Tue Apr 9 21:14:52 CEST 2013 Linux lxbsp1348.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=387698513 LSB_TRAPSIGS=trap # 15 10 12 2 1 LSB_JOBRES_CALLBACK=35277@lxbsp1348 LSB_JOB_EXECUSER=jonrob LSB_JOBID=387698513 LSB_JOBRES_PID=11386 LSB_JOBNAME=http://cern.ch/jonrob/LHCb/ANNPID/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Ghost/Upstream LSB_EEXEC_REAL_UID= LSB_DJOB_RU_INTERVAL=30 LSB_HOSTS=lxbsp1348 LSB_UNIXGROUP_INT=z5 LSB_DJOB_HB_INTERVAL=30 LSB_JOBFILENAME=/pool/spool/1365534706.387698513 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/1365534706.387698513 LSB_DJOB_HOSTFILE=/pool/spool/1365534706.387698513.hostfile LSB_JOB_STARTER=/usr/local/lsf/etc/job_starter '%USRCMD' LSB_DJOB_NUMPROC=1 LSB_EXIT_REQUEUE=EXCLUDE( 240 ) LSB_ACCT_FILE=/tmp/.1365534706.387698513.acct LSB_SUB_HOST=lxplus431 LSB_QUEUE=1nw LSB_MCPU_HOSTS=lxbsp1348 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/NoTrackPreSelection.txt' -> `./NoTrackPreSelection.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/Ghost/Upstream `/afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/configs/networks/TMVA-NoPreSels-NoGECs/GlobalPID_Ghost_Upstream_ANN.txt' -> `./GlobalPID_Ghost_Upstream_ANN.txt' 2013-04-09 21:15:52 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/Ghost/Upstream/GlobalPID_Ghost_Upstream_ANN.txt 2013-04-09 21:15:52 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/Ghost/Upstream/train-config.txt 2013-04-09 21:15:52 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/Ghost/Upstream/datafiles.txt 2013-04-09 21:15:52 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/Ghost/Upstream/MVA.txt 2013-04-09 21:15:52 Particle type = Ghost 2013-04-09 21:15:52 Background types = All 2013-04-09 21:15:52 Training Mix = NaturalMix 2013-04-09 21:15:52 Track type = Upstream 2013-04-09 21:15:52 Track PresSel = NoTrackPreSelection.txt 2013-04-09 21:15:52 Network type = TMVA 2013-04-09 21:15:52 Ghost treatment = Ghosts Ghosts 2013-04-09 21:15:52 MC Track sel. = AllTracksInEvent AllTracksInEvent 2013-04-09 21:15:52 Reweighting = ReweightRICH2 2013-04-09 21:15:52 Output file = GlobalPID_Ghost_Upstream_TMVA.weights.xml 2013-04-09 21:15:52 Skipping input #RichUsedR2Gas 2013-04-09 21:15:52 Skipping input #RichAboveElThres 2013-04-09 21:15:52 Skipping input #RichAboveMuThres 2013-04-09 21:15:52 Creating selection from 'NoTrackPreSelection.txt' 2013-04-09 21:15:52 -> # very very loose. Essentially no cuts 2013-04-09 21:15:52 -> TrackLikelihood > -100.0 2013-04-09 21:15:52 -> TrackP > 0 2013-04-09 21:15:52 -> TrackPt > 0 2013-04-09 21:15:52 Will use all tracks, regardless of parent type 2013-04-09 21:15:52 Using 501 data files 2013-04-09 21:15:52 Training sample size = 1000000 2013-04-09 21:15:52 Evaluation sample size = 10000000 2013-04-09 21:15:52 Reading MVA parameters 2013-04-09 21:15:53 -> NBTASK = CLA 2013-04-09 21:15:53 -> NBMOM = 0.0 2013-04-09 21:15:53 -> NBREG = ALL 2013-04-09 21:15:53 -> TMVAVALIDATIONFRAC = 0.3 2013-04-09 21:15:53 -> HiddenLayerScaleFactor = 1.4 2013-04-09 21:15:53 -> TMVAMETHOD = MLP 2013-04-09 21:15:53 -> TMVAMLPNCYCLES = 750 2013-04-09 21:15:53 -> TMVAVARTRANSFORM = Norm 2013-04-09 21:15:53 -> TMVAMLPNEURONTYPE = tanh 2013-04-09 21:15:53 -> TMVAMLPMETHOD = BP 2013-04-09 21:15:53 -> TMVAMLPESTIMATORTYPE = CE 2013-04-09 21:15:53 -> TMVABDTBOOSTTYPE = AdaBoost 2013-04-09 21:15:53 -> TMVABDTNTREES = 800 2013-04-09 21:15:53 -> TMVABDTPRUNEMETHOD = CostComplexity 2013-04-09 21:15:53 -> TMVABDTMAXTREEDEPTH = 3 2013-04-09 21:15:53 Node layer two scale = 1.4 2013-04-09 21:15:53 Input layer has 23 nodes, hidden layer has 30 nodes 2013-04-09 21:15:53 TMVA Output ROOT file Upstream-Ghost-TMVA.root --- Factory : Parsing option string: --- Factory : ... "V:!Silent:!Color:!DrawProgressBar:Transformations=I;D;P;G,D" --- Factory : The following options are set: --- Factory : - By User: --- Factory : V: "True" [Verbose flag] --- Factory : Color: "False" [Flag for coloured screen output (default: True, if in batch mode: False)] --- Factory : Transformations: "I;D;P;G,D" [List of transformations to test; formatting example: "Transformations=I;D;P;U;G,D", for identity, decorrelation, PCA, Uniform and Gaussianisation followed by decorrelation transformations] --- Factory : Silent: "False" [Batch mode: boolean silent flag inhibiting any output from TMVA after the creation of the factory class object (default: False)] --- Factory : DrawProgressBar: "False" [Draw progress bar to display training, testing and evaluation schedule (default: True)] --- Factory : - Default: --- Factory : AnalysisType: "Auto" [Set the analysis type (Classification, Regression, Multiclass, Auto) (default: Auto)] --- Factory : You are running ROOT Version: 5.34/05, Feb 14, 2013 --- Factory : --- Factory : _/_/_/_/_/ _| _| _| _| _|_| --- Factory : _/ _|_| _|_| _| _| _| _| --- Factory : _/ _| _| _| _| _| _|_|_|_| --- Factory : _/ _| _| _| _| _| _| --- Factory : _/ _| _| _| _| _| --- Factory : --- Factory : ___________TMVA Version 4.1.4, Dec 04, 2012 --- Factory : 2013-04-09 21:15:57 Input TrackP Type F 2013-04-09 21:15:57 Input TrackPt Type F 2013-04-09 21:15:57 Input TrackChi2PerDof Type F 2013-04-09 21:15:57 Input TrackNumDof Type I 2013-04-09 21:15:57 Input TrackLikelihood Type F 2013-04-09 21:15:57 Input TrackGhostProbability Type F 2013-04-09 21:15:57 Input TrackCloneDist Type F 2013-04-09 21:15:57 Input TrackFitVeloChi2 Type F 2013-04-09 21:15:57 Input TrackFitVeloNDoF Type I 2013-04-09 21:15:57 Input RichUsedAero Type I 2013-04-09 21:15:57 Input RichUsedR1Gas Type I 2013-04-09 21:15:57 Input RichAbovePiThres Type I 2013-04-09 21:15:57 Input RichAboveKaThres Type I 2013-04-09 21:15:57 Input RichAbovePrThres Type I 2013-04-09 21:15:57 Input RichDLLe Type F 2013-04-09 21:15:57 Input RichDLLmu Type F 2013-04-09 21:15:57 Input RichDLLk Type F 2013-04-09 21:15:57 Input RichDLLp Type F 2013-04-09 21:15:57 Input RichDLLbt Type F 2013-04-09 21:15:57 Input InAccBrem Type I 2013-04-09 21:15:57 Input BremPIDe Type F 2013-04-09 21:15:57 Input VeloCharge Type F 2013-04-09 21:15:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-0.root 2013-04-09 21:16:03 Selected 1273197 entries from 1273612 ( 99.9674 % ) --- DataSetInfo : Added class "Signal" with internal class number 0 --- DataSetInfo : Added class "Background" with internal class number 1 2013-04-09 21:17:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-1.root 2013-04-09 21:17:19 Selected 1323591 entries from 1323959 ( 99.9722 % ) 2013-04-09 21:19:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-2.root 2013-04-09 21:19:57 Selected 1311463 entries from 1311887 ( 99.9677 % ) 2013-04-09 21:20:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-3.root 2013-04-09 21:20:28 Selected 1268545 entries from 1268988 ( 99.9651 % ) 2013-04-09 21:23:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-4.root 2013-04-09 21:23:17 Selected 1312673 entries from 1313076 ( 99.9693 % ) 2013-04-09 21:23:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-5.root 2013-04-09 21:23:43 Selected 1317389 entries from 1317789 ( 99.9696 % ) 2013-04-09 21:25:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-6.root 2013-04-09 21:26:02 Selected 1262995 entries from 1263420 ( 99.9664 % ) 2013-04-09 21:28:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-7.root 2013-04-09 21:28:12 Selected 1270341 entries from 1270811 ( 99.963 % ) 2013-04-09 21:28:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-8.root 2013-04-09 21:28:37 Selected 1306297 entries from 1306712 ( 99.9682 % ) 2013-04-09 21:29:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-9.root 2013-04-09 21:29:05 Selected 1292314 entries from 1292751 ( 99.9662 % ) 2013-04-09 21:31:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-10.root 2013-04-09 21:31:08 Selected 1318195 entries from 1318612 ( 99.9684 % ) 2013-04-09 21:33:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-11.root 2013-04-09 21:33:16 Selected 1314067 entries from 1314477 ( 99.9688 % ) 2013-04-09 21:33:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-12.root 2013-04-09 21:33:39 Selected 1261639 entries from 1262034 ( 99.9687 % ) 2013-04-09 21:33:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-13.root 2013-04-09 21:34:05 Selected 1260135 entries from 1260562 ( 99.9661 % ) 2013-04-09 21:36:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-14.root 2013-04-09 21:36:17 Selected 1307005 entries from 1307406 ( 99.9693 % ) 2013-04-09 21:38:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-15.root 2013-04-09 21:38:05 Selected 1308147 entries from 1308525 ( 99.9711 % ) 2013-04-09 21:39:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-16.root 2013-04-09 21:39:33 Selected 1312841 entries from 1313230 ( 99.9704 % ) 2013-04-09 21:40:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-17.root 2013-04-09 21:40:54 Selected 1295594 entries from 1296022 ( 99.967 % ) 2013-04-09 21:41:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-18.root 2013-04-09 21:41:22 Selected 1268062 entries from 1268445 ( 99.9698 % ) 2013-04-09 21:42:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-19.root 2013-04-09 21:42:22 Selected 1268278 entries from 1268717 ( 99.9654 % ) 2013-04-09 21:43:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-20.root 2013-04-09 21:43:11 Selected 1282528 entries from 1282938 ( 99.968 % ) 2013-04-09 21:44:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-21.root 2013-04-09 21:44:20 Selected 1305809 entries from 1306192 ( 99.9707 % ) 2013-04-09 21:44:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-22.root 2013-04-09 21:44:51 Selected 1313545 entries from 1313925 ( 99.9711 % ) 2013-04-09 21:46:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-23.root 2013-04-09 21:46:08 Selected 1265047 entries from 1265427 ( 99.97 % ) 2013-04-09 21:47:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-24.root 2013-04-09 21:47:39 Selected 1315638 entries from 1316048 ( 99.9688 % ) 2013-04-09 21:48:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-25.root 2013-04-09 21:49:00 Selected 1268187 entries from 1268602 ( 99.9673 % ) 2013-04-09 21:50:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-26.root 2013-04-09 21:50:13 Selected 1259304 entries from 1259724 ( 99.9667 % ) 2013-04-09 21:50:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-27.root 2013-04-09 21:50:36 Selected 1288379 entries from 1288818 ( 99.9659 % ) 2013-04-09 21:51:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-28.root 2013-04-09 21:51:02 Selected 1285478 entries from 1285835 ( 99.9722 % ) 2013-04-09 21:51:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-29.root 2013-04-09 21:51:32 Selected 1259695 entries from 1260082 ( 99.9693 % ) 2013-04-09 21:51:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-30.root 2013-04-09 21:51:55 Selected 1277701 entries from 1278118 ( 99.9674 % ) 2013-04-09 21:52:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-31.root 2013-04-09 21:52:28 Selected 1256916 entries from 1257356 ( 99.965 % ) 2013-04-09 21:53:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-32.root 2013-04-09 21:53:27 Selected 1304607 entries from 1305022 ( 99.9682 % ) 2013-04-09 21:53:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-33.root 2013-04-09 21:53:48 Selected 1264595 entries from 1265012 ( 99.967 % ) 2013-04-09 21:54:41 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-34.root 2013-04-09 21:54:44 Selected 1271057 entries from 1271529 ( 99.9629 % ) 2013-04-09 21:55:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-35.root 2013-04-09 21:55:36 Selected 1256988 entries from 1257409 ( 99.9665 % ) 2013-04-09 21:56:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-36.root 2013-04-09 21:56:31 Selected 1289905 entries from 1290326 ( 99.9674 % ) 2013-04-09 21:57:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-37.root 2013-04-09 21:57:18 Selected 1305310 entries from 1305747 ( 99.9665 % ) 2013-04-09 21:57:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-38.root 2013-04-09 21:57:55 Selected 1254355 entries from 1254727 ( 99.9704 % ) 2013-04-09 21:59:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-39.root 2013-04-09 21:59:05 Selected 1259428 entries from 1259827 ( 99.9683 % ) 2013-04-09 21:59:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-40.root 2013-04-09 21:59:29 Selected 1321367 entries from 1321778 ( 99.9689 % ) 2013-04-09 22:00:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-41.root 2013-04-09 22:00:36 Selected 1308748 entries from 1309153 ( 99.9691 % ) 2013-04-09 22:01:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-42.root 2013-04-09 22:01:33 Selected 1308863 entries from 1309253 ( 99.9702 % ) 2013-04-09 22:02:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-43.root 2013-04-09 22:02:28 Selected 1260617 entries from 1260974 ( 99.9717 % ) 2013-04-09 22:02:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-44.root 2013-04-09 22:02:57 Selected 1273258 entries from 1273689 ( 99.9662 % ) 2013-04-09 22:03:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-45.root 2013-04-09 22:03:17 Selected 1270775 entries from 1271204 ( 99.9663 % ) 2013-04-09 22:03:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-46.root 2013-04-09 22:03:49 Selected 1306525 entries from 1306928 ( 99.9692 % ) 2013-04-09 22:04:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-47.root 2013-04-09 22:04:23 Selected 1252355 entries from 1252742 ( 99.9691 % ) 2013-04-09 22:05:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-48.root 2013-04-09 22:05:03 Selected 1293948 entries from 1294364 ( 99.9679 % ) 2013-04-09 22:05:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-49.root 2013-04-09 22:05:36 Selected 1304812 entries from 1305223 ( 99.9685 % ) 2013-04-09 22:06:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-50.root 2013-04-09 22:06:05 Selected 1288586 entries from 1288962 ( 99.9708 % ) 2013-04-09 22:06:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-51.root 2013-04-09 22:06:30 Selected 1312325 entries from 1312748 ( 99.9678 % ) 2013-04-09 22:07:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-52.root 2013-04-09 22:07:07 Selected 1257386 entries from 1257790 ( 99.9679 % ) 2013-04-09 22:07:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-53.root 2013-04-09 22:07:57 Selected 1322517 entries from 1322947 ( 99.9675 % ) 2013-04-09 22:08:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-54.root 2013-04-09 22:08:35 Selected 1290566 entries from 1291004 ( 99.9661 % ) 2013-04-09 22:08:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-55.root 2013-04-09 22:08:58 Selected 1271694 entries from 1272142 ( 99.9648 % ) 2013-04-09 22:09:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-56.root 2013-04-09 22:09:32 Selected 1269663 entries from 1270075 ( 99.9676 % ) 2013-04-09 22:09:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-57.root 2013-04-09 22:09:55 Selected 1264992 entries from 1265362 ( 99.9708 % ) 2013-04-09 22:10:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-58.root 2013-04-09 22:10:21 Selected 1252209 entries from 1252659 ( 99.9641 % ) 2013-04-09 22:11:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-59.root 2013-04-09 22:11:13 Selected 1263047 entries from 1263421 ( 99.9704 % ) 2013-04-09 22:11:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-60.root 2013-04-09 22:11:41 Selected 1313144 entries from 1313543 ( 99.9696 % ) 2013-04-09 22:12:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-61.root 2013-04-09 22:12:34 Selected 1260577 entries from 1260995 ( 99.9669 % ) 2013-04-09 22:12:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-62.root 2013-04-09 22:12:54 Selected 1313169 entries from 1313538 ( 99.9719 % ) 2013-04-09 22:13:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-63.root 2013-04-09 22:13:49 Selected 1262698 entries from 1263147 ( 99.9645 % ) 2013-04-09 22:14:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-64.root 2013-04-09 22:14:17 Selected 1312586 entries from 1312982 ( 99.9698 % ) 2013-04-09 22:14:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-65.root 2013-04-09 22:14:59 Selected 1262696 entries from 1263081 ( 99.9695 % ) 2013-04-09 22:15:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-66.root 2013-04-09 22:15:32 Selected 1255419 entries from 1255875 ( 99.9637 % ) 2013-04-09 22:15:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-67.root 2013-04-09 22:15:56 Selected 1278232 entries from 1278672 ( 99.9656 % ) 2013-04-09 22:16:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-68.root 2013-04-09 22:16:23 Selected 1260169 entries from 1260556 ( 99.9693 % ) 2013-04-09 22:16:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-69.root 2013-04-09 22:16:51 Selected 1287497 entries from 1287896 ( 99.969 % ) 2013-04-09 22:17:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-70.root 2013-04-09 22:17:21 Selected 1264192 entries from 1264605 ( 99.9673 % ) 2013-04-09 22:17:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-71.root 2013-04-09 22:17:49 Selected 1254437 entries from 1254841 ( 99.9678 % ) 2013-04-09 22:18:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-72.root 2013-04-09 22:18:16 Selected 1257027 entries from 1257446 ( 99.9667 % ) 2013-04-09 22:18:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-73.root 2013-04-09 22:18:51 Selected 1309683 entries from 1310077 ( 99.9699 % ) 2013-04-09 22:19:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-74.root 2013-04-09 22:19:14 Selected 1260726 entries from 1261160 ( 99.9656 % ) 2013-04-09 22:19:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-75.root 2013-04-09 22:19:47 Selected 1287022 entries from 1287383 ( 99.972 % ) 2013-04-09 22:20:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-76.root 2013-04-09 22:20:16 Selected 1265325 entries from 1265776 ( 99.9644 % ) 2013-04-09 22:20:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-77.root 2013-04-09 22:20:54 Selected 1313074 entries from 1313452 ( 99.9712 % ) 2013-04-09 22:21:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-78.root 2013-04-09 22:21:14 Selected 1283057 entries from 1283463 ( 99.9684 % ) 2013-04-09 22:21:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-79.root 2013-04-09 22:21:44 Selected 1259717 entries from 1260153 ( 99.9654 % ) 2013-04-09 22:22:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-80.root 2013-04-09 22:22:14 Selected 1311724 entries from 1312121 ( 99.9697 % ) 2013-04-09 22:22:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-81.root 2013-04-09 22:22:42 Selected 1300609 entries from 1300996 ( 99.9703 % ) 2013-04-09 22:23:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-82.root 2013-04-09 22:23:04 Selected 1319178 entries from 1319581 ( 99.9695 % ) 2013-04-09 22:23:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-83.root 2013-04-09 22:23:31 Selected 1286928 entries from 1287301 ( 99.971 % ) 2013-04-09 22:24:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-84.root 2013-04-09 22:24:07 Selected 1305398 entries from 1305760 ( 99.9723 % ) 2013-04-09 22:24:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-85.root 2013-04-09 22:24:29 Selected 1255279 entries from 1255709 ( 99.9658 % ) 2013-04-09 22:24:52 Considered 110386120 tracks for input to MVA training 2013-04-09 22:24:52 Sel. Eff. = 0.905911% 2013-04-09 22:24:52 Selected 1000000 tracks for input to MVA training 2013-04-09 22:24:52 Ghost percentage = 37.5497% 2013-04-09 22:24:52 Electron percentage = 4.0211% 2013-04-09 22:24:52 Muon percentage = 0.272% 2013-04-09 22:24:52 Pion percentage = 48.843% 2013-04-09 22:24:52 Kaon percentage = 6.5045% 2013-04-09 22:24:52 Proton percentage = 2.7613% 2013-04-09 22:24:52 Unknown Particle type 3112 2013-04-09 22:24:52 percentage = 