088 +0.034 +0.035 +0.034 +0.064 +0.063 --- DataSetInfo : TrackFitTNDoF: -0.095 -0.018 -0.100 +0.990 +0.379 +0.003 -0.047 +0.549 +1.000 -0.024 +0.046 -0.274 -0.053 -0.092 -0.051 -0.052 -0.056 -0.056 -0.056 -0.045 -0.023 -0.066 +0.157 +0.157 +0.158 +0.088 +0.089 +0.089 +0.114 +0.115 --- DataSetInfo : RichUsedAero: -0.075 +0.193 +0.054 -0.044 -0.086 +0.008 -0.008 +0.055 -0.024 +1.000 +0.338 -0.084 +0.268 +0.887 +0.261 +0.265 +0.274 +0.278 +0.285 +0.104 +0.018 +0.074 -0.039 -0.040 -0.037 -0.079 -0.079 -0.079 -0.032 -0.034 --- DataSetInfo : RichUsedR1Gas: -0.030 +0.086 +0.033 +0.039 -0.041 +0.002 -0.005 +0.067 +0.046 +0.338 +1.000 -0.031 +0.793 +0.352 +0.792 +0.793 +0.794 +0.795 +0.796 +0.035 +0.005 +0.023 -0.011 -0.011 -0.009 -0.031 -0.031 -0.031 -0.009 -0.010 --- DataSetInfo : RichUsedR2Gas: +0.243 +0.139 +0.003 -0.274 -0.013 -0.008 +0.005 -0.143 -0.274 -0.084 -0.031 +1.000 +0.210 +0.096 +0.210 +0.211 +0.213 +0.211 +0.213 -0.136 -0.033 -0.152 -0.101 -0.103 -0.101 -0.087 -0.088 -0.088 -0.064 -0.066 --- DataSetInfo : RichAboveMuThres: +0.049 +0.102 +0.027 -0.059 -0.031 -0.001 -0.003 +0.005 -0.053 +0.268 +0.793 +0.210 +1.000 +0.303 +0.999 +1.000 +1.000 +0.999 +0.999 -0.023 -0.010 -0.018 -0.044 -0.045 -0.043 -0.054 -0.054 -0.054 -0.032 -0.034 --- DataSetInfo : RichAboveKaThres: +0.065 +0.241 +0.050 -0.111 -0.074 +0.001 -0.006 +0.011 -0.092 +0.887 +0.352 +0.096 +0.303 +1.000 +0.296 +0.300 +0.307 +0.312 +0.318 -0.001 -0.009 +0.009 -0.117 -0.119 -0.115 -0.154 -0.154 -0.154 -0.085 -0.087 --- DataSetInfo : RichDLLe: +0.050 +0.098 +0.028 -0.057 -0.031 -0.001 -0.003 +0.005 -0.051 +0.261 +0.792 +0.210 +0.999 +0.296 +1.000 +1.000 +0.999 +0.999 +0.999 -0.025 -0.010 -0.018 -0.043 -0.044 -0.042 -0.052 -0.053 -0.053 -0.032 -0.033 --- DataSetInfo : RichDLLmu: +0.050 +0.100 +0.028 -0.059 -0.032 -0.001 -0.003 +0.005 -0.052 +0.265 +0.793 +0.211 +1.000 +0.300 +1.000 +1.000 +0.999 +0.999 +0.999 -0.024 -0.010 -0.018 -0.044 -0.045 -0.043 -0.053 -0.054 -0.053 -0.032 -0.034 --- DataSetInfo : RichDLLk: +0.049 +0.102 +0.032 -0.062 -0.035 -0.001 -0.003 +0.005 -0.056 +0.274 +0.794 +0.213 +1.000 +0.307 +0.999 +0.999 +1.000 +1.000 +1.000 -0.023 -0.010 -0.018 -0.044 -0.045 -0.043 -0.054 -0.054 -0.054 -0.032 -0.034 --- DataSetInfo : RichDLLp: +0.049 +0.103 +0.032 -0.063 -0.036 -0.000 -0.003 +0.005 -0.056 +0.278 +0.795 +0.211 +0.999 +0.312 +0.999 +0.999 +1.000 +1.000 +1.000 -0.022 -0.009 -0.016 -0.044 -0.045 -0.043 -0.054 -0.055 -0.054 -0.032 -0.034 --- DataSetInfo : RichDLLbt: +0.050 +0.105 +0.032 -0.063 -0.036 -0.000 -0.003 +0.005 -0.056 +0.285 +0.796 +0.213 +0.999 +0.318 +0.999 +0.999 +1.000 +1.000 +1.000 -0.022 -0.010 -0.017 -0.045 -0.046 -0.044 -0.055 -0.056 -0.056 -0.033 -0.035 --- DataSetInfo : MuonBkgLL: -0.130 -0.029 +0.010 -0.040 -0.069 +0.000 +0.002 +0.020 -0.045 +0.104 +0.035 -0.136 -0.023 -0.001 -0.025 -0.024 -0.023 -0.022 -0.022 +1.000 +0.819 +0.316 -0.029 -0.027 -0.030 -0.036 -0.035 -0.037 -0.023 -0.021 --- DataSetInfo : MuonMuLL: -0.036 -0.019 +0.005 -0.019 -0.035 -0.001 +0.000 +0.015 -0.023 +0.018 +0.005 -0.033 -0.010 -0.009 -0.010 -0.010 -0.010 -0.009 -0.010 +0.819 +1.000 +0.185 +0.018 +0.020 +0.017 +0.027 +0.027 +0.026 +0.009 +0.010 --- DataSetInfo : MuonNShared: -0.090 -0.025 +0.041 -0.064 -0.091 +0.006 +0.002 +0.014 -0.066 +0.074 +0.023 -0.152 -0.018 +0.009 -0.018 -0.018 -0.018 -0.016 -0.017 +0.316 +0.185 +1.000 +0.013 +0.014 +0.012 +0.023 +0.023 +0.023 +0.003 +0.004 --- DataSetInfo : InAccEcal: -0.111 -0.095 +0.013 +0.154 -0.001 +0.008 +0.002 +0.087 +0.157 -0.039 -0.011 -0.101 -0.044 -0.117 -0.043 -0.044 -0.044 -0.044 -0.045 -0.029 +0.018 +0.013 +1.000 +1.000 +1.000 +0.610 +0.610 +0.610 +0.677 +0.677 --- DataSetInfo : EcalPIDe: -0.112 -0.096 +0.012 +0.154 -0.001 +0.008 +0.002 +0.086 +0.157 -0.040 -0.011 -0.103 -0.045 -0.119 -0.044 -0.045 -0.045 -0.045 -0.046 -0.027 +0.020 +0.014 +1.000 +1.000 +1.000 +0.610 +0.610 +0.610 +0.677 +0.677 --- DataSetInfo : EcalPIDmu: -0.111 -0.094 +0.015 +0.154 -0.003 +0.008 +0.002 +0.088 +0.158 -0.037 -0.009 -0.101 -0.043 -0.115 -0.042 -0.043 -0.043 -0.043 -0.044 -0.030 +0.017 +0.012 +1.000 +1.000 +1.000 +0.609 +0.610 +0.609 +0.677 +0.677 --- DataSetInfo : InAccHcal: -0.110 -0.136 +0.009 +0.088 +0.014 +0.004 -0.002 +0.034 +0.088 -0.079 -0.031 -0.087 -0.054 -0.154 -0.052 -0.053 -0.054 -0.054 -0.055 -0.036 +0.027 +0.023 +0.610 +0.610 +0.609 +1.000 +1.000 +1.000 +0.435 +0.435 --- DataSetInfo : HcalPIDe: -0.110 -0.136 +0.010 +0.088 +0.014 +0.004 -0.002 +0.035 +0.089 -0.079 -0.031 -0.088 -0.054 -0.154 -0.053 -0.054 -0.054 -0.055 -0.056 -0.035 +0.027 +0.023 +0.610 +0.610 +0.610 +1.000 +1.000 +1.000 +0.435 +0.436 --- DataSetInfo : HcalPIDmu: -0.110 -0.136 +0.009 +0.088 +0.014 +0.004 -0.002 +0.034 +0.089 -0.079 -0.031 -0.088 -0.054 -0.154 -0.053 -0.053 -0.054 -0.054 -0.056 -0.037 +0.026 +0.023 +0.610 +0.610 +0.609 +1.000 +1.000 +1.000 +0.435 +0.435 --- DataSetInfo : InAccPrs: -0.076 -0.064 +0.010 +0.112 -0.009 +0.005 +0.001 +0.064 +0.114 -0.032 -0.009 -0.064 -0.032 -0.085 -0.032 -0.032 -0.032 -0.032 -0.033 -0.023 +0.009 +0.003 +0.677 +0.677 +0.677 +0.435 +0.435 +0.435 +1.000 +1.000 --- DataSetInfo : PrsPIDe: -0.077 -0.066 +0.008 +0.113 -0.007 +0.005 +0.001 +0.063 +0.115 -0.034 -0.010 -0.066 -0.034 -0.087 -0.033 -0.034 -0.034 -0.034 -0.035 -0.021 +0.010 +0.004 +0.677 +0.677 +0.677 +0.435 +0.436 +0.435 +1.000 +1.000 --- DataSetInfo : --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : Correlation matrix (Signal): --- DataSetInfo : --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackLikelihood TrackGhostProbability TrackCloneDist TrackFitTChi2 TrackFitTNDoF RichUsedAero RichUsedR1Gas RichUsedR2Gas RichAboveMuThres RichAboveKaThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLbt MuonBkgLL MuonMuLL MuonNShared InAccEcal EcalPIDe EcalPIDmu InAccHcal HcalPIDe HcalPIDmu InAccPrs PrsPIDe --- DataSetInfo : TrackP: +1.000 +0.493 -0.031 -0.210 +0.046 -0.064 -0.002 -0.098 -0.213 -0.239 -0.200 +0.392 +0.051 +0.114 +0.058 +0.048 +0.037 +0.034 +0.034 -0.332 -0.090 -0.138 -0.312 -0.313 -0.313 -0.247 -0.247 -0.247 -0.237 -0.237 --- DataSetInfo : TrackPt: +0.493 +1.000 -0.014 +0.027 +0.037 -0.013 -0.010 +0.032 +0.037 +0.137 +0.125 +0.151 +0.127 +0.352 +0.126 +0.127 +0.107 +0.106 +0.113 -0.269 -0.064 -0.124 -0.121 -0.123 -0.120 -0.193 -0.192 -0.193 -0.061 -0.062 --- DataSetInfo : TrackChi2PerDof: -0.031 -0.014 +1.000 -0.032 -0.553 +0.027 -0.011 +0.551 +0.012 +0.053 +0.035 -0.005 +0.024 +0.038 +0.021 +0.016 +0.029 +0.029 +0.030 +0.044 +0.023 +0.014 +0.009 +0.009 +0.009 +0.006 +0.006 +0.006 +0.012 +0.012 --- DataSetInfo : TrackNumDof: -0.210 +0.027 -0.032 +1.000 +0.290 +0.009 -0.062 +0.468 +0.986 +0.161 +0.209 -0.275 -0.023 +0.031 -0.024 -0.021 -0.023 -0.022 -0.020 +0.056 +0.038 -0.037 +0.214 +0.214 +0.216 +0.114 +0.114 +0.115 +0.165 +0.165 --- DataSetInfo : TrackLikelihood: +0.046 +0.037 -0.553 +0.290 +1.000 -0.020 -0.105 -0.143 +0.258 -0.028 -0.003 +0.010 -0.008 -0.012 -0.006 -0.002 -0.013 -0.013 -0.013 -0.057 -0.034 -0.033 -0.031 -0.031 -0.031 +0.004 +0.004 +0.004 -0.028 -0.028 --- DataSetInfo : TrackGhostProbability: -0.064 -0.013 +0.027 +0.009 -0.020 +1.000 +0.000 +0.023 +0.017 +0.022 +0.004 -0.016 +0.011 +0.011 +0.010 +0.010 +0.010 +0.011 +0.011 +0.016 +0.014 +0.008 +0.036 +0.036 +0.036 +0.021 +0.021 +0.021 +0.028 +0.028 --- DataSetInfo : TrackCloneDist: -0.002 -0.010 -0.011 -0.062 -0.105 +0.000 +1.000 -0.032 -0.062 -0.010 +0.003 +0.007 -0.002 -0.009 -0.002 -0.002 -0.002 -0.002 -0.002 -0.005 -0.009 +0.003 -0.004 -0.004 -0.004 +0.001 +0.000 +0.000 -0.009 -0.009 --- DataSetInfo : TrackFitTChi2: -0.098 +0.032 +0.551 +0.468 -0.143 +0.023 -0.032 +1.000 +0.480 +0.099 +0.114 -0.111 +0.003 +0.039 +0.001 +0.001 +0.005 +0.005 +0.007 +0.035 +0.021 -0.005 +0.102 +0.102 +0.103 +0.060 +0.060 +0.061 +0.078 +0.078 --- DataSetInfo : TrackFitTNDoF: -0.213 +0.037 +0.012 +0.986 +0.258 +0.017 -0.062 +0.480 +1.000 +0.180 +0.216 -0.277 -0.016 +0.048 -0.018 -0.015 -0.015 -0.015 -0.012 +0.058 +0.040 -0.038 +0.217 +0.216 +0.218 +0.113 +0.113 +0.114 +0.166 +0.166 --- DataSetInfo : RichUsedAero: -0.239 +0.137 +0.053 +0.161 -0.028 +0.022 -0.010 +0.099 +0.180 +1.000 +0.355 -0.251 +0.229 +0.799 +0.216 +0.233 +0.239 +0.244 +0.255 +0.172 +0.068 +0.060 +0.051 +0.051 +0.053 -0.024 -0.024 -0.023 +0.039 +0.039 --- DataSetInfo : RichUsedR1Gas: -0.200 +0.125 +0.035 +0.209 -0.003 +0.004 +0.003 +0.114 +0.216 +0.355 +1.000 -0.173 +0.644 +0.322 +0.640 +0.644 +0.646 +0.647 +0.649 +0.114 +0.051 +0.044 +0.129 +0.129 +0.130 +0.057 +0.058 +0.058 +0.099 +0.099 --- DataSetInfo : RichUsedR2Gas: +0.392 +0.151 -0.005 -0.275 +0.010 -0.016 +0.007 -0.111 -0.277 -0.251 -0.173 +1.000 +0.126 +0.044 +0.128 +0.125 +0.115 +0.113 +0.113 -0.290 -0.104 -0.139 -0.105 -0.106 -0.106 -0.028 -0.028 -0.030 -0.078 -0.080 --- DataSetInfo : RichAboveMuThres: +0.051 +0.127 +0.024 -0.023 -0.008 +0.011 -0.002 +0.003 -0.016 +0.229 +0.644 +0.126 +1.000 +0.286 +0.999 +0.999 +0.998 +0.998 +0.998 -0.013 +0.010 -0.012 -0.026 -0.026 -0.025 -0.041 -0.041 -0.041 -0.017 -0.017 --- DataSetInfo : RichAboveKaThres: +0.114 +0.352 +0.038 +0.031 -0.012 +0.011 -0.009 +0.039 +0.048 +0.799 +0.322 +0.044 +0.286 +1.000 +0.277 +0.288 +0.284 +0.290 +0.299 -0.021 +0.023 -0.021 -0.079 -0.080 -0.077 -0.128 -0.128 -0.128 -0.049 -0.050 --- DataSetInfo : RichDLLe: +0.058 +0.126 +0.021 -0.024 -0.006 +0.010 -0.002 +0.001 -0.018 +0.216 +0.640 +0.128 +0.999 +0.277 +1.000 +0.998 +0.997 +0.997 +0.997 -0.020 +0.007 -0.014 -0.027 -0.028 -0.027 -0.041 -0.041 -0.041 -0.018 -0.018 --- DataSetInfo : RichDLLmu: +0.048 +0.127 +0.016 -0.021 -0.002 +0.010 -0.002 +0.001 -0.015 +0.233 +0.644 +0.125 +0.999 +0.288 +0.998 +1.000 +0.997 +0.997 +0.997 -0.011 +0.010 -0.012 -0.025 -0.026 -0.024 -0.041 -0.041 -0.041 -0.016 -0.016 --- DataSetInfo : RichDLLk: +0.037 +0.107 +0.029 -0.023 -0.013 +0.010 -0.002 +0.005 -0.015 +0.239 +0.646 +0.115 +0.998 +0.284 +0.997 +0.997 +1.000 +1.000 +1.000 +0.001 +0.014 -0.006 -0.022 -0.022 -0.021 -0.037 -0.037 -0.037 -0.014 -0.015 --- DataSetInfo : RichDLLp: +0.034 +0.106 +0.029 -0.022 -0.013 +0.011 -0.002 +0.005 -0.015 +0.244 +0.647 +0.113 +0.998 +0.290 +0.997 +0.997 +1.000 +1.000 +1.000 +0.004 +0.016 -0.003 -0.022 -0.022 -0.021 -0.037 -0.037 -0.037 -0.014 -0.014 --- DataSetInfo : RichDLLbt: +0.034 +0.113 +0.030 -0.020 -0.013 +0.011 -0.002 +0.007 -0.012 +0.255 +0.649 +0.113 +0.998 +0.299 +0.997 +0.997 +1.000 +1.000 +1.000 +0.001 +0.015 -0.006 -0.022 -0.022 -0.021 -0.038 -0.038 -0.038 -0.014 -0.015 --- DataSetInfo : MuonBkgLL: -0.332 -0.269 +0.044 +0.056 -0.057 +0.016 -0.005 +0.035 +0.058 +0.172 +0.114 -0.290 -0.013 -0.021 -0.020 -0.011 +0.001 +0.004 +0.001 +1.000 +0.812 +0.315 +0.046 +0.047 +0.046 +0.052 +0.052 +0.053 +0.022 +0.023 --- DataSetInfo : MuonMuLL: -0.090 -0.064 +0.023 +0.038 -0.034 +0.014 -0.009 +0.021 +0.040 +0.068 +0.051 -0.104 +0.010 +0.023 +0.007 +0.010 +0.014 +0.016 +0.015 +0.812 +1.000 +0.152 +0.030 +0.031 +0.030 +0.029 +0.029 +0.029 +0.022 +0.023 --- DataSetInfo : MuonNShared: -0.138 -0.124 +0.014 -0.037 -0.033 +0.008 +0.003 -0.005 -0.038 +0.060 +0.044 -0.139 -0.012 -0.021 -0.014 -0.012 -0.006 -0.003 -0.006 +0.315 +0.152 +1.000 +0.022 +0.024 +0.021 +0.051 +0.051 +0.051 +0.008 +0.009 --- DataSetInfo : InAccEcal: -0.312 -0.121 +0.009 +0.214 -0.031 +0.036 -0.004 +0.102 +0.217 +0.051 +0.129 -0.105 -0.026 -0.079 -0.027 -0.025 -0.022 -0.022 -0.022 +0.046 +0.030 +0.022 +1.000 +1.000 +1.000 +0.523 +0.523 +0.523 +0.623 +0.623 --- DataSetInfo : EcalPIDe: -0.313 -0.123 +0.009 +0.214 -0.031 +0.036 -0.004 +0.102 +0.216 +0.051 +0.129 -0.106 -0.026 -0.080 -0.028 -0.026 -0.022 -0.022 -0.022 +0.047 +0.031 +0.024 +1.000 +1.000 +1.000 +0.523 +0.523 +0.523 +0.623 +0.623 --- DataSetInfo : EcalPIDmu: -0.313 -0.120 +0.009 +0.216 -0.031 +0.036 -0.004 +0.103 +0.218 +0.053 +0.130 -0.106 -0.025 -0.077 -0.027 -0.024 -0.021 -0.021 -0.021 +0.046 +0.030 +0.021 +1.000 +1.000 +1.000 +0.523 +0.523 +0.523 +0.623 +0.623 --- DataSetInfo : InAccHcal: -0.247 -0.193 +0.006 +0.114 +0.004 +0.021 +0.001 +0.060 +0.113 -0.024 +0.057 -0.028 -0.041 -0.128 -0.041 -0.041 -0.037 -0.037 -0.038 +0.052 +0.029 +0.051 +0.523 +0.523 +0.523 +1.000 +1.000 +1.000 +0.312 +0.312 --- DataSetInfo : HcalPIDe: -0.247 -0.192 +0.006 +0.114 +0.004 +0.021 +0.000 +0.060 +0.113 -0.024 +0.058 -0.028 -0.041 -0.128 -0.041 -0.041 -0.037 -0.037 -0.038 +0.052 +0.029 +0.051 +0.523 +0.523 +0.523 +1.000 +1.000 +1.000 +0.312 +0.312 --- DataSetInfo : HcalPIDmu: -0.247 -0.193 +0.006 +0.115 +0.004 +0.021 +0.000 +0.061 +0.114 -0.023 +0.058 -0.030 -0.041 -0.128 -0.041 -0.041 -0.037 -0.037 -0.038 +0.053 +0.029 +0.051 +0.523 +0.523 +0.523 +1.000 +1.000 +1.000 +0.312 +0.312 --- DataSetInfo : InAccPrs: -0.237 -0.061 +0.012 +0.165 -0.028 +0.028 -0.009 +0.078 +0.166 +0.039 +0.099 -0.078 -0.017 -0.049 -0.018 -0.016 -0.014 -0.014 -0.014 +0.022 +0.022 +0.008 +0.623 +0.623 +0.623 +0.312 +0.312 +0.312 +1.000 +1.000 --- DataSetInfo : PrsPIDe: -0.237 -0.062 +0.012 +0.165 -0.028 +0.028 -0.009 +0.078 +0.166 +0.039 +0.099 -0.080 -0.017 -0.050 -0.018 -0.016 -0.015 -0.014 -0.015 +0.023 +0.023 +0.009 +0.623 +0.623 +0.623 +0.312 +0.312 +0.312 +1.000 +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 'TrackCloneDist' (index=6). <---> Output : variable 'TrackCloneDist' (index=6). --- Id : Input : variable 'TrackFitTChi2' (index=7). <---> Output : variable 'TrackFitTChi2' (index=7). --- Id : Input : variable 'TrackFitTNDoF' (index=8). <---> Output : variable 'TrackFitTNDoF' (index=8). --- Id : Input : variable 'RichUsedAero' (index=9). <---> Output : variable 'RichUsedAero' (index=9). --- Id : Input : variable 'RichUsedR1Gas' (index=10). <---> Output : variable 'RichUsedR1Gas' (index=10). --- Id : Input : variable 'RichUsedR2Gas' (index=11). <---> Output : variable 'RichUsedR2Gas' (index=11). --- Id : Input : variable 'RichAboveMuThres' (index=12). <---> Output : variable 'RichAboveMuThres' (index=12). --- Id : Input : variable 'RichAboveKaThres' (index=13). <---> Output : variable 'RichAboveKaThres' (index=13). --- Id : Input : variable 'RichDLLe' (index=14). <---> Output : variable 'RichDLLe' (index=14). --- Id : Input : variable 'RichDLLmu' (index=15). <---> Output : variable 'RichDLLmu' (index=15). --- Id : Input : variable 'RichDLLk' (index=16). <---> Output : variable 'RichDLLk' (index=16). --- Id : Input : variable 'RichDLLp' (index=17). <---> Output : variable 'RichDLLp' (index=17). --- Id : Input : variable 'RichDLLbt' (index=18). <---> Output : variable 'RichDLLbt' (index=18). --- Id : Input : variable 'MuonBkgLL' (index=19). <---> Output : variable 'MuonBkgLL' (index=19). --- Id : Input : variable 'MuonMuLL' (index=20). <---> Output : variable 'MuonMuLL' (index=20). --- Id : Input : variable 'MuonNShared' (index=21). <---> Output : variable 'MuonNShared' (index=21). --- Id : Input : variable 'InAccEcal' (index=22). <---> Output : variable 'InAccEcal' (index=22). --- Id : Input : variable 'EcalPIDe' (index=23). <---> Output : variable 'EcalPIDe' (index=23). --- Id : Input : variable 'EcalPIDmu' (index=24). <---> Output : variable 'EcalPIDmu' (index=24). --- Id : Input : variable 'InAccHcal' (index=25). <---> Output : variable 'InAccHcal' (index=25). --- Id : Input : variable 'HcalPIDe' (index=26). <---> Output : variable 'HcalPIDe' (index=26). --- Id : Input : variable 'HcalPIDmu' (index=27). <---> Output : variable 'HcalPIDmu' (index=27). --- Id : Input : variable 'InAccPrs' (index=28). <---> Output : variable 'InAccPrs' (index=28). --- Id : Input : variable 'PrsPIDe' (index=29). <---> Output : variable 'PrsPIDe' (index=29). --- 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 'TrackCloneDist' (index=6). <---> Output : variable 'TrackCloneDist' (index=6). --- Deco : Input : variable 'TrackFitTChi2' (index=7). <---> Output : variable 'TrackFitTChi2' (index=7). --- Deco : Input : variable 'TrackFitTNDoF' (index=8). <---> Output : variable 'TrackFitTNDoF' (index=8). --- Deco : Input : variable 'RichUsedAero' (index=9). <---> Output : variable 'RichUsedAero' (index=9). --- Deco : Input : variable 'RichUsedR1Gas' (index=10). <---> Output : variable 'RichUsedR1Gas' (index=10). --- Deco : Input : variable 'RichUsedR2Gas' (index=11). <---> Output : variable 'RichUsedR2Gas' (index=11). --- Deco : Input : variable 'RichAboveMuThres' (index=12). <---> Output : variable 'RichAboveMuThres' (index=12). --- Deco : Input : variable 'RichAboveKaThres' (index=13). <---> Output : variable 'RichAboveKaThres' (index=13). --- Deco : Input : variable 'RichDLLe' (index=14). <---> Output : variable 'RichDLLe' (index=14). --- Deco : Input : variable 'RichDLLmu' (index=15). <---> Output : variable 'RichDLLmu' (index=15). --- Deco : Input : variable 'RichDLLk' (index=16). <---> Output : variable 'RichDLLk' (index=16). --- Deco : Input : variable 'RichDLLp' (index=17). <---> Output : variable 'RichDLLp' (index=17). --- Deco : Input : variable 'RichDLLbt' (index=18). <---> Output : variable 'RichDLLbt' (index=18). --- Deco : Input : variable 'MuonBkgLL' (index=19). <---> Output : variable 'MuonBkgLL' (index=19). --- Deco : Input : variable 'MuonMuLL' (index=20). <---> Output : variable 'MuonMuLL' (index=20). --- Deco : Input : variable 'MuonNShared' (index=21). <---> Output : variable 'MuonNShared' (index=21). --- Deco : Input : variable 'InAccEcal' (index=22). <---> Output : variable 'InAccEcal' (index=22). --- Deco : Input : variable 'EcalPIDe' (index=23). <---> Output : variable 'EcalPIDe' (index=23). --- Deco : Input : variable 'EcalPIDmu' (index=24). <---> Output : variable 'EcalPIDmu' (index=24). --- Deco : Input : variable 'InAccHcal' (index=25). <---> Output : variable 'InAccHcal' (index=25). --- Deco : Input : variable 'HcalPIDe' (index=26). <---> Output : variable 'HcalPIDe' (index=26). --- Deco : Input : variable 'HcalPIDmu' (index=27). <---> Output : variable 'HcalPIDmu' (index=27). --- Deco : Input : variable 'InAccPrs' (index=28). <---> Output : variable 'InAccPrs' (index=28). --- Deco : Input : variable 'PrsPIDe' (index=29). <---> Output : variable 'PrsPIDe' (index=29). --- 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 'TrackCloneDist' (index=6). <---> Output : variable 'TrackCloneDist' (index=6). --- PCA : Input : variable 'TrackFitTChi2' (index=7). <---> Output : variable 'TrackFitTChi2' (index=7). --- PCA : Input : variable 'TrackFitTNDoF' (index=8). <---> Output : variable 'TrackFitTNDoF' (index=8). --- PCA : Input : variable 'RichUsedAero' (index=9). <---> Output : variable 'RichUsedAero' (index=9). --- PCA : Input : variable 'RichUsedR1Gas' (index=10). <---> Output : variable 'RichUsedR1Gas' (index=10). --- PCA : Input : variable 'RichUsedR2Gas' (index=11). <---> Output : variable 'RichUsedR2Gas' (index=11). --- PCA : Input : variable 'RichAboveMuThres' (index=12). <---> Output : variable 'RichAboveMuThres' (index=12). --- PCA : Input : variable 'RichAboveKaThres' (index=13). <---> Output : variable 'RichAboveKaThres' (index=13). --- PCA : Input : variable 'RichDLLe' (index=14). <---> Output : variable 'RichDLLe' (index=14). --- PCA : Input : variable 'RichDLLmu' (index=15). <---> Output : variable 'RichDLLmu' (index=15). --- PCA : Input : variable 'RichDLLk' (index=16). <---> Output : variable 'RichDLLk' (index=16). --- PCA : Input : variable 'RichDLLp' (index=17). <---> Output : variable 'RichDLLp' (index=17). --- PCA : Input : variable 'RichDLLbt' (index=18). <---> Output : variable 'RichDLLbt' (index=18). --- PCA : Input : variable 'MuonBkgLL' (index=19). <---> Output : variable 'MuonBkgLL' (index=19). --- PCA : Input : variable 'MuonMuLL' (index=20). <---> Output : variable 'MuonMuLL' (index=20). --- PCA : Input : variable 'MuonNShared' (index=21). <---> Output : variable 'MuonNShared' (index=21). --- PCA : Input : variable 'InAccEcal' (index=22). <---> Output : variable 'InAccEcal' (index=22). --- PCA : Input : variable 'EcalPIDe' (index=23). <---> Output : variable 'EcalPIDe' (index=23). --- PCA : Input : variable 'EcalPIDmu' (index=24). <---> Output : variable 'EcalPIDmu' (index=24). --- PCA : Input : variable 'InAccHcal' (index=25). <---> Output : variable 'InAccHcal' (index=25). --- PCA : Input : variable 'HcalPIDe' (index=26). <---> Output : variable 'HcalPIDe' (index=26). --- PCA : Input : variable 'HcalPIDmu' (index=27). <---> Output : variable 'HcalPIDmu' (index=27). --- PCA : Input : variable 'InAccPrs' (index=28). <---> Output : variable 'InAccPrs' (index=28). --- PCA : Input : variable 'PrsPIDe' (index=29). <---> Output : variable 'PrsPIDe' (index=29). --- 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 'TrackCloneDist' (index=6). <---> Output : variable 'TrackCloneDist' (index=6). --- Gauss : Input : variable 'TrackFitTChi2' (index=7). <---> Output : variable 'TrackFitTChi2' (index=7). --- Gauss : Input : variable 'TrackFitTNDoF' (index=8). <---> Output : variable 'TrackFitTNDoF' (index=8). --- Gauss : Input : variable 'RichUsedAero' (index=9). <---> Output : variable 'RichUsedAero' (index=9). --- Gauss : Input : variable 'RichUsedR1Gas' (index=10). <---> Output : variable 'RichUsedR1Gas' (index=10). --- Gauss : Input : variable 'RichUsedR2Gas' (index=11). <---> Output : variable 'RichUsedR2Gas' (index=11). --- Gauss : Input : variable 'RichAboveMuThres' (index=12). <---> Output : variable 'RichAboveMuThres' (index=12). --- Gauss : Input : variable 'RichAboveKaThres' (index=13). <---> Output : variable 'RichAboveKaThres' (index=13). --- Gauss : Input : variable 'RichDLLe' (index=14). <---> Output : variable 'RichDLLe' (index=14). --- Gauss : Input : variable 'RichDLLmu' (index=15). <---> Output : variable 'RichDLLmu' (index=15). --- Gauss : Input : variable 'RichDLLk' (index=16). <---> Output : variable 'RichDLLk' (index=16). --- Gauss : Input : variable 'RichDLLp' (index=17). <---> Output : variable 'RichDLLp' (index=17). --- Gauss : Input : variable 'RichDLLbt' (index=18). <---> Output : variable 'RichDLLbt' (index=18). --- Gauss : Input : variable 'MuonBkgLL' (index=19). <---> Output : variable 'MuonBkgLL' (index=19). --- Gauss : Input : variable 'MuonMuLL' (index=20). <---> Output : variable 'MuonMuLL' (index=20). --- Gauss : Input : variable 'MuonNShared' (index=21). <---> Output : variable 'MuonNShared' (index=21). --- Gauss : Input : variable 'InAccEcal' (index=22). <---> Output : variable 'InAccEcal' (index=22). --- Gauss : Input : variable 'EcalPIDe' (index=23). <---> Output : variable 'EcalPIDe' (index=23). --- Gauss : Input : variable 'EcalPIDmu' (index=24). <---> Output : variable 'EcalPIDmu' (index=24). --- Gauss : Input : variable 'InAccHcal' (index=25). <---> Output : variable 'InAccHcal' (index=25). --- Gauss : Input : variable 'HcalPIDe' (index=26). <---> Output : variable 'HcalPIDe' (index=26). --- Gauss : Input : variable 'HcalPIDmu' (index=27). <---> Output : variable 'HcalPIDmu' (index=27). --- Gauss : Input : variable 'InAccPrs' (index=28). <---> Output : variable 'InAccPrs' (index=28). --- Gauss : Input : variable 'PrsPIDe' (index=29). <---> Output : variable 'PrsPIDe' (index=29). --- 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 'TrackCloneDist' (index=6). <---> Output : variable 'TrackCloneDist' (index=6). --- Deco : Input : variable 'TrackFitTChi2' (index=7). <---> Output : variable 'TrackFitTChi2' (index=7). --- Deco : Input : variable 'TrackFitTNDoF' (index=8). <---> Output : variable 'TrackFitTNDoF' (index=8). --- Deco : Input : variable 'RichUsedAero' (index=9). <---> Output : variable 'RichUsedAero' (index=9). --- Deco : Input : variable 'RichUsedR1Gas' (index=10). <---> Output : variable 'RichUsedR1Gas' (index=10). --- Deco : Input : variable 'RichUsedR2Gas' (index=11). <---> Output : variable 'RichUsedR2Gas' (index=11). --- Deco : Input : variable 'RichAboveMuThres' (index=12). <---> Output : variable 'RichAboveMuThres' (index=12). --- Deco : Input : variable 'RichAboveKaThres' (index=13). <---> Output : variable 'RichAboveKaThres' (index=13). --- Deco : Input : variable 'RichDLLe' (index=14). <---> Output : variable 'RichDLLe' (index=14). --- Deco : Input : variable 'RichDLLmu' (index=15). <---> Output : variable 'RichDLLmu' (index=15). --- Deco : Input : variable 'RichDLLk' (index=16). <---> Output : variable 'RichDLLk' (index=16). --- Deco : Input : variable 'RichDLLp' (index=17). <---> Output : variable 'RichDLLp' (index=17). --- Deco : Input : variable 'RichDLLbt' (index=18). <---> Output : variable 'RichDLLbt' (index=18). --- Deco : Input : variable 'MuonBkgLL' (index=19). <---> Output : variable 'MuonBkgLL' (index=19). --- Deco : Input : variable 'MuonMuLL' (index=20). <---> Output : variable 'MuonMuLL' (index=20). --- Deco : Input : variable 'MuonNShared' (index=21). <---> Output : variable 'MuonNShared' (index=21). --- Deco : Input : variable 'InAccEcal' (index=22). <---> Output : variable 'InAccEcal' (index=22). --- Deco : Input : variable 'EcalPIDe' (index=23). <---> Output : variable 'EcalPIDe' (index=23). --- Deco : Input : variable 'EcalPIDmu' (index=24). <---> Output : variable 'EcalPIDmu' (index=24). --- Deco : Input : variable 'InAccHcal' (index=25). <---> Output : variable 'InAccHcal' (index=25). --- Deco : Input : variable 'HcalPIDe' (index=26). <---> Output : variable 'HcalPIDe' (index=26). --- Deco : Input : variable 'HcalPIDmu' (index=27). <---> Output : variable 'HcalPIDmu' (index=27). --- Deco : Input : variable 'InAccPrs' (index=28). <---> Output : variable 'InAccPrs' (index=28). --- Deco : Input : variable 'PrsPIDe' (index=29). <---> Output : variable 'PrsPIDe' (index=29). --- Id : Preparing the Identity transformation... --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Variable Mean RMS [ Min Max ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : TrackP: 6080.5 9246.7 [ 2824.8 3.9161e+06 ] --- TFHandler_Factory : TrackPt: 367.34 543.62 [ 0.77845 2.3116e+05 ] --- TFHandler_Factory : TrackChi2PerDof: 1.6350 0.64966 [ 0.0045659 3.0000 ] --- TFHandler_Factory : TrackNumDof: 17.349 4.3166 [ 3.0000 27.000 ] --- TFHandler_Factory : TrackLikelihood: -10.798 8.7297 [ -99.358 0.40841 ] --- TFHandler_Factory : TrackGhostProbability: 0.57032 7.2524 [ -999.00 1.0000 ] --- TFHandler_Factory : TrackCloneDist: -997.08 78.181 [ -999.00 4980.4 ] --- TFHandler_Factory : TrackFitTChi2: 15.899 8.0172 [ 0.00017591 63.611 ] --- TFHandler_Factory : TrackFitTNDoF: 13.710 4.2177 [ 1.0000 22.000 ] --- TFHandler_Factory : RichUsedAero: 0.41887 0.49337 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichUsedR1Gas: 0.86196 0.34495 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichUsedR2Gas: 0.30095 0.45867 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAboveMuThres: 0.90907 0.28752 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAboveKaThres: 0.47972 0.49959 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichDLLe: -94.391 286.28 [ -999.00 113.69 ] --- TFHandler_Factory : RichDLLmu: -92.228 286.85 [ -999.00 89.555 ] --- TFHandler_Factory : RichDLLk: -87.694 288.37 [ -999.00 61.649 ] --- TFHandler_Factory : RichDLLp: -86.189 288.86 [ -999.00 69.834 ] --- TFHandler_Factory : RichDLLbt: -84.285 289.49 [ -999.00 57.601 ] --- TFHandler_Factory : MuonBkgLL: -1.1243 1.2133 [ -9.8639 0.026800 ] --- TFHandler_Factory : MuonMuLL: -0.26830 0.53745 [ -10.999 0.0000 ] --- TFHandler_Factory : MuonNShared: 5.6115 5.9819 [ 1.0000 108.00 ] --- TFHandler_Factory : InAccEcal: 0.98123 0.13573 [ 0.0000 1.0000 ] --- TFHandler_Factory : EcalPIDe: -19.951 135.44 [ -999.00 4.0548 ] --- TFHandler_Factory : EcalPIDmu: -19.241 135.54 [ -999.00 2.5061 ] --- TFHandler_Factory : InAccHcal: 0.97063 0.16884 [ 0.0000 1.0000 ] --- TFHandler_Factory : HcalPIDe: -30.286 168.51 [ -999.00 3.1280 ] --- TFHandler_Factory : HcalPIDmu: -29.410 168.67 [ -999.00 2.6102 ] --- TFHandler_Factory : InAccPrs: 0.98996 0.099697 [ 0.0000 1.0000 ] --- TFHandler_Factory : PrsPIDe: -11.666 99.447 [ -999.00 3.4631 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Id --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 30 input variables and 0 target values would require 435 two-dimensional --- TFHandler_Factory : | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Factory : | suppression does not have any consequences for your analysis, other --- TFHandler_Factory : | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Factory : | number of input variables allowed to generate scatter plots in your --- TFHandler_Factory : | script via the command line: --- TFHandler_Factory : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Factory : --- TFHandler_Factory : Some more output --- 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; 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 --- 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 --- 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: 0.64737 1.0000 [ 0.20047 420.74 ] --- TFHandler_Factory : TrackPt: 0.28015 1.0000 [ -117.57 370.05 ] --- TFHandler_Factory : TrackChi2PerDof: 2.6044 1.0000 [ -12.887 29.370 ] --- TFHandler_Factory : TrackNumDof: 7.6256 1.0000 [ 2.5584 40.625 ] --- TFHandler_Factory : TrackLikelihood: -2.7550 1.0000 [ -14.148 2.4754 ] --- TFHandler_Factory : TrackGhostProbability: 0.050782 1.0000 [ -137.84 3.7770 ] --- TFHandler_Factory : TrackCloneDist: -12.760 1.0000 [ -14.464 63.740 ] --- TFHandler_Factory : TrackFitTChi2: 0.47757 1.0000 [ -22.791 21.982 ] --- TFHandler_Factory : TrackFitTNDoF: -1.4868 1.0000 [ -19.992 34.285 ] --- TFHandler_Factory : RichUsedAero: 1.6423 1.0000 [ -28.846 123.10 ] --- TFHandler_Factory : RichUsedR1Gas: 4.6997 1.0000 [ -6.2867 46.010 ] --- TFHandler_Factory : RichUsedR2Gas: 1.6636 1.0000 [ -77.810 5.5000 ] --- TFHandler_Factory : RichAboveMuThres: 183.10 1.0000 [ 148.78 199.11 ] --- TFHandler_Factory : RichAboveKaThres: -0.26296 1.0000 [ -57.904 13.943 ] --- TFHandler_Factory : RichDLLe: -0.74310 1.0000 [ -41.207 35.961 ] --- TFHandler_Factory : RichDLLmu: -0.53519 1.0000 [ -18.444 14.906 ] --- TFHandler_Factory : RichDLLk: -0.22362 1.0000 [ -18.430 38.884 ] --- TFHandler_Factory : RichDLLp: -0.0087503 1.0000 [ -17.242 18.044 ] --- TFHandler_Factory : RichDLLbt: 0.52170 1.0000 [ -125.64 26.546 ] --- TFHandler_Factory : MuonBkgLL: -1.3980 1.0000 [ -8.6513 68.266 ] --- TFHandler_Factory : MuonMuLL: 0.25822 1.0000 [ -36.699 9.8785 ] --- TFHandler_Factory : MuonNShared: 1.0827 1.0000 [ -1.5266 41.327 ] --- TFHandler_Factory : InAccEcal: 1191.7 1.0002 [ 1185.0 1198.4 ] --- TFHandler_Factory : EcalPIDe: -0.15331 1.0000 [ -7.9968 43.128 ] --- TFHandler_Factory : EcalPIDmu: -1.1036 1.0000 [ -25.130 24.160 ] --- TFHandler_Factory : InAccHcal: 2384.3 1.0000 [ 2375.3 2397.3 ] --- TFHandler_Factory : HcalPIDe: -2.0840 1.0000 [ -7.2576 32.477 ] --- TFHandler_Factory : HcalPIDmu: -0.44928 1.0000 [ -5.7134 33.074 ] --- TFHandler_Factory : InAccPrs: 690.09 0.99981 [ 679.46 693.47 ] --- TFHandler_Factory : PrsPIDe: -0.74051 1.0000 [ -13.978 14.574 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Deco --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 30 input variables and 0 target values would require 435 two-dimensional --- TFHandler_Factory : | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Factory : | suppression does not have any consequences for your analysis, other --- TFHandler_Factory : | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Factory : | number of input variables allowed to generate scatter plots in your --- TFHandler_Factory : | script via the command line: --- TFHandler_Factory : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Factory : --- TFHandler_Factory : Some more output --- PCA : Preparing the Principle Component (PCA) transformation... --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Variable Mean RMS [ Min Max ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : TrackP: 2.1245e-07 9256.4 [ -3.9149e+06 3255.7 ] --- TFHandler_Factory : TrackPt: -6.8327e-09 644.54 [ -1318.0 16843. ] --- TFHandler_Factory : TrackChi2PerDof: -1.3092e-08 344.97 [ -1.2088e+05 47302. ] --- TFHandler_Factory : TrackNumDof: -4.1846e-09 278.57 [ -23385. 2147.2 ] --- TFHandler_Factory : TrackLikelihood: -7.7160e-09 137.38 [ -2333.6 4010.8 ] --- TFHandler_Factory : TrackGhostProbability: -3.2725e-09 78.180 [ -5976.9 170.26 ] --- TFHandler_Factory : TrackCloneDist: 9.4788e-10 68.481 [ -562.79 970.11 ] --- TFHandler_Factory : TrackFitTChi2: 2.9210e-10 11.530 [ -557.80 391.20 ] --- TFHandler_Factory : TrackFitTNDoF: -7.6860e-11 9.0805 [ -303.32 350.08 ] --- TFHandler_Factory : RichUsedAero: -1.5349e-10 8.4986 [ -136.68 285.70 ] --- TFHandler_Factory : RichUsedR1Gas: -6.9519e-13 7.2414 [ -996.74 11.182 ] --- TFHandler_Factory : RichUsedR2Gas: -6.2735e-11 5.9225 [ -245.38 16.155 ] --- TFHandler_Factory : RichAboveMuThres: -1.2303e-10 5.1862 [ -118.74 175.56 ] --- TFHandler_Factory : RichAboveKaThres: 1.0447e-10 3.7330 [ -15.458 149.37 ] --- TFHandler_Factory : RichDLLe: -5.3313e-11 2.6534 [ -314.59 96.241 ] --- TFHandler_Factory : RichDLLmu: -1.0740e-10 2.0826 [ -6.7550 81.368 ] --- TFHandler_Factory : RichDLLk: 3.8941e-11 1.8067 [ -30.450 100.17 ] --- TFHandler_Factory : RichDLLp: 4.1405e-11 1.4515 [ -4.9635 8.0238 ] --- TFHandler_Factory : RichDLLbt: -2.5092e-11 1.1520 [ -62.756 10.042 ] --- TFHandler_Factory : MuonBkgLL: 1.4999e-11 0.50675 [ -6.4164 12.045 ] --- TFHandler_Factory : MuonMuLL: -3.6494e-11 0.41976 [ -2.5242 46.356 ] --- TFHandler_Factory : MuonNShared: 2.9087e-11 0.40797 [ -2.6865 7.2813 ] --- TFHandler_Factory : InAccEcal: 2.6575e-11 0.33655 [ -5.5259 7.4569 ] --- TFHandler_Factory : EcalPIDe: -9.9438e-13 0.27157 [ -15.827 3.4462 ] --- TFHandler_Factory : EcalPIDmu: 7.4107e-12 0.19354 [ -2.0626 0.45259 ] --- TFHandler_Factory : InAccHcal: 8.0449e-12 0.12830 [ -14.321 1.7264 ] --- TFHandler_Factory : HcalPIDe: 5.5194e-14 0.0051715 [ -0.082801 0.17776 ] --- TFHandler_Factory : HcalPIDmu: 3.7016e-14 0.0013306 [ -0.012728 0.0044992 ] --- TFHandler_Factory : InAccPrs: -3.1423e-14 0.00080746 [ -0.0056653 0.0061220 ] --- TFHandler_Factory : PrsPIDe: 1.5499e-14 0.00041402 [ -0.0037405 0.0054528 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for PCA --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 30 input variables and 0 target values would require 435 two-dimensional --- TFHandler_Factory : | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Factory : | suppression does not have any consequences for your analysis, other --- TFHandler_Factory : | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Factory : | number of input variables allowed to generate scatter plots in your --- TFHandler_Factory : | script via the command line: --- TFHandler_Factory : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Factory : --- TFHandler_Factory : Some more output --- Gauss : Preparing the Gaussian transformation... --- Deco : Preparing the Decorrelation transformation... --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Variable Mean RMS [ Min Max ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : TrackP: -0.25771 1.0000 [ -9.5171 6.2391 ] --- TFHandler_Factory : TrackPt: -0.020321 1.0000 [ -8.5169 6.4924 ] --- TFHandler_Factory : TrackChi2PerDof: 0.037910 1.0000 [ -8.1158 8.5647 ] --- TFHandler_Factory : TrackNumDof: -0.17267 1.0000 [ -4.0963 14.543 ] --- TFHandler_Factory : TrackLikelihood: -0.37517 1.0000 [ -7.1847 6.9296 ] --- TFHandler_Factory : TrackGhostProbability: 0.15041 1.0000 [ -5.3380 7.0234 ] --- TFHandler_Factory : TrackCloneDist: -21.513 1.0000 [ -22.012 23.671 ] --- TFHandler_Factory : TrackFitTChi2: -0.21331 1.0000 [ -4.9664 6.3572 ] --- TFHandler_Factory : TrackFitTNDoF: -0.29897 1.0000 [ -13.538 10.026 ] --- TFHandler_Factory : RichUsedAero: -0.14605 1.0000 [ -3.6869 2.2456 ] --- TFHandler_Factory : RichUsedR1Gas: 1.3408 1.0000 [ -3.4519 2.7757 ] --- TFHandler_Factory : RichUsedR2Gas: -0.42624 1.0000 [ -2.5172 1.7707 ] --- TFHandler_Factory : RichAboveMuThres: 5.0767 1.0000 [ 1.7620 8.3585 ] --- TFHandler_Factory : RichAboveKaThres: 0.38027 1.0000 [ -1.8146 3.7755 ] --- TFHandler_Factory : RichDLLe: -1.5728 1.0000 [ -6.1819 6.7685 ] --- TFHandler_Factory : RichDLLmu: -1.8367 1.0000 [ -6.1856 6.9481 ] --- TFHandler_Factory : RichDLLk: -0.77557 1.0000 [ -10.950 13.773 ] --- TFHandler_Factory : RichDLLp: -1.2180 1.0000 [ -10.370 14.767 ] --- TFHandler_Factory : RichDLLbt: -2.2639 1.0000 [ -11.273 16.079 ] --- TFHandler_Factory : MuonBkgLL: 0.42535 1.0000 [ -7.3282 10.129 ] --- TFHandler_Factory : MuonMuLL: -0.054191 1.0000 [ -5.2506 4.7195 ] --- TFHandler_Factory : MuonNShared: -0.48987 1.0000 [ -3.2133 2.8002 ] --- TFHandler_Factory : InAccEcal: 5.7495 1.0000 [ -3.6851 12.869 ] --- TFHandler_Factory : EcalPIDe: -2.6767 1.0000 [ -7.4909 6.0460 ] --- TFHandler_Factory : EcalPIDmu: -3.6939 1.0000 [ -7.2144 3.5518 ] --- TFHandler_Factory : InAccHcal: 5.8066 1.0000 [ -0.68166 10.408 ] --- TFHandler_Factory : HcalPIDe: -3.3752 1.0000 [ -6.4030 4.0532 ] --- TFHandler_Factory : HcalPIDmu: -3.3526 1.0000 [ -6.3983 4.4224 ] --- TFHandler_Factory : InAccPrs: 6.2271 1.0000 [ -6.9900 11.727 ] --- TFHandler_Factory : PrsPIDe: -1.6751 1.0000 [ -6.3731 7.2741 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Gauss_Deco --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 30 input variables and 0 target values would require 435 two-dimensional --- TFHandler_Factory : | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Factory : | suppression does not have any consequences for your analysis, other --- TFHandler_Factory : | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Factory : | number of input variables allowed to generate scatter plots in your --- TFHandler_Factory : | script via the command line: --- TFHandler_Factory : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Factory : --- TFHandler_Factory : Some more output --- TFHandler_Factory : --- TFHandler_Factory : Ranking input variables (method unspecific)... --- IdTransformation : Ranking result (top variable is best ranked) --- IdTransformation : ---------------------------------------------- --- IdTransformation : Rank : Variable : Separation --- IdTransformation : ---------------------------------------------- --- IdTransformation : 1 : MuonBkgLL : 2.525e-01 --- IdTransformation : 2 : MuonMuLL : 2.098e-01 --- IdTransformation : 3 : MuonNShared : 1.846e-01 --- IdTransformation : 4 : TrackLikelihood : 1.527e-01 --- IdTransformation : 5 : TrackChi2PerDof : 1.443e-01 --- IdTransformation : 6 : TrackPt : 1.264e-01 --- IdTransformation : 7 : RichDLLmu : 1.023e-01 --- IdTransformation : 8 : TrackNumDof : 7.186e-02 --- IdTransformation : 9 : TrackFitTNDoF : 5.085e-02 --- IdTransformation : 10 : RichAboveKaThres : 4.803e-02 --- IdTransformation : 11 : RichDLLk : 3.673e-02 --- IdTransformation : 12 : RichDLLp : 3.383e-02 --- IdTransformation : 13 : RichUsedAero : 2.965e-02 --- IdTransformation : 14 : EcalPIDmu : 2.778e-02 --- IdTransformation : 15 : RichDLLbt : 2.240e-02 --- IdTransformation : 16 : HcalPIDmu : 1.977e-02 --- IdTransformation : 17 : RichDLLe : 1.882e-02 --- IdTransformation : 18 : TrackFitTChi2 : 1.649e-02 --- IdTransformation : 19 : TrackP : 1.609e-02 --- IdTransformation : 20 : RichAboveMuThres : 1.359e-02 --- IdTransformation : 21 : RichUsedR1Gas : 8.477e-03 --- IdTransformation : 22 : TrackGhostProbability : 3.593e-03 --- IdTransformation : 23 : HcalPIDe : 1.583e-03 --- IdTransformation : 24 : InAccHcal : 1.583e-03 --- IdTransformation : 25 : EcalPIDe : 1.117e-03 --- IdTransformation : 26 : PrsPIDe : 4.059e-04 --- IdTransformation : 27 : InAccPrs : 2.189e-04 --- IdTransformation : 28 : InAccEcal : 2.480e-05 --- IdTransformation : 29 : RichUsedR2Gas : 1.969e-06 --- IdTransformation : 30 : TrackCloneDist : 0.000e+00 --- IdTransformation : ---------------------------------------------- --- Factory : --- Factory : Train all methods for Classification ... --- Factory : Train method: Muon_Downstream_TMVA for Classification --- Muon_Downstream_TMVA : --- Muon_Downstream_TMVA : ================================================================ --- Muon_Downstream_TMVA : H e l p f o r M V A m e t h o d [ Muon_Downstream_TMVA ] : --- Muon_Downstream_TMVA : --- Muon_Downstream_TMVA : --- Short description: --- Muon_Downstream_TMVA : --- Muon_Downstream_TMVA : The MLP artificial neural network (ANN) is a traditional feed- --- Muon_Downstream_TMVA : forward multilayer perceptron impementation. The MLP has a user- --- Muon_Downstream_TMVA : defined hidden layer architecture, while the number of input (output) --- Muon_Downstream_TMVA : nodes is determined by the input variables (output classes, i.e., --- Muon_Downstream_TMVA : signal and one background). --- Muon_Downstream_TMVA : --- Muon_Downstream_TMVA : --- Performance optimisation: --- Muon_Downstream_TMVA : --- Muon_Downstream_TMVA : Neural networks are stable and performing for a large variety of --- Muon_Downstream_TMVA : linear and non-linear classification problems. However, in contrast --- Muon_Downstream_TMVA : to (e.g.) boosted decision trees, the user is advised to reduce the --- Muon_Downstream_TMVA : number of input variables that have only little discrimination power. --- Muon_Downstream_TMVA : --- Muon_Downstream_TMVA : In the tests we have carried out so far, the MLP and ROOT networks --- Muon_Downstream_TMVA : (TMlpANN, interfaced via TMVA) performed equally well, with however --- Muon_Downstream_TMVA : a clear speed advantage for the MLP. The Clermont-Ferrand neural --- Muon_Downstream_TMVA : net (CFMlpANN) exhibited worse classification performance in these --- Muon_Downstream_TMVA : tests, which is partly due to the slow convergence of its training --- Muon_Downstream_TMVA : (at least 10k training cycles are required to achieve approximately --- Muon_Downstream_TMVA : competitive results). --- Muon_Downstream_TMVA : --- Muon_Downstream_TMVA : Overtraining: only the TMlpANN performs an explicit separation of the --- Muon_Downstream_TMVA : full training sample into independent training and validation samples. --- Muon_Downstream_TMVA : We have found that in most high-energy physics applications the --- Muon_Downstream_TMVA : avaliable degrees of freedom (training events) are sufficient to --- Muon_Downstream_TMVA : constrain the weights of the relatively simple architectures required --- Muon_Downstream_TMVA : to achieve good performance. Hence no overtraining should occur, and --- Muon_Downstream_TMVA : the use of validation samples would only reduce the available training --- Muon_Downstream_TMVA : information. However, if the perrormance on the training sample is --- Muon_Downstream_TMVA : found to be significantly better than the one found with the inde- --- Muon_Downstream_TMVA : pendent test sample, caution is needed. The results for these samples --- Muon_Downstream_TMVA : are printed to standard output at the end of each training job. --- Muon_Downstream_TMVA : --- Muon_Downstream_TMVA : --- Performance tuning via configuration options: --- Muon_Downstream_TMVA : --- Muon_Downstream_TMVA : The hidden layer architecture for all ANNs is defined by the option --- Muon_Downstream_TMVA : "HiddenLayers=N+1,N,...", where here the first hidden layer has N+1 --- Muon_Downstream_TMVA : neurons and the second N neurons (and so on), and where N is the number --- Muon_Downstream_TMVA : of input variables. Excessive numbers of hidden layers should be avoided, --- Muon_Downstream_TMVA : in favour of more neurons in the first hidden layer. --- Muon_Downstream_TMVA : --- Muon_Downstream_TMVA : The number of cycles should be above 500. As said, if the number of --- Muon_Downstream_TMVA : adjustable weights is small compared to the training sample size, --- Muon_Downstream_TMVA : using a large number of training samples should not lead to overtraining. --- Muon_Downstream_TMVA : --- Muon_Downstream_TMVA : --- Muon_Downstream_TMVA : ================================================================ --- Muon_Downstream_TMVA : --- Norm : Preparing the transformation. --- TFHandler_Muon_Downstr...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Downstr...: Variable Mean RMS [ Min Max ] --- TFHandler_Muon_Downstr...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Downstr...: TrackP: -0.99834 0.0047258 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackPt: -0.99683 0.0047035 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackChi2PerDof: 0.088608 0.43377 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackNumDof: 0.19575 0.35972 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackLikelihood: 0.77536 0.17500 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackGhostProbability: 0.99914 0.014505 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackCloneDist: -0.99936 0.026150 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackFitTChi2: -0.50013 0.25207 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackFitTNDoF: 0.21046 0.40169 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichUsedAero: -0.16225 0.98675 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichUsedR1Gas: 0.72391 0.68989 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichUsedR2Gas: -0.39810 0.91734 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichAboveMuThres: 0.81813 0.57503 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichAboveKaThres: -0.040569 0.99918 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLe: 0.62599 0.51457 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLmu: 0.66601 0.52703 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLk: 0.71839 0.54376 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLp: 0.70805 0.54051 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLbt: 0.73143 0.54796 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: MuonBkgLL: 0.76723 0.24534 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: MuonMuLL: 0.95121 0.097728 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: MuonNShared: -0.91380 0.11181 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: InAccEcal: 0.96245 0.27146 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: EcalPIDe: 0.95214 0.27005 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: EcalPIDmu: 0.95657 0.27067 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: InAccHcal: 0.94126 0.33768 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: HcalPIDe: 0.93331 0.33631 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: HcalPIDmu: 0.93606 0.33679 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: InAccPrs: 0.97992 0.19939 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: PrsPIDe: 0.96982 0.19841 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: ---------------------------------------------------------------------------------------------------------------------------- --- Muon_Downstream_TMVA : Begin training --- Muon_Downstream_TMVA : Training Network --- Muon_Downstream_TMVA : End of training --- Muon_Downstream_TMVA : Elapsed time for training with 608746 events: 3.18e+04 sec --- Muon_Downstream_TMVA : Create MVA output for classification on training sample --- Muon_Downstream_TMVA : Evaluation of Muon_Downstream_TMVA on training sample (608746 events) --- Muon_Downstream_TMVA : Elapsed time for evaluation of 608746 events: 16.2 sec --- Muon_Downstream_TMVA : Creating weight file in xml format: ./GlobalPID_Muon_Downstream_TMVA.weights.xml --- Muon_Downstream_TMVA : Creating standalone response class: ./GlobalPID_Muon_Downstream_TMVA.class.C --- Muon_Downstream_TMVA : Write special histos to file: Downstream-Muon-TMVA.root:/Method_MLP/Muon_Downstream_TMVA --- Factory : Training finished --- Factory : --- Factory : Ranking input variables (method specific)... --- Muon_Downstream_TMVA : Ranking result (top variable is best ranked) --- Muon_Downstream_TMVA : ---------------------------------------------- --- Muon_Downstream_TMVA : Rank : Variable : Importance --- Muon_Downstream_TMVA : ---------------------------------------------- --- Muon_Downstream_TMVA : 1 : RichDLLmu : 2.726e+03 --- Muon_Downstream_TMVA : 2 : EcalPIDmu : 1.680e+03 --- Muon_Downstream_TMVA : 3 : EcalPIDe : 1.090e+03 --- Muon_Downstream_TMVA : 4 : HcalPIDmu : 8.006e+02 --- Muon_Downstream_TMVA : 5 : TrackPt : 7.723e+02 --- Muon_Downstream_TMVA : 6 : PrsPIDe : 4.361e+02 --- Muon_Downstream_TMVA : 7 : HcalPIDe : 3.960e+02 --- Muon_Downstream_TMVA : 8 : MuonNShared : 3.229e+02 --- Muon_Downstream_TMVA : 9 : RichDLLe : 3.087e+02 --- Muon_Downstream_TMVA : 10 : RichAboveMuThres : 3.052e+02 --- Muon_Downstream_TMVA : 11 : InAccPrs : 2.448e+02 --- Muon_Downstream_TMVA : 12 : TrackLikelihood : 2.087e+02 --- Muon_Downstream_TMVA : 13 : RichDLLp : 1.565e+02 --- Muon_Downstream_TMVA : 14 : TrackP : 1.317e+02 --- Muon_Downstream_TMVA : 15 : RichDLLk : 1.200e+02 --- Muon_Downstream_TMVA : 16 : InAccHcal : 1.198e+02 --- Muon_Downstream_TMVA : 17 : MuonBkgLL : 1.156e+02 --- Muon_Downstream_TMVA : 18 : InAccEcal : 1.040e+02 --- Muon_Downstream_TMVA : 19 : TrackCloneDist : 1.040e+02 --- Muon_Downstream_TMVA : 20 : TrackGhostProbability : 9.833e+01 --- Muon_Downstream_TMVA : 21 : RichDLLbt : 9.341e+01 --- Muon_Downstream_TMVA : 22 : RichUsedR1Gas : 9.121e+01 --- Muon_Downstream_TMVA : 23 : MuonMuLL : 6.761e+01 --- Muon_Downstream_TMVA : 24 : TrackFitTChi2 : 3.841e+01 --- Muon_Downstream_TMVA : 25 : TrackNumDof : 3.838e+01 --- Muon_Downstream_TMVA : 26 : TrackFitTNDoF : 3.345e+01 --- Muon_Downstream_TMVA : 27 : RichUsedR2Gas : 6.140e+00 --- Muon_Downstream_TMVA : 28 : RichAboveKaThres : 1.178e+00 --- Muon_Downstream_TMVA : 29 : TrackChi2PerDof : 4.475e-01 --- Muon_Downstream_TMVA : 30 : RichUsedAero : 5.386e-04 --- Muon_Downstream_TMVA : ---------------------------------------------- --- Factory : --- Factory : === Destroy and recreate all methods via weight files for testing === --- Factory : --- MethodBase : Reading weight file: ./GlobalPID_Muon_Downstream_TMVA.weights.xml --- Muon_Downstream_TMVA : Read method "Muon_Downstream_TMVA" of type "MLP" --- Muon_Downstream_TMVA : MVA method was trained with TMVA Version: 4.1.4 --- Muon_Downstream_TMVA : MVA method was trained with ROOT Version: 5.34/05 --- Muon_Downstream_TMVA : Building Network --- Muon_Downstream_TMVA : Initializing weights --- Factory : Test all methods... --- Factory : Test method: Muon_Downstream_TMVA for Classification performance --- Muon_Downstream_TMVA : Evaluation of Muon_Downstream_TMVA on testing sample (608746 events) --- Muon_Downstream_TMVA : Elapsed time for evaluation of 608746 events: 16.9 sec --- Factory : Evaluate all methods... --- Factory : Evaluate classifier: Muon_Downstream_TMVA --- TFHandler_Muon_Downstr...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Downstr...: Variable Mean RMS [ Min Max ] --- TFHandler_Muon_Downstr...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Downstr...: TrackP: -0.99834 0.0047258 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackPt: -0.99683 0.0047035 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackChi2PerDof: 0.088608 0.43377 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackNumDof: 0.19575 0.35972 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackLikelihood: 0.77536 0.17500 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackGhostProbability: 0.99914 0.014505 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackCloneDist: -0.99936 0.026150 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackFitTChi2: -0.50013 0.25207 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackFitTNDoF: 0.21046 0.40169 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichUsedAero: -0.16225 0.98675 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichUsedR1Gas: 0.72391 0.68989 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichUsedR2Gas: -0.39810 0.91734 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichAboveMuThres: 0.81813 0.57503 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichAboveKaThres: -0.040569 0.99918 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLe: 0.62599 0.51457 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLmu: 0.66601 0.52703 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLk: 0.71839 0.54376 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLp: 0.70805 0.54051 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLbt: 0.73143 0.54796 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: MuonBkgLL: 0.76723 0.24534 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: MuonMuLL: 0.95121 0.097728 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: MuonNShared: -0.91380 0.11181 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: InAccEcal: 0.96245 0.27146 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: EcalPIDe: 0.95214 0.27005 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: EcalPIDmu: 0.95657 0.27067 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: InAccHcal: 0.94126 0.33768 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: HcalPIDe: 0.93331 0.33631 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: HcalPIDmu: 0.93606 0.33679 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: InAccPrs: 0.97992 0.19939 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: PrsPIDe: 0.96982 0.19841 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: ---------------------------------------------------------------------------------------------------------------------------- --- Muon_Downstream_TMVA : Loop over test events and fill histograms with classifier response... --- Factory : Write evaluation histograms to file --- TFHandler_Muon_Downstr...: Plot event variables for Muon_Downstream_TMVA --- TFHandler_Muon_Downstr...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Downstr...: Variable Mean RMS [ Min Max ] --- TFHandler_Muon_Downstr...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Downstr...: TrackP: -0.99834 0.0047258 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackPt: -0.99683 0.0047035 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackChi2PerDof: 0.088608 0.43377 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackNumDof: 0.19575 0.35972 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackLikelihood: 0.77536 0.17500 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackGhostProbability: 0.99914 0.014505 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackCloneDist: -0.99936 0.026150 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackFitTChi2: -0.50013 0.25207 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: TrackFitTNDoF: 0.21046 0.40169 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichUsedAero: -0.16225 0.98675 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichUsedR1Gas: 0.72391 0.68989 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichUsedR2Gas: -0.39810 0.91734 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichAboveMuThres: 0.81813 0.57503 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichAboveKaThres: -0.040569 0.99918 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLe: 0.62599 0.51457 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLmu: 0.66601 0.52703 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLk: 0.71839 0.54376 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLp: 0.70805 0.54051 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: RichDLLbt: 0.73143 0.54796 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: MuonBkgLL: 0.76723 0.24534 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: MuonMuLL: 0.95121 0.097728 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: MuonNShared: -0.91380 0.11181 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: InAccEcal: 0.96245 0.27146 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: EcalPIDe: 0.95214 0.27005 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: EcalPIDmu: 0.95657 0.27067 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: InAccHcal: 0.94126 0.33768 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: HcalPIDe: 0.93331 0.33631 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: HcalPIDmu: 0.93606 0.33679 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: InAccPrs: 0.97992 0.19939 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: PrsPIDe: 0.96982 0.19841 [ -1.0000 1.0000 ] --- TFHandler_Muon_Downstr...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Muon_Downstr...: --- TFHandler_Muon_Downstr...: Will not produce scatter plots ==> --- TFHandler_Muon_Downstr...: | The number of 30 input variables and 0 target values would require 435 two-dimensional --- TFHandler_Muon_Downstr...: | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Muon_Downstr...: | suppression does not have any consequences for your analysis, other --- TFHandler_Muon_Downstr...: | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Muon_Downstr...: | number of input variables allowed to generate scatter plots in your --- TFHandler_Muon_Downstr...: | script via the command line: --- TFHandler_Muon_Downstr...: | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Muon_Downstr...: --- TFHandler_Muon_Downstr...: Some more output --- Tools : zero variances for variables (0, 29) --- Tools : zero variances for variables (29, 0) --- Factory : Correlations between input variables and MVA response (signal): --- Factory : ------------------------------------------ --- Factory : Muon_Downstream_TMVA --- Factory : TrackP: +0.071 --- Factory : TrackPt: +0.287 --- Factory : TrackChi2PerDof: -0.391 --- Factory : TrackNumDof: +0.143 --- Factory : TrackLikelihood: +0.314 --- Factory : TrackGhostProbability: -0.006 --- Factory : TrackCloneDist: -0.006 --- Factory : TrackFitTChi2: -0.059 --- Factory : TrackFitTNDoF: +0.102 --- Factory : RichUsedAero: +0.250 --- Factory : RichUsedR1Gas: +0.132 --- Factory : RichUsedR2Gas: +0.040 --- Factory : RichAboveMuThres: +0.146 --- Factory : RichAboveKaThres: +0.284 --- Factory : RichDLLe: +0.143 --- Factory : RichDLLmu: +0.177 --- Factory : RichDLLk: +0.133 --- Factory : RichDLLp: +0.134 --- Factory : RichDLLbt: +0.138 --- Factory : MuonBkgLL: -0.247 --- Factory : MuonMuLL: -0.179 --- Factory : MuonNShared: -0.161 --- Factory : InAccEcal: +0.002 --- Factory : EcalPIDe: +0.000 --- Factory : EcalPIDmu: +0.004 --- Factory : InAccHcal: -0.052 --- Factory : HcalPIDe: -0.052 --- Factory : HcalPIDmu: -0.051 --- Factory : InAccPrs: +0.007 --- Factory : PrsPIDe: +0.006 --- Factory : ------------------------------------------ --- Factory : --- Factory : Correlations between input variables and MVA response (background): --- Factory : ------------------------------------------ --- Factory : Muon_Downstream_TMVA --- Factory : TrackP: +0.050 --- Factory : TrackPt: +0.099 --- Factory : TrackChi2PerDof: -0.196 --- Factory : TrackNumDof: +0.140 --- Factory : TrackLikelihood: +0.174 --- Factory : TrackGhostProbability: -0.010 --- Factory : TrackCloneDist: -0.005 --- Factory : TrackFitTChi2: +0.003 --- Factory : TrackFitTNDoF: +0.122 --- Factory : RichUsedAero: +0.076 --- Factory : RichUsedR1Gas: +0.039 --- Factory : RichUsedR2Gas: -0.009 --- Factory : RichAboveMuThres: +0.053 --- Factory : RichAboveKaThres: +0.104 --- Factory : RichDLLe: +0.050 --- Factory : RichDLLmu: +0.055 --- Factory : RichDLLk: +0.050 --- Factory : RichDLLp: +0.050 --- Factory : RichDLLbt: +0.050 --- Factory : MuonBkgLL: -0.399 --- Factory : MuonMuLL: -0.323 --- Factory : MuonNShared: -0.173 --- Factory : InAccEcal: +0.003 --- Factory : EcalPIDe: +0.001 --- Factory : EcalPIDmu: +0.006 --- Factory : InAccHcal: -0.021 --- Factory : HcalPIDe: -0.022 --- Factory : HcalPIDmu: -0.020 --- Factory : InAccPrs: +0.000 --- Factory : PrsPIDe: +0.003 --- 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_Downstream_TMVA: +0.037 --- 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_Downstream_TMVA: 0.471(03) 0.805(02) 0.946(01) 0.936 | 0.588 1.073 --- 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_Downstream_TMVA: 0.471 (0.471) 0.805 (0.805) 0.946 (0.946) --- Factory : -------------------------------------------------------------------------------- --- Factory : --- Dataset:Default : Created tree 'TestTree' with 608746 events --- Dataset:Default : Created tree 'TrainTree' with 608746 events --- Factory : --- Factory : Thank you for using TMVA! --- Factory : For citation information, please visit: http://tmva.sf.net/citeTMVA.html 2013-04-10 07:38:36 Training Complete :) removed `Downstream-Muon-TMVA.root' 2013-04-10 07:38:47 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/Downstream/GlobalPID_Muon_Downstream_ANN.txt 2013-04-10 07:38:47 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/Downstream/train-config.txt 2013-04-10 07:38:47 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/Downstream/datafiles.txt 2013-04-10 07:38:47 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/Downstream/MVA.txt 2013-04-10 07:38:47 Particle type = Muon 2013-04-10 07:38:47 Background types = All 2013-04-10 07:38:47 Training Mix = NaturalMix 2013-04-10 07:38:47 Track type = Downstream 2013-04-10 07:38:47 Track PresSel = IsMuonTrackPreselection.txt 2013-04-10 07:38:47 Network type = TMVA 2013-04-10 07:38:47 Ghost treatment = Ghosts Ghosts 2013-04-10 07:38:47 MC Track sel. = AllTracksInEvent AllTracksInEvent 2013-04-10 07:38:47 Reweighting = ReweightRICH2 2013-04-10 07:38:47 Output file = GlobalPID_Muon_Downstream_TMVA.weights.xml 2013-04-10 07:38:47 Skipping input #RichAboveElThres 2013-04-10 07:38:47 Skipping input #RichAbovePiThres 2013-04-10 07:38:47 Skipping input #RichAbovePrThres 2013-04-10 07:38:47 Creating selection from 'IsMuonTrackPreselection.txt' 2013-04-10 07:38:47 -> # very very loose. Essentially no cuts 2013-04-10 07:38:47 -> TrackLikelihood > -100.0 2013-04-10 07:38:47 -> TrackP > 0 2013-04-10 07:38:47 -> TrackPt > 0 2013-04-10 07:38:47 -> # Is Muon preselection 2013-04-10 07:38:47 -> MuonIsMuon > 0.5 2013-04-10 07:38:47 Will use all tracks, regardless of parent type 2013-04-10 07:38:47 Using 501 data files 2013-04-10 07:38:47 Training sample size = 1000000 2013-04-10 07:38:47 Evaluation sample size = 10000000 2013-04-10 07:38:47 Reading MVA parameters 2013-04-10 07:38:47 -> NBTASK = CLA 2013-04-10 07:38:47 -> NBMOM = 0.0 2013-04-10 07:38:47 -> NBREG = ALL 2013-04-10 07:38:47 -> TMVAVALIDATIONFRAC = 0.3 2013-04-10 07:38:47 -> HiddenLayerScaleFactor = 1.4 2013-04-10 07:38:47 -> TMVAMETHOD = MLP 2013-04-10 07:38:47 -> TMVAMLPNCYCLES = 750 2013-04-10 07:38:47 -> TMVAVARTRANSFORM = Norm 2013-04-10 07:38:47 -> TMVAMLPNEURONTYPE = tanh 2013-04-10 07:38:47 -> TMVAMLPMETHOD = BP 2013-04-10 07:38:47 -> TMVAMLPESTIMATORTYPE = CE 2013-04-10 07:38:47 -> TMVABDTBOOSTTYPE = AdaBoost 2013-04-10 07:38:47 -> TMVABDTNTREES = 800 2013-04-10 07:38:47 -> TMVABDTPRUNEMETHOD = CostComplexity 2013-04-10 07:38:47 -> TMVABDTMAXTREEDEPTH = 3 2013-04-10 07:38:47 Node layer two scale = 1.4 2013-04-10 07:38:47 Input layer has 31 nodes, hidden layer has 42 nodes 2013-04-10 07:38:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-0.root 2013-04-10 07:38:52 Selected 47979 entries from 1273612 ( 3.76716 % ) 2013-04-10 07:38:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-1.root 2013-04-10 07:38:58 Selected 45545 entries from 1323959 ( 3.44006 % ) 2013-04-10 07:39:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-2.root 2013-04-10 07:39:04 Selected 44994 entries from 1311887 ( 3.42972 % ) 2013-04-10 07:39:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-3.root 2013-04-10 07:39:10 Selected 48054 entries from 1268988 ( 3.7868 % ) 2013-04-10 07:39:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-4.root 2013-04-10 07:39:16 Selected 44922 entries from 1313076 ( 3.42113 % ) 2013-04-10 07:39:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-5.root 2013-04-10 07:39:22 Selected 45562 entries from 1317789 ( 3.45746 % ) 2013-04-10 07:39:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-6.root 2013-04-10 07:39:29 Selected 46743 entries from 1263420 ( 3.69972 % ) 2013-04-10 07:39:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-7.root 2013-04-10 07:39:35 Selected 46998 entries from 1270811 ( 3.69827 % ) 2013-04-10 07:39:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-8.root 2013-04-10 07:39:41 Selected 45183 entries from 1306712 ( 3.45776 % ) 2013-04-10 07:39:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-9.root 2013-04-10 07:39:47 Selected 44658 entries from 1292751 ( 3.45449 % ) 2013-04-10 07:39:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-10.root 2013-04-10 07:39:53 Selected 46108 entries from 1318612 ( 3.49671 % ) 2013-04-10 07:39:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-11.root 2013-04-10 07:39:59 Selected 45345 entries from 1314477 ( 3.44966 % ) 2013-04-10 07:40:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-12.root 2013-04-10 07:40:06 Selected 47342 entries from 1262034 ( 3.75125 % ) 2013-04-10 07:40:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-13.root 2013-04-10 07:40:12 Selected 47569 entries from 1260562 ( 3.77363 % ) 2013-04-10 07:40:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-14.root 2013-04-10 07:40:18 Selected 45301 entries from 1307406 ( 3.46495 % ) 2013-04-10 07:40:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-15.root 2013-04-10 07:40:24 Selected 46079 entries from 1308525 ( 3.52145 % ) 2013-04-10 07:40:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-16.root 2013-04-10 07:40:31 Selected 45654 entries from 1313230 ( 3.47647 % ) 2013-04-10 07:40:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-17.root 2013-04-10 07:40:38 Selected 45496 entries from 1296022 ( 3.51043 % ) 2013-04-10 07:40:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-18.root 2013-04-10 07:40:46 Selected 47356 entries from 1268445 ( 3.73339 % ) 2013-04-10 07:40:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-19.root 2013-04-10 07:40:57 Selected 47096 entries from 1268717 ( 3.7121 % ) 2013-04-10 07:41:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-20.root 2013-04-10 07:41:04 Selected 47702 entries from 1282938 ( 3.71818 % ) 2013-04-10 07:41:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-21.root 2013-04-10 07:41:11 Selected 45435 entries from 1306192 ( 3.47843 % ) 2013-04-10 07:41:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-22.root 2013-04-10 07:41:18 Selected 45380 entries from 1313925 ( 3.45377 % ) 2013-04-10 07:41:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-23.root 2013-04-10 07:41:26 Selected 46723 entries from 1265427 ( 3.69227 % ) 2013-04-10 07:41:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-24.root 2013-04-10 07:41:34 Selected 46264 entries from 1316048 ( 3.51537 % ) 2013-04-10 07:41:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-25.root 2013-04-10 07:41:41 Selected 47434 entries from 1268602 ( 3.73908 % ) 2013-04-10 07:41:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-26.root 2013-04-10 07:41:47 Selected 46679 entries from 1259724 ( 3.70549 % ) 2013-04-10 07:41:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-27.root 2013-04-10 07:41:55 Selected 44983 entries from 1288818 ( 3.49025 % ) 2013-04-10 07:42:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-28.root 2013-04-10 07:42:03 Selected 47549 entries from 1285835 ( 3.69791 % ) 2013-04-10 07:42:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-29.root 2013-04-10 07:42:10 Selected 46940 entries from 1260082 ( 3.72515 % ) 2013-04-10 07:42:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-30.root 2013-04-10 07:42:18 Selected 47825 entries from 1278118 ( 3.74183 % ) 2013-04-10 07:42:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-31.root 2013-04-10 07:42:24 Selected 46773 entries from 1257356 ( 3.71995 % ) 2013-04-10 07:42:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-32.root 2013-04-10 07:42:30 Selected 45778 entries from 1305022 ( 3.50783 % ) 2013-04-10 07:42:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-33.root 2013-04-10 07:42:36 Selected 47004 entries from 1265012 ( 3.7157 % ) 2013-04-10 07:42:41 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-34.root 2013-04-10 07:42:42 Selected 47621 entries from 1271529 ( 3.74518 % ) 2013-04-10 07:42:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-35.root 2013-04-10 07:42:48 Selected 47075 entries from 1257409 ( 3.74381 % ) 2013-04-10 07:42:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-36.root 2013-04-10 07:42:54 Selected 47639 entries from 1290326 ( 3.69201 % ) 2013-04-10 07:43:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-37.root 2013-04-10 07:43:01 Selected 44743 entries from 1305747 ( 3.42662 % ) 2013-04-10 07:43:06 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-38.root 2013-04-10 07:43:07 Selected 46405 entries from 1254727 ( 3.69841 % ) 2013-04-10 07:43:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-39.root 2013-04-10 07:43:14 Selected 46813 entries from 1259827 ( 3.71583 % ) 2013-04-10 07:43:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-40.root 2013-04-10 07:43:20 Selected 45641 entries from 1321778 ( 3.453 % ) 2013-04-10 07:43:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-41.root 2013-04-10 07:43:27 Selected 46125 entries from 1309153 ( 3.52327 % ) 2013-04-10 07:43:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-42.root 2013-04-10 07:43:33 Selected 45582 entries from 1309253 ( 3.48153 % ) 2013-04-10 07:43:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-43.root 2013-04-10 07:43:39 Selected 46934 entries from 1260974 ( 3.72204 % ) 2013-04-10 07:43:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-44.root 2013-04-10 07:43:45 Selected 47964 entries from 1273689 ( 3.76575 % ) 2013-04-10 07:43:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-45.root 2013-04-10 07:43:51 Selected 47123 entries from 1271204 ( 3.70696 % ) 2013-04-10 07:43:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-46.root 2013-04-10 07:43:57 Selected 45006 entries from 1306928 ( 3.44365 % ) 2013-04-10 07:44:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-47.root 2013-04-10 07:44:04 Selected 46222 entries from 1252742 ( 3.68967 % ) 2013-04-10 07:44:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-48.root 2013-04-10 07:44:10 Selected 44895 entries from 1294364 ( 3.4685 % ) 2013-04-10 07:44:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-49.root 2013-04-10 07:44:16 Selected 44871 entries from 1305223 ( 3.4378 % ) 2013-04-10 07:44:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-50.root 2013-04-10 07:44:22 Selected 44867 entries from 1288962 ( 3.48086 % ) 2013-04-10 07:44:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-51.root 2013-04-10 07:44:29 Selected 46115 entries from 1312748 ( 3.51286 % ) 2013-04-10 07:44:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-52.root 2013-04-10 07:44:35 Selected 47155 entries from 1257790 ( 3.74904 % ) 2013-04-10 07:44:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-53.root 2013-04-10 07:44:41 Selected 45995 entries from 1322947 ( 3.47671 % ) 2013-04-10 07:44:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-54.root 2013-04-10 07:44:48 Selected 45684 entries from 1291004 ( 3.53864 % ) 2013-04-10 07:44:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-55.root 2013-04-10 07:44:55 Selected 48440 entries from 1272142 ( 3.80775 % ) 2013-04-10 07:45:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-56.root 2013-04-10 07:45:01 Selected 47495 entries from 1270075 ( 3.73954 % ) 2013-04-10 07:45:06 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-57.root 2013-04-10 07:45:07 Selected 47368 entries from 1265362 ( 3.74343 % ) 2013-04-10 07:45:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-58.root 2013-04-10 07:45:14 Selected 46297 entries from 1252659 ( 3.6959 % ) 2013-04-10 07:45:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-59.root 2013-04-10 07:45:19 Selected 47273 entries from 1263421 ( 3.74167 % ) 2013-04-10 07:45:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-60.root 2013-04-10 07:45:26 Selected 45502 entries from 1313543 ( 3.46407 % ) 2013-04-10 07:45:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-61.root 2013-04-10 07:45:33 Selected 47322 entries from 1260995 ( 3.75275 % ) 2013-04-10 07:45:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-62.root 2013-04-10 07:45:41 Selected 45540 entries from 1313538 ( 3.46697 % ) 2013-04-10 07:45:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-63.root 2013-04-10 07:45:50 Selected 47504 entries from 1263147 ( 3.76077 % ) 2013-04-10 07:45:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-64.root 2013-04-10 07:45:57 Selected 45663 