0.0204% 2013-04-09 22:24:52 Unknown Particle type 3222 2013-04-09 22:24:52 percentage = 0.0198% 2013-04-09 22:24:52 Unknown Particle type 3312 2013-04-09 22:24:52 percentage = 0.0068% 2013-04-09 22:24:52 Unknown Particle type 1000010020 2013-04-09 22:24:52 percentage = 0.0007% 2013-04-09 22:24:52 Unknown Particle type 1000010030 2013-04-09 22:24:52 percentage = 0.0005% 2013-04-09 22:24:52 Unknown Particle type 1000020030 2013-04-09 22:24:52 percentage = 0.0001% 2013-04-09 22:24:52 Unknown Particle type 1000020040 2013-04-09 22:24:52 percentage = 0.0001% --- Factory : Add Tree TrainAssignTree_Signal of type Signal with 375497 events --- Factory : Add Tree TestAssignTree_Signal of type Signal with 375497 events --- Factory : Add Tree TrainAssignTree_Background of type Background with 624503 events --- Factory : Add Tree TestAssignTree_Background of type Background with 624503 events --- DataSetInfo : Class index : 0 name : Signal --- DataSetInfo : Class index : 1 name : Background 2013-04-09 22:24:53 TMVA MLP 'H:V:EpochMonitoring:HiddenLayers=30:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE' --- Factory : Booking method: Ghost_Upstream_TMVA --- Configurable : Parsing option string: --- Configurable : ... "H:V:EpochMonitoring:HiddenLayers=30: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] --- Ghost_Upstream_TMVA : Parsing option string: --- Ghost_Upstream_TMVA : ... "H:V:EpochMonitoring:HiddenLayers=30:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE" --- Ghost_Upstream_TMVA : The following options are set: --- Ghost_Upstream_TMVA : - By User: --- Ghost_Upstream_TMVA : NCycles: "750" [Number of training cycles] --- Ghost_Upstream_TMVA : HiddenLayers: "30" [Specification of hidden layer architecture] --- Ghost_Upstream_TMVA : NeuronType: "tanh" [Neuron activation function type] --- Ghost_Upstream_TMVA : EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood] --- Ghost_Upstream_TMVA : V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)] --- Ghost_Upstream_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)"] --- Ghost_Upstream_TMVA : H: "True" [Print method-specific help message] --- Ghost_Upstream_TMVA : TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)] --- Ghost_Upstream_TMVA : EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)] --- Ghost_Upstream_TMVA : - Default: --- Ghost_Upstream_TMVA : RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')] --- Ghost_Upstream_TMVA : NeuronInputType: "sum" [Neuron input function type] --- Ghost_Upstream_TMVA : VerbosityLevel: "Default" [Verbosity level] --- Ghost_Upstream_TMVA : CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)] --- Ghost_Upstream_TMVA : IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)] --- Ghost_Upstream_TMVA : LearningRate: "2.000000e-02" [ANN learning rate parameter] --- Ghost_Upstream_TMVA : DecayRate: "1.000000e-02" [Decay rate for learning parameter] --- Ghost_Upstream_TMVA : TestRate: "10" [Test for overtraining performed at each #th epochs] --- Ghost_Upstream_TMVA : Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch] --- Ghost_Upstream_TMVA : SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training] --- Ghost_Upstream_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.] --- Ghost_Upstream_TMVA : SamplingTraining: "True" [The training sample is sampled] --- Ghost_Upstream_TMVA : SamplingTesting: "False" [The testing sample is sampled] --- Ghost_Upstream_TMVA : ResetStep: "50" [How often BFGS should reset history] --- Ghost_Upstream_TMVA : Tau: "3.000000e+00" [LineSearch "size step"] --- Ghost_Upstream_TMVA : BPMode: "sequential" [Back-propagation learning mode: sequential or batch] --- Ghost_Upstream_TMVA : BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events] --- Ghost_Upstream_TMVA : ConvergenceImprove: "1.000000e-30" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)] --- Ghost_Upstream_TMVA : ConvergenceTests: "-1" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)] --- Ghost_Upstream_TMVA : UseRegulator: "False" [Use regulator to avoid over-training] --- Ghost_Upstream_TMVA : UpdateLimit: "10000" [Maximum times of regulator update] --- Ghost_Upstream_TMVA : CalculateErrors: "False" [Calculates inverse Hessian matrix at the end of the training to be able to calculate the uncertainties of an MVA value] --- Ghost_Upstream_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] --- Ghost_Upstream_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 'TrackFitVeloChi2' (index=7). <---> Output : variable 'TrackFitVeloChi2' (index=7). --- Norm : Input : variable 'TrackFitVeloNDoF' (index=8). <---> Output : variable 'TrackFitVeloNDoF' (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 'RichAbovePiThres' (index=11). <---> Output : variable 'RichAbovePiThres' (index=11). --- Norm : Input : variable 'RichAboveKaThres' (index=12). <---> Output : variable 'RichAboveKaThres' (index=12). --- Norm : Input : variable 'RichAbovePrThres' (index=13). <---> Output : variable 'RichAbovePrThres' (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 'InAccBrem' (index=19). <---> Output : variable 'InAccBrem' (index=19). --- Norm : Input : variable 'BremPIDe' (index=20). <---> Output : variable 'BremPIDe' (index=20). --- Norm : Input : variable 'VeloCharge' (index=21). <---> Output : variable 'VeloCharge' (index=21). --- Ghost_Upstream_TMVA : Building Network --- Ghost_Upstream_TMVA : Initializing weights 2013-04-09 22:24:53 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_Signal: "0" [Number of training events of class Signal (default: 0 = all)] --- DataSetFactory : nTrain_Background: "0" [Number of training events of class Background (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_Signal: "0" [Number of test events of class Signal (default: 0 = all)] --- DataSetFactory : nTest_Background: "0" [Number of test events of class Background (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 "Signal" ... --- DataSetFactory : Weight expression for class 'Signal': "weight" --- DataSetFactory : Create training and testing trees -- looping over class "Background" ... --- DataSetFactory : Weight expression for class 'Background': "weight" --- DataSetFactory : Number of events in input trees (after possible flattening of arrays): --- DataSetFactory : Signal -- number of events : 750994 / sum of weights: 750994 --- DataSetFactory : Background -- number of events : 1249006 / sum of weights: 1.24901e+06 --- DataSetFactory : Signal tree -- total number of entries: 750994 --- DataSetFactory : Background tree -- total number of entries: 1249006 --- 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 Signal event weights by factor: 1 --- DataSetFactory : --> Rescale Background event weights by factor: 1 --- DataSetFactory : Number of training and testing events after rescaling: --- DataSetFactory : ------------------------------------------------------ --- DataSetFactory : Signal -- training events : 375497 (sum of weights: 375497) - requested were 0 events --- DataSetFactory : Signal -- testing events : 375497 (sum of weights: 375497) - requested were 0 events --- DataSetFactory : Signal -- training and testing events: 750994 (sum of weights: 750994) --- DataSetFactory : Background -- training events : 624503 (sum of weights: 624503) - requested were 0 events --- DataSetFactory : Background -- testing events : 624503 (sum of weights: 624503) - requested were 0 events --- DataSetFactory : Background -- training and testing events: 1249006 (sum of weights: 1.24901e+06) --- DataSetFactory : Create internal training tree --- DataSetFactory : Create internal testing tree --- DataSetInfo : Correlation matrix (Signal): --- DataSetInfo : -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackLikelihood TrackGhostProbability TrackCloneDist TrackFitVeloChi2 TrackFitVeloNDoF RichUsedAero RichUsedR1Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLbt InAccBrem BremPIDe VeloCharge --- DataSetInfo : TrackP: +1.000 +0.769 +0.067 +0.009 -0.006 +0.027 -0.007 +0.016 +0.004 -0.029 +0.044 +0.059 +0.108 +0.164 +0.045 +0.044 +0.044 +0.044 +0.044 -0.027 -0.027 -0.004 --- DataSetInfo : TrackPt: +0.769 +1.000 +0.049 -0.000 +0.001 +0.036 -0.006 +0.012 -0.000 +0.002 +0.042 +0.057 +0.095 +0.136 +0.043 +0.042 +0.042 +0.042 +0.043 +0.008 +0.008 -0.001 --- DataSetInfo : TrackChi2PerDof: +0.067 +0.049 +1.000 -0.077 -0.218 +0.520 +0.002 +0.501 -0.097 +0.187 +0.240 +0.289 +0.302 +0.249 +0.239 +0.239 +0.240 +0.240 +0.241 +0.011 +0.011 +0.038 --- DataSetInfo : TrackNumDof: +0.009 -0.000 -0.077 +1.000 +0.222 -0.284 -0.055 +0.474 +0.985 +0.049 +0.085 +0.072 +0.058 +0.047 +0.085 +0.085 +0.085 +0.085 +0.085 +0.110 +0.110 -0.123 --- DataSetInfo : TrackLikelihood: -0.006 +0.001 -0.218 +0.222 +1.000 -0.260 -0.003 -0.057 +0.219 +0.021 -0.066 -0.013 -0.016 -0.022 -0.066 -0.066 -0.066 -0.066 -0.066 +0.010 +0.010 +0.027 --- DataSetInfo : TrackGhostProbability: +0.027 +0.036 +0.520 -0.284 -0.260 +1.000 -0.014 +0.104 -0.240 +0.142 +0.045 +0.143 +0.168 +0.145 +0.043 +0.044 +0.046 +0.046 +0.047 +0.066 +0.066 +0.055 --- DataSetInfo : TrackCloneDist: -0.007 -0.006 +0.002 -0.055 -0.003 -0.014 +1.000 -0.018 -0.059 -0.030 -0.015 -0.036 -0.035 -0.028 -0.014 -0.015 -0.015 -0.015 -0.015 +0.002 +0.002 +0.021 --- DataSetInfo : TrackFitVeloChi2: +0.016 +0.012 +0.501 +0.474 -0.057 +0.104 -0.018 +1.000 +0.478 +0.200 +0.200 +0.239 +0.179 +0.117 +0.200 +0.200 +0.201 +0.201 +0.201 +0.122 +0.121 -0.022 --- DataSetInfo : TrackFitVeloNDoF: +0.004 -0.000 -0.097 +0.985 +0.219 -0.240 -0.059 +0.478 +1.000 +0.061 +0.070 +0.069 +0.056 +0.045 +0.070 +0.070 +0.070 +0.070 +0.071 +0.130 +0.130 -0.129 --- DataSetInfo : RichUsedAero: -0.029 +0.002 +0.187 +0.049 +0.021 +0.142 -0.030 +0.200 +0.061 +1.000 +0.638 +0.827 +0.470 +0.232 +0.633 +0.637 +0.641 +0.642 +0.643 +0.253 +0.253 +0.004 --- DataSetInfo : RichUsedR1Gas: +0.044 +0.042 +0.240 +0.085 -0.066 +0.045 -0.015 +0.200 +0.070 +0.638 +1.000 +0.771 +0.398 +0.232 +1.000 +1.000 +1.000 +1.000 +1.000 +0.183 +0.182 -0.014 --- DataSetInfo : RichAbovePiThres: +0.059 +0.057 +0.289 +0.072 -0.013 +0.143 -0.036 +0.239 +0.069 +0.827 +0.771 +1.000 +0.517 +0.301 +0.769 +0.771 +0.773 +0.774 +0.774 +0.212 +0.211 -0.004 --- DataSetInfo : RichAboveKaThres: +0.108 +0.095 +0.302 +0.058 -0.016 +0.168 -0.035 +0.179 +0.056 +0.470 +0.398 +0.517 +1.000 +0.582 +0.397 +0.398 +0.399 +0.401 +0.402 +0.122 +0.122 -0.012 --- DataSetInfo : RichAbovePrThres: +0.164 +0.136 +0.249 +0.047 -0.022 +0.145 -0.028 +0.117 +0.045 +0.232 +0.232 +0.301 +0.582 +1.000 +0.233 +0.232 +0.233 +0.233 +0.236 +0.065 +0.065 -0.012 --- DataSetInfo : RichDLLe: +0.045 +0.043 +0.239 +0.085 -0.066 +0.043 -0.014 +0.200 +0.070 +0.633 +1.000 +0.769 +0.397 +0.233 +1.000 +1.000 +1.000 +1.000 +1.000 +0.181 +0.181 -0.014 --- DataSetInfo : RichDLLmu: +0.044 +0.042 +0.239 +0.085 -0.066 +0.044 -0.015 +0.200 +0.070 +0.637 +1.000 +0.771 +0.398 +0.232 +1.000 +1.000 +1.000 +1.000 +1.000 +0.183 +0.182 -0.014 --- DataSetInfo : RichDLLk: +0.044 +0.042 +0.240 +0.085 -0.066 +0.046 -0.015 +0.201 +0.070 +0.641 +1.000 +0.773 +0.399 +0.233 +1.000 +1.000 +1.000 +1.000 +1.000 +0.184 +0.183 -0.014 --- DataSetInfo : RichDLLp: +0.044 +0.042 +0.240 +0.085 -0.066 +0.046 -0.015 +0.201 +0.070 +0.642 +1.000 +0.774 +0.401 +0.233 +1.000 +1.000 +1.000 +1.000 +1.000 +0.184 +0.184 -0.014 --- DataSetInfo : RichDLLbt: +0.044 +0.043 +0.241 +0.085 -0.066 +0.047 -0.015 +0.201 +0.071 +0.643 +1.000 +0.774 +0.402 +0.236 +1.000 +1.000 +1.000 +1.000 +1.000 +0.184 +0.184 -0.014 --- DataSetInfo : InAccBrem: -0.027 +0.008 +0.011 +0.110 +0.010 +0.066 +0.002 +0.122 +0.130 +0.253 +0.183 +0.212 +0.122 +0.065 +0.181 +0.183 +0.184 +0.184 +0.184 +1.000 +1.000 -0.004 --- DataSetInfo : BremPIDe: -0.027 +0.008 +0.011 +0.110 +0.010 +0.066 +0.002 +0.121 +0.130 +0.253 +0.182 +0.211 +0.122 +0.065 +0.181 +0.182 +0.183 +0.184 +0.184 +1.000 +1.000 -0.004 --- DataSetInfo : VeloCharge: -0.004 -0.001 +0.038 -0.123 +0.027 +0.055 +0.021 -0.022 -0.129 +0.004 -0.014 -0.004 -0.012 -0.012 -0.014 -0.014 -0.014 -0.014 -0.014 -0.004 -0.004 +1.000 --- DataSetInfo : -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : Correlation matrix (Background): --- DataSetInfo : -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackLikelihood TrackGhostProbability TrackCloneDist TrackFitVeloChi2 TrackFitVeloNDoF RichUsedAero RichUsedR1Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLbt InAccBrem BremPIDe VeloCharge --- DataSetInfo : TrackP: +1.000 +0.727 +0.043 +0.013 +0.006 +0.017 -0.008 +0.016 +0.016 -0.102 -0.028 -0.018 +0.057 +0.107 -0.027 -0.028 -0.029 -0.029 -0.028 -0.113 -0.113 +0.001 --- DataSetInfo : TrackPt: +0.727 +1.000 +0.033 -0.024 -0.004 +0.041 -0.007 -0.008 -0.022 -0.006 +0.030 +0.037 +0.074 +0.103 +0.030 +0.030 +0.030 +0.030 +0.031 -0.014 -0.014 +0.004 --- DataSetInfo : TrackChi2PerDof: +0.043 +0.033 +1.000 +0.041 -0.432 +0.493 +0.003 +0.565 +0.055 +0.031 +0.046 +0.069 +0.117 +0.102 +0.048 +0.046 +0.046 +0.047 +0.047 -0.006 -0.006 -0.001 --- DataSetInfo : TrackNumDof: +0.013 -0.024 +0.041 +1.000 -0.033 -0.396 -0.022 +0.650 +0.986 -0.013 +0.148 +0.116 +0.088 +0.079 +0.153 +0.148 +0.147 +0.147 +0.147 +0.197 +0.197 -0.116 --- DataSetInfo : TrackLikelihood: +0.006 -0.004 -0.432 -0.033 +1.000 -0.328 -0.059 -0.270 -0.063 +0.030 +0.009 +0.040 +0.030 +0.001 +0.007 +0.008 +0.008 +0.008 +0.008 -0.109 -0.109 +0.160 --- DataSetInfo : TrackGhostProbability: +0.017 +0.041 +0.493 -0.396 -0.328 +1.000 +0.002 -0.015 -0.315 +0.009 -0.068 -0.033 +0.009 +0.028 -0.069 -0.068 -0.067 -0.067 -0.067 -0.100 -0.100 +0.065 --- DataSetInfo : TrackCloneDist: -0.008 -0.007 +0.003 -0.022 -0.059 +0.002 +1.000 -0.011 -0.021 -0.056 -0.031 -0.065 -0.049 -0.027 -0.030 -0.031 -0.032 -0.032 -0.032 -0.003 -0.003 +0.031 --- DataSetInfo : TrackFitVeloChi2: +0.016 -0.008 +0.565 +0.650 -0.270 -0.015 -0.011 +1.000 +0.658 +0.035 +0.124 +0.128 +0.112 +0.087 +0.128 +0.124 +0.124 +0.124 +0.125 +0.133 +0.133 -0.080 --- DataSetInfo : TrackFitVeloNDoF: +0.016 -0.022 +0.055 +0.986 -0.063 -0.315 -0.021 +0.658 +1.000 -0.019 +0.135 +0.106 +0.082 +0.079 +0.140 +0.135 +0.134 +0.134 +0.134 +0.192 +0.192 -0.117 --- DataSetInfo : RichUsedAero: -0.102 -0.006 +0.031 -0.013 +0.030 +0.009 -0.056 +0.035 -0.019 +1.000 +0.740 +0.833 +0.353 +0.139 +0.733 +0.739 +0.742 +0.743 +0.743 +0.259 +0.259 -0.032 --- DataSetInfo : RichUsedR1Gas: -0.028 +0.030 +0.046 +0.148 +0.009 -0.068 -0.031 +0.124 +0.135 +0.740 +1.000 +0.888 +0.379 +0.173 +1.000 +1.000 +1.000 +1.000 +1.000 +0.271 +0.271 -0.046 --- DataSetInfo : RichAbovePiThres: -0.018 +0.037 +0.069 +0.116 +0.040 -0.033 -0.065 +0.128 +0.106 +0.833 +0.888 +1.000 +0.426 +0.194 +0.885 +0.888 +0.889 +0.890 +0.890 +0.246 +0.246 -0.044 --- DataSetInfo : RichAboveKaThres: +0.057 +0.074 +0.117 +0.088 +0.030 +0.009 -0.049 +0.112 +0.082 +0.353 +0.379 +0.426 +1.000 +0.456 +0.378 +0.375 +0.375 +0.379 +0.381 +0.099 +0.098 -0.021 --- DataSetInfo : RichAbovePrThres: +0.107 +0.103 +0.102 +0.079 +0.001 +0.028 -0.027 +0.087 +0.079 +0.139 +0.173 +0.194 +0.456 +1.000 +0.174 +0.170 +0.170 +0.171 +0.175 +0.037 +0.037 -0.001 --- DataSetInfo : RichDLLe: -0.027 +0.030 +0.048 +0.153 +0.007 -0.069 -0.030 +0.128 +0.140 +0.733 +1.000 +0.885 +0.378 +0.174 +1.000 +1.000 +1.000 +0.999 +0.999 +0.271 +0.271 -0.043 --- DataSetInfo : RichDLLmu: -0.028 +0.030 +0.046 +0.148 +0.008 -0.068 -0.031 +0.124 +0.135 +0.739 +1.000 +0.888 +0.375 +0.170 +1.000 +1.000 +1.000 +1.000 +1.000 +0.271 +0.271 -0.046 --- DataSetInfo : RichDLLk: -0.029 +0.030 +0.046 +0.147 +0.008 -0.067 -0.032 +0.124 +0.134 +0.742 +1.000 +0.889 +0.375 +0.170 +1.000 +1.000 +1.000 +1.000 +1.000 +0.271 +0.271 -0.047 --- DataSetInfo : RichDLLp: -0.029 +0.030 +0.047 +0.147 +0.008 -0.067 -0.032 +0.124 +0.134 +0.743 +1.000 +0.890 +0.379 +0.171 +0.999 +1.000 +1.000 +1.000 +1.000 +0.271 +0.271 -0.047 --- DataSetInfo : RichDLLbt: -0.028 +0.031 +0.047 +0.147 +0.008 -0.067 -0.032 +0.125 +0.134 +0.743 +1.000 +0.890 +0.381 +0.175 +0.999 +1.000 +1.000 +1.000 +1.000 +0.272 +0.271 -0.047 --- DataSetInfo : InAccBrem: -0.113 -0.014 -0.006 +0.197 -0.109 -0.100 -0.003 +0.133 +0.192 +0.259 +0.271 +0.246 +0.099 +0.037 +0.271 +0.271 +0.271 +0.271 +0.272 +1.000 +1.000 -0.042 --- DataSetInfo : BremPIDe: -0.113 -0.014 -0.006 +0.197 -0.109 -0.100 -0.003 +0.133 +0.192 +0.259 +0.271 +0.246 +0.098 +0.037 +0.271 +0.271 +0.271 +0.271 +0.271 +1.000 +1.000 -0.042 --- DataSetInfo : VeloCharge: +0.001 +0.004 -0.001 -0.116 +0.160 +0.065 +0.031 -0.080 -0.117 -0.032 -0.046 -0.044 -0.021 -0.001 -0.043 -0.046 -0.047 -0.047 -0.047 -0.042 -0.042 +1.000 --- DataSetInfo : -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetFactory : --- Factory : --- Factory : current transformation string: 'I' --- Factory : Create Transformation "I" with events from all classes. --- Id : Transformation, Variable selection : --- Id : Input : variable 'TrackP' (index=0). <---> Output : variable 'TrackP' (index=0). --- Id : Input : variable 'TrackPt' (index=1). <---> Output : variable 'TrackPt' (index=1). --- Id : Input : variable 'TrackChi2PerDof' (index=2). <---> Output : variable 'TrackChi2PerDof' (index=2). --- Id : Input : variable 'TrackNumDof' (index=3). <---> Output : variable 'TrackNumDof' (index=3). --- Id : Input : variable 'TrackLikelihood' (index=4). <---> Output : variable 'TrackLikelihood' (index=4). --- Id : Input : variable 'TrackGhostProbability' (index=5). <---> Output : variable 'TrackGhostProbability' (index=5). --- Id : Input : variable 'TrackCloneDist' (index=6). <---> Output : variable 'TrackCloneDist' (index=6). --- Id : Input : variable 'TrackFitVeloChi2' (index=7). <---> Output : variable 'TrackFitVeloChi2' (index=7). --- Id : Input : variable 'TrackFitVeloNDoF' (index=8). <---> Output : variable 'TrackFitVeloNDoF' (index=8). --- Id : Input : variable 'RichUsedAero' (index=9). <---> Output : variable 'RichUsedAero' (index=9). --- Id : Input : variable 'RichUsedR1Gas' (index=10). <---> Output : variable 'RichUsedR1Gas' (index=10). --- Id : Input : variable 'RichAbovePiThres' (index=11). <---> Output : variable 'RichAbovePiThres' (index=11). --- Id : Input : variable 'RichAboveKaThres' (index=12). <---> Output : variable 'RichAboveKaThres' (index=12). --- Id : Input : variable 'RichAbovePrThres' (index=13). <---> Output : variable 'RichAbovePrThres' (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 'InAccBrem' (index=19). <---> Output : variable 'InAccBrem' (index=19). --- Id : Input : variable 'BremPIDe' (index=20). <---> Output : variable 'BremPIDe' (index=20). --- Id : Input : variable 'VeloCharge' (index=21). <---> Output : variable 'VeloCharge' (index=21). --- 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 'TrackFitVeloChi2' (index=7). <---> Output : variable 'TrackFitVeloChi2' (index=7). --- Deco : Input : variable 'TrackFitVeloNDoF' (index=8). <---> Output : variable 'TrackFitVeloNDoF' (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 'RichAbovePiThres' (index=11). <---> Output : variable 'RichAbovePiThres' (index=11). --- Deco : Input : variable 'RichAboveKaThres' (index=12). <---> Output : variable 'RichAboveKaThres' (index=12). --- Deco : Input : variable 'RichAbovePrThres' (index=13). <---> Output : variable 'RichAbovePrThres' (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 'InAccBrem' (index=19). <---> Output : variable 'InAccBrem' (index=19). --- Deco : Input : variable 'BremPIDe' (index=20). <---> Output : variable 'BremPIDe' (index=20). --- Deco : Input : variable 'VeloCharge' (index=21). <---> Output : variable 'VeloCharge' (index=21). --- 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 'TrackFitVeloChi2' (index=7). <---> Output : variable 'TrackFitVeloChi2' (index=7). --- PCA : Input : variable 'TrackFitVeloNDoF' (index=8). <---> Output : variable 'TrackFitVeloNDoF' (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 'RichAbovePiThres' (index=11). <---> Output : variable 'RichAbovePiThres' (index=11). --- PCA : Input : variable 'RichAboveKaThres' (index=12). <---> Output : variable 'RichAboveKaThres' (index=12). --- PCA : Input : variable 'RichAbovePrThres' (index=13). <---> Output : variable 'RichAbovePrThres' (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 'InAccBrem' (index=19). <---> Output : variable 'InAccBrem' (index=19). --- PCA : Input : variable 'BremPIDe' (index=20). <---> Output : variable 'BremPIDe' (index=20). --- PCA : Input : variable 'VeloCharge' (index=21). <---> Output : variable 'VeloCharge' (index=21). --- 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 'TrackFitVeloChi2' (index=7). <---> Output : variable 'TrackFitVeloChi2' (index=7). --- Gauss : Input : variable 'TrackFitVeloNDoF' (index=8). <---> Output : variable 'TrackFitVeloNDoF' (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 'RichAbovePiThres' (index=11). <---> Output : variable 'RichAbovePiThres' (index=11). --- Gauss : Input : variable 'RichAboveKaThres' (index=12). <---> Output : variable 'RichAboveKaThres' (index=12). --- Gauss : Input : variable 'RichAbovePrThres' (index=13). <---> Output : variable 'RichAbovePrThres' (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 'InAccBrem' (index=19). <---> Output : variable 'InAccBrem' (index=19). --- Gauss : Input : variable 'BremPIDe' (index=20). <---> Output : variable 'BremPIDe' (index=20). --- Gauss : Input : variable 'VeloCharge' (index=21). <---> Output : variable 'VeloCharge' (index=21). --- 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 'TrackFitVeloChi2' (index=7). <---> Output : variable 'TrackFitVeloChi2' (index=7). --- Deco : Input : variable 'TrackFitVeloNDoF' (index=8). <---> Output : variable 'TrackFitVeloNDoF' (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 'RichAbovePiThres' (index=11). <---> Output : variable 'RichAbovePiThres' (index=11). --- Deco : Input : variable 'RichAboveKaThres' (index=12). <---> Output : variable 'RichAboveKaThres' (index=12). --- Deco : Input : variable 'RichAbovePrThres' (index=13). <---> Output : variable 'RichAbovePrThres' (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 'InAccBrem' (index=19). <---> Output : variable 'InAccBrem' (index=19). --- Deco : Input : variable 'BremPIDe' (index=20). <---> Output : variable 'BremPIDe' (index=20). --- Deco : Input : variable 'VeloCharge' (index=21). <---> Output : variable 'VeloCharge' (index=21). --- Id : Preparing the Identity transformation... --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Variable Mean RMS [ Min Max ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : TrackP: 3853.3 29317. [ 172.49 4.9703e+06 ] --- TFHandler_Factory : TrackPt: 397.35 3704.1 [ 0.83294 9.9527e+05 ] --- TFHandler_Factory : TrackChi2PerDof: 1.0996 0.59413 [ 0.0030240 2.9996 ] --- TFHandler_Factory : TrackNumDof: 8.8685 3.0382 [ 4.0000 28.000 ] --- TFHandler_Factory : TrackLikelihood: -5.9091 6.5418 [ -99.624 -0.31923 ] --- TFHandler_Factory : TrackGhostProbability: 0.35162 0.19532 [ 0.031758 1.0000 ] --- TFHandler_Factory : TrackCloneDist: -932.67 498.18 [ -999.00 4999.7 ] --- TFHandler_Factory : TrackFitVeloChi2: 5.7869 4.6167 [ 2.5049e-05 51.080 ] --- TFHandler_Factory : TrackFitVeloNDoF: 5.2305 2.9462 [ 1.0000 24.000 ] --- TFHandler_Factory : RichUsedAero: 0.59970 0.48996 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichUsedR1Gas: 0.74412 0.43635 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAbovePiThres: 0.67410 0.46871 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAboveKaThres: 0.33587 0.47230 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichAbovePrThres: 0.11045 0.31345 [ 0.0000 1.0000 ] --- TFHandler_Factory : RichDLLe: -264.14 431.04 [ -999.00 107.51 ] --- TFHandler_Factory : RichDLLmu: -256.82 435.23 [ -999.00 69.574 ] --- TFHandler_Factory : RichDLLk: -252.34 437.88 [ -999.00 99.528 ] --- TFHandler_Factory : RichDLLp: -251.09 438.62 [ -999.00 62.617 ] --- TFHandler_Factory : RichDLLbt: -250.59 438.91 [ -999.00 47.853 ] --- TFHandler_Factory : InAccBrem: 0.89913 0.30116 [ 0.0000 1.0000 ] --- TFHandler_Factory : BremPIDe: -100.91 300.82 [ -999.00 4.7915 ] --- TFHandler_Factory : VeloCharge: 0.93670 0.14711 [ 0.48689 5.4944 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Id --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 22 input variables and 0 target values would require 231 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 --- 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: 0.12881 1.0000 [ -0.00098501 178.55 ] --- TFHandler_Factory : TrackPt: 0.033893 1.0000 [ -108.93 247.70 ] --- TFHandler_Factory : TrackChi2PerDof: 1.8577 1.0000 [ -6.4271 7.5973 ] --- TFHandler_Factory : TrackNumDof: 7.0813 1.0000 [ 0.61649 14.639 ] --- TFHandler_Factory : TrackLikelihood: -1.2730 1.0000 [ -16.081 0.47337 ] --- TFHandler_Factory : TrackGhostProbability: 4.8237 1.0000 [ -1.4681 11.714 ] --- TFHandler_Factory : TrackCloneDist: -1.8886 1.0000 [ -2.0833 10.587 ] --- TFHandler_Factory : TrackFitVeloChi2: 0.31723 1.0000 [ -4.4644 11.044 ] --- TFHandler_Factory : TrackFitVeloNDoF: -3.0750 1.0000 [ -9.2096 2.6965 ] --- TFHandler_Factory : RichUsedAero: 2.0104 1.0000 [ -4.0045 18.888 ] --- TFHandler_Factory : RichUsedR1Gas: 295.12 1.0000 [ 278.38 315.47 ] --- TFHandler_Factory : RichAbovePiThres: 2.2846 1.0000 [ -9.0920 6.9167 ] --- TFHandler_Factory : RichAboveKaThres: -0.23865 1.0000 [ -11.108 19.450 ] --- TFHandler_Factory : RichAbovePrThres: -0.32054 1.0000 [ -19.405 28.843 ] --- TFHandler_Factory : RichDLLe: -1.4771 1.0000 [ -11.444 9.3059 ] --- TFHandler_Factory : RichDLLmu: -0.86151 1.0000 [ -8.4775 14.112 ] --- TFHandler_Factory : RichDLLk: 0.074393 1.0000 [ -14.984 29.619 ] --- TFHandler_Factory : RichDLLp: 0.29692 1.0000 [ -18.847 22.875 ] --- TFHandler_Factory : RichDLLbt: 0.28733 1.0000 [ -36.198 15.438 ] --- TFHandler_Factory : InAccBrem: 1625.6 1.0000 [ 1617.1 1627.9 ] --- TFHandler_Factory : BremPIDe: -1.8615 1.0000 [ -10.073 16.237 ] --- TFHandler_Factory : VeloCharge: 7.0848 1.0000 [ 3.6463 38.311 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Deco --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 22 input variables and 0 target values would require 231 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: 6.7188e-07 29447. [ -4.9623e+06 3697.8 ] --- TFHandler_Factory : TrackPt: 8.4024e-08 2466.1 [ -5.8203e+05 3.0115e+05 ] --- TFHandler_Factory : TrackChi2PerDof: -2.9546e-08 977.54 [ -13812. 5497.2 ] --- TFHandler_Factory : TrackNumDof: 1.2236e-09 497.43 [ -125.78 6194.8 ] --- TFHandler_Factory : TrackLikelihood: -4.9859e-09 290.04 [ -5474.9 2581.4 ] --- TFHandler_Factory : TrackGhostProbability: 1.8886e-10 9.8178 [ -125.77 98.917 ] --- TFHandler_Factory : TrackCloneDist: -1.1503e-10 6.5183 [ -15.107 91.134 ] --- TFHandler_Factory : TrackFitVeloChi2: 1.4564e-10 5.4606 [ -37.955 43.662 ] --- TFHandler_Factory : TrackFitVeloNDoF: -1.1240e-10 4.8139 [ -40.211 71.145 ] --- TFHandler_Factory : RichUsedAero: 1.5171e-10 2.6852 [ -17.478 17.277 ] --- TFHandler_Factory : RichUsedR1Gas: 7.5748e-11 2.2895 [ -31.887 65.028 ] --- TFHandler_Factory : RichAbovePiThres: 3.9945e-11 1.3416 [ -22.460 39.790 ] --- TFHandler_Factory : RichAboveKaThres: 8.6632e-12 0.44371 [ -4.4451 2.9483 ] --- TFHandler_Factory : RichAbovePrThres: -1.2807e-11 0.38855 [ -3.9821 3.5115 ] --- TFHandler_Factory : RichDLLe: 6.2037e-12 0.33970 [ -4.0451 6.5854 ] --- TFHandler_Factory : RichDLLmu: -3.6885e-12 0.29937 [ -5.0017 3.7595 ] --- TFHandler_Factory : RichDLLk: 3.5333e-12 0.19754 [ -3.1965 5.2602 ] --- TFHandler_Factory : RichDLLp: -3.4813e-12 0.15497 [ -1.1447 2.3129 ] --- TFHandler_Factory : RichDLLbt: -1.7277e-12 0.14471 [ -4.4308 0.52540 ] --- TFHandler_Factory : InAccBrem: 2.0539e-12 0.12227 [ -0.77320 1.0302 ] --- TFHandler_Factory : BremPIDe: -2.0887e-13 0.0033631 [ -0.068405 0.056347 ] --- TFHandler_Factory : VeloCharge: 3.4087e-14 0.00061417 [ -0.0014201 0.0051854 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for PCA --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 22 input variables and 0 target values would require 231 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: 0.81022 1.0000 [ -10.389 11.345 ] --- TFHandler_Factory : TrackPt: -0.83231 1.0000 [ -8.9570 5.0987 ] --- TFHandler_Factory : TrackChi2PerDof: 0.091425 1.0000 [ -5.5012 8.6484 ] --- TFHandler_Factory : TrackNumDof: -0.21924 1.0000 [ -5.0244 7.2697 ] --- TFHandler_Factory : TrackLikelihood: -0.19260 1.0000 [ -7.5859 7.1279 ] --- TFHandler_Factory : TrackGhostProbability: 0.34074 1.0000 [ -4.5846 9.2132 ] --- TFHandler_Factory : TrackCloneDist: -4.5690 1.0000 [ -5.2558 5.4028 ] --- TFHandler_Factory : TrackFitVeloChi2: -0.19741 1.0000 [ -6.0542 6.5524 ] --- TFHandler_Factory : TrackFitVeloNDoF: -0.0091513 1.0000 [ -7.0099 3.1179 ] --- TFHandler_Factory : RichUsedAero: 0.27718 1.0000 [ -3.4631 1.7875 ] --- TFHandler_Factory : RichUsedR1Gas: 6.1824 1.0000 [ 0.12809 9.4343 ] --- TFHandler_Factory : RichAbovePiThres: 0.83968 1.0000 [ -2.3198 3.8760 ] --- TFHandler_Factory : RichAboveKaThres: -0.30267 1.0000 [ -1.5683 2.1537 ] --- TFHandler_Factory : RichAbovePrThres: -0.92649 1.0000 [ -2.4623 2.4507 ] --- TFHandler_Factory : RichDLLe: -2.6205 1.0000 [ -5.8946 7.2715 ] --- TFHandler_Factory : RichDLLmu: -2.6683 1.0000 [ -5.3994 6.9398 ] --- TFHandler_Factory : RichDLLk: -1.8939 1.0000 [ -8.6486 12.784 ] --- TFHandler_Factory : RichDLLp: -1.8339 1.0000 [ -13.930 19.751 ] --- TFHandler_Factory : RichDLLbt: -2.0680 1.0000 [ -20.094 15.714 ] --- TFHandler_Factory : InAccBrem: 3.6481 1.0000 [ -0.082589 5.7240 ] --- TFHandler_Factory : BremPIDe: -3.3393 1.0000 [ -6.0190 4.6128 ] --- TFHandler_Factory : VeloCharge: 0.26051 1.0000 [ -4.6358 6.2177 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Gauss_Deco --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 22 input variables and 0 target values would require 231 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 : RichUsedAero : 1.416e-01 --- IdTransformation : 2 : TrackLikelihood : 1.381e-01 --- IdTransformation : 3 : RichAbovePiThres : 1.288e-01 --- IdTransformation : 4 : RichDLLe : 1.281e-01 --- IdTransformation : 5 : TrackGhostProbability : 1.143e-01 --- IdTransformation : 6 : RichDLLp : 8.949e-02 --- IdTransformation : 7 : RichDLLmu : 8.381e-02 --- IdTransformation : 8 : RichDLLk : 8.119e-02 --- IdTransformation : 9 : RichDLLbt : 7.926e-02 --- IdTransformation : 10 : RichUsedR1Gas : 7.775e-02 --- IdTransformation : 11 : RichAboveKaThres : 6.984e-02 --- IdTransformation : 12 : TrackNumDof : 5.549e-02 --- IdTransformation : 13 : TrackChi2PerDof : 4.332e-02 --- IdTransformation : 14 : TrackFitVeloChi2 : 1.940e-02 --- IdTransformation : 15 : TrackFitVeloNDoF : 1.699e-02 --- IdTransformation : 16 : TrackPt : 1.561e-02 --- IdTransformation : 17 : VeloCharge : 1.116e-02 --- IdTransformation : 18 : RichAbovePrThres : 1.088e-02 --- IdTransformation : 19 : TrackCloneDist : 8.043e-03 --- IdTransformation : 20 : BremPIDe : 5.796e-03 --- IdTransformation : 21 : InAccBrem : 5.726e-03 --- IdTransformation : 22 : TrackP : 4.264e-03 --- IdTransformation : ---------------------------------------------- --- Factory : --- Factory : Train all methods for Classification ... --- Factory : Train method: Ghost_Upstream_TMVA for Classification --- Ghost_Upstream_TMVA : --- Ghost_Upstream_TMVA : ================================================================ --- Ghost_Upstream_TMVA : H e l p f o r M V A m e t h o d [ Ghost_Upstream_TMVA ] : --- Ghost_Upstream_TMVA : --- Ghost_Upstream_TMVA : --- Short description: --- Ghost_Upstream_TMVA : --- Ghost_Upstream_TMVA : The MLP artificial neural network (ANN) is a traditional feed- --- Ghost_Upstream_TMVA : forward multilayer perceptron impementation. The MLP has a user- --- Ghost_Upstream_TMVA : defined hidden layer architecture, while the number of input (output) --- Ghost_Upstream_TMVA : nodes is determined by the input variables (output classes, i.e., --- Ghost_Upstream_TMVA : signal and one background). --- Ghost_Upstream_TMVA : --- Ghost_Upstream_TMVA : --- Performance optimisation: --- Ghost_Upstream_TMVA : --- Ghost_Upstream_TMVA : Neural networks are stable and performing for a large variety of --- Ghost_Upstream_TMVA : linear and non-linear classification problems. However, in contrast --- Ghost_Upstream_TMVA : to (e.g.) boosted decision trees, the user is advised to reduce the --- Ghost_Upstream_TMVA : number of input variables that have only little discrimination power. --- Ghost_Upstream_TMVA : --- Ghost_Upstream_TMVA : In the tests we have carried out so far, the MLP and ROOT networks --- Ghost_Upstream_TMVA : (TMlpANN, interfaced via TMVA) performed equally well, with however --- Ghost_Upstream_TMVA : a clear speed advantage for the MLP. The Clermont-Ferrand neural --- Ghost_Upstream_TMVA : net (CFMlpANN) exhibited worse classification performance in these --- Ghost_Upstream_TMVA : tests, which is partly due to the slow convergence of its training --- Ghost_Upstream_TMVA : (at least 10k training cycles are required to achieve approximately --- Ghost_Upstream_TMVA : competitive results). --- Ghost_Upstream_TMVA : --- Ghost_Upstream_TMVA : Overtraining: only the TMlpANN performs an explicit separation of the --- Ghost_Upstream_TMVA : full training sample into independent training and validation samples. --- Ghost_Upstream_TMVA : We have found that in most high-energy physics applications the --- Ghost_Upstream_TMVA : avaliable degrees of freedom (training events) are sufficient to --- Ghost_Upstream_TMVA : constrain the weights of the relatively simple architectures required --- Ghost_Upstream_TMVA : to achieve good performance. Hence no overtraining should occur, and --- Ghost_Upstream_TMVA : the use of validation samples would only reduce the available training --- Ghost_Upstream_TMVA : information. However, if the perrormance on the training sample is --- Ghost_Upstream_TMVA : found to be significantly better than the one found with the inde- --- Ghost_Upstream_TMVA : pendent test sample, caution is needed. The results for these samples --- Ghost_Upstream_TMVA : are printed to standard output at the end of each training job. --- Ghost_Upstream_TMVA : --- Ghost_Upstream_TMVA : --- Performance tuning via configuration options: --- Ghost_Upstream_TMVA : --- Ghost_Upstream_TMVA : The hidden layer architecture for all ANNs is defined by the option --- Ghost_Upstream_TMVA : "HiddenLayers=N+1,N,...", where here the first hidden layer has N+1 --- Ghost_Upstream_TMVA : neurons and the second N neurons (and so on), and where N is the number --- Ghost_Upstream_TMVA : of input variables. Excessive numbers of hidden layers should be avoided, --- Ghost_Upstream_TMVA : in favour of more neurons in the first hidden layer. --- Ghost_Upstream_TMVA : --- Ghost_Upstream_TMVA : The number of cycles should be above 500. As said, if the number of --- Ghost_Upstream_TMVA : adjustable weights is small compared to the training sample size, --- Ghost_Upstream_TMVA : using a large number of training samples should not lead to overtraining. --- Ghost_Upstream_TMVA : --- Ghost_Upstream_TMVA : --- Ghost_Upstream_TMVA : ================================================================ --- Ghost_Upstream_TMVA : --- Norm : Preparing the transformation. --- TFHandler_Ghost_Upstre...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Ghost_Upstre...: Variable Mean RMS [ Min Max ] --- TFHandler_Ghost_Upstre...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Ghost_Upstre...: TrackP: -0.99852 0.011797 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackPt: -0.99920 0.0074434 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackChi2PerDof: -0.26812 0.39654 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackNumDof: -0.59429 0.25318 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackLikelihood: 0.88742 0.13175 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackGhostProbability: -0.33929 0.40345 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackCloneDist: -0.97788 0.16609 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackFitVeloChi2: -0.77342 0.18076 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackFitVeloNDoF: -0.63213 0.25619 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichUsedAero: 0.19939 0.97992 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichUsedR1Gas: 0.48825 0.87271 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichAbovePiThres: 0.34819 0.93742 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichAboveKaThres: -0.32825 0.94459 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichAbovePrThres: -0.77910 0.62690 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLe: 0.32824 0.77910 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLmu: 0.38910 0.81460 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLk: 0.35939 0.79721 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLp: 0.40901 0.82632 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLbt: 0.42982 0.83853 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: InAccBrem: 0.79825 0.60232 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: BremPIDe: 0.78940 0.59936 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: VeloCharge: -0.82035 0.058758 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: ---------------------------------------------------------------------------------------------------------------------------- --- Ghost_Upstream_TMVA : Begin training --- Ghost_Upstream_TMVA : Training Network --- Ghost_Upstream_TMVA : End of training --- Ghost_Upstream_TMVA : Elapsed time for training with 1000000 events: 4.14e+04 sec --- Ghost_Upstream_TMVA : Create MVA output for classification on training sample --- Ghost_Upstream_TMVA : Evaluation of Ghost_Upstream_TMVA on training sample (1000000 events) --- Ghost_Upstream_TMVA : Elapsed time for evaluation of 1000000 events: 21.8 sec --- Ghost_Upstream_TMVA : Creating weight file in xml format: ./GlobalPID_Ghost_Upstream_TMVA.weights.xml --- Ghost_Upstream_TMVA : Creating standalone response class: ./GlobalPID_Ghost_Upstream_TMVA.class.C --- Ghost_Upstream_TMVA : Write special histos to file: Upstream-Ghost-TMVA.root:/Method_MLP/Ghost_Upstream_TMVA --- Factory : Training finished --- Factory : --- Factory : Ranking input variables (method specific)... --- Ghost_Upstream_TMVA : Ranking result (top variable is best ranked) --- Ghost_Upstream_TMVA : ---------------------------------------------- --- Ghost_Upstream_TMVA : Rank : Variable : Importance --- Ghost_Upstream_TMVA : ---------------------------------------------- --- Ghost_Upstream_TMVA : 1 : TrackFitVeloNDoF : 2.081e+03 --- Ghost_Upstream_TMVA : 2 : TrackNumDof : 1.736e+03 --- Ghost_Upstream_TMVA : 3 : TrackP : 1.356e+03 --- Ghost_Upstream_TMVA : 4 : TrackLikelihood : 1.013e+03 --- Ghost_Upstream_TMVA : 5 : TrackPt : 6.000e+02 --- Ghost_Upstream_TMVA : 6 : TrackFitVeloChi2 : 5.300e+02 --- Ghost_Upstream_TMVA : 7 : TrackCloneDist : 5.125e+02 --- Ghost_Upstream_TMVA : 8 : VeloCharge : 4.410e+02 --- Ghost_Upstream_TMVA : 9 : RichDLLe : 3.053e+02 --- Ghost_Upstream_TMVA : 10 : BremPIDe : 3.008e+02 --- Ghost_Upstream_TMVA : 11 : InAccBrem : 2.783e+02 --- Ghost_Upstream_TMVA : 12 : RichDLLbt : 6.310e+01 --- Ghost_Upstream_TMVA : 13 : RichAboveKaThres : 3.537e+01 --- Ghost_Upstream_TMVA : 14 : RichDLLp : 3.270e+01 --- Ghost_Upstream_TMVA : 15 : RichUsedR1Gas : 3.100e+01 --- Ghost_Upstream_TMVA : 16 : RichDLLmu : 2.737e+01 --- Ghost_Upstream_TMVA : 17 : RichAbovePiThres : 2.330e+01 --- Ghost_Upstream_TMVA : 18 : TrackGhostProbability : 2.176e+01 --- Ghost_Upstream_TMVA : 19 : RichAbovePrThres : 2.035e+01 --- Ghost_Upstream_TMVA : 20 : RichDLLk : 1.491e+01 --- Ghost_Upstream_TMVA : 21 : TrackChi2PerDof : 1.102e+01 --- Ghost_Upstream_TMVA : 22 : RichUsedAero : 1.983e+00 --- Ghost_Upstream_TMVA : ---------------------------------------------- --- Factory : --- Factory : === Destroy and recreate all methods via weight files for testing === --- Factory : --- MethodBase : Reading weight file: ./GlobalPID_Ghost_Upstream_TMVA.weights.xml --- Ghost_Upstream_TMVA : Read method "Ghost_Upstream_TMVA" of type "MLP" --- Ghost_Upstream_TMVA : MVA method was trained with TMVA Version: 4.1.4 --- Ghost_Upstream_TMVA : MVA method was trained with ROOT Version: 5.34/05 --- Ghost_Upstream_TMVA : Building Network --- Ghost_Upstream_TMVA : Initializing weights --- Factory : Test all methods... --- Factory : Test method: Ghost_Upstream_TMVA for Classification performance --- Ghost_Upstream_TMVA : Evaluation of Ghost_Upstream_TMVA on testing sample (1000000 events) --- Ghost_Upstream_TMVA : Elapsed time for evaluation of 1000000 events: 21.6 sec --- Factory : Evaluate all methods... --- Factory : Evaluate classifier: Ghost_Upstream_TMVA --- TFHandler_Ghost_Upstre...