entries from 1312982 ( 3.47781 % ) 2013-04-10 07:46:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-65.root 2013-04-10 07:46:05 Selected 46685 entries from 1263081 ( 3.69612 % ) 2013-04-10 07:46:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-66.root 2013-04-10 07:46:14 Selected 46343 entries from 1255875 ( 3.6901 % ) 2013-04-10 07:46:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-67.root 2013-04-10 07:46:22 Selected 47764 entries from 1278672 ( 3.73544 % ) 2013-04-10 07:46:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-68.root 2013-04-10 07:46:32 Selected 47433 entries from 1260556 ( 3.76286 % ) 2013-04-10 07:46:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-69.root 2013-04-10 07:46:40 Selected 47331 entries from 1287896 ( 3.67506 % ) 2013-04-10 07:46:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-70.root 2013-04-10 07:46:48 Selected 47138 entries from 1264605 ( 3.72749 % ) 2013-04-10 07:46:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-71.root 2013-04-10 07:46:56 Selected 46065 entries from 1254841 ( 3.67098 % ) 2013-04-10 07:47:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-72.root 2013-04-10 07:47:05 Selected 46669 entries from 1257446 ( 3.71141 % ) 2013-04-10 07:47:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-73.root 2013-04-10 07:47:11 Selected 45090 entries from 1310077 ( 3.44178 % ) 2013-04-10 07:47:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-74.root 2013-04-10 07:47:19 Selected 46885 entries from 1261160 ( 3.71761 % ) 2013-04-10 07:47:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-75.root 2013-04-10 07:47:26 Selected 47492 entries from 1287383 ( 3.68903 % ) 2013-04-10 07:47:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-76.root 2013-04-10 07:47:33 Selected 46983 entries from 1265776 ( 3.71179 % ) 2013-04-10 07:47:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-77.root 2013-04-10 07:47:41 Selected 45973 entries from 1313452 ( 3.50017 % ) 2013-04-10 07:47:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-78.root 2013-04-10 07:47:47 Selected 48021 entries from 1283463 ( 3.74152 % ) 2013-04-10 07:47:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-79.root 2013-04-10 07:47:54 Selected 47223 entries from 1260153 ( 3.7474 % ) 2013-04-10 07:48:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-80.root 2013-04-10 07:48:01 Selected 45654 entries from 1312121 ( 3.4794 % ) 2013-04-10 07:48:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-81.root 2013-04-10 07:48:08 Selected 44827 entries from 1300996 ( 3.44559 % ) 2013-04-10 07:48:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-82.root 2013-04-10 07:48:15 Selected 46166 entries from 1319581 ( 3.49853 % ) 2013-04-10 07:48:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-83.root 2013-04-10 07:48:22 Selected 45090 entries from 1287301 ( 3.50268 % ) 2013-04-10 07:48:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-84.root 2013-04-10 07:48:29 Selected 45031 entries from 1305760 ( 3.44864 % ) 2013-04-10 07:48:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-85.root 2013-04-10 07:48:36 Selected 46320 entries from 1255709 ( 3.68875 % ) 2013-04-10 07:48:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-86.root 2013-04-10 07:48:43 Selected 45014 entries from 1291584 ( 3.48518 % ) 2013-04-10 07:48:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-87.root 2013-04-10 07:48:50 Selected 46978 entries from 1257083 ( 3.73706 % ) 2013-04-10 07:48:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-88.root 2013-04-10 07:48:57 Selected 45498 entries from 1289234 ( 3.52907 % ) 2013-04-10 07:49:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-89.root 2013-04-10 07:49:04 Selected 45506 entries from 1315309 ( 3.45972 % ) 2013-04-10 07:49:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-90.root 2013-04-10 07:49:11 Selected 47369 entries from 1260832 ( 3.75696 % ) 2013-04-10 07:49:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-91.root 2013-04-10 07:49:18 Selected 46168 entries from 1257801 ( 3.67053 % ) 2013-04-10 07:49:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-92.root 2013-04-10 07:49:25 Selected 47929 entries from 1278544 ( 3.74872 % ) 2013-04-10 07:49:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-93.root 2013-04-10 07:49:32 Selected 46051 entries from 1321641 ( 3.48438 % ) 2013-04-10 07:49:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-94.root 2013-04-10 07:49:39 Selected 46646 entries from 1252856 ( 3.72317 % ) 2013-04-10 07:49:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-95.root 2013-04-10 07:49:46 Selected 45998 entries from 1315934 ( 3.49546 % ) 2013-04-10 07:49:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-96.root 2013-04-10 07:49:53 Selected 46515 entries from 1259232 ( 3.69392 % ) 2013-04-10 07:50:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-97.root 2013-04-10 07:50:02 Selected 47053 entries from 1265359 ( 3.71855 % ) 2013-04-10 07:50:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-98.root 2013-04-10 07:50:09 Selected 46923 entries from 1263929 ( 3.71247 % ) 2013-04-10 07:50:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-99.root 2013-04-10 07:50:16 Selected 46060 entries from 1316568 ( 3.49849 % ) 2013-04-10 07:50:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-100.root 2013-04-10 07:50:23 Selected 45188 entries from 1288463 ( 3.50712 % ) 2013-04-10 07:50:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-101.root 2013-04-10 07:50:29 Selected 46660 entries from 1258427 ( 3.7078 % ) 2013-04-10 07:50:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-102.root 2013-04-10 07:50:36 Selected 44587 entries from 1295460 ( 3.44179 % ) 2013-04-10 07:50:41 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-103.root 2013-04-10 07:50:43 Selected 48445 entries from 1279341 ( 3.78672 % ) 2013-04-10 07:50:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-104.root 2013-04-10 07:50:51 Selected 44811 entries from 1294884 ( 3.46062 % ) 2013-04-10 07:50:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-105.root 2013-04-10 07:50:57 Selected 45720 entries from 1291320 ( 3.54056 % ) 2013-04-10 07:51:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-106.root 2013-04-10 07:51:04 Selected 45131 entries from 1291596 ( 3.4942 % ) 2013-04-10 07:51:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-107.root 2013-04-10 07:51:11 Selected 46419 entries from 1318096 ( 3.52167 % ) 2013-04-10 07:51:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-108.root 2013-04-10 07:51:17 Selected 47720 entries from 1267597 ( 3.7646 % ) 2013-04-10 07:51:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-109.root 2013-04-10 07:51:23 Selected 47271 entries from 1262057 ( 3.74555 % ) 2013-04-10 07:51:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-110.root 2013-04-10 07:51:30 Selected 47832 entries from 1272685 ( 3.75835 % ) 2013-04-10 07:51:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-111.root 2013-04-10 07:51:37 Selected 47030 entries from 1263551 ( 3.72205 % ) 2013-04-10 07:51:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-112.root 2013-04-10 07:51:43 Selected 45822 entries from 1312370 ( 3.49155 % ) 2013-04-10 07:51:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-113.root 2013-04-10 07:51:49 Selected 45969 entries from 1318319 ( 3.48694 % ) 2013-04-10 07:51:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-114.root 2013-04-10 07:51:56 Selected 45192 entries from 1291420 ( 3.4994 % ) 2013-04-10 07:52:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-115.root 2013-04-10 07:52:02 Selected 46955 entries from 1288581 ( 3.64393 % ) 2013-04-10 07:52:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-116.root 2013-04-10 07:52:08 Selected 47411 entries from 1265350 ( 3.74687 % ) 2013-04-10 07:52:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-117.root 2013-04-10 07:52:15 Selected 45703 entries from 1316857 ( 3.47061 % ) 2013-04-10 07:52:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-118.root 2013-04-10 07:52:21 Selected 47113 entries from 1270002 ( 3.70968 % ) 2013-04-10 07:52:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-119.root 2013-04-10 07:52:27 Selected 47779 entries from 1279529 ( 3.73411 % ) 2013-04-10 07:52:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-120.root 2013-04-10 07:52:33 Selected 46416 entries from 1313470 ( 3.53385 % ) 2013-04-10 07:52:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-121.root 2013-04-10 07:52:40 Selected 45050 entries from 1290824 ( 3.49002 % ) 2013-04-10 07:52:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-122.root 2013-04-10 07:52:47 Selected 48237 entries from 1291340 ( 3.73542 % ) 2013-04-10 07:52:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-123.root 2013-04-10 07:52:54 Selected 45643 entries from 1317256 ( 3.46501 % ) 2013-04-10 07:52:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-124.root 2013-04-10 07:53:00 Selected 45703 entries from 1294864 ( 3.52956 % ) 2013-04-10 07:53:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-125.root 2013-04-10 07:53:06 Selected 45198 entries from 1291923 ( 3.49851 % ) 2013-04-10 07:53:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-126.root 2013-04-10 07:53:12 Selected 45147 entries from 1289449 ( 3.50126 % ) 2013-04-10 07:53:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-127.root 2013-04-10 07:53:19 Selected 47973 entries from 1288450 ( 3.72331 % ) 2013-04-10 07:53:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-128.root 2013-04-10 07:53:26 Selected 45451 entries from 1290047 ( 3.5232 % ) 2013-04-10 07:53:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-129.root 2013-04-10 07:53:32 Selected 46331 entries from 1319130 ( 3.51224 % ) 2013-04-10 07:53:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-130.root 2013-04-10 07:53:38 Selected 46848 entries from 1266226 ( 3.69981 % ) 2013-04-10 07:53:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-131.root 2013-04-10 07:53:44 Selected 46155 entries from 1316932 ( 3.50474 % ) 2013-04-10 07:53:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-132.root 2013-04-10 07:53:51 Selected 45549 entries from 1289582 ( 3.53207 % ) 2013-04-10 07:53:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-133.root 2013-04-10 07:53:57 Selected 46881 entries from 1260268 ( 3.71992 % ) 2013-04-10 07:54:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-134.root 2013-04-10 07:54:03 Selected 47717 entries from 1273538 ( 3.74681 % ) 2013-04-10 07:54:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-135.root 2013-04-10 07:54:09 Selected 45592 entries from 1317698 ( 3.45997 % ) 2013-04-10 07:54:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-136.root 2013-04-10 07:54:15 Selected 47533 entries from 1266069 ( 3.75438 % ) 2013-04-10 07:54:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-137.root 2013-04-10 07:54:21 Selected 44884 entries from 1288382 ( 3.48375 % ) 2013-04-10 07:54:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-138.root 2013-04-10 07:54:27 Selected 46928 entries from 1254928 ( 3.7395 % ) 2013-04-10 07:54:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-139.root 2013-04-10 07:54:35 Selected 47065 entries from 1261382 ( 3.73122 % ) 2013-04-10 07:54:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-140.root 2013-04-10 07:54:41 Selected 46478 entries from 1257909 ( 3.69486 % ) 2013-04-10 07:54:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-141.root 2013-04-10 07:54:47 Selected 47499 entries from 1267883 ( 3.74632 % ) 2013-04-10 07:54:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-142.root 2013-04-10 07:54:53 Selected 47088 entries from 1260184 ( 3.7366 % ) 2013-04-10 07:54:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-143.root 2013-04-10 07:54:59 Selected 45396 entries from 1303612 ( 3.48232 % ) 2013-04-10 07:55:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-144.root 2013-04-10 07:55:06 Selected 45518 entries from 1312422 ( 3.46824 % ) 2013-04-10 07:55:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-145.root 2013-04-10 07:55:13 Selected 45428 entries from 1291777 ( 3.51671 % ) 2013-04-10 07:55:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-146.root 2013-04-10 07:55:19 Selected 45331 entries from 1318604 ( 3.4378 % ) 2013-04-10 07:55:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-147.root 2013-04-10 07:55:25 Selected 45568 entries from 1310815 ( 3.47631 % ) 2013-04-10 07:55:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-148.root 2013-04-10 07:55:31 Selected 46029 entries from 1320755 ( 3.48505 % ) 2013-04-10 07:55:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-149.root 2013-04-10 07:55:37 Selected 45625 entries from 1289396 ( 3.53848 % ) 2013-04-10 07:55:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-150.root 2013-04-10 07:55:44 Selected 46933 entries from 1265621 ( 3.7083 % ) 2013-04-10 07:55:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-151.root 2013-04-10 07:55:50 Selected 47242 entries from 1258618 ( 3.75348 % ) 2013-04-10 07:55:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-152.root 2013-04-10 07:55:57 Selected 47760 entries from 1271194 ( 3.7571 % ) 2013-04-10 07:56:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-153.root 2013-04-10 07:56:03 Selected 46641 entries from 1264533 ( 3.6884 % ) 2013-04-10 07:56:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-154.root 2013-04-10 07:56:09 Selected 46278 entries from 1293344 ( 3.57817 % ) 2013-04-10 07:56:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-155.root 2013-04-10 07:56:15 Selected 46477 entries from 1258955 ( 3.69171 % ) 2013-04-10 07:56:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-156.root 2013-04-10 07:56:21 Selected 46898 entries from 1259723 ( 3.72288 % ) 2013-04-10 07:56:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-157.root 2013-04-10 07:56:28 Selected 45407 entries from 1303874 ( 3.48247 % ) 2013-04-10 07:56:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-158.root 2013-04-10 07:56:34 Selected 46619 entries from 1260731 ( 3.69778 % ) 2013-04-10 07:56:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-159.root 2013-04-10 07:56:41 Selected 47886 entries from 1276179 ( 3.75229 % ) 2013-04-10 07:56:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-160.root 2013-04-10 07:56:47 Selected 46890 entries from 1261736 ( 3.71631 % ) 2013-04-10 07:56:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-161.root 2013-04-10 07:56:53 Selected 46122 entries from 1318269 ( 3.49868 % ) 2013-04-10 07:56:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-162.root 2013-04-10 07:56:59 Selected 46775 entries from 1264588 ( 3.69883 % ) 2013-04-10 07:57:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-163.root 2013-04-10 07:57:05 Selected 45180 entries from 1297018 ( 3.48337 % ) 2013-04-10 07:57:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-164.root 2013-04-10 07:57:11 Selected 47569 entries from 1262521 ( 3.76778 % ) 2013-04-10 07:57:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-165.root 2013-04-10 07:57:17 Selected 45802 entries from 1319197 ( 3.47196 % ) 2013-04-10 07:57:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-166.root 2013-04-10 07:57:24 Selected 46758 entries from 1265717 ( 3.69419 % ) 2013-04-10 07:57:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-167.root 2013-04-10 07:57:31 Selected 44491 entries from 1290747 ( 3.44692 % ) 2013-04-10 07:57:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-168.root 2013-04-10 07:57:37 Selected 46716 entries from 1322894 ( 3.53135 % ) 2013-04-10 07:57:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-169.root 2013-04-10 07:57:43 Selected 46549 entries from 1319970 ( 3.52652 % ) 2013-04-10 07:57:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-170.root 2013-04-10 07:57:50 Selected 45950 entries from 1310696 ( 3.50577 % ) 2013-04-10 07:57:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-171.root 2013-04-10 07:57:57 Selected 45422 entries from 1313891 ( 3.45706 % ) 2013-04-10 07:58:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-172.root 2013-04-10 07:58:02 Selected 46585 entries from 1257734 ( 3.70388 % ) 2013-04-10 07:58:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-173.root 2013-04-10 07:58:08 Selected 46098 entries from 1317456 ( 3.49902 % ) 2013-04-10 07:58:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-174.root 2013-04-10 07:58:15 Selected 45096 entries from 1284915 ( 3.50965 % ) 2013-04-10 07:58:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-175.root 2013-04-10 07:58:22 Selected 47297 entries from 1264538 ( 3.74026 % ) 2013-04-10 07:58:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-176.root 2013-04-10 07:58:28 Selected 45218 entries from 1310448 ( 3.45058 % ) 2013-04-10 07:58:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-177.root 2013-04-10 07:58:34 Selected 46918 entries from 1266285 ( 3.70517 % ) 2013-04-10 07:58:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-178.root 2013-04-10 07:58:40 Selected 46272 entries from 1259343 ( 3.6743 % ) 2013-04-10 07:58:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-179.root 2013-04-10 07:58:46 Selected 46388 entries from 1257826 ( 3.68795 % ) 2013-04-10 07:58:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-180.root 2013-04-10 07:58:53 Selected 46914 entries from 1253701 ( 3.74204 % ) 2013-04-10 07:58:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-181.root 2013-04-10 07:58:58 Selected 47425 entries from 1262417 ( 3.75668 % ) 2013-04-10 07:59:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-182.root 2013-04-10 07:59:05 Selected 45972 entries from 1289751 ( 3.56441 % ) 2013-04-10 07:59:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-183.root 2013-04-10 07:59:11 Selected 45777 entries from 1314367 ( 3.48282 % ) 2013-04-10 07:59:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-184.root 2013-04-10 07:59:17 Selected 47332 entries from 1268473 ( 3.73142 % ) 2013-04-10 07:59:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-185.root 2013-04-10 