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Ghost_Upstre...: Variable Mean RMS [ Min Max ] --- TFHandler_Ghost_Upstre...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Ghost_Upstre...: TrackP: -0.99852 0.011797 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackPt: -0.99920 0.0074434 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackChi2PerDof: -0.26812 0.39654 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackNumDof: -0.59429 0.25318 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackLikelihood: 0.88742 0.13175 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackGhostProbability: -0.33929 0.40345 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackCloneDist: -0.97788 0.16609 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackFitVeloChi2: -0.77342 0.18076 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackFitVeloNDoF: -0.63213 0.25619 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichUsedAero: 0.19939 0.97992 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichUsedR1Gas: 0.48825 0.87271 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichAbovePiThres: 0.34819 0.93742 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichAboveKaThres: -0.32825 0.94459 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichAbovePrThres: -0.77910 0.62690 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLe: 0.32824 0.77910 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLmu: 0.38910 0.81460 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLk: 0.35939 0.79721 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLp: 0.40901 0.82632 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLbt: 0.42982 0.83853 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: InAccBrem: 0.79825 0.60232 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: BremPIDe: 0.78940 0.59936 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: VeloCharge: -0.82035 0.058758 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: ---------------------------------------------------------------------------------------------------------------------------- --- Ghost_Upstream_TMVA : Loop over test events and fill histograms with classifier response... --- Factory : Write evaluation histograms to file --- TFHandler_Ghost_Upstre...: Plot event variables for Ghost_Upstream_TMVA --- TFHandler_Ghost_Upstre...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Ghost_Upstre...: Variable Mean RMS [ Min Max ] --- TFHandler_Ghost_Upstre...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Ghost_Upstre...: TrackP: -0.99852 0.011797 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackPt: -0.99920 0.0074434 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackChi2PerDof: -0.26812 0.39654 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackNumDof: -0.59429 0.25318 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackLikelihood: 0.88742 0.13175 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackGhostProbability: -0.33929 0.40345 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackCloneDist: -0.97788 0.16609 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackFitVeloChi2: -0.77342 0.18076 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: TrackFitVeloNDoF: -0.63213 0.25619 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichUsedAero: 0.19939 0.97992 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichUsedR1Gas: 0.48825 0.87271 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichAbovePiThres: 0.34819 0.93742 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichAboveKaThres: -0.32825 0.94459 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichAbovePrThres: -0.77910 0.62690 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLe: 0.32824 0.77910 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLmu: 0.38910 0.81460 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLk: 0.35939 0.79721 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLp: 0.40901 0.82632 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: RichDLLbt: 0.42982 0.83853 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: InAccBrem: 0.79825 0.60232 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: BremPIDe: 0.78940 0.59936 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: VeloCharge: -0.82035 0.058758 [ -1.0000 1.0000 ] --- TFHandler_Ghost_Upstre...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Ghost_Upstre...: --- TFHandler_Ghost_Upstre...: Will not produce scatter plots ==> --- TFHandler_Ghost_Upstre...: | The number of 22 input variables and 0 target values would require 231 two-dimensional --- TFHandler_Ghost_Upstre...: | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Ghost_Upstre...: | suppression does not have any consequences for your analysis, other --- TFHandler_Ghost_Upstre...: | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Ghost_Upstre...: | number of input variables allowed to generate scatter plots in your --- TFHandler_Ghost_Upstre...: | script via the command line: --- TFHandler_Ghost_Upstre...: | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Ghost_Upstre...: --- TFHandler_Ghost_Upstre...: Some more output --- Tools : zero variances for variables (0, 6) --- Tools : zero variances for variables (0, 10) --- Tools : zero variances for variables (0, 11) --- Tools : zero variances for variables (0, 12) --- Tools : zero variances for variables (0, 13) --- Tools : zero variances for variables (0, 14) --- Tools : zero variances for variables (0, 20) --- Tools : zero variances for variables (0, 22) --- Tools : zero variances for variables (3, 22) --- Tools : zero variances for variables (6, 0) --- Tools : zero variances for variables (6, 10) --- Tools : zero variances for variables (6, 11) --- Tools : zero variances for variables (6, 12) --- Tools : zero variances for variables (6, 13) --- Tools : zero variances for variables (6, 14) --- Tools : zero variances for variables (6, 20) --- Tools : zero variances for variables (6, 22) --- Tools : zero variances for variables (10, 0) --- Tools : zero variances for variables (10, 6) --- Tools : zero variances for variables (10, 14) --- Tools : zero variances for variables (10, 22) --- Tools : zero variances for variables (11, 0) --- Tools : zero variances for variables (11, 6) --- Tools : zero variances for variables (11, 14) --- Tools : zero variances for variables (11, 22) --- Tools : zero variances for variables (12, 0) --- Tools : zero variances for variables (12, 6) --- Tools : zero variances for variables (12, 14) --- Tools : zero variances for variables (12, 22) --- Tools : zero variances for variables (13, 0) --- Tools : zero variances for variables (13, 6) --- Tools : zero variances for variables (13, 14) --- Tools : zero variances for variables (13, 20) --- Tools : zero variances for variables (13, 22) --- Tools : zero variances for variables (14, 0) --- Tools : zero variances for variables (14, 6) --- Tools : zero variances for variables (14, 10) --- Tools : zero variances for variables (14, 11) --- Tools : zero variances for variables (14, 12) --- Tools : zero variances for variables (14, 13) --- Tools : zero variances for variables (14, 20) --- Tools : zero variances for variables (14, 22) --- Tools : zero variances for variables (20, 0) --- Tools : zero variances for variables (20, 6) --- Tools : zero variances for variables (20, 13) --- Tools : zero variances for variables (20, 14) --- Tools : zero variances for variables (20, 22) --- Tools : zero variances for variables (22, 0) --- Tools : zero variances for variables (22, 3) --- Tools : zero variances for variables (22, 6) --- Tools : zero variances for variables (22, 10) --- Tools : zero variances for variables (22, 11) --- Tools : zero variances for variables (22, 12) --- Tools : zero variances for variables (22, 13) --- Tools : zero variances for variables (22, 14) --- Tools : zero variances for variables (22, 20) --- Tools : zero variances for variables (0, 6) --- Tools : zero variances for variables (0, 22) --- Tools : zero variances for variables (6, 0) --- Tools : zero variances for variables (6, 20) --- Tools : zero variances for variables (6, 22) --- Tools : zero variances for variables (11, 22) --- Tools : zero variances for variables (12, 22) --- Tools : zero variances for variables (14, 22) --- Tools : zero variances for variables (20, 6) --- Tools : zero variances for variables (20, 22) --- Tools : zero variances for variables (22, 0) --- Tools : zero variances for variables (22, 6) --- Tools : zero variances for variables (22, 11) --- Tools : zero variances for variables (22, 12) --- Tools : zero variances for variables (22, 14) --- Tools : zero variances for variables (22, 20) --- Factory : Correlations between input variables and MVA response (signal): --- Factory : ---------------------------------------- --- Factory : Ghost_Upstream_TMVA --- Factory : TrackP: -0.019 --- Factory : TrackPt: -0.020 --- Factory : TrackChi2PerDof: +0.059 --- Factory : TrackNumDof: -0.217 --- Factory : TrackLikelihood: -0.357 --- Factory : TrackGhostProbability: +0.000 --- Factory : TrackCloneDist: +0.089 --- Factory : TrackFitVeloChi2: -0.202 --- Factory : TrackFitVeloNDoF: -0.142 --- Factory : RichUsedAero: +0.000 --- Factory : RichUsedR1Gas: +0.000 --- Factory : RichAbovePiThres: +0.000 --- Factory : RichAboveKaThres: +0.000 --- Factory : RichAbovePrThres: +0.000 --- Factory : RichDLLe: -0.190 --- Factory : RichDLLmu: -0.194 --- Factory : RichDLLk: -0.195 --- Factory : RichDLLp: -0.196 --- Factory : RichDLLbt: -0.196 --- Factory : InAccBrem: +0.000 --- Factory : BremPIDe: -0.067 --- Factory : VeloCharge: +0.000 --- Factory : ---------------------------------------- --- Factory : --- Factory : Correlations between input variables and MVA response (background): --- Factory : ---------------------------------------- --- Factory : Ghost_Upstream_TMVA --- Factory : TrackP: +0.006 --- Factory : TrackPt: -0.005 --- Factory : TrackChi2PerDof: +0.228 --- Factory : TrackNumDof: -0.146 --- Factory : TrackLikelihood: -0.425 --- Factory : TrackGhostProbability: +0.000 --- Factory : TrackCloneDist: +0.123 --- Factory : TrackFitVeloChi2: -0.061 --- Factory : TrackFitVeloNDoF: -0.055 --- Factory : RichUsedAero: -0.417 --- Factory : RichUsedR1Gas: -0.370 --- Factory : RichAbovePiThres: -0.436 --- Factory : RichAboveKaThres: -0.277 --- Factory : RichAbovePrThres: -0.100 --- Factory : RichDLLe: -0.363 --- Factory : RichDLLmu: -0.369 --- Factory : RichDLLk: -0.370 --- Factory : RichDLLp: -0.371 --- Factory : RichDLLbt: -0.371 --- Factory : InAccBrem: -0.079 --- Factory : BremPIDe: -0.079 --- Factory : VeloCharge: +0.000 --- Factory : ---------------------------------------- --- Factory : --- Factory : The following "overlap" matrices contain the fraction of events for which --- Factory : the MVAs 'i' and 'j' have returned conform answers about "signal-likeness" --- Factory : An event is signal-like, if its MVA output exceeds the following value: --- Factory : ----------------------------------------- --- Factory : Method: Cut value: --- Factory : ----------------------------------------- --- Factory : Ghost_Upstream_TMVA: +0.410 --- 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 : Ghost_Upstream_TMVA: 0.283(00) 0.727(00) 0.930(00) 0.911 | 0.529 1.474 --- 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 : Ghost_Upstream_TMVA: 0.283 (0.283) 0.727 (0.727) 0.930 (0.930) --- Factory : -------------------------------------------------------------------------------- --- Factory : --- Dataset:Default : Created tree 'TestTree' with 1000000 events --- Dataset:Default : Created tree 'TrainTree' with 1000000 events --- Factory : --- Factory : Thank you for using TMVA! --- Factory : For citation information, please visit: http://tmva.sf.net/citeTMVA.html 2013-04-10 10:04:41 Training Complete :) removed `Upstream-Ghost-TMVA.root' 2013-04-10 10:04:51 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/Ghost/Upstream/GlobalPID_Ghost_Upstream_ANN.txt 2013-04-10 10:04:51 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/Ghost/Upstream/train-config.txt 2013-04-10 10:04:51 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/Ghost/Upstream/datafiles.txt 2013-04-10 10:04:51 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/Ghost/Upstream/MVA.txt 2013-04-10 10:04:51 Particle type = Ghost 2013-04-10 10:04:51 Background types = All 2013-04-10 10:04:51 Training Mix = NaturalMix 2013-04-10 10:04:51 Track type = Upstream 2013-04-10 10:04:51 Track PresSel = NoTrackPreSelection.txt 2013-04-10 10:04:51 Network type = TMVA 2013-04-10 10:04:51 Ghost treatment = Ghosts Ghosts 2013-04-10 10:04:51 MC Track sel. = AllTracksInEvent AllTracksInEvent 2013-04-10 10:04:51 Reweighting = ReweightRICH2 2013-04-10 10:04:51 Output file = GlobalPID_Ghost_Upstream_TMVA.weights.xml 2013-04-10 10:04:51 Skipping input #RichUsedR2Gas 2013-04-10 10:04:51 Skipping input #RichAboveElThres 2013-04-10 10:04:51 Skipping input #RichAboveMuThres 2013-04-10 10:04:51 Creating selection from 'NoTrackPreSelection.txt' 2013-04-10 10:04:51 -> # very very loose. Essentially no cuts 2013-04-10 10:04:51 -> TrackLikelihood > -100.0 2013-04-10 10:04:51 -> TrackP > 0 2013-04-10 10:04:51 -> TrackPt > 0 2013-04-10 10:04:51 Will use all tracks, regardless of parent type 2013-04-10 10:04:51 Using 501 data files 2013-04-10 10:04:51 Training sample size = 1000000 2013-04-10 10:04:51 Evaluation sample size = 10000000 2013-04-10 10:04:51 Reading MVA parameters 2013-04-10 10:04:51 -> NBTASK = CLA 2013-04-10 10:04:51 -> NBMOM = 0.0 2013-04-10 10:04:51 -> NBREG = ALL 2013-04-10 10:04:51 -> TMVAVALIDATIONFRAC = 0.3 2013-04-10 10:04:51 -> HiddenLayerScaleFactor = 1.4 2013-04-10 10:04:51 -> TMVAMETHOD = MLP 2013-04-10 10:04:51 -> TMVAMLPNCYCLES = 750 2013-04-10 10:04:51 -> TMVAVARTRANSFORM = Norm 2013-04-10 10:04:51 -> TMVAMLPNEURONTYPE = tanh 2013-04-10 10:04:51 -> TMVAMLPMETHOD = BP 2013-04-10 10:04:51 -> TMVAMLPESTIMATORTYPE = CE 2013-04-10 10:04:51 -> TMVABDTBOOSTTYPE = AdaBoost 2013-04-10 10:04:51 -> TMVABDTNTREES = 800 2013-04-10 10:04:51 -> TMVABDTPRUNEMETHOD = CostComplexity 2013-04-10 10:04:51 -> TMVABDTMAXTREEDEPTH = 3 2013-04-10 10:04:51 Node layer two scale = 1.4 2013-04-10 10:04:51 Input layer has 23 nodes, hidden layer has 30 nodes 2013-04-10 10:04:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-0.root 2013-04-10 10:04:54 Selected 1273197 entries from 1273612 ( 99.9674 % ) 2013-04-10 10:05:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-1.root 2013-04-10 10:05:12 Selected 1323591 entries from 1323959 ( 99.9722 % ) 2013-04-10 10:05:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-2.root 2013-04-10 10:05:30 Selected 1311463 entries from 1311887 ( 99.9677 % ) 2013-04-10 10:05:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-3.root 2013-04-10 10:05:49 Selected 1268545 entries from 1268988 ( 99.9651 % ) 2013-04-10 10:06:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-4.root 2013-04-10 10:06:07 Selected 1312673 entries from 1313076 ( 99.9693 % ) 2013-04-10 10:06:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-5.root 2013-04-10 10:06:26 Selected 1317389 entries from 1317789 ( 99.9696 % ) 2013-04-10 10:06:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-6.root 2013-04-10 10:06:44 Selected 1262995 entries from 1263420 ( 99.9664 % ) 2013-04-10 10:07:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-7.root 2013-04-10 10:07:02 Selected 1270341 entries from 1270811 ( 99.963 % ) 2013-04-10 10:07:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-8.root 2013-04-10 10:07:18 Selected 1306297 entries from 1306712 ( 99.9682 % ) 2013-04-10 10:07:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-9.root 2013-04-10 10:07:36 Selected 1292314 entries from 1292751 ( 99.9662 % ) 2013-04-10 10:07:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-10.root 2013-04-10 10:07:54 Selected 1318195 entries from 1318612 ( 99.9684 % ) 2013-04-10 10:08:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-11.root 2013-04-10 10:08:13 Selected 1314067 entries from 1314477 ( 99.9688 % ) 2013-04-10 10:08:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-12.root 2013-04-10 10:08:32 Selected 1261639 entries from 1262034 ( 99.9687 % ) 2013-04-10 10:08:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-13.root 2013-04-10 10:08:50 Selected 1260135 entries from 1260562 ( 99.9661 % ) 2013-04-10 10:09:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-14.root 2013-04-10 10:09:08 Selected 1307005 entries from 1307406 ( 99.9693 % ) 2013-04-10 10:09:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-15.root 2013-04-10 10:09:27 Selected 1308147 entries from 1308525 ( 99.9711 % ) 2013-04-10 10:09:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-16.root 2013-04-10 10:09:46 Selected 1312841 entries from 1313230 ( 99.9704 % ) 2013-04-10 10:10:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-17.root 2013-04-10 10:10:05 Selected 1295594 entries from 1296022 ( 99.967 % ) 2013-04-10 10:10:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-18.root 2013-04-10 10:10:22 Selected 1268062 entries from 1268445 ( 99.9698 % ) 2013-04-10 10:10:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-19.root 2013-04-10 10:10:41 Selected 1268278 entries from 1268717 ( 99.9654 % ) 2013-04-10 10:10:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-20.root 2013-04-10 10:10:59 Selected 1282528 entries from 1282938 ( 99.968 % ) 2013-04-10 10:11:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-21.root 2013-04-10 10:11:15 Selected 1305809 entries from 1306192 ( 99.9707 % ) 2013-04-10 10:11:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-22.root 2013-04-10 10:11:30 Selected 1313545 entries from 1313925 ( 99.9711 % ) 2013-04-10 10:11:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-23.root 2013-04-10 10:11:46 Selected 1265047 entries from 1265427 ( 99.97 % ) 2013-04-10 10:12:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-24.root 2013-04-10 10:12:02 Selected 1315638 entries from 1316048 ( 99.9688 % ) 2013-04-10 10:12:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-25.root 2013-04-10 10:12:20 Selected 1268187 entries from 1268602 ( 99.9673 % ) 2013-04-10 10:12:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-26.root 2013-04-10 10:12:37 Selected 1259304 entries from 1259724 ( 99.9667 % ) 2013-04-10 10:12:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-27.root 2013-04-10 10:12:53 Selected 1288379 entries from 1288818 ( 99.9659 % ) 2013-04-10 10:13:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-28.root 2013-04-10 10:13:06 Selected 1285478 entries from 1285835 ( 99.9722 % ) 2013-04-10 10:13:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-29.root 2013-04-10 10:13:23 Selected 1259695 entries from 1260082 ( 99.9693 % ) 2013-04-10 10:13:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-30.root 2013-04-10 10:13:39 Selected 1277701 entries from 1278118 ( 99.9674 % ) 2013-04-10 10:13:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-31.root 2013-04-10 10:13:54 Selected 1256916 entries from 1257356 ( 99.965 % ) 2013-04-10 10:14:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-32.root 2013-04-10 10:14:10 Selected 1304607 entries from 1305022 ( 99.9682 % ) 2013-04-10 10:14:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-33.root 2013-04-10 10:14:27 Selected 1264595 entries from 1265012 ( 99.967 % ) 2013-04-10 10:14:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-34.root 2013-04-10 10:14:44 Selected 1271057 entries from 1271529 ( 99.9629 % ) 2013-04-10 10:14:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-35.root 2013-04-10 10:15:00 Selected 1256988 entries from 1257409 ( 99.9665 % ) 2013-04-10 10:15:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-36.root 2013-04-10 10:15:17 Selected 1289905 entries from 1290326 ( 99.9674 % ) 2013-04-10 10:15:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-37.root 2013-04-10 10:15:36 Selected 1305310 entries from 1305747 ( 99.9665 % ) 2013-04-10 10:15:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-38.root 2013-04-10 10:15:53 Selected 1254355 entries from 1254727 ( 99.9704 % ) 2013-04-10 10:16:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-39.root 2013-04-10 10:16:10 Selected 1259428 entries from 1259827 ( 99.9683 % ) 2013-04-10 10:16:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-40.root 2013-04-10 10:16:25 Selected 1321367 entries from 1321778 ( 99.9689 % ) 2013-04-10 10:16:41 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-41.root 2013-04-10 10:16:42 Selected 1308748 entries from 1309153 ( 99.9691 % ) 2013-04-10 10:16:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-42.root 2013-04-10 10:16:59 Selected 1308863 entries from 1309253 ( 99.9702 % ) 2013-04-10 10:17:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-43.root 2013-04-10 10:17:16 Selected 1260617 entries from 1260974 ( 99.9717 % ) 2013-04-10 10:17:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-44.root 2013-04-10 10:17:33 Selected 1273258 entries from 1273689 ( 99.9662 % ) 2013-04-10 10:17:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-45.root 2013-04-10 10:17:52 Selected 1270775 entries from 1271204 ( 99.9663 % ) 2013-04-10 10:18:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-46.root 2013-04-10 10:18:10 Selected 1306525 entries from 1306928 ( 99.9692 % ) 2013-04-10 10:18:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-47.root 2013-04-10 10:18:27 Selected 1252355 entries from 1252742 ( 99.9691 % ) 2013-04-10 10:18:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-48.root 2013-04-10 10:18:44 Selected 1293948 entries from 1294364 ( 99.9679 % ) 2013-04-10 10:19:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-49.root 2013-04-10 10:19:02 Selected 1304812 entries from 1305223 ( 99.9685 % ) 2013-04-10 10:19:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-50.root 2013-04-10 10:19:20 Selected 1288586 entries from 1288962 ( 99.9708 % ) 2013-04-10 10:19:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-51.root 2013-04-10 10:19:39 Selected 1312325 entries from 1312748 ( 99.9678 % ) 2013-04-10 10:19:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-52.root 2013-04-10 10:19:58 Selected 1257386 entries from 1257790 ( 99.9679 % ) 2013-04-10 10:20:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-53.root 2013-04-10 10:20:15 Selected 1322517 entries from 1322947 ( 99.9675 % ) 2013-04-10 10:20:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-54.root 2013-04-10 10:20:33 Selected 1290566 entries from 1291004 ( 99.9661 % ) 2013-04-10 10:20:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-55.root 2013-04-10 10:20:51 Selected 1271694 entries from 1272142 ( 99.9648 % ) 2013-04-10 10:21:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-56.root 2013-04-10 10:21:08 Selected 1269663 entries from 1270075 ( 99.9676 % ) 2013-04-10 10:21:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-57.root 2013-04-10 10:21:26 Selected 1264992 entries from 1265362 ( 99.9708 % ) 2013-04-10 10:21:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-58.root 2013-04-10 10:21:44 Selected 1252209 entries from 1252659 ( 99.9641 % ) 2013-04-10 10:22:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-59.root 2013-04-10 10:22:02 Selected 1263047 entries from 1263421 ( 99.9704 % ) 2013-04-10 10:22:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-60.root 2013-04-10 10:22:19 Selected 1313144 entries from 1313543 ( 99.9696 % ) 2013-04-10 10:22:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-61.root 2013-04-10 10:22:36 Selected 1260577 entries from 1260995 ( 99.9669 % ) 2013-04-10 10:22:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-62.root 2013-04-10 10:22:54 Selected 1313169 entries from 1313538 ( 99.9719 % ) 2013-04-10 10:23:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-63.root 2013-04-10 10:23:10 Selected 1262698 entries from 1263147 ( 99.9645 % ) 2013-04-10 10:23:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-64.root 2013-04-10 10:23:28 Selected 1312586 entries from 1312982 ( 99.9698 % ) 2013-04-10 10:23:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-65.root 2013-04-10 10:23:47 Selected 1262696 entries from 1263081 ( 99.9695 % ) 2013-04-10 10:24:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-66.root 2013-04-10 10:24:06 Selected 1255419 entries from 1255875 ( 99.9637 % ) 2013-04-10 10:24:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-67.root 2013-04-10 10:24:24 Selected 1278232 entries from 1278672 ( 99.9656 % ) 2013-04-10 10:24:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-68.root 2013-04-10 10:24:42 Selected 1260169 entries from 1260556 ( 99.9693 % ) 2013-04-10 10:24:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-69.root 2013-04-10 10:25:01 Selected 1287497 entries from 1287896 ( 99.969 % ) 2013-04-10 10:25:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-70.root 2013-04-10 10:25:20 Selected 1264192 entries from 1264605 ( 99.9673 % ) 2013-04-10 10:25:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-71.root 2013-04-10 10:25:40 Selected 1254437 entries from 1254841 ( 99.9678 % ) 2013-04-10 10:25:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-72.root 2013-04-10 10:25:58 Selected 1257027 entries from 1257446 ( 99.9667 % ) 2013-04-10 10:26:13 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-73.root 2013-04-10 10:26:14 Selected 1309683 entries from 1310077 ( 99.9699 % ) 2013-04-10 10:26:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-74.root 2013-04-10 10:26:34 Selected 1260726 entries from 1261160 ( 99.9656 % ) 2013-04-10 10:26:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-75.root 2013-04-10 10:26:51 Selected 1287022 entries from 1287383 ( 99.972 % ) 2013-04-10 10:27:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-76.root 2013-04-10 10:27:09 Selected 1265325 entries from 1265776 ( 99.9644 % ) 2013-04-10 10:27:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-77.root 2013-04-10 10:27:27 Selected 1313074 entries from 1313452 ( 99.9712 % ) 2013-04-10 10:27:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-78.root 2013-04-10 10:27:46 Selected 1283057 entries from 1283463 ( 99.9684 % ) 2013-04-10 10:28:02 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-79.root 2013-04-10 10:28:04 Selected 1259717 entries from 1260153 ( 99.9654 % ) 2013-04-10 10:28:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-80.root 2013-04-10 10:28:21 Selected 1311724 entries from 1312121 ( 99.9697 % ) 2013-04-10 10:28:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-81.root 2013-04-10 10:28:39 Selected 1300609 entries from 1300996 ( 99.9703 % ) 2013-04-10 10:28:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-82.root 2013-04-10 10:28:58 Selected 1319178 entries from 1319581 ( 99.9695 % ) 2013-04-10 10:29:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-83.root 2013-04-10 10:29:16 Selected 1286928 entries from 1287301 ( 99.971 % ) 2013-04-10 10:29:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-84.root 2013-04-10 10:29:34 Selected 1305398 entries from 1305760 ( 99.9723 % ) 2013-04-10 10:29:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-85.root 2013-04-10 10:29:51 Selected 1255279 entries from 1255709 ( 99.9658 % ) 2013-04-10 10:30:07 Considered 110386120 tracks for input to MVA training 2013-04-10 10:30:07 Sel. Eff. = 0.905911% 2013-04-10 10:30:07 Selected 1000000 tracks for input to MVA training 2013-04-10 10:30:07 Ghost percentage = 37.5497% 2013-04-10 10:30:07 Electron percentage = 4.0211% 2013-04-10 10:30:07 Muon percentage = 0.272% 2013-04-10 10:30:07 Pion percentage = 48.843% 2013-04-10 10:30:07 Kaon percentage = 6.5045% 2013-04-10 10:30:07 Proton percentage = 2.7613% 2013-04-10 10:30:07 Unknown Particle type 3112 2013-04-10 10:30:07 percentage = 0.0204% 2013-04-10 10:30:07 Unknown Particle type 3222 2013-04-10 10:30:07 percentage = 0.0198% 2013-04-10 10:30:07 Unknown Particle type 3312 2013-04-10 10:30:07 percentage = 0.0068% 2013-04-10 10:30:07 Unknown Particle type 1000010020 2013-04-10 10:30:07 percentage = 0.0007% 2013-04-10 10:30:07 Unknown Particle type 1000010030 2013-04-10 10:30:07 percentage = 0.0005% 2013-04-10 10:30:07 Unknown Particle type 1000020030 2013-04-10 10:30:07 percentage = 0.0001% 2013-04-10 10:30:07 Unknown Particle type 1000020040 2013-04-10 10:30:07 percentage = 0.0001% 2013-04-10 10:30:07 Making plots for input TrackP 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.025 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.050 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.075 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.100 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.125 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.150 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.175 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.200 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.300 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.350 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.400 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.450 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.500 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.600 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.700 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.800 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.900 2013-04-10 10:30:07 Creating ROOT directory MVAcut0.950 2013-04-10 10:30:07 Creating ROOT directory DLLcut-8.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut-7.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut-6.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut-5.500 2013-04-10 10:30:07 Creating ROOT directory DLLcut-5.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut-4.500 2013-04-10 10:30:07 Creating ROOT directory DLLcut-4.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut-3.500 2013-04-10 10:30:07 Creating ROOT directory DLLcut-3.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut-2.500 2013-04-10 10:30:07 Creating ROOT directory DLLcut-2.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut-1.500 2013-04-10 10:30:07 Creating ROOT directory DLLcut-1.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut-0.500 2013-04-10 10:30:07 Creating ROOT directory DLLcut0.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut0.500 2013-04-10 10:30:07 Creating ROOT directory DLLcut1.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut1.500 2013-04-10 10:30:07 Creating ROOT directory DLLcut2.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut2.500 2013-04-10 10:30:07 Creating ROOT directory DLLcut3.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut3.500 2013-04-10 10:30:07 Creating ROOT directory DLLcut4.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut4.500 2013-04-10 10:30:07 Creating ROOT directory DLLcut5.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut5.500 2013-04-10 10:30:07 Creating ROOT directory DLLcut6.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut7.000 2013-04-10 10:30:07 Creating ROOT directory DLLcut8.000 2013-04-10 10:30:07 Making plots for input TrackPt 2013-04-10 10:30:07 Making plots for input TrackChi2PerDof 2013-04-10 10:30:07 Making plots for input TrackNumDof 2013-04-10 10:30:07 Making plots for input TrackLikelihood 2013-04-10 10:30:07 Making plots for input TrackGhostProbability 2013-04-10 10:30:07 Making plots for input TrackCloneDist 2013-04-10 10:30:07 Making plots for input TrackFitVeloChi2 2013-04-10 10:30:07 Making plots for input TrackFitVeloNDoF 2013-04-10 10:30:07 Making plots for input RichUsedAero 2013-04-10 10:30:07 Making plots for input RichUsedR1Gas 2013-04-10 10:30:07 Making plots for input RichAbovePiThres 2013-04-10 10:30:07 Making plots for input RichAboveKaThres 2013-04-10 10:30:07 Making plots for input RichAbovePrThres 2013-04-10 10:30:07 Making plots for input RichDLLe 2013-04-10 10:30:07 Making plots for input RichDLLmu 2013-04-10 10:30:07 Making plots for input RichDLLk 2013-04-10 10:30:07 Making plots for input RichDLLp 2013-04-10 10:30:07 Making plots for input RichDLLbt 2013-04-10 10:30:07 Making plots for input InAccBrem 2013-04-10 10:30:07 Making plots for input BremPIDe 2013-04-10 10:30:07 Making plots for input VeloCharge --- Reader : Booking "MLP" of type "MLP" from GlobalPID_Ghost_Upstream_TMVA.weights.xml. --- MethodBase : Reading weight file: GlobalPID_Ghost_Upstream_TMVA.weights.xml --- Ghost_Upstream_TMVA : Read method "Ghost_Upstream_TMVA" of type "MLP" --- Ghost_Upstream_TMVA : MVA method was trained with TMVA Version: 4.1.4 --- Ghost_Upstream_TMVA : MVA method was trained with ROOT Version: 5.34/05 --- DataSetInfo : Added class "Signal" with internal class number 0 --- DataSetInfo : Added class "Background" with internal class number 1 --- Ghost_Upstream_TMVA : Building Network --- Ghost_Upstream_TMVA : Initializing weights --- Reader : Booked classifier "Ghost_Upstream_TMVA" of type: "MLP" 2013-04-10 10:30:07 Will use all tracks, regardless of parent type 2013-04-10 10:30:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-86.root 2013-04-10 10:30:09 Selected 1291188 entries from 1291584 ( 99.9693 % ) 2013-04-10 10:30:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-87.root 2013-04-10 10:30:33 Selected 1256695 entries from 1257083 ( 99.9691 % ) 2013-04-10 10:30:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-88.root 2013-04-10 10:30:55 Selected 1288824 entries from 1289234 ( 99.9682 % ) 2013-04-10 10:31:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-89.root 2013-04-10 10:31:18 Selected 1314916 entries from 1315309 ( 99.9701 % ) 2013-04-10 10:31:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-90.root 2013-04-10 10:31:40 Selected 1260435 entries from 1260832 ( 99.9685 % ) 2013-04-10 10:32:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-91.root 2013-04-10 10:32:03 Selected 1257384 entries from 1257801 ( 99.9668 % ) 2013-04-10 10:32:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-92.root 2013-04-10 10:32:26 Selected 1278116 entries from 1278544 ( 99.9665 % ) 2013-04-10 10:32:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-93.root 2013-04-10 10:32:50 Selected 1321251 entries from 1321641 ( 99.9705 % ) 2013-04-10 10:33:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-94.root 2013-04-10 10:33:14 Selected 1252487 entries from 1252856 ( 99.9705 % ) 2013-04-10 10:33:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-95.root 2013-04-10 10:33:38 Selected 1315503 entries from 1315934 ( 99.9672 % ) 2013-04-10 10:34:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-96.root 2013-04-10 10:34:02 Selected 1258807 entries from 1259232 ( 99.9662 % ) 2013-04-10 10:34:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-97.root 2013-04-10 10:34:24 Selected 1264927 entries from 1265359 ( 99.9659 % ) 2013-04-10 10:34:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-98.root 2013-04-10 10:34:51 Selected 1263488 entries from 1263929 ( 99.9651 % ) 2013-04-10 10:35:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-99.root 2013-04-10 10:35:14 Selected 1316158 entries from 1316568 ( 99.9689 % ) 2013-04-10 10:35:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-100.root 2013-04-10 10:35:39 Selected 1288062 entries from 1288463 ( 99.9689 % ) 2013-04-10 10:36:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-101.root 2013-04-10 10:36:02 Selected 1258075 entries from 1258427 ( 99.972 % ) 2013-04-10 10:36:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-102.root 2013-04-10 10:36:26 Selected 1295101 entries from 1295460 ( 99.9723 % ) 2013-04-10 10:36:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-103.root 2013-04-10 10:36:50 Selected 1278939 entries from 1279341 ( 99.9686 % ) 2013-04-10 10:37:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-104.root 2013-04-10 10:37:15 Selected 1294477 entries from 1294884 ( 99.9686 % ) 2013-04-10 10:37:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-105.root 2013-04-10 10:37:40 Selected 1290929 entries from 1291320 ( 99.9697 % ) 2013-04-10 10:38:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-106.root 2013-04-10 10:38:03 Selected 1291174 entries from 1291596 ( 99.9673 % ) 2013-04-10 10:38:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-107.root 2013-04-10 10:38:29 Selected 1317695 entries from 1318096 ( 99.9696 % ) 2013-04-10 10:38:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-108.root 2013-04-10 10:38:51 Selected 1267157 entries from 1267597 ( 99.9653 % ) 2013-04-10 10:39:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-109.root 2013-04-10 10:39:13 Selected 1261633 entries from 1262057 ( 99.9664 % ) 2013-04-10 10:39:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-110.root 2013-04-10 10:39:37 Selected 1272289 entries from 1272685 ( 99.9689 % ) 2013-04-10 10:39:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-111.root 2013-04-10 10:40:00 Selected 1263133 entries from 1263551 ( 99.9669 % ) 2013-04-10 10:40:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-112.root 2013-04-10 10:40:25 Selected 1311945 entries from 1312370 ( 99.9676 % ) 2013-04-10 10:40:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-113.root 2013-04-10 10:40:47 Selected 1317954 entries from 1318319 ( 99.9723 % ) 2013-04-10 10:41:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-114.root 2013-04-10 10:41:10 Selected 1291020 entries from 1291420 ( 99.969 % ) 2013-04-10 10:41:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-115.root 2013-04-10 10:41:33 Selected 1288208 entries from 1288581 ( 99.9711 % ) 2013-04-10 10:41:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-116.root 2013-04-10 10:41:55 Selected 1264926 entries from 1265350 ( 99.9665 % ) 2013-04-10 10:42:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-117.root 2013-04-10 10:42:18 Selected 1316491 entries from 1316857 ( 99.9722 % ) 2013-04-10 10:42:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-118.root 2013-04-10 10:42:41 Selected 1269588 entries from 1270002 ( 99.9674 % ) 2013-04-10 