07:59:23 Selected 46888 entries from 1260133 ( 3.72088 % ) 2013-04-10 07:59:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-186.root 2013-04-10 07:59:29 Selected 46159 entries from 1314595 ( 3.51127 % ) 2013-04-10 07:59:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-187.root 2013-04-10 07:59:35 Selected 47077 entries from 1263366 ( 3.72632 % ) 2013-04-10 07:59:41 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-188.root 2013-04-10 07:59:42 Selected 46431 entries from 1261281 ( 3.68126 % ) 2013-04-10 07:59:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-189.root 2013-04-10 07:59:50 Selected 47721 entries from 1267808 ( 3.76406 % ) 2013-04-10 07:59:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-190.root 2013-04-10 07:59:57 Selected 45737 entries from 1310234 ( 3.49075 % ) 2013-04-10 08:00:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-191.root 2013-04-10 08:00:04 Selected 48043 entries from 1270068 ( 3.78271 % ) 2013-04-10 08:00:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-192.root 2013-04-10 08:00:11 Selected 45444 entries from 1310933 ( 3.46654 % ) 2013-04-10 08:00:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-193.root 2013-04-10 08:00:17 Selected 45543 entries from 1315757 ( 3.46135 % ) 2013-04-10 08:00:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-194.root 2013-04-10 08:00:24 Selected 45526 entries from 1312580 ( 3.46844 % ) 2013-04-10 08:00:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-195.root 2013-04-10 08:00:31 Selected 48149 entries from 1278783 ( 3.76522 % ) 2013-04-10 08:00:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-196.root 2013-04-10 08:00:38 Selected 48246 entries from 1284315 ( 3.75656 % ) 2013-04-10 08:00:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-197.root 2013-04-10 08:00:45 Selected 46994 entries from 1266448 ( 3.71069 % ) 2013-04-10 08:00:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-198.root 2013-04-10 08:00:51 Selected 46648 entries from 1262379 ( 3.69525 % ) 2013-04-10 08:00:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-199.root 2013-04-10 08:00:58 Selected 45974 entries from 1309689 ( 3.5103 % ) 2013-04-10 08:01:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-200.root 2013-04-10 08:01:05 Selected 44670 entries from 1309399 ( 3.41149 % ) 2013-04-10 08:01:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-201.root 2013-04-10 08:01:12 Selected 44573 entries from 1289284 ( 3.45719 % ) 2013-04-10 08:01:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-202.root 2013-04-10 08:01:19 Selected 45655 entries from 1307134 ( 3.49276 % ) 2013-04-10 08:01:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-203.root 2013-04-10 08:01:26 Selected 47192 entries from 1291008 ( 3.65544 % ) 2013-04-10 08:01:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-204.root 2013-04-10 08:01:32 Selected 45055 entries from 1316253 ( 3.42297 % ) 2013-04-10 08:01:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-205.root 2013-04-10 08:01:41 Selected 46206 entries from 1304561 ( 3.54188 % ) 2013-04-10 08:01:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-206.root 2013-04-10 08:01:49 Selected 46906 entries from 1263999 ( 3.71092 % ) 2013-04-10 08:01:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-207.root 2013-04-10 08:01:55 Selected 45677 entries from 1315303 ( 3.47274 % ) 2013-04-10 08:02:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-208.root 2013-04-10 08:02:03 Selected 44947 entries from 1292723 ( 3.47692 % ) 2013-04-10 08:02:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-209.root 2013-04-10 08:02:10 Selected 47462 entries from 1261054 ( 3.76368 % ) 2013-04-10 08:02:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-210.root 2013-04-10 08:02:17 Selected 46721 entries from 1258503 ( 3.71243 % ) 2013-04-10 08:02:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-211.root 2013-04-10 08:02:24 Selected 45948 entries from 1321001 ( 3.47827 % ) 2013-04-10 08:02:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-212.root 2013-04-10 08:02:31 Selected 46451 entries from 1256907 ( 3.69566 % ) 2013-04-10 08:02:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-213.root 2013-04-10 08:02:37 Selected 46961 entries from 1264794 ( 3.71294 % ) 2013-04-10 08:02:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-214.root 2013-04-10 08:02:46 Selected 45077 entries from 1312166 ( 3.43531 % ) 2013-04-10 08:02:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-215.root 2013-04-10 08:02:54 Selected 45876 entries from 1310022 ( 3.50193 % ) 2013-04-10 08:02:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-216.root 2013-04-10 08:03:00 Selected 45902 entries from 1314666 ( 3.49153 % ) 2013-04-10 08:03:06 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-217.root 2013-04-10 08:03:08 Selected 46805 entries from 1254660 ( 3.73049 % ) 2013-04-10 08:03:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-218.root 2013-04-10 08:03:14 Selected 47778 entries from 1267013 ( 3.77092 % ) 2013-04-10 08:03:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-219.root 2013-04-10 08:03:21 Selected 45593 entries from 1307541 ( 3.48693 % ) 2013-04-10 08:03:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-220.root 2013-04-10 08:03:28 Selected 44645 entries from 1284865 ( 3.47468 % ) 2013-04-10 08:03:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-221.root 2013-04-10 08:03:35 Selected 45005 entries from 1291203 ( 3.48551 % ) 2013-04-10 08:03:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-222.root 2013-04-10 08:03:42 Selected 46437 entries from 1258753 ( 3.68913 % ) 2013-04-10 08:03:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-223.root 2013-04-10 08:03:49 Selected 46097 entries from 1319691 ( 3.49301 % ) 2013-04-10 08:03:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-224.root 2013-04-10 08:03:56 Selected 47011 entries from 1267081 ( 3.71018 % ) 2013-04-10 08:04:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-225.root 2013-04-10 08:04:03 Selected 46854 entries from 1255389 ( 3.73223 % ) 2013-04-10 08:04:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-226.root 2013-04-10 08:04:11 Selected 45530 entries from 1312106 ( 3.46999 % ) 2013-04-10 08:04:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-227.root 2013-04-10 08:04:17 Selected 45693 entries from 1299474 ( 3.51627 % ) 2013-04-10 08:04:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-228.root 2013-04-10 08:04:25 Selected 46273 entries from 1319279 ( 3.50745 % ) 2013-04-10 08:04:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-229.root 2013-04-10 08:04:32 Selected 46641 entries from 1256506 ( 3.71196 % ) 2013-04-10 08:04:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-230.root 2013-04-10 08:04:39 Selected 45321 entries from 1293728 ( 3.50313 % ) 2013-04-10 08:04:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-231.root 2013-04-10 08:04:46 Selected 45364 entries from 1289249 ( 3.51864 % ) 2013-04-10 08:04:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-232.root 2013-04-10 08:04:53 Selected 47379 entries from 1272128 ( 3.72439 % ) 2013-04-10 08:04:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-233.root 2013-04-10 08:05:00 Selected 44992 entries from 1289711 ( 3.48853 % ) 2013-04-10 08:05:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-234.root 2013-04-10 08:05:07 Selected 45142 entries from 1318892 ( 3.42272 % ) 2013-04-10 08:05:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-235.root 2013-04-10 08:05:15 Selected 47838 entries from 1281473 ( 3.73305 % ) 2013-04-10 08:05:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-236.root 2013-04-10 08:05:22 Selected 46821 entries from 1261908 ( 3.71033 % ) 2013-04-10 08:05:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-237.root 2013-04-10 08:05:29 Selected 46067 entries from 1317305 ( 3.49706 % ) 2013-04-10 08:05:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-238.root 2013-04-10 08:05:36 Selected 45482 entries from 1316536 ( 3.45467 % ) 2013-04-10 08:05:41 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-239.root 2013-04-10 08:05:43 Selected 46361 entries from 1292067 ( 3.58813 % ) 2013-04-10 08:05:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-240.root 2013-04-10 08:05:50 Selected 48195 entries from 1287140 ( 3.74435 % ) 2013-04-10 08:05:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-241.root 2013-04-10 08:05:56 Selected 47520 entries from 1272100 ( 3.73556 % ) 2013-04-10 08:06:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-242.root 2013-04-10 08:06:03 Selected 46447 entries from 1255028 ( 3.70087 % ) 2013-04-10 08:06:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-243.root 2013-04-10 08:06:10 Selected 47324 entries from 1272865 ( 3.71791 % ) 2013-04-10 08:06:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-244.root 2013-04-10 08:06:17 Selected 47406 entries from 1267038 ( 3.74148 % ) 2013-04-10 08:06:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-245.root 2013-04-10 08:06:23 Selected 45111 entries from 1289506 ( 3.49832 % ) 2013-04-10 08:06:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-246.root 2013-04-10 08:06:31 Selected 44868 entries from 1291169 ( 3.47499 % ) 2013-04-10 08:06:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-247.root 2013-04-10 08:06:38 Selected 47107 entries from 1262908 ( 3.73004 % ) 2013-04-10 08:06:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-248.root 2013-04-10 08:06:45 Selected 46965 entries from 1256639 ( 3.73735 % ) 2013-04-10 08:06:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-249.root 2013-04-10 08:06:51 Selected 47400 entries from 1265921 ( 3.74431 % ) 2013-04-10 08:06:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-250.root 2013-04-10 08:06:58 Selected 47833 entries from 1270353 ( 3.76533 % ) 2013-04-10 08:07:03 Considered 11641063 tracks for input to MVA training 2013-04-10 08:07:03 Sel. Eff. = 5.2293% 2013-04-10 08:07:03 Selected 608746 tracks for input to MVA training 2013-04-10 08:07:03 Ghost percentage = 77.4937% 2013-04-10 08:07:03 Electron percentage = 4.16611% 2013-04-10 08:07:03 Muon percentage = 3.80274% 2013-04-10 08:07:03 Pion percentage = 11.5999% 2013-04-10 08:07:03 Kaon percentage = 1.40716% 2013-04-10 08:07:03 Proton percentage = 1.52839% 2013-04-10 08:07:03 Unknown Particle type 3112 2013-04-10 08:07:03 percentage = 0.000985633% 2013-04-10 08:07:03 Unknown Particle type 3222 2013-04-10 08:07:03 percentage = 0.000164272% 2013-04-10 08:07:03 Unknown Particle type 3312 2013-04-10 08:07:03 percentage = 0.000657089% 2013-04-10 08:07:03 Unknown Particle type 1000010030 2013-04-10 08:07:03 percentage = 0.000164272% 2013-04-10 08:07:03 Making plots for input TrackP 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.025 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.050 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.075 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.100 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.125 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.150 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.175 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.200 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.300 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.350 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.400 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.450 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.500 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.600 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.700 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.800 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.900 2013-04-10 08:07:03 Creating ROOT directory MVAcut0.950 2013-04-10 08:07:03 Creating ROOT directory DLLcut-8.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut-7.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut-6.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut-5.500 2013-04-10 08:07:03 Creating ROOT directory DLLcut-5.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut-4.500 2013-04-10 08:07:03 Creating ROOT directory DLLcut-4.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut-3.500 2013-04-10 08:07:03 Creating ROOT directory DLLcut-3.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut-2.500 2013-04-10 08:07:03 Creating ROOT directory DLLcut-2.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut-1.500 2013-04-10 08:07:03 Creating ROOT directory DLLcut-1.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut-0.500 2013-04-10 08:07:03 Creating ROOT directory DLLcut0.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut0.500 2013-04-10 08:07:03 Creating ROOT directory DLLcut1.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut1.500 2013-04-10 08:07:03 Creating ROOT directory DLLcut2.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut2.500 2013-04-10 08:07:03 Creating ROOT directory DLLcut3.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut3.500 2013-04-10 08:07:03 Creating ROOT directory DLLcut4.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut4.500 2013-04-10 08:07:03 Creating ROOT directory DLLcut5.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut5.500 2013-04-10 08:07:03 Creating ROOT directory DLLcut6.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut7.000 2013-04-10 08:07:03 Creating ROOT directory DLLcut8.000 2013-04-10 08:07:03 Making plots for input TrackPt 2013-04-10 08:07:03 Making plots for input TrackChi2PerDof 2013-04-10 08:07:03 Making plots for input TrackNumDof 2013-04-10 08:07:03 Making plots for input TrackLikelihood 2013-04-10 08:07:03 Making plots for input TrackGhostProbability 2013-04-10 08:07:03 Making plots for input TrackCloneDist 2013-04-10 08:07:03 Making plots for input TrackFitTChi2 2013-04-10 08:07:03 Making plots for input TrackFitTNDoF 2013-04-10 08:07:03 Making plots for input RichUsedAero 2013-04-10 08:07:03 Making plots for input RichUsedR1Gas 2013-04-10 08:07:03 Making plots for input RichUsedR2Gas 2013-04-10 08:07:03 Making plots for input RichAboveMuThres 2013-04-10 08:07:03 Making plots for input RichAboveKaThres 2013-04-10 08:07:03 Making plots for input RichDLLe 2013-04-10 08:07:03 Making plots for input RichDLLmu 2013-04-10 08:07:03 Making plots for input RichDLLk 2013-04-10 08:07:03 Making plots for input RichDLLp 2013-04-10 08:07:03 Making plots for input RichDLLbt 2013-04-10 08:07:03 Making plots for input MuonBkgLL 2013-04-10 08:07:03 Making plots for input MuonMuLL 2013-04-10 08:07:03 Making plots for input MuonNShared 2013-04-10 08:07:03 Making plots for input InAccEcal 2013-04-10 08:07:03 Making plots for input EcalPIDe 2013-04-10 08:07:03 Making plots for input EcalPIDmu 2013-04-10 08:07:03 Making plots for input InAccHcal 2013-04-10 08:07:03 Making plots for input HcalPIDe 2013-04-10 08:07:03 Making plots for input HcalPIDmu 2013-04-10 08:07:03 Making plots for input InAccPrs 2013-04-10 08:07:03 Making plots for input PrsPIDe --- Reader : Booking "MLP" of type "MLP" from GlobalPID_Muon_Downstream_TMVA.weights.xml. --- MethodBase : Reading weight file: GlobalPID_Muon_Downstream_TMVA.weights.xml --- Muon_Downstream_TMVA : Read method "Muon_Downstream_TMVA" of type "MLP" --- Muon_Downstream_TMVA : MVA method was trained with TMVA Version: 4.1.4 --- Muon_Downstream_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_Downstream_TMVA : Building Network --- Muon_Downstream_TMVA : Initializing weights --- Reader : Booked classifier "Muon_Downstream_TMVA" of type: "MLP" 2013-04-10 08:07:03 Will use all tracks, regardless of parent type 2013-04-10 08:07:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-251.root 2013-04-10 08:07:04 Selected 46948 entries from 1266341 ( 3.70737 % ) 2013-04-10 08:07:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-252.root 2013-04-10 08:07:12 Selected 45960 entries from 1295864 ( 3.54667 % ) 2013-04-10 08:07:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-253.root 2013-04-10 08:07:19 Selected 47071 entries from 1254502 ( 3.75217 % ) 2013-04-10 08:07:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-254.root 2013-04-10 08:07:27 Selected 47215 entries from 1256579 ( 3.75742 % ) 2013-04-10 08:07:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-255.root 2013-04-10 08:07:35 Selected 45000 entries from 1306836 ( 3.44343 % ) 2013-04-10 08:07:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-256.root 2013-04-10 08:07:43 Selected 47138 entries from 1269717 ( 3.71248 % ) 2013-04-10 08:07:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-257.root 2013-04-10 08:07:51 Selected 44743 entries from 1306018 ( 3.42591 % ) 2013-04-10 08:07:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-258.root 2013-04-10 08:07:59 Selected 46165 entries from 1323809 ( 3.48729 % ) 2013-04-10 08:08:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-259.root 2013-04-10 08:08:06 Selected 45697 entries from 1314226 ( 3.4771 % ) 2013-04-10 08:08:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-260.root 2013-04-10 08:08:14 Selected 47492 entries from 1267874 ( 3.7458 % ) 2013-04-10 08:08:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-261.root 2013-04-10 08:08:22 Selected 46482 entries from 1261814 ( 3.68374 % ) 2013-04-10 08:08:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-262.root 2013-04-10 08:08:30 Selected 46752 entries from 1264296 ( 3.69787 % ) 2013-04-10 08:08:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-263.root 2013-04-10 08:08:38 Selected 47180 entries from 1264430 ( 3.73133 % ) 2013-04-10 08:08:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-264.root 2013-04-10 08:08:45 Selected 46667 entries from 1257471 ( 3.71118 % ) 2013-04-10 08:08:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-265.root 2013-04-10 08:08:53 Selected 46111 entries from 1321344 ( 3.4897 % ) 2013-04-10 08:08:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-266.root 2013-04-10 08:09:01 Selected 45861 entries from 1317132 ( 3.48188 % ) 2013-04-10 08:09:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-267.root 