10:43:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-119.root 2013-04-10 10:43:06 Selected 1279070 entries from 1279529 ( 99.9641 % ) 2013-04-10 10:43:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-120.root 2013-04-10 10:43:29 Selected 1313068 entries from 1313470 ( 99.9694 % ) 2013-04-10 10:43:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-121.root 2013-04-10 10:43:52 Selected 1290387 entries from 1290824 ( 99.9661 % ) 2013-04-10 10:44:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-122.root 2013-04-10 10:44:17 Selected 1290928 entries from 1291340 ( 99.9681 % ) 2013-04-10 10:44:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-123.root 2013-04-10 10:44:41 Selected 1316844 entries from 1317256 ( 99.9687 % ) 2013-04-10 10:45:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-124.root 2013-04-10 10:45:05 Selected 1294505 entries from 1294864 ( 99.9723 % ) 2013-04-10 10:45:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-125.root 2013-04-10 10:45:28 Selected 1291512 entries from 1291923 ( 99.9682 % ) 2013-04-10 10:45:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-126.root 2013-04-10 10:45:51 Selected 1289062 entries from 1289449 ( 99.97 % ) 2013-04-10 10:46:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-127.root 2013-04-10 10:46:13 Selected 1288058 entries from 1288450 ( 99.9696 % ) 2013-04-10 10:46:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-128.root 2013-04-10 10:46:37 Selected 1289629 entries from 1290047 ( 99.9676 % ) 2013-04-10 10:46:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-129.root 2013-04-10 10:47:00 Selected 1318718 entries from 1319130 ( 99.9688 % ) 2013-04-10 10:47:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-130.root 2013-04-10 10:47:23 Selected 1265801 entries from 1266226 ( 99.9664 % ) 2013-04-10 10:47:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-131.root 2013-04-10 10:47:46 Selected 1316526 entries from 1316932 ( 99.9692 % ) 2013-04-10 10:48:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-132.root 2013-04-10 10:48:08 Selected 1289148 entries from 1289582 ( 99.9663 % ) 2013-04-10 10:48:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-133.root 2013-04-10 10:48:31 Selected 1259881 entries from 1260268 ( 99.9693 % ) 2013-04-10 10:48:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-134.root 2013-04-10 10:48:54 Selected 1273092 entries from 1273538 ( 99.965 % ) 2013-04-10 10:49:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-135.root 2013-04-10 10:49:17 Selected 1317283 entries from 1317698 ( 99.9685 % ) 2013-04-10 10:49:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-136.root 2013-04-10 10:49:40 Selected 1265637 entries from 1266069 ( 99.9659 % ) 2013-04-10 10:50:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-137.root 2013-04-10 10:50:03 Selected 1287998 entries from 1288382 ( 99.9702 % ) 2013-04-10 10:50:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-138.root 2013-04-10 10:50:25 Selected 1254541 entries from 1254928 ( 99.9692 % ) 2013-04-10 10:50:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-139.root 2013-04-10 10:50:48 Selected 1260978 entries from 1261382 ( 99.968 % ) 2013-04-10 10:51:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-140.root 2013-04-10 10:51:11 Selected 1257486 entries from 1257909 ( 99.9664 % ) 2013-04-10 10:51:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-141.root 2013-04-10 10:51:35 Selected 1267434 entries from 1267883 ( 99.9646 % ) 2013-04-10 10:51:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-142.root 2013-04-10 10:51:58 Selected 1259778 entries from 1260184 ( 99.9678 % ) 2013-04-10 10:52:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-143.root 2013-04-10 10:52:21 Selected 1303243 entries from 1303612 ( 99.9717 % ) 2013-04-10 10:52:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-144.root 2013-04-10 10:52:41 Selected 1312053 entries from 1312422 ( 99.9719 % ) 2013-04-10 10:53:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-145.root 2013-04-10 10:53:03 Selected 1291385 entries from 1291777 ( 99.9697 % ) 2013-04-10 10:53:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-146.root 2013-04-10 10:53:25 Selected 1318210 entries from 1318604 ( 99.9701 % ) 2013-04-10 10:53:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-147.root 2013-04-10 10:53:49 Selected 1310419 entries from 1310815 ( 99.9698 % ) 2013-04-10 10:54:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-148.root 2013-04-10 10:54:13 Selected 1320376 entries from 1320755 ( 99.9713 % ) 2013-04-10 10:54:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-149.root 2013-04-10 10:54:36 Selected 1289016 entries from 1289396 ( 99.9705 % ) 2013-04-10 10:54:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-150.root 2013-04-10 10:54:58 Selected 1265175 entries from 1265621 ( 99.9648 % ) 2013-04-10 10:55:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-151.root 2013-04-10 10:55:22 Selected 1258215 entries from 1258618 ( 99.968 % ) 2013-04-10 10:55:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-152.root 2013-04-10 10:55:46 Selected 1270768 entries from 1271194 ( 99.9665 % ) 2013-04-10 10:56:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-153.root 2013-04-10 10:56:09 Selected 1264074 entries from 1264533 ( 99.9637 % ) 2013-04-10 10:56:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-154.root 2013-04-10 10:56:32 Selected 1292940 entries from 1293344 ( 99.9688 % ) 2013-04-10 10:56:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-155.root 2013-04-10 10:56:56 Selected 1258577 entries from 1258955 ( 99.97 % ) 2013-04-10 10:57:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-156.root 2013-04-10 10:57:18 Selected 1259368 entries from 1259723 ( 99.9718 % ) 2013-04-10 10:57:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-157.root 2013-04-10 10:57:40 Selected 1303487 entries from 1303874 ( 99.9703 % ) 2013-04-10 10:58:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-158.root 2013-04-10 10:58:04 Selected 1260345 entries from 1260731 ( 99.9694 % ) 2013-04-10 10:58:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-159.root 2013-04-10 10:58:28 Selected 1275735 entries from 1276179 ( 99.9652 % ) 2013-04-10 10:58:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-160.root 2013-04-10 10:58:51 Selected 1261280 entries from 1261736 ( 99.9639 % ) 2013-04-10 10:59:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-161.root 2013-04-10 10:59:12 Selected 1317917 entries from 1318269 ( 99.9733 % ) 2013-04-10 10:59:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-162.root 2013-04-10 10:59:36 Selected 1264194 entries from 1264588 ( 99.9688 % ) 2013-04-10 10:59:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-163.root 2013-04-10 10:59:57 Selected 1296566 entries from 1297018 ( 99.9652 % ) 2013-04-10 11:00:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-164.root 2013-04-10 11:00:21 Selected 1262124 entries from 1262521 ( 99.9686 % ) 2013-04-10 11:00:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-165.root 2013-04-10 11:00:44 Selected 1318792 entries from 1319197 ( 99.9693 % ) 2013-04-10 11:01:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-166.root 2013-04-10 11:01:07 Selected 1265284 entries from 1265717 ( 99.9658 % ) 2013-04-10 11:01:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-167.root 2013-04-10 11:01:30 Selected 1290328 entries from 1290747 ( 99.9675 % ) 2013-04-10 11:01:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-168.root 2013-04-10 11:01:53 Selected 1322462 entries from 1322894 ( 99.9673 % ) 2013-04-10 11:02:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-169.root 2013-04-10 11:02:16 Selected 1319525 entries from 1319970 ( 99.9663 % ) 2013-04-10 11:02:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-170.root 2013-04-10 11:02:39 Selected 1310293 entries from 1310696 ( 99.9693 % ) 2013-04-10 11:02:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-171.root 2013-04-10 11:03:00 Selected 1313486 entries from 1313891 ( 99.9692 % ) 2013-04-10 11:03:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-172.root 2013-04-10 11:03:24 Selected 1257342 entries from 1257734 ( 99.9688 % ) 2013-04-10 11:03:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-173.root 2013-04-10 11:03:46 Selected 1317056 entries from 1317456 ( 99.9696 % ) 2013-04-10 11:04:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-174.root 2013-04-10 11:04:09 Selected 1284516 entries from 1284915 ( 99.9689 % ) 2013-04-10 11:04:29 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-175.root 2013-04-10 11:04:31 Selected 1264130 entries from 1264538 ( 99.9677 % ) 2013-04-10 11:04:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-176.root 2013-04-10 11:04:54 Selected 1310091 entries from 1310448 ( 99.9728 % ) 2013-04-10 11:05:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-177.root 2013-04-10 11:05:15 Selected 1265895 entries from 1266285 ( 99.9692 % ) 2013-04-10 11:05:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-178.root 2013-04-10 11:05:38 Selected 1258937 entries from 1259343 ( 99.9678 % ) 2013-04-10 11:06:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-179.root 2013-04-10 11:06:02 Selected 1257419 entries from 1257826 ( 99.9676 % ) 2013-04-10 11:06:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-180.root 2013-04-10 11:06:23 Selected 1253289 entries from 1253701 ( 99.9671 % ) 2013-04-10 11:06:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-181.root 2013-04-10 11:06:48 Selected 1262007 entries from 1262417 ( 99.9675 % ) 2013-04-10 11:07:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-182.root 2013-04-10 11:07:10 Selected 1289319 entries from 1289751 ( 99.9665 % ) 2013-04-10 11:07:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-183.root 2013-04-10 11:07:33 Selected 1313929 entries from 1314367 ( 99.9667 % ) 2013-04-10 11:07:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-184.root 2013-04-10 11:07:57 Selected 1268051 entries from 1268473 ( 99.9667 % ) 2013-04-10 11:08:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-185.root 2013-04-10 11:08:20 Selected 1259758 entries from 1260133 ( 99.9702 % ) 2013-04-10 11:08:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-186.root 2013-04-10 11:08:43 Selected 1314244 entries from 1314595 ( 99.9733 % ) 2013-04-10 11:09:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-187.root 2013-04-10 11:09:04 Selected 1262937 entries from 1263366 ( 99.966 % ) 2013-04-10 11:09:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-188.root 2013-04-10 11:09:27 Selected 1260820 entries from 1261281 ( 99.9634 % ) 2013-04-10 11:09:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-189.root 2013-04-10 11:09:47 Selected 1267412 entries from 1267808 ( 99.9688 % ) 2013-04-10 11:10:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-190.root 2013-04-10 11:10:09 Selected 1309830 entries from 1310234 ( 99.9692 % ) 2013-04-10 11:10:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-191.root 2013-04-10 11:10:29 Selected 1269671 entries from 1270068 ( 99.9687 % ) 2013-04-10 11:10:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-192.root 2013-04-10 11:10:50 Selected 1310497 entries from 1310933 ( 99.9667 % ) 2013-04-10 11:11:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-193.root 2013-04-10 11:11:10 Selected 1315367 entries from 1315757 ( 99.9704 % ) 2013-04-10 11:11:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-194.root 2013-04-10 11:11:32 Selected 1312167 entries from 1312580 ( 99.9685 % ) 2013-04-10 11:11:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-195.root 2013-04-10 11:11:55 Selected 1278316 entries from 1278783 ( 99.9635 % ) 2013-04-10 11:12:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-196.root 2013-04-10 11:12:18 Selected 1283905 entries from 1284315 ( 99.9681 % ) 2013-04-10 11:12:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-197.root 2013-04-10 11:12:41 Selected 1266030 entries from 1266448 ( 99.967 % ) 2013-04-10 11:13:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-198.root 2013-04-10 11:13:05 Selected 1261986 entries from 1262379 ( 99.9689 % ) 2013-04-10 11:13:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-199.root 2013-04-10 11:13:28 Selected 1309285 entries from 1309689 ( 99.9692 % ) 2013-04-10 11:13:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-200.root 2013-04-10 11:13:50 Selected 1309021 entries from 1309399 ( 99.9711 % ) 2013-04-10 11:14:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-201.root 2013-04-10 11:14:14 Selected 1288844 entries from 1289284 ( 99.9659 % ) 2013-04-10 11:15:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-202.root 2013-04-10 11:15:12 Selected 1306703 entries from 1307134 ( 99.967 % ) 2013-04-10 11:15:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-203.root 2013-04-10 11:15:38 Selected 1290625 entries from 1291008 ( 99.9703 % ) 2013-04-10 11:16:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-204.root 2013-04-10 11:16:22 Selected 1315838 entries from 1316253 ( 99.9685 % ) 2013-04-10 11:16:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-205.root 2013-04-10 11:16:45 Selected 1304116 entries from 1304561 ( 99.9659 % ) 2013-04-10 11:17:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-206.root 2013-04-10 11:17:08 Selected 1263640 entries from 1263999 ( 99.9716 % ) 2013-04-10 11:17:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-207.root 2013-04-10 11:17:41 Selected 1314935 entries from 1315303 ( 99.972 % ) 2013-04-10 11:18:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-208.root 2013-04-10 11:18:05 Selected 1292313 entries from 1292723 ( 99.9683 % ) 2013-04-10 11:18:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-209.root 2013-04-10 11:18:29 Selected 1260615 entries from 1261054 ( 99.9652 % ) 2013-04-10 11:18:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-210.root 2013-04-10 11:19:00 Selected 1258092 entries from 1258503 ( 99.9673 % ) 2013-04-10 11:19:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-211.root 2013-04-10 11:19:25 Selected 1320619 entries from 1321001 ( 99.9711 % ) 2013-04-10 11:19:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-212.root 2013-04-10 11:19:52 Selected 1256499 entries from 1256907 ( 99.9675 % ) 2013-04-10 11:20:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-213.root 2013-04-10 11:20:16 Selected 1264383 entries from 1264794 ( 99.9675 % ) 2013-04-10 11:20:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-214.root 2013-04-10 11:20:40 Selected 1311773 entries from 1312166 ( 99.97 % ) 2013-04-10 11:21:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-215.root 2013-04-10 11:21:05 Selected 1309646 entries from 1310022 ( 99.9713 % ) 2013-04-10 11:21:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-216.root 2013-04-10 11:21:28 Selected 1314280 entries from 1314666 ( 99.9706 % ) 2013-04-10 11:21:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-217.root 2013-04-10 11:21:52 Selected 1254259 entries from 1254660 ( 99.968 % ) 2013-04-10 11:22:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-218.root 2013-04-10 11:22:19 Selected 1266625 entries from 1267013 ( 99.9694 % ) 2013-04-10 11:22:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-219.root 2013-04-10 11:22:42 Selected 1307158 entries from 1307541 ( 99.9707 % ) 2013-04-10 11:23:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-220.root 2013-04-10 11:23:06 Selected 1284435 entries from 1284865 ( 99.9665 % ) 2013-04-10 11:23:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-221.root 2013-04-10 11:23:28 Selected 1290794 entries from 1291203 ( 99.9683 % ) 2013-04-10 11:23:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-222.root 2013-04-10 11:23:51 Selected 1258302 entries from 1258753 ( 99.9642 % ) 2013-04-10 11:24:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-223.root 2013-04-10 11:24:15 Selected 1319283 entries from 1319691 ( 99.9691 % ) 2013-04-10 11:24:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-224.root 2013-04-10 11:24:39 Selected 1266680 entries from 1267081 ( 99.9684 % ) 2013-04-10 11:25:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-225.root 2013-04-10 11:25:02 Selected 1254999 entries from 1255389 ( 99.9689 % ) 2013-04-10 11:25:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-226.root 2013-04-10 11:25:27 Selected 1311680 entries from 1312106 ( 99.9675 % ) 2013-04-10 11:25:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-227.root 2013-04-10 11:25:52 Selected 1299035 entries from 1299474 ( 99.9662 % ) 2013-04-10 11:26:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-228.root 2013-04-10 11:26:18 Selected 1318896 entries from 1319279 ( 99.971 % ) 2013-04-10 11:26:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-229.root 2013-04-10 11:26:45 Selected 1256095 entries from 1256506 ( 99.9673 % ) 2013-04-10 11:27:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-230.root 2013-04-10 11:27:07 Selected 1293334 entries from 1293728 ( 99.9695 % ) 2013-04-10 11:27:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-231.root 2013-04-10 11:27:29 Selected 1288839 entries from 1289249 ( 99.9682 % ) 2013-04-10 11:27:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-232.root 2013-04-10 11:27:53 Selected 1271667 entries from 1272128 ( 99.9638 % ) 2013-04-10 11:28:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-233.root 2013-04-10 11:28:22 Selected 1289310 entries from 1289711 ( 99.9689 % ) 2013-04-10 11:28:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-234.root 2013-04-10 11:28:46 Selected 1318493 entries from 1318892 ( 99.9697 % ) 2013-04-10 11:29:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-235.root 2013-04-10 11:29:08 Selected 1281074 entries from 1281473 ( 99.9689 % ) 2013-04-10 11:29:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-236.root 2013-04-10 11:29:32 Selected 1261508 entries from 1261908 ( 99.9683 % ) 2013-04-10 11:29:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-237.root 2013-04-10 11:29:57 Selected 1316878 entries from 1317305 ( 99.9676 % ) 2013-04-10 11:30:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-238.root 2013-04-10 11:30:20 Selected 1316105 entries from 1316536 ( 99.9673 % ) 2013-04-10 11:30:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-239.root 2013-04-10 11:30:43 Selected 1291659 entries from 1292067 ( 99.9684 % ) 2013-04-10 11:31:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-240.root 2013-04-10 11:31:04 Selected 1286706 entries from 1287140 ( 99.9663 % ) 2013-04-10 11:31:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-241.root 2013-04-10 11:31:29 Selected 1271656 entries from 1272100 ( 99.9651 % ) 2013-04-10 11:31:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-242.root 2013-04-10 11:31:51 Selected 1254638 entries from 1255028 ( 99.9689 % ) 2013-04-10 11:32:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-243.root 2013-04-10 11:32:17 Selected 1272457 entries from 1272865 ( 99.9679 % ) 2013-04-10 11:32:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-244.root 2013-04-10 11:32:54 Selected 1266591 entries from 1267038 ( 99.9647 % ) 2013-04-10 11:33:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-245.root 2013-04-10 11:33:18 Selected 1289117 entries from 1289506 ( 99.9698 % ) 2013-04-10 11:33:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-246.root 2013-04-10 11:33:39 Selected 1290771 entries from 1291169 ( 99.9692 % ) 2013-04-10 11:33:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-247.root 2013-04-10 11:33:59 Selected 1262449 entries from 1262908 ( 99.9637 % ) 2013-04-10 11:34:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-248.root 2013-04-10 11:34:23 Selected 1256243 entries from 1256639 ( 99.9685 % ) 2013-04-10 11:34:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-249.root 2013-04-10 11:34:48 Selected 1265537 entries from 1265921 ( 99.9697 % ) 2013-04-10 11:35:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-250.root 2013-04-10 11:35:13 Selected 1269945 entries from 1270353 ( 99.9679 % ) 2013-04-10 11:35:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-251.root 2013-04-10 11:35:36 Selected 1265914 entries from 1266341 ( 99.9663 % ) 2013-04-10 11:35:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-252.root 2013-04-10 11:36:01 Selected 1295461 entries from 1295864 ( 99.9689 % ) 2013-04-10 11:36:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-253.root 2013-04-10 11:36:23 Selected 1254087 entries from 1254502 ( 99.9669 % ) 2013-04-10 11:36:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-254.root 2013-04-10 11:36:46 Selected 1256193 entries from 1256579 ( 99.9693 % ) 2013-04-10 11:37:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-255.root 2013-04-10 11:37:11 Selected 1306426 entries from 1306836 ( 99.9686 % ) 2013-04-10 11:37:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-256.root 2013-04-10 11:37:35 Selected 1269302 entries from 1269717 ( 99.9673 % ) 2013-04-10 11:37:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-257.root 2013-04-10 11:37:56 Selected 1305599 entries from 1306018 ( 99.9679 % ) 2013-04-10 11:38:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-258.root 2013-04-10 11:38:18 Selected 1323395 entries from 1323809 ( 99.9687 % ) 2013-04-10 11:38:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-259.root 2013-04-10 11:38:41 Selected 1313839 entries from 1314226 ( 99.9706 % ) 2013-04-10 11:39:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-260.root 2013-04-10 11:39:04 Selected 1267402 entries from 1267874 ( 99.9628 % ) 2013-04-10 11:39:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-261.root 2013-04-10 11:39:26 Selected 1261396 entries from 1261814 ( 99.9669 % ) 2013-04-10 11:39:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-262.root 2013-04-10 11:39:49 Selected 1263855 entries from 1264296 ( 99.9651 % ) 2013-04-10 11:40:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-263.root 2013-04-10 11:40:11 Selected 1264010 entries from 1264430 ( 99.9668 % ) 2013-04-10 11:40:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-264.root 2013-04-10 11:40:36 Selected 1257064 entries from 1257471 ( 99.9676 % ) 2013-04-10 11:40:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-265.root 2013-04-10 11:41:00 Selected 1320934 entries from 1321344 ( 99.969 % ) 2013-04-10 11:41:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-266.root 2013-04-10 11:41:22 Selected 1316767 entries from 1317132 ( 99.9723 % ) 2013-04-10 11:41:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-267.root 2013-04-10 11:41:44 Selected 1321889 entries from 1322307 ( 99.9684 % ) 2013-04-10 11:42:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-268.root 2013-04-10 11:42:09 Selected 1260242 entries from 1260645 ( 99.968 % ) 2013-04-10 11:42:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-269.root 2013-04-10 11:42:30 Selected 1268831 entries from 1269262 ( 99.966 % ) 2013-04-10 11:42:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-270.root 2013-04-10 11:42:53 Selected 1312205 entries from 1312633 ( 99.9674 % ) 2013-04-10 11:43:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-271.root 2013-04-10 11:43:15 Selected 1257047 entries from 1257429 ( 99.9696 % ) 2013-04-10 11:43:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-272.root 2013-04-10 11:43:38 Selected 1259603 entries from 1260014 ( 99.9674 % ) 2013-04-10 11:44:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-273.root 2013-04-10 11:44:02 Selected 1286232 entries from 1286631 ( 99.969 % ) 2013-04-10 11:44:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-274.root 2013-04-10 11:44:25 Selected 1267978 entries from 1268417 ( 99.9654 % ) 2013-04-10 11:44:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-275.root 2013-04-10 11:44:48 Selected 1261975 entries from 1262400 ( 99.9663 % ) 2013-04-10 11:45:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-276.root 2013-04-10 11:45:12 Selected 1316749 entries from 1317190 ( 99.9665 % ) 2013-04-10 11:45:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-277.root 2013-04-10 11:45:36 Selected 1315024 entries from 1315483 ( 99.9651 % ) 2013-04-10 11:45:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-278.root 2013-04-10 11:46:00 Selected 1265416 entries from 1265834 ( 99.967 % ) 2013-04-10 11:46:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-279.root 2013-04-10 11:46:25 Selected 1317790 entries from 1318177 ( 99.9706 % ) 2013-04-10 11:46:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-280.root 2013-04-10 11:46:46 Selected 1278854 entries from 1279235 ( 99.9702 % ) 2013-04-10 11:47:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-281.root 2013-04-10 11:47:10 Selected 1263461 entries from 1263867 ( 99.9679 % ) 2013-04-10 11:47:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-282.root 2013-04-10 11:47:35 Selected 1307113 entries from 1307533 ( 99.9679 % ) 2013-04-10 11:47:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-283.root 2013-04-10 11:47:58 Selected 1287735 entries from 1288118 ( 99.9703 % ) 2013-04-10 11:48:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-284.root 2013-04-10 11:48:22 Selected 1309581 entries from 1309955 ( 99.9714 % ) 2013-04-10 11:48:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-285.root 2013-04-10 11:48:47 Selected 1310761 entries from 1311158 ( 99.9697 % ) 2013-04-10 11:49:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-286.root 2013-04-10 11:49:09 Selected 1315398 entries from 1315809 ( 99.9688 % ) 2013-04-10 11:49:29 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-287.root 2013-04-10 11:49:31 Selected 1314658 entries from 1315096 ( 99.9667 % ) 2013-04-10 11:49:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-288.root 2013-04-10 11:49:55 Selected 1315003 entries from 1315413 ( 99.9688 % ) 2013-04-10 11:50:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-289.root 2013-04-10 11:50:18 Selected 1270114 entries from 1270531 ( 99.9672 % ) 2013-04-10 11:50:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-290.root 2013-04-10 11:50:39 Selected 1289081 entries from 1289455 ( 99.971 % ) 2013-04-10 11:50:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-291.root 2013-04-10 11:51:00 Selected 1264743 entries from 1265180 ( 99.9655 % ) 2013-04-10 11:51:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-292.root 2013-04-10 11:51:23 Selected 1269962 entries from 1270379 ( 99.9672 % ) 2013-04-10 11:51:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-293.root 2013-04-10 11:51:45 Selected 1317962 entries from 1318365 ( 99.9694 % ) 2013-04-10 11:52:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-294.root 2013-04-10 11:52:10 Selected 1270411 entries from 1270828 ( 99.9672 % ) 2013-04-10 11:52:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-295.root 2013-04-10 11:52:34 Selected 1265372 entries from 1265797 ( 99.9664 % ) 2013-04-10 11:52:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-296.root 2013-04-10 11:52:58 Selected 1314420 entries from 1314845 ( 99.9677 % ) 2013-04-10 11:53:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-297.root 2013-04-10 11:53:20 Selected 1315699 entries from 1316114 ( 99.9685 % ) 2013-04-10 11:53:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-298.root 2013-04-10 11:53:42 Selected 1266909 entries from 1267305 ( 99.9688 % ) 2013-04-10 11:54:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-299.root 2013-04-10 11:54:06 Selected 1266204 entries from 1266632 ( 99.9662 % ) 2013-04-10 11:54:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-300.root 2013-04-10 11:54:29 Selected 1311506 entries from 1311917 ( 99.9687 % ) 2013-04-10 11:54:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-301.root 2013-04-10 11:54:52 Selected 1306761 entries from 1307188 ( 99.9673 % ) 2013-04-10 11:55:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-302.root 2013-04-10 11:55:15 Selected 1311410 entries from 1311798 ( 99.9704 % ) 2013-04-10 11:55:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-303.root 2013-04-10 11:55:37 Selected 1253486 entries from 1253912 ( 99.966 % ) 2013-04-10 11:55:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-304.root 2013-04-10 11:56:00 Selected 1285116 entries from 1285491 ( 99.9708 % ) 2013-04-10 11:56:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-305.root 2013-04-10 11:56:22 Selected 1251415 entries from 1251802 ( 99.9691 % ) 2013-04-10 11:56:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-306.root 2013-04-10 11:56:45 Selected 1293783 entries from 1294168 ( 99.9703 % ) 2013-04-10 11:57:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-307.root 2013-04-10 11:57:08 Selected 1269076 entries from 1269498 ( 99.9668 % ) 2013-04-10 11:57:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-308.root 2013-04-10 11:57:32 Selected 1317577 entries from 1318002 ( 99.9678 % ) 2013-04-10 11:57:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-309.root 2013-04-10 11:57:55 Selected 1317619 entries from 1318035 ( 99.9684 % ) 2013-04-10 11:58:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-310.root 2013-04-10 11:58:17 Selected 1315819 entries from 1316249 ( 99.9673 % ) 2013-04-10 11:58:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-311.root 2013-04-10 11:58:40 Selected 1317948 entries from 1318336 ( 99.9706 % ) 2013-04-10 11:59:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-312.root 2013-04-10 11:59:03 Selected 1255873 entries from 1256275 ( 99.968 % ) 2013-04-10 11:59:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-313.root 2013-04-10 11:59:26 Selected 1322585 entries from 1322963 ( 99.9714 % ) 2013-04-10 11:59:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-314.root 2013-04-10 11:59:51 Selected 1276927 entries from 1277367 ( 99.9656 % ) 2013-04-10 12:00:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-315.root 2013-04-10 12:00:17 Selected 1320846 entries from 1321256 ( 99.969 % ) 2013-04-10 12:00:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-316.root 2013-04-10 12:00:40 Selected 1250536 entries from 1250938 ( 99.9679 % ) 2013-04-10 12:01:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-317.root 2013-04-10 12:01:04 Selected 1308403 entries from 1308809 ( 99.969 % ) 2013-04-10 12:01:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-318.root 2013-04-10 12:01:30 Selected 1312919 entries from 1313330 ( 99.9687 % ) 2013-04-10 12:01:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-319.root 2013-04-10 12:01:55 Selected 1315517 entries from 1315896 ( 99.9712 % ) 2013-04-10 12:02:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-320.root 2013-04-10 12:02:20 Selected 1311609 entries from 1312008 ( 99.9696 % ) 2013-04-10 12:02:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-321.root 2013-04-10 12:02:45 Selected 1266619 entries from 1267038 ( 99.9669 % ) 2013-04-10 12:03:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-322.root 2013-04-10 12:03:08 Selected 1260371 entries from 1260774 ( 99.968 % ) 2013-04-10 12:03:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-323.root 2013-04-10 12:03:30 Selected 1253718 entries from 1254126 ( 99.9675 % ) 2013-04-10 12:03:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-324.root 2013-04-10 12:03:53 Selected 1268705 entries from 1269172 ( 99.9632 % ) 2013-04-10 12:04:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-325.root 2013-04-10 12:04:17 Selected 1290661 entries from 1291095 ( 99.9664 % ) 2013-04-10 12:04:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-326.root 2013-04-10 12:04:41 Selected 1260014 entries from 1260413 ( 99.9683 % ) 2013-04-10 12:05:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-327.root 2013-04-10 12:05:05 Selected 1269658 entries from 1270083 ( 99.9665 % ) 2013-04-10 12:05:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-328.root 2013-04-10 12:05:30 Selected 1258990 entries from 1259391 ( 99.9682 % ) 2013-04-10 12:05:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-329.root 2013-04-10 12:05:54 Selected 1290151 entries from 1290564 ( 99.968 % ) 2013-04-10 12:06:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-330.root 2013-04-10 12:06:17 Selected 1316973 entries from 1317365 ( 99.9702 % ) 2013-04-10 12:06:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-331.root 2013-04-10 12:06:40 Selected 1266275 entries from 1266691 ( 99.9672 % ) 2013-04-10 12:07:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-332.root 2013-04-10 12:07:04 Selected 1267156 entries from 1267528 ( 99.9707 % ) 2013-04-10 12:07:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-333.root 2013-04-10 12:07:27 Selected 1289974 entries from 1290422 ( 99.9653 % ) 2013-04-10 12:07:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-334.root 2013-04-10 12:07:49 Selected 1314885 entries from 1315313 ( 99.9675 % ) 2013-04-10 12:08:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-335.root 2013-04-10 12:08:13 Selected 1302029 entries from 1302408 ( 99.9709 % ) 2013-04-10 12:08:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-336.root 2013-04-10 12:08:36 Selected 1259279 entries from 1259678 ( 99.9683 % ) 2013-04-10 12:08:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-337.root 2013-04-10 12:08:59 Selected 1265198 entries from 1265612 ( 99.9673 % ) 2013-04-10 12:09:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-338.root 2013-04-10 12:09:24 Selected 1315984 entries from 1316386 ( 99.9695 % ) 2013-04-10 12:09:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-339.root 2013-04-10 12:09:46 Selected 1256063 entries from 1256482 ( 99.9667 % ) 2013-04-10 12:10:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-340.root 2013-04-10 12:10:09 Selected 1259325 entries from 1259736 ( 99.9674 % ) 2013-04-10 12:10:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-341.root 2013-04-10 12:10:32 Selected 1301108 entries from 1301505 ( 99.9695 % ) 2013-04-10 12:10:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-342.root 2013-04-10 12:10:56 Selected 1265300 entries from 1265714 ( 99.9673 % ) 2013-04-10 12:11:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-343.root 2013-04-10 12:11:21 Selected 1254155 entries from 1254527 ( 99.9703 % ) 2013-04-10 12:11:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-344.root 2013-04-10 12:11:43 Selected 1317374 entries from 1317768 ( 99.9701 % ) 2013-04-10 12:12:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-345.root 2013-04-10 12:12:07 Selected 1258606 entries from 1258942 ( 99.9733 % ) 2013-04-10 12:12:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-346.root 2013-04-10 12:12:29 Selected 1318166 entries from 1318568 ( 99.9695 % ) 2013-04-10 12:12:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-347.root 2013-04-10 12:12:52 Selected 1254912 entries from 1255374 ( 99.9632 % ) 2013-04-10 12:13:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-348.root 2013-04-10 12:13:13 Selected 1267133 entries from 1267536 ( 99.9682 % ) 2013-04-10 12:13:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-349.root 2013-04-10 12:13:37 Selected 1267980 entries from 1268425 ( 99.9649 % ) 2013-04-10 12:13:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-350.root 2013-04-10 12:14:01 Selected 1269437 entries from 1269841 ( 99.9682 % ) 2013-04-10 12:14:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-351.root 2013-04-10 12:14:24 Selected 1290175 entries from 1290621 ( 99.9654 % ) 2013-04-10 12:14:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-352.root 2013-04-10 12:14:47 Selected 1310956 entries from 1311352 ( 99.9698 % ) 2013-04-10 12:15:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-353.root 2013-04-10 12:15:11 Selected 1289291 entries from 1289702 ( 99.9681 % ) 2013-04-10 12:15:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-354.root 2013-04-10 12:15:34 Selected 1265263 entries from 1265688 ( 99.9664 % ) 2013-04-10 12:15:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-355.root 2013-04-10 12:15:56 Selected 1314041 entries from 1314448 ( 99.969 % ) 2013-04-10 12:16:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-356.root 2013-04-10 12:16:19 Selected 1313648 entries from 1314045 ( 99.9698 % ) 2013-04-10 12:16:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-357.root 2013-04-10 12:16:41 Selected 1293785 entries from 1294138 ( 99.9727 % ) 2013-04-10 12:17:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-358.root 2013-04-10 12:17:04 Selected 1314978 entries from 1315429 ( 99.9657 % ) 2013-04-10 12:17:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-359.root 2013-04-10 12:17:27 Selected 1317307 entries from 1317706 ( 99.9697 % ) 2013-04-10 12:17:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-360.root 2013-04-10 12:17:50 Selected 1266151 entries from 1266565 ( 99.9673 % ) 2013-04-10 12:18:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-361.root 2013-04-10 12:18:13 Selected 1278018 entries from 1278481 ( 99.9638 % ) 2013-04-10 12:18:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-362.root 2013-04-10 12:18:38 Selected 1275297 entries from 1275748 ( 99.9646 % ) 2013-04-10 12:18:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-363.root 2013-04-10 12:19:01 Selected 1268746 entries from 1269150 ( 99.9682 % ) 2013-04-10 12:19:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-364.root 2013-04-10 12:19:26 Selected 1261456 entries from 1261829 ( 99.9704 % ) 2013-04-10 12:19:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-365.root 2013-04-10 12:19:48 Selected 1261929 entries from 1262346 ( 99.967 % ) 2013-04-10 12:20:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-366.root 2013-04-10 12:20:12 Selected 1307533 entries from 1307947 ( 99.9683 % ) 2013-04-10 12:20:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-367.root 2013-04-10 12:20:36 Selected 1309895 entries from 1310314 ( 99.968 % ) 2013-04-10 12:20:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-368.root 2013-04-10 12:20:59 Selected 1273880 entries from 1274344 ( 99.9636 % ) 2013-04-10 12:21:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-369.root 2013-04-10 12:21:21 Selected 1318471 entries from 1318878 ( 99.9691 % ) 2013-04-10 12:21:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-370.root 2013-04-10 12:21:44 Selected 1288909 entries from 1289280 ( 99.9712 % ) 2013-04-10 12:22:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-371.root 2013-04-10 12:22:06 Selected 1265140 entries from 1265583 ( 99.965 % ) 2013-04-10 12:22:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-372.root 2013-04-10 12:22:28 Selected 1290068 entries from 1290506 ( 99.9661 % ) 2013-04-10 12:22:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-373.root 2013-04-10 12:22:51 Selected 1273941 entries from 1274386 ( 99.9651 % ) 2013-04-10 12:23:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-374.root 2013-04-10 12:23:12 Selected 1315516 entries from 1315914 ( 99.9698 % ) 2013-04-10 12:23:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-375.root 2013-04-10 12:23:35 Selected 1291559 entries from 1291962 ( 99.9688 % ) 2013-04-10 12:23:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-376.root 2013-04-10 12:23:59 Selected 1300845 entries from 1301234 ( 99.9701 % ) 2013-04-10 12:24:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-377.root 2013-04-10 12:24:23 Selected 1262642 entries from 1263061 ( 99.9668 % ) 2013-04-10 12:24:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-378.root 2013-04-10 12:24:45 Selected 