2013-04-10 08:09:09 Selected 45570 entries from 1322307 ( 3.44625 % ) 2013-04-10 08:09:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-268.root 2013-04-10 08:09:16 Selected 46779 entries from 1260645 ( 3.71072 % ) 2013-04-10 08:09:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-269.root 2013-04-10 08:09:24 Selected 47555 entries from 1269262 ( 3.74667 % ) 2013-04-10 08:09:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-270.root 2013-04-10 08:09:33 Selected 45688 entries from 1312633 ( 3.48064 % ) 2013-04-10 08:09:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-271.root 2013-04-10 08:09:41 Selected 46438 entries from 1257429 ( 3.69309 % ) 2013-04-10 08:09:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-272.root 2013-04-10 08:09:48 Selected 47395 entries from 1260014 ( 3.76147 % ) 2013-04-10 08:09:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-273.root 2013-04-10 08:09:56 Selected 44673 entries from 1286631 ( 3.47209 % ) 2013-04-10 08:10:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-274.root 2013-04-10 08:10:04 Selected 48069 entries from 1268417 ( 3.78968 % ) 2013-04-10 08:10:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-275.root 2013-04-10 08:10:12 Selected 46899 entries from 1262400 ( 3.71507 % ) 2013-04-10 08:10:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-276.root 2013-04-10 08:10:19 Selected 46090 entries from 1317190 ( 3.49912 % ) 2013-04-10 08:10:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-277.root 2013-04-10 08:10:27 Selected 45859 entries from 1315483 ( 3.4861 % ) 2013-04-10 08:10:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-278.root 2013-04-10 08:10:35 Selected 46589 entries from 1265834 ( 3.6805 % ) 2013-04-10 08:10:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-279.root 2013-04-10 08:10:43 Selected 45580 entries from 1318177 ( 3.45781 % ) 2013-04-10 08:10:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-280.root 2013-04-10 08:10:50 Selected 48059 entries from 1279235 ( 3.75685 % ) 2013-04-10 08:10:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-281.root 2013-04-10 08:10:59 Selected 47765 entries from 1263867 ( 3.77927 % ) 2013-04-10 08:11:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-282.root 2013-04-10 08:11:07 Selected 45377 entries from 1307533 ( 3.47043 % ) 2013-04-10 08:11:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-283.root 2013-04-10 08:11:14 Selected 44786 entries from 1288118 ( 3.47686 % ) 2013-04-10 08:11:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-284.root 2013-04-10 08:11:21 Selected 45987 entries from 1309955 ( 3.51058 % ) 2013-04-10 08:11:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-285.root 2013-04-10 08:11:31 Selected 45735 entries from 1311158 ( 3.48814 % ) 2013-04-10 08:11:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-286.root 2013-04-10 08:11:38 Selected 45667 entries from 1315809 ( 3.47064 % ) 2013-04-10 08:11:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-287.root 2013-04-10 08:11:46 Selected 45894 entries from 1315096 ( 3.48978 % ) 2013-04-10 08:11:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-288.root 2013-04-10 08:11:54 Selected 46105 entries from 1315413 ( 3.50498 % ) 2013-04-10 08:12:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-289.root 2013-04-10 08:12:02 Selected 48012 entries from 1270531 ( 3.77889 % ) 2013-04-10 08:12:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-290.root 2013-04-10 08:12:09 Selected 45136 entries from 1289455 ( 3.50039 % ) 2013-04-10 08:12:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-291.root 2013-04-10 08:12:17 Selected 47246 entries from 1265180 ( 3.73433 % ) 2013-04-10 08:12:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-292.root 2013-04-10 08:12:26 Selected 48108 entries from 1270379 ( 3.7869 % ) 2013-04-10 08:12:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-293.root 2013-04-10 08:12:34 Selected 45867 entries from 1318365 ( 3.47908 % ) 2013-04-10 08:12:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-294.root 2013-04-10 08:12:41 Selected 47431 entries from 1270828 ( 3.73229 % ) 2013-04-10 08:12:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-295.root 2013-04-10 08:12:49 Selected 47346 entries from 1265797 ( 3.74041 % ) 2013-04-10 08:12:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-296.root 2013-04-10 08:12:57 Selected 46076 entries from 1314845 ( 3.50429 % ) 2013-04-10 08:13:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-297.root 2013-04-10 08:13:05 Selected 46122 entries from 1316114 ( 3.50441 % ) 2013-04-10 08:13:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-298.root 2013-04-10 08:13:13 Selected 47702 entries from 1267305 ( 3.76405 % ) 2013-04-10 08:13:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-299.root 2013-04-10 08:13:21 Selected 47576 entries from 1266632 ( 3.7561 % ) 2013-04-10 08:13:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-300.root 2013-04-10 08:13:29 Selected 45622 entries from 1311917 ( 3.47751 % ) 2013-04-10 08:13:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-301.root 2013-04-10 08:13:38 Selected 45413 entries from 1307188 ( 3.4741 % ) 2013-04-10 08:13:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-302.root 2013-04-10 08:13:46 Selected 45739 entries from 1311798 ( 3.48674 % ) 2013-04-10 08:13:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-303.root 2013-04-10 08:13:55 Selected 46247 entries from 1253912 ( 3.68822 % ) 2013-04-10 08:14:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-304.root 2013-04-10 08:14:03 Selected 45043 entries from 1285491 ( 3.50395 % ) 2013-04-10 08:14:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-305.root 2013-04-10 08:14:10 Selected 46489 entries from 1251802 ( 3.71377 % ) 2013-04-10 08:14:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-306.root 2013-04-10 08:14:19 Selected 44890 entries from 1294168 ( 3.46864 % ) 2013-04-10 08:14:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-307.root 2013-04-10 08:14:26 Selected 47662 entries from 1269498 ( 3.7544 % ) 2013-04-10 08:14:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-308.root 2013-04-10 08:14:34 Selected 46165 entries from 1318002 ( 3.50265 % ) 2013-04-10 08:14:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-309.root 2013-04-10 08:14:43 Selected 45736 entries from 1318035 ( 3.47001 % ) 2013-04-10 08:14:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-310.root 2013-04-10 08:14:50 Selected 45897 entries from 1316249 ( 3.48695 % ) 2013-04-10 08:14:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-311.root 2013-04-10 08:14:59 Selected 45651 entries from 1318336 ( 3.46277 % ) 2013-04-10 08:15:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-312.root 2013-04-10 08:15:06 Selected 46382 entries from 1256275 ( 3.69203 % ) 2013-04-10 08:15:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-313.root 2013-04-10 08:15:14 Selected 45689 entries from 1322963 ( 3.45354 % ) 2013-04-10 08:15:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-314.root 2013-04-10 08:15:22 Selected 47805 entries from 1277367 ( 3.74246 % ) 2013-04-10 08:15:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-315.root 2013-04-10 08:15:30 Selected 45613 entries from 1321256 ( 3.45225 % ) 2013-04-10 08:15:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-316.root 2013-04-10 08:15:37 Selected 45988 entries from 1250938 ( 3.67628 % ) 2013-04-10 08:15:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-317.root 2013-04-10 08:15:46 Selected 45573 entries from 1308809 ( 3.48202 % ) 2013-04-10 08:15:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-318.root 2013-04-10 08:15:53 Selected 45582 entries from 1313330 ( 3.47072 % ) 2013-04-10 08:16:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-319.root 2013-04-10 08:16:02 Selected 45967 entries from 1315896 ( 3.49321 % ) 2013-04-10 08:16:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-320.root 2013-04-10 08:16:11 Selected 45846 entries from 1312008 ( 3.49434 % ) 2013-04-10 08:16:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-321.root 2013-04-10 08:16:22 Selected 47036 entries from 1267038 ( 3.71228 % ) 2013-04-10 08:16:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-322.root 2013-04-10 08:16:30 Selected 47248 entries from 1260774 ( 3.74754 % ) 2013-04-10 08:16:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-323.root 2013-04-10 08:16:38 Selected 46636 entries from 1254126 ( 3.71861 % ) 2013-04-10 08:16:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-324.root 2013-04-10 08:16:46 Selected 47806 entries from 1269172 ( 3.76671 % ) 2013-04-10 08:16:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-325.root 2013-04-10 08:16:54 Selected 45563 entries from 1291095 ( 3.52902 % ) 2013-04-10 08:17:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-326.root 2013-04-10 08:17:02 Selected 46834 entries from 1260413 ( 3.71577 % ) 2013-04-10 08:17:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-327.root 2013-04-10 08:17:10 Selected 47645 entries from 1270083 ( 3.75133 % ) 2013-04-10 08:17:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-328.root 2013-04-10 08:17:18 Selected 47220 entries from 1259391 ( 3.74943 % ) 2013-04-10 08:17:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-329.root 2013-04-10 08:17:26 Selected 45057 entries from 1290564 ( 3.49126 % ) 2013-04-10 08:17:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-330.root 2013-04-10 08:17:34 Selected 45346 entries from 1317365 ( 3.44217 % ) 2013-04-10 08:17:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-331.root 2013-04-10 08:17:42 Selected 47155 entries from 1266691 ( 3.72269 % ) 2013-04-10 08:17:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-332.root 2013-04-10 08:17:50 Selected 47507 entries from 1267528 ( 3.748 % ) 2013-04-10 08:17:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-333.root 2013-04-10 08:17:57 Selected 44906 entries from 1290422 ( 3.47995 % ) 2013-04-10 08:18:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-334.root 2013-04-10 08:18:05 Selected 45442 entries from 1315313 ( 3.45484 % ) 2013-04-10 08:18:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-335.root 2013-04-10 08:18:13 Selected 45295 entries from 1302408 ( 3.47779 % ) 2013-04-10 08:18:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-336.root 2013-04-10 08:18:21 Selected 46729 entries from 1259678 ( 3.7096 % ) 2013-04-10 08:18:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-337.root 2013-04-10 08:18:30 Selected 47008 entries from 1265612 ( 3.71425 % ) 2013-04-10 08:18:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-338.root 2013-04-10 08:18:37 Selected 45715 entries from 1316386 ( 3.47277 % ) 2013-04-10 08:18:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-339.root 2013-04-10 08:18:46 Selected 47079 entries from 1256482 ( 3.74689 % ) 2013-04-10 08:18:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-340.root 2013-04-10 08:18:55 Selected 46207 entries from 1259736 ( 3.66799 % ) 2013-04-10 08:19:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-341.root 2013-04-10 08:19:04 Selected 45190 entries from 1301505 ( 3.47213 % ) 2013-04-10 08:19:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-342.root 2013-04-10 08:19:12 Selected 47106 entries from 1265714 ( 3.72169 % ) 2013-04-10 08:19:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-343.root 2013-04-10 08:19:19 Selected 46391 entries from 1254527 ( 3.69789 % ) 2013-04-10 08:19:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-344.root 2013-04-10 08:19:28 Selected 46119 entries from 1317768 ( 3.49978 % ) 2013-04-10 08:19:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-345.root 2013-04-10 08:19:36 Selected 46789 entries from 1258942 ( 3.71653 % ) 2013-04-10 08:19:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-346.root 2013-04-10 08:19:43 Selected 46217 entries from 1318568 ( 3.50509 % ) 2013-04-10 08:19:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-347.root 2013-04-10 08:19:51 Selected 47329 entries from 1255374 ( 3.77011 % ) 2013-04-10 08:19:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-348.root 2013-04-10 08:19:58 Selected 47254 entries from 1267536 ( 3.72802 % ) 2013-04-10 08:20:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-349.root 2013-04-10 08:20:06 Selected 47363 entries from 1268425 ( 3.734 % ) 2013-04-10 08:20:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-350.root 2013-04-10 08:20:15 Selected 47613 entries from 1269841 ( 3.74952 % ) 2013-04-10 08:20:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-351.root 2013-04-10 08:20:23 Selected 45512 entries from 1290621 ( 3.52636 % ) 2013-04-10 08:20:29 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-352.root 2013-04-10 08:20:31 Selected 45536 entries from 1311352 ( 3.47245 % ) 2013-04-10 08:20:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-353.root 2013-04-10 08:20:39 Selected 44696 entries from 1289702 ( 3.46561 % ) 2013-04-10 08:20:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-354.root 2013-04-10 08:20:46 Selected 47190 entries from 1265688 ( 3.72841 % ) 2013-04-10 08:20:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-355.root 2013-04-10 08:20:54 Selected 45574 entries from 1314448 ( 3.46716 % ) 2013-04-10 08:21:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-356.root 2013-04-10 08:21:02 Selected 45598 entries from 1314045 ( 3.47005 % ) 2013-04-10 08:21:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-357.root 2013-04-10 08:21:09 Selected 45196 entries from 1294138 ( 3.49236 % ) 2013-04-10 08:21:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-358.root 2013-04-10 08:21:18 Selected 46303 entries from 1315429 ( 3.51999 % ) 2013-04-10 08:21:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-359.root 2013-04-10 08:21:26 Selected 45305 entries from 1317706 ( 3.43817 % ) 2013-04-10 08:21:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-360.root 2013-04-10 08:21:34 Selected 47323 entries from 1266565 ( 3.73633 % ) 2013-04-10 08:21:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-361.root 2013-04-10 08:21:42 Selected 47642 entries from 1278481 ( 3.72645 % ) 2013-04-10 08:21:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-362.root 2013-04-10 08:21:50 Selected 47919 entries from 1275748 ( 3.75615 % ) 2013-04-10 08:21:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-363.root 2013-04-10 08:21:58 Selected 47526 entries from 1269150 ( 3.74471 % ) 2013-04-10 08:22:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-364.root 2013-04-10 08:22:05 Selected 46532 entries from 1261829 ( 3.68766 % ) 2013-04-10 08:22:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-365.root 2013-04-10 08:22:13 Selected 46536 entries from 1262346 ( 3.68647 % ) 2013-04-10 08:22:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-366.root 2013-04-10 08:22:21 Selected 45199 entries from 1307947 ( 3.45572 % ) 2013-04-10 08:22:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-367.root 2013-04-10 08:22:29 Selected 46128 entries from 1310314 ( 3.52038 % ) 2013-04-10 08:22:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-368.root 2013-04-10 08:22:37 Selected 47500 entries from 1274344 ( 3.72741 % ) 2013-04-10 08:22:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-369.root 2013-04-10 08:22:44 Selected 46810 entries from 1318878 ( 3.54923 % ) 2013-04-10 08:22:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-370.root 2013-04-10 08:22:52 Selected 45450 entries from 1289280 ( 3.52522 % ) 2013-04-10 08:22:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-371.root 2013-04-10 08:23:00 Selected 46892 entries from 1265583 ( 3.70517 % ) 2013-04-10 08:23:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-372.root 2013-04-10 08:23:08 Selected 45201 entries from 1290506 ( 3.50258 % ) 2013-04-10 08:23:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-373.root 2013-04-10 08:23:17 Selected 47861 entries from 1274386 ( 3.75561 % ) 2013-04-10 08:23:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-374.root 2013-04-10 08:23:25 Selected 46142 entries from 1315914 ( 3.50646 % ) 2013-04-10 08:23:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-375.root 2013-04-10 08:23:32 Selected 45319 entries from 1291962 ( 3.50777 % ) 2013-04-10 08:23:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-376.root 2013-04-10 08:23:41 Selected 44976 entries from 1301234 ( 3.45641 % ) 2013-04-10 08:23:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-377.root 2013-04-10 08:23:49 Selected 47269 entries from 1263061 ( 3.74242 % ) 2013-04-10 08:23:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-378.root 2013-04-10 08:23:57 Selected 44680 entries from 1290418 ( 3.46244 % ) 2013-04-10 08:24:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-379.root 2013-04-10 08:24:05 Selected 45721 entries from 1323057 ( 3.45571 % ) 2013-04-10 08:24:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-380.root 2013-04-10 08:24:13 Selected 47823 entries from 1269112 ( 3.76823 % ) 2013-04-10 08:24:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-381.root 2013-04-10 08:24:21 Selected 44971 entries from 1316675 ( 3.4155 % ) 2013-04-10 08:24:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-382.root 2013-04-10 08:24:30 Selected 45651 entries from 1313106 ( 3.47657 % ) 2013-04-10 08:24:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-383.root 2013-04-10 08:24:38 Selected 45449 entries from 1310981 ( 3.46679 % ) 2013-04-10 08:24:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-384.root 2013-04-10 08:24:46 Selected 47494 entries from 1263290 ( 3.75955 % ) 2013-04-10 08:24:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-385.root 2013-04-10 08:24:54 Selected 44856 entries from 1285118 ( 3.49042 % ) 2013-04-10 08:25:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-386.root 2013-04-10 08:25:02 Selected 45841 entries from 1314299 ( 3.48787 % ) 2013-04-10 08:25:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-387.root 2013-04-10 08:25:10 Selected 47049 entries from 1260136 ( 3.73364 % ) 