1290008 entries from 1290418 ( 99.9682 % ) 2013-04-10 12:25:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-379.root 2013-04-10 12:25:09 Selected 1322599 entries from 1323057 ( 99.9654 % ) 2013-04-10 12:25:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-380.root 2013-04-10 12:25:34 Selected 1268682 entries from 1269112 ( 99.9661 % ) 2013-04-10 12:25:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-381.root 2013-04-10 12:25:57 Selected 1316207 entries from 1316675 ( 99.9645 % ) 2013-04-10 12:26:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-382.root 2013-04-10 12:26:19 Selected 1312728 entries from 1313106 ( 99.9712 % ) 2013-04-10 12:26:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-383.root 2013-04-10 12:26:43 Selected 1310567 entries from 1310981 ( 99.9684 % ) 2013-04-10 12:27:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-384.root 2013-04-10 12:27:05 Selected 1262871 entries from 1263290 ( 99.9668 % ) 2013-04-10 12:27:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-385.root 2013-04-10 12:27:26 Selected 1284698 entries from 1285118 ( 99.9673 % ) 2013-04-10 12:27:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-386.root 2013-04-10 12:27:49 Selected 1313872 entries from 1314299 ( 99.9675 % ) 2013-04-10 12:28:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-387.root 2013-04-10 12:28:13 Selected 1259728 entries from 1260136 ( 99.9676 % ) 2013-04-10 12:28:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-388.root 2013-04-10 12:28:37 Selected 1307182 entries from 1307574 ( 99.97 % ) 2013-04-10 12:28:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-389.root 2013-04-10 12:29:01 Selected 1315770 entries from 1316198 ( 99.9675 % ) 2013-04-10 12:29:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-390.root 2013-04-10 12:29:24 Selected 1308085 entries from 1308471 ( 99.9705 % ) 2013-04-10 12:29:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-391.root 2013-04-10 12:29:47 Selected 1276355 entries from 1276718 ( 99.9716 % ) 2013-04-10 12:30:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-392.root 2013-04-10 12:30:11 Selected 1264252 entries from 1264640 ( 99.9693 % ) 2013-04-10 12:30:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-393.root 2013-04-10 12:30:36 Selected 1274400 entries from 1274821 ( 99.967 % ) 2013-04-10 12:30:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-394.root 2013-04-10 12:31:01 Selected 1305396 entries from 1305816 ( 99.9678 % ) 2013-04-10 12:31:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-395.root 2013-04-10 12:31:26 Selected 1294835 entries from 1295257 ( 99.9674 % ) 2013-04-10 12:31:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-396.root 2013-04-10 12:31:49 Selected 1271923 entries from 1272333 ( 99.9678 % ) 2013-04-10 12:32:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-397.root 2013-04-10 12:32:13 Selected 1317642 entries from 1318059 ( 99.9684 % ) 2013-04-10 12:32:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-398.root 2013-04-10 12:32:36 Selected 1316489 entries from 1316910 ( 99.968 % ) 2013-04-10 12:32:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-399.root 2013-04-10 12:32:59 Selected 1261297 entries from 1261681 ( 99.9696 % ) 2013-04-10 12:33:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-400.root 2013-04-10 12:33:21 Selected 1272877 entries from 1273314 ( 99.9657 % ) 2013-04-10 12:33:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-401.root 2013-04-10 12:33:45 Selected 1254144 entries from 1254559 ( 99.9669 % ) 2013-04-10 12:34:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-402.root 2013-04-10 12:34:09 Selected 1293576 entries from 1293947 ( 99.9713 % ) 2013-04-10 12:34:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-403.root 2013-04-10 12:34:33 Selected 1294069 entries from 1294494 ( 99.9672 % ) 2013-04-10 12:34:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-404.root 2013-04-10 12:34:56 Selected 1294987 entries from 1295436 ( 99.9653 % ) 2013-04-10 12:35:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-405.root 2013-04-10 12:35:19 Selected 1265821 entries from 1266256 ( 99.9656 % ) 2013-04-10 12:35:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-406.root 2013-04-10 12:35:41 Selected 1317753 entries from 1318202 ( 99.9659 % ) 2013-04-10 12:36:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-407.root 2013-04-10 12:36:05 Selected 1322080 entries from 1322481 ( 99.9697 % ) 2013-04-10 12:36:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-408.root 2013-04-10 12:36:29 Selected 1258083 entries from 1258469 ( 99.9693 % ) 2013-04-10 12:36:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-409.root 2013-04-10 12:36:54 Selected 1259456 entries from 1259882 ( 99.9662 % ) 2013-04-10 12:37:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-410.root 2013-04-10 12:37:18 Selected 1311330 entries from 1311715 ( 99.9706 % ) 2013-04-10 12:37:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-411.root 2013-04-10 12:37:41 Selected 1316817 entries from 1317216 ( 99.9697 % ) 2013-04-10 12:38:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-412.root 2013-04-10 12:38:04 Selected 1289350 entries from 1289738 ( 99.9699 % ) 2013-04-10 12:38:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-413.root 2013-04-10 12:38:27 Selected 1251126 entries from 1251519 ( 99.9686 % ) 2013-04-10 12:38:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-414.root 2013-04-10 12:38:50 Selected 1279092 entries from 1279533 ( 99.9655 % ) 2013-04-10 12:39:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-415.root 2013-04-10 12:39:13 Selected 1257563 entries from 1257949 ( 99.9693 % ) 2013-04-10 12:39:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-416.root 2013-04-10 12:39:35 Selected 1315490 entries from 1315868 ( 99.9713 % ) 2013-04-10 12:39:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-417.root 2013-04-10 12:39:59 Selected 1258194 entries from 1258600 ( 99.9677 % ) 2013-04-10 12:40:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-418.root 2013-04-10 12:40:23 Selected 1295934 entries from 1296373 ( 99.9661 % ) 2013-04-10 12:40:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-419.root 2013-04-10 12:40:46 Selected 1253676 entries from 1254112 ( 99.9652 % ) 2013-04-10 12:41:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-420.root 2013-04-10 12:41:09 Selected 1284923 entries from 1285345 ( 99.9672 % ) 2013-04-10 12:41:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-421.root 2013-04-10 12:41:30 Selected 1283388 entries from 1283754 ( 99.9715 % ) 2013-04-10 12:41:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-422.root 2013-04-10 12:41:52 Selected 1316388 entries from 1316798 ( 99.9689 % ) 2013-04-10 12:42:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-423.root 2013-04-10 12:42:13 Selected 1256062 entries from 1256478 ( 99.9669 % ) 2013-04-10 12:42:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-424.root 2013-04-10 12:42:36 Selected 1301095 entries from 1301533 ( 99.9663 % ) 2013-04-10 12:42:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-425.root 2013-04-10 12:43:00 Selected 1254511 entries from 1254887 ( 99.97 % ) 2013-04-10 12:43:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-426.root 2013-04-10 12:43:22 Selected 1287342 entries from 1287750 ( 99.9683 % ) 2013-04-10 12:43:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-427.root 2013-04-10 12:43:47 Selected 1261020 entries from 1261406 ( 99.9694 % ) 2013-04-10 12:44:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-428.root 2013-04-10 12:44:08 Selected 1273027 entries from 1273460 ( 99.966 % ) 2013-04-10 12:44:29 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-429.root 2013-04-10 12:44:31 Selected 1303217 entries from 1303659 ( 99.9661 % ) 2013-04-10 12:44:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-430.root 2013-04-10 12:44:54 Selected 1258032 entries from 1258450 ( 99.9668 % ) 2013-04-10 12:45:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-431.root 2013-04-10 12:45:19 Selected 1257305 entries from 1257729 ( 99.9663 % ) 2013-04-10 12:45:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-432.root 2013-04-10 12:45:42 Selected 1261177 entries from 1261588 ( 99.9674 % ) 2013-04-10 12:46:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-433.root 2013-04-10 12:46:06 Selected 1290363 entries from 1290785 ( 99.9673 % ) 2013-04-10 12:46:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-434.root 2013-04-10 12:46:28 Selected 1264184 entries from 1264618 ( 99.9657 % ) 2013-04-10 12:46:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-435.root 2013-04-10 12:46:54 Selected 1261302 entries from 1261723 ( 99.9666 % ) 2013-04-10 12:47:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-436.root 2013-04-10 12:47:17 Selected 1291067 entries from 1291480 ( 99.968 % ) 2013-04-10 12:47:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-437.root 2013-04-10 12:47:38 Selected 1289136 entries from 1289539 ( 99.9687 % ) 2013-04-10 12:47:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-438.root 2013-04-10 12:48:01 Selected 1315624 entries from 1316028 ( 99.9693 % ) 2013-04-10 12:48:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-439.root 2013-04-10 12:48:24 Selected 1258277 entries from 1258693 ( 99.9669 % ) 2013-04-10 12:48:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-440.root 2013-04-10 12:48:45 Selected 1313848 entries from 1314268 ( 99.968 % ) 2013-04-10 12:49:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-441.root 2013-04-10 12:49:08 Selected 1267269 entries from 1267704 ( 99.9657 % ) 2013-04-10 12:49:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-442.root 2013-04-10 12:49:33 Selected 1310195 entries from 1310626 ( 99.9671 % ) 2013-04-10 12:49:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-443.root 2013-04-10 12:49:56 Selected 1267887 entries from 1268315 ( 99.9663 % ) 2013-04-10 12:50:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-444.root 2013-04-10 12:50:18 Selected 1262120 entries from 1262538 ( 99.9669 % ) 2013-04-10 12:50:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-445.root 2013-04-10 12:50:39 Selected 1252324 entries from 1252743 ( 99.9666 % ) 2013-04-10 12:51:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-446.root 2013-04-10 12:51:03 Selected 1265580 entries from 1265998 ( 99.967 % ) 2013-04-10 12:51:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-447.root 2013-04-10 12:51:27 Selected 1268803 entries from 1269248 ( 99.9649 % ) 2013-04-10 12:51:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-448.root 2013-04-10 12:51:49 Selected 1296081 entries from 1296465 ( 99.9704 % ) 2013-04-10 12:52:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-449.root 2013-04-10 12:52:13 Selected 1264906 entries from 1265323 ( 99.967 % ) 2013-04-10 12:52:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-450.root 2013-04-10 12:52:35 Selected 1259192 entries from 1259671 ( 99.962 % ) 2013-04-10 12:52:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-451.root 2013-04-10 12:53:00 Selected 1319068 entries from 1319539 ( 99.9643 % ) 2013-04-10 12:53:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-452.root 2013-04-10 12:53:22 Selected 1272193 entries from 1272618 ( 99.9666 % ) 2013-04-10 12:53:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-453.root 2013-04-10 12:53:46 Selected 1315455 entries from 1315863 ( 99.969 % ) 2013-04-10 12:54:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-454.root 2013-04-10 12:54:11 Selected 1260168 entries from 1260567 ( 99.9683 % ) 2013-04-10 12:54:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-455.root 2013-04-10 12:54:35 Selected 1314900 entries from 1315306 ( 99.9691 % ) 2013-04-10 12:55:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-456.root 2013-04-10 12:55:01 Selected 1268821 entries from 1269186 ( 99.9712 % ) 2013-04-10 12:55:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-457.root 2013-04-10 12:55:24 Selected 1267471 entries from 1267889 ( 99.967 % ) 2013-04-10 12:55:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-458.root 2013-04-10 12:55:48 Selected 1262649 entries from 1263039 ( 99.9691 % ) 2013-04-10 12:56:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-459.root 2013-04-10 12:56:10 Selected 1291010 entries from 1291414 ( 99.9687 % ) 2013-04-10 12:56:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-460.root 2013-04-10 12:56:33 Selected 1320977 entries from 1321412 ( 99.9671 % ) 2013-04-10 12:56:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-461.root 2013-04-10 12:56:57 Selected 1315599 entries from 1315976 ( 99.9714 % ) 2013-04-10 12:57:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-462.root 2013-04-10 12:57:22 Selected 1290469 entries from 1290838 ( 99.9714 % ) 2013-04-10 12:57:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-463.root 2013-04-10 12:57:46 Selected 1315807 entries from 1316202 ( 99.97 % ) 2013-04-10 12:58:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-464.root 2013-04-10 12:58:09 Selected 1263832 entries from 1264270 ( 99.9654 % ) 2013-04-10 12:58:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-465.root 2013-04-10 12:58:35 Selected 1269436 entries from 1269884 ( 99.9647 % ) 2013-04-10 12:58:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-466.root 2013-04-10 12:58:57 Selected 1275644 entries from 1276042 ( 99.9688 % ) 2013-04-10 12:59:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-467.root 2013-04-10 12:59:21 Selected 1262525 entries from 1262958 ( 99.9657 % ) 2013-04-10 12:59:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-468.root 2013-04-10 12:59:44 Selected 1269992 entries from 1270430 ( 99.9655 % ) 2013-04-10 13:00:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-469.root 2013-04-10 13:00:09 Selected 1288103 entries from 1288517 ( 99.9679 % ) 2013-04-10 13:00:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-470.root 2013-04-10 13:00:32 Selected 1274528 entries from 1274953 ( 99.9667 % ) 2013-04-10 13:00:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-471.root 2013-04-10 13:00:56 Selected 1257868 entries from 1258294 ( 99.9661 % ) 2013-04-10 13:01:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-472.root 2013-04-10 13:01:19 Selected 1263869 entries from 1264295 ( 99.9663 % ) 2013-04-10 13:01:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-473.root 2013-04-10 13:01:44 Selected 1319660 entries from 1320114 ( 99.9656 % ) 2013-04-10 13:02:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-474.root 2013-04-10 13:02:07 Selected 1305332 entries from 1305713 ( 99.9708 % ) 2013-04-10 13:02:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-475.root 2013-04-10 13:02:29 Selected 1260356 entries from 1260741 ( 99.9695 % ) 2013-04-10 13:02:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-476.root 2013-04-10 13:02:51 Selected 1312610 entries from 1313020 ( 99.9688 % ) 2013-04-10 13:03:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-477.root 2013-04-10 13:03:14 Selected 1271318 entries from 1271758 ( 99.9654 % ) 2013-04-10 13:03:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-478.root 2013-04-10 13:03:41 Selected 1264136 entries from 1264501 ( 99.9711 % ) 2013-04-10 13:04:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-479.root 2013-04-10 13:04:05 Selected 1269835 entries from 1270211 ( 99.9704 % ) 2013-04-10 13:04:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-480.root 2013-04-10 13:04:29 Selected 1298021 entries from 1298444 ( 99.9674 % ) 2013-04-10 13:04:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-481.root 2013-04-10 13:04:53 Selected 1266765 entries from 1267169 ( 99.9681 % ) 2013-04-10 13:05:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-482.root 2013-04-10 13:05:16 Selected 1271419 entries from 1271817 ( 99.9687 % ) 2013-04-10 13:05:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-483.root 2013-04-10 13:05:40 Selected 1311284 entries from 1311688 ( 99.9692 % ) 2013-04-10 13:06:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-484.root 2013-04-10 13:06:04 Selected 1287386 entries from 1287848 ( 99.9641 % ) 2013-04-10 13:06:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-485.root 2013-04-10 13:06:27 Selected 1258608 entries from 1259026 ( 99.9668 % ) 2013-04-10 13:06:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-486.root 2013-04-10 13:06:48 Selected 1280583 entries from 1280992 ( 99.9681 % ) 2013-04-10 13:07:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-487.root 2013-04-10 13:07:12 Selected 1292308 entries from 1292728 ( 99.9675 % ) 2013-04-10 13:07:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-488.root 2013-04-10 13:07:37 Selected 1263519 entries from 1263929 ( 99.9676 % ) 2013-04-10 13:07:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-489.root 2013-04-10 13:08:01 Selected 1317940 entries from 1318328 ( 99.9706 % ) 2013-04-10 13:08:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-490.root 2013-04-10 13:08:25 Selected 1311525 entries from 1311907 ( 99.9709 % ) 2013-04-10 13:08:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-491.root 2013-04-10 13:08:48 Selected 1258641 entries from 1259032 ( 99.9689 % ) 2013-04-10 13:09:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-492.root 2013-04-10 13:09:13 Selected 1315801 entries from 1316199 ( 99.9698 % ) 2013-04-10 13:09:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-493.root 2013-04-10 13:09:37 Selected 1319956 entries from 1320370 ( 99.9686 % ) 2013-04-10 13:09:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-494.root 2013-04-10 13:10:01 Selected 1290107 entries from 1290503 ( 99.9693 % ) 2013-04-10 13:10:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-495.root 2013-04-10 13:10:25 Selected 1310526 entries from 1310936 ( 99.9687 % ) 2013-04-10 13:10:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-496.root 2013-04-10 13:10:48 Selected 1319870 entries from 1320315 ( 99.9663 % ) 2013-04-10 13:11:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-497.root 2013-04-10 13:11:13 Selected 1267963 entries from 1268410 ( 99.9648 % ) 2013-04-10 13:11:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-498.root 2013-04-10 13:11:39 Selected 1265961 entries from 1266359 ( 99.9686 % ) 2013-04-10 13:12:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-499.root 2013-04-10 13:12:06 Selected 1311636 entries from 1312027 ( 99.9702 % ) 2013-04-10 13:12:29 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-500.root 2013-04-10 13:12:31 Selected 1286353 entries from 1286730 ( 99.9707 % ) 2013-04-10 13:14:31 Making final performance plots ... 2013-04-10 13:14:32 Creating Eff V Purity text file : text/UpstreamGhostEffVPurity-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 13:14:33 Creating Eff V OverallMisID text file : text/UpstreamGhostEffVOverallMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 13:14:34 Creating Eff V Electron MisID text file : text/UpstreamGhostEffVElectronMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 13:14:35 Creating Eff V Kaon MisID text file : text/UpstreamGhostEffVKaonMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 13:14:35 Creating Eff V Muon MisID text file : text/UpstreamGhostEffVMuonMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 13:14:36 Creating Eff V Pion MisID text file : text/UpstreamGhostEffVPionMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 13:14:37 Creating Eff V Proton MisID text file : text/UpstreamGhostEffVProtonMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 13:15:06 Finished... removed `train-config.txt' removed `MVA.txt' removed `datafiles.txt' removed `TRAINING-RUNNING' Wed Apr 10 13:15:10 CEST 2013