2013-04-10 08:25:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-388.root 2013-04-10 08:25:19 Selected 45287 entries from 1307574 ( 3.46344 % ) 2013-04-10 08:25:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-389.root 2013-04-10 08:25:26 Selected 45563 entries from 1316198 ( 3.46171 % ) 2013-04-10 08:25:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-390.root 2013-04-10 08:25:34 Selected 45376 entries from 1308471 ( 3.46786 % ) 2013-04-10 08:25:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-391.root 2013-04-10 08:25:42 Selected 46882 entries from 1276718 ( 3.67207 % ) 2013-04-10 08:25:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-392.root 2013-04-10 08:25:50 Selected 46621 entries from 1264640 ( 3.6865 % ) 2013-04-10 08:25:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-393.root 2013-04-10 08:25:58 Selected 47314 entries from 1274821 ( 3.71142 % ) 2013-04-10 08:26:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-394.root 2013-04-10 08:26:07 Selected 45272 entries from 1305816 ( 3.46695 % ) 2013-04-10 08:26:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-395.root 2013-04-10 08:26:15 Selected 45762 entries from 1295257 ( 3.53304 % ) 2013-04-10 08:26:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-396.root 2013-04-10 08:26:22 Selected 47524 entries from 1272333 ( 3.73519 % ) 2013-04-10 08:26:29 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-397.root 2013-04-10 08:26:31 Selected 45932 entries from 1318059 ( 3.48482 % ) 2013-04-10 08:26:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-398.root 2013-04-10 08:26:38 Selected 45711 entries from 1316910 ( 3.47108 % ) 2013-04-10 08:26:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-399.root 2013-04-10 08:26:46 Selected 47046 entries from 1261681 ( 3.72883 % ) 2013-04-10 08:26:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-400.root 2013-04-10 08:26:54 Selected 48367 entries from 1273314 ( 3.79851 % ) 2013-04-10 08:27:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-401.root 2013-04-10 08:27:02 Selected 46958 entries from 1254559 ( 3.74299 % ) 2013-04-10 08:27:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-402.root 2013-04-10 08:27:10 Selected 44002 entries from 1293947 ( 3.4006 % ) 2013-04-10 08:27:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-403.root 2013-04-10 08:27:18 Selected 45448 entries from 1294494 ( 3.51087 % ) 2013-04-10 08:27:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-404.root 2013-04-10 08:27:25 Selected 45314 entries from 1295436 ( 3.49797 % ) 2013-04-10 08:27:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-405.root 2013-04-10 08:27:34 Selected 47092 entries from 1266256 ( 3.719 % ) 2013-04-10 08:27:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-406.root 2013-04-10 08:27:43 Selected 45329 entries from 1318202 ( 3.4387 % ) 2013-04-10 08:27:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-407.root 2013-04-10 08:27:50 Selected 46710 entries from 1322481 ( 3.532 % ) 2013-04-10 08:27:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-408.root 2013-04-10 08:27:58 Selected 46522 entries from 1258469 ( 3.69671 % ) 2013-04-10 08:28:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-409.root 2013-04-10 08:28:06 Selected 47002 entries from 1259882 ( 3.73067 % ) 2013-04-10 08:28:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-410.root 2013-04-10 08:28:15 Selected 45310 entries from 1311715 ( 3.45426 % ) 2013-04-10 08:28:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-411.root 2013-04-10 08:28:23 Selected 45867 entries from 1317216 ( 3.48212 % ) 2013-04-10 08:28:29 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-412.root 2013-04-10 08:28:31 Selected 47598 entries from 1289738 ( 3.69052 % ) 2013-04-10 08:28:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-413.root 2013-04-10 08:28:39 Selected 46712 entries from 1251519 ( 3.73242 % ) 2013-04-10 08:28:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-414.root 2013-04-10 08:28:46 Selected 48166 entries from 1279533 ( 3.76434 % ) 2013-04-10 08:28:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-415.root 2013-04-10 08:28:54 Selected 46454 entries from 1257949 ( 3.69284 % ) 2013-04-10 08:29:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-416.root 2013-04-10 08:29:03 Selected 45822 entries from 1315868 ( 3.48226 % ) 2013-04-10 08:29:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-417.root 2013-04-10 08:29:11 Selected 46841 entries from 1258600 ( 3.72167 % ) 2013-04-10 08:29:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-418.root 2013-04-10 08:29:20 Selected 45375 entries from 1296373 ( 3.50015 % ) 2013-04-10 08:29:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-419.root 2013-04-10 08:29:27 Selected 45981 entries from 1254112 ( 3.66642 % ) 2013-04-10 08:29:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-420.root 2013-04-10 08:29:35 Selected 44330 entries from 1285345 ( 3.44888 % ) 2013-04-10 08:29:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-421.root 2013-04-10 08:29:43 Selected 43813 entries from 1283754 ( 3.41288 % ) 2013-04-10 08:29:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-422.root 2013-04-10 08:29:50 Selected 45996 entries from 1316798 ( 3.49302 % ) 2013-04-10 08:29:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-423.root 2013-04-10 08:29:58 Selected 46968 entries from 1256478 ( 3.73807 % ) 2013-04-10 08:30:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-424.root 2013-04-10 08:30:06 Selected 45507 entries from 1301533 ( 3.49642 % ) 2013-04-10 08:30:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-425.root 2013-04-10 08:30:14 Selected 46464 entries from 1254887 ( 3.70264 % ) 2013-04-10 08:30:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-426.root 2013-04-10 08:30:22 Selected 47591 entries from 1287750 ( 3.69567 % ) 2013-04-10 08:30:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-427.root 2013-04-10 08:30:29 Selected 47463 entries from 1261406 ( 3.76271 % ) 2013-04-10 08:30:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-428.root 2013-04-10 08:30:39 Selected 47396 entries from 1273460 ( 3.72183 % ) 2013-04-10 08:30:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-429.root 2013-04-10 08:30:47 Selected 45626 entries from 1303659 ( 3.49984 % ) 2013-04-10 08:30:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-430.root 2013-04-10 08:30:54 Selected 47167 entries from 1258450 ( 3.74802 % ) 2013-04-10 08:31:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-431.root 2013-04-10 08:31:02 Selected 46821 entries from 1257729 ( 3.72266 % ) 2013-04-10 08:31:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-432.root 2013-04-10 08:31:09 Selected 46902 entries from 1261588 ( 3.7177 % ) 2013-04-10 08:31:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-433.root 2013-04-10 08:31:18 Selected 45195 entries from 1290785 ( 3.50136 % ) 2013-04-10 08:31:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-434.root 2013-04-10 08:31:25 Selected 47909 entries from 1264618 ( 3.78842 % ) 2013-04-10 08:31:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-435.root 2013-04-10 08:31:33 Selected 46774 entries from 1261723 ( 3.70715 % ) 2013-04-10 08:31:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-436.root 2013-04-10 08:31:41 Selected 45100 entries from 1291480 ( 3.49212 % ) 2013-04-10 08:31:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-437.root 2013-04-10 08:31:49 Selected 44976 entries from 1289539 ( 3.48776 % ) 2013-04-10 08:31:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-438.root 2013-04-10 08:31:57 Selected 46884 entries from 1316028 ( 3.56254 % ) 2013-04-10 08:32:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-439.root 2013-04-10 08:32:04 Selected 46573 entries from 1258693 ( 3.70011 % ) 2013-04-10 08:32:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-440.root 2013-04-10 08:32:12 Selected 45425 entries from 1314268 ( 3.4563 % ) 2013-04-10 08:32:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-441.root 2013-04-10 08:32:20 Selected 46692 entries from 1267704 ( 3.68319 % ) 2013-04-10 08:32:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-442.root 2013-04-10 08:32:29 Selected 46036 entries from 1310626 ( 3.51252 % ) 2013-04-10 08:32:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-443.root 2013-04-10 08:32:36 Selected 47127 entries from 1268315 ( 3.71572 % ) 2013-04-10 08:32:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-444.root 2013-04-10 08:32:45 Selected 46635 entries from 1262538 ( 3.69375 % ) 2013-04-10 08:32:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-445.root 2013-04-10 08:32:52 Selected 46741 entries from 1252743 ( 3.73109 % ) 2013-04-10 08:32:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-446.root 2013-04-10 08:33:00 Selected 47205 entries from 1265998 ( 3.72868 % ) 2013-04-10 08:33:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-447.root 2013-04-10 08:33:08 Selected 47214 entries from 1269248 ( 3.71984 % ) 2013-04-10 08:33:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-448.root 2013-04-10 08:33:17 Selected 44552 entries from 1296465 ( 3.43642 % ) 2013-04-10 08:33:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-449.root 2013-04-10 08:33:24 Selected 46567 entries from 1265323 ( 3.68025 % ) 2013-04-10 08:33:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-450.root 2013-04-10 08:33:33 Selected 47096 entries from 1259671 ( 3.73875 % ) 2013-04-10 08:33:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-451.root 2013-04-10 08:33:42 Selected 45495 entries from 1319539 ( 3.4478 % ) 2013-04-10 08:33:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-452.root 2013-04-10 08:33:49 Selected 48360 entries from 1272618 ( 3.80004 % ) 2013-04-10 08:33:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-453.root 2013-04-10 08:33:59 Selected 45225 entries from 1315863 ( 3.43691 % ) 2013-04-10 08:34:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-454.root 2013-04-10 08:34:09 Selected 47277 entries from 1260567 ( 3.75046 % ) 2013-04-10 08:34:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-455.root 2013-04-10 08:34:19 Selected 45954 entries from 1315306 ( 3.49379 % ) 2013-04-10 08:34:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-456.root 2013-04-10 08:34:27 Selected 47611 entries from 1269186 ( 3.7513 % ) 2013-04-10 08:34:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-457.root 2013-04-10 08:34:36 Selected 46941 entries from 1267889 ( 3.7023 % ) 2013-04-10 08:34:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-458.root 2013-04-10 08:34:43 Selected 47122 entries from 1263039 ( 3.73084 % ) 2013-04-10 08:34:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-459.root 2013-04-10 08:34:51 Selected 48023 entries from 1291414 ( 3.71864 % ) 2013-04-10 08:34:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-460.root 2013-04-10 08:35:00 Selected 47052 entries from 1321412 ( 3.56074 % ) 2013-04-10 08:35:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-461.root 2013-04-10 08:35:08 Selected 45886 entries from 1315976 ( 3.48684 % ) 2013-04-10 08:35:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-462.root 2013-04-10 08:35:16 Selected 44806 entries from 1290838 ( 3.47108 % ) 2013-04-10 08:35:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-463.root 2013-04-10 08:35:23 Selected 45996 entries from 1316202 ( 3.4946 % ) 2013-04-10 08:35:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-464.root 2013-04-10 08:35:32 Selected 46586 entries from 1264270 ( 3.68481 % ) 2013-04-10 08:35:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-465.root 2013-04-10 08:35:41 Selected 47899 entries from 1269884 ( 3.77192 % ) 2013-04-10 08:35:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-466.root 2013-04-10 08:35:50 Selected 48053 entries from 1276042 ( 3.76579 % ) 2013-04-10 08:35:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-467.root 2013-04-10 08:36:00 Selected 47182 entries from 1262958 ( 3.73583 % ) 2013-04-10 08:36:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-468.root 2013-04-10 08:36:09 Selected 47506 entries from 1270430 ( 3.73936 % ) 2013-04-10 08:36:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-469.root 2013-04-10 08:36:18 Selected 44743 entries from 1288517 ( 3.47244 % ) 2013-04-10 08:36:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-470.root 2013-04-10 08:36:27 Selected 48162 entries from 1274953 ( 3.77755 % ) 2013-04-10 08:36:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-471.root 2013-04-10 08:36:35 Selected 46598 entries from 1258294 ( 3.70327 % ) 2013-04-10 08:36:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-472.root 2013-04-10 08:36:42 Selected 47729 entries from 1264295 ( 3.77515 % ) 2013-04-10 08:36:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-473.root 2013-04-10 08:36:50 Selected 45748 entries from 1320114 ( 3.46546 % ) 2013-04-10 08:36:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-474.root 2013-04-10 08:36:58 Selected 45039 entries from 1305713 ( 3.44938 % ) 2013-04-10 08:37:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-475.root 2013-04-10 08:37:06 Selected 47212 entries from 1260741 ( 3.74478 % ) 2013-04-10 08:37:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-476.root 2013-04-10 08:37:14 Selected 45965 entries from 1313020 ( 3.50071 % ) 2013-04-10 08:37:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-477.root 2013-04-10 08:37:22 Selected 47798 entries from 1271758 ( 3.75842 % ) 2013-04-10 08:37:29 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-478.root 2013-04-10 08:37:30 Selected 47372 entries from 1264501 ( 3.7463 % ) 2013-04-10 08:37:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-479.root 2013-04-10 08:37:38 Selected 47626 entries from 1270211 ( 3.74946 % ) 2013-04-10 08:37:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-480.root 2013-04-10 08:37:46 Selected 45244 entries from 1298444 ( 3.48448 % ) 2013-04-10 08:37:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-481.root 2013-04-10 08:37:54 Selected 46948 entries from 1267169 ( 3.70495 % ) 2013-04-10 08:38:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-482.root 2013-04-10 08:38:03 Selected 47556 entries from 1271817 ( 3.73922 % ) 2013-04-10 08:38:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-483.root 2013-04-10 08:38:11 Selected 46013 entries from 1311688 ( 3.50792 % ) 2013-04-10 08:38:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-484.root 2013-04-10 08:38:20 Selected 45674 entries from 1287848 ( 3.54654 % ) 2013-04-10 08:38:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-485.root 2013-04-10 08:38:28 Selected 46403 entries from 1259026 ( 3.68563 % ) 2013-04-10 08:38:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-486.root 2013-04-10 08:38:36 Selected 47396 entries from 1280992 ( 3.69995 % ) 2013-04-10 08:38:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-487.root 2013-04-10 08:38:44 Selected 45187 entries from 1292728 ( 3.49548 % ) 2013-04-10 08:38:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-488.root 2013-04-10 08:38:52 Selected 47310 entries from 1263929 ( 3.74309 % ) 2013-04-10 08:38:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-489.root 2013-04-10 08:39:00 Selected 46169 entries from 1318328 ( 3.50209 % ) 2013-04-10 08:39:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-490.root 2013-04-10 08:39:08 Selected 45605 entries from 1311907 ( 3.47624 % ) 2013-04-10 08:39:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-491.root 2013-04-10 08:39:16 Selected 46197 entries from 1259032 ( 3.66925 % ) 2013-04-10 08:39:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-492.root 2013-04-10 08:39:24 Selected 45674 entries from 1316199 ( 3.47014 % ) 2013-04-10 08:39:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-493.root 2013-04-10 08:39:32 Selected 45471 entries from 1320370 ( 3.44381 % ) 2013-04-10 08:39:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-494.root 2013-04-10 08:39:41 Selected 45641 entries from 1290503 ( 3.53668 % ) 2013-04-10 08:39:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-495.root 2013-04-10 08:39:49 Selected 46084 entries from 1310936 ( 3.51535 % ) 2013-04-10 08:39:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-496.root 2013-04-10 08:39:58 Selected 45861 entries from 1320315 ( 3.47349 % ) 2013-04-10 08:40:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-497.root 2013-04-10 08:40:06 Selected 47355 entries from 1268410 ( 3.73341 % ) 2013-04-10 08:40:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-498.root 2013-04-10 08:40:14 Selected 47000 entries from 1266359 ( 3.71143 % ) 2013-04-10 08:40:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-499.root 2013-04-10 08:40:23 Selected 45802 entries from 1312027 ( 3.49093 % ) 2013-04-10 08:40:29 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-500.root 2013-04-10 08:40:30 Selected 45089 entries from 1286730 ( 3.50415 % ) 2013-04-10 08:42:16 Making final performance plots ... 2013-04-10 08:42:17 Creating Eff V Purity text file : text/DownstreamMuonEffVPurity-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 08:42:17 Creating Eff V OverallMisID text file : text/DownstreamMuonEffVOverallMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 08:42:18 Creating Eff V Electron MisID text file : text/DownstreamMuonEffVElectronMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 08:42:18 Creating Eff V Ghost MisID text file : text/DownstreamMuonEffVGhostMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 08:42:18 Creating Eff V Kaon MisID text file : text/DownstreamMuonEffVKaonMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 08:42:19 Creating Eff V Pion MisID text file : text/DownstreamMuonEffVPionMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 08:42:19 Creating Eff V Proton MisID text file : text/DownstreamMuonEffVProtonMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 08:42:49 Finished... removed `train-config.txt' removed `MVA.txt' removed `datafiles.txt' removed `TRAINING-RUNNING' Wed Apr 10 08:42:52 CEST 2013