Tue Apr 9 21:14:44 CEST 2013 Linux lxbsq0631.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=387698422 LSB_TRAPSIGS=trap # 15 10 12 2 1 LSB_JOBRES_CALLBACK=43266@lxbsq0631 LSB_JOB_EXECUSER=jonrob LSB_JOBID=387698422 LSB_JOBRES_PID=9967 LSB_JOBNAME=http://cern.ch/jonrob/LHCb/ANNPID/MC12/TrainAllTks-EvalAllTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/Pion/Upstream LSB_EEXEC_REAL_UID= LSB_DJOB_RU_INTERVAL=30 LSB_HOSTS=lxbsq0631 LSB_UNIXGROUP_INT=z5 LSB_DJOB_HB_INTERVAL=30 LSB_JOBFILENAME=/pool/spool/1365534702.387698422 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/1365534702.387698422 LSB_DJOB_HOSTFILE=/pool/spool/1365534702.387698422.hostfile LSB_JOB_STARTER=/usr/local/lsf/etc/job_starter '%USRCMD' LSB_DJOB_NUMPROC=1 LSB_EXIT_REQUEUE=EXCLUDE( 240 ) LSB_ACCT_FILE=/tmp/.1365534702.387698422.acct LSB_SUB_HOST=lxplus431 LSB_QUEUE=1nw LSB_MCPU_HOSTS=lxbsq0631 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/Pion/Upstream `/afs/cern.ch/user/j/jonrob/cmtuser/Brunel_v44r3/Rec/ChargedProtoANNPIDTeacher/training/configs/networks/TMVA-NoPreSels-NoGECs/GlobalPID_Pion_Upstream_ANN.txt' -> `./GlobalPID_Pion_Upstream_ANN.txt' 2013-04-09 21:15:46 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/Pion/Upstream/GlobalPID_Pion_Upstream_ANN.txt 2013-04-09 21:15:46 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/Pion/Upstream/train-config.txt 2013-04-09 21:15:46 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/Pion/Upstream/datafiles.txt 2013-04-09 21:15:46 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/Pion/Upstream/MVA.txt 2013-04-09 21:15:46 Particle type = Pion 2013-04-09 21:15:46 Background types = All 2013-04-09 21:15:46 Training Mix = NaturalMix 2013-04-09 21:15:46 Track type = Upstream 2013-04-09 21:15:46 Track PresSel = NoTrackPreSelection.txt 2013-04-09 21:15:46 Network type = TMVA 2013-04-09 21:15:46 Ghost treatment = Ghosts Ghosts 2013-04-09 21:15:46 MC Track sel. = AllTracksInEvent AllTracksInEvent 2013-04-09 21:15:46 Reweighting = ReweightRICH2 2013-04-09 21:15:46 Output file = GlobalPID_Pion_Upstream_TMVA.weights.xml 2013-04-09 21:15:46 Skipping input #RichUsedR2Gas 2013-04-09 21:15:46 Skipping input #RichAboveElThres 2013-04-09 21:15:46 Skipping input #RichAboveMuThres 2013-04-09 21:15:46 Skipping input #RichAbovePrThres 2013-04-09 21:15:46 Creating selection from 'NoTrackPreSelection.txt' 2013-04-09 21:15:46 -> # very very loose. Essentially no cuts 2013-04-09 21:15:46 -> TrackLikelihood > -100.0 2013-04-09 21:15:46 -> TrackP > 0 2013-04-09 21:15:46 -> TrackPt > 0 2013-04-09 21:15:46 Will use all tracks, regardless of parent type 2013-04-09 21:15:46 Using 501 data files 2013-04-09 21:15:46 Training sample size = 1000000 2013-04-09 21:15:46 Evaluation sample size = 10000000 2013-04-09 21:15:46 Reading MVA parameters 2013-04-09 21:15:46 -> NBTASK = CLA 2013-04-09 21:15:46 -> NBMOM = 0.0 2013-04-09 21:15:46 -> NBREG = ALL 2013-04-09 21:15:46 -> TMVAVALIDATIONFRAC = 0.3 2013-04-09 21:15:46 -> HiddenLayerScaleFactor = 1.4 2013-04-09 21:15:46 -> TMVAMETHOD = MLP 2013-04-09 21:15:46 -> TMVAMLPNCYCLES = 750 2013-04-09 21:15:46 -> TMVAVARTRANSFORM = Norm 2013-04-09 21:15:46 -> TMVAMLPNEURONTYPE = tanh 2013-04-09 21:15:46 -> TMVAMLPMETHOD = BP 2013-04-09 21:15:46 -> TMVAMLPESTIMATORTYPE = CE 2013-04-09 21:15:46 -> TMVABDTBOOSTTYPE = AdaBoost 2013-04-09 21:15:46 -> TMVABDTNTREES = 800 2013-04-09 21:15:46 -> TMVABDTPRUNEMETHOD = CostComplexity 2013-04-09 21:15:46 -> TMVABDTMAXTREEDEPTH = 3 2013-04-09 21:15:46 Node layer two scale = 1.4 2013-04-09 21:15:46 Input layer has 22 nodes, hidden layer has 29 nodes 2013-04-09 21:15:46 TMVA Output ROOT file Upstream-Pion-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 21:15:50 Input TrackP Type F 2013-04-09 21:15:50 Input TrackPt Type F 2013-04-09 21:15:50 Input TrackChi2PerDof Type F 2013-04-09 21:15:50 Input TrackNumDof Type I 2013-04-09 21:15:50 Input TrackLikelihood Type F 2013-04-09 21:15:50 Input TrackGhostProbability Type F 2013-04-09 21:15:50 Input TrackCloneDist Type F 2013-04-09 21:15:50 Input TrackFitVeloChi2 Type F 2013-04-09 21:15:50 Input TrackFitVeloNDoF Type I 2013-04-09 21:15:50 Input RichUsedAero Type I 2013-04-09 21:15:50 Input RichUsedR1Gas Type I 2013-04-09 21:15:50 Input RichAbovePiThres Type I 2013-04-09 21:15:50 Input RichAboveKaThres Type I 2013-04-09 21:15:50 Input RichDLLe Type F 2013-04-09 21:15:50 Input RichDLLmu Type F 2013-04-09 21:15:50 Input RichDLLk Type F 2013-04-09 21:15:50 Input RichDLLp Type F 2013-04-09 21:15:50 Input RichDLLbt Type F 2013-04-09 21:15:50 Input InAccBrem Type I 2013-04-09 21:15:50 Input BremPIDe Type F 2013-04-09 21:15:50 Input VeloCharge Type F 2013-04-09 21:15:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-0.root 2013-04-09 21:15:56 Selected 1273197 entries from 1273612 ( 99.9674 % ) --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 2013-04-09 21:17:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-1.root 2013-04-09 21:17:10 Selected 1323591 entries from 1323959 ( 99.9722 % ) 2013-04-09 21:19:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-2.root 2013-04-09 21:19:45 Selected 1311463 entries from 1311887 ( 99.9677 % ) 2013-04-09 21:20:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-3.root 2013-04-09 21:20:11 Selected 1268545 entries from 1268988 ( 99.9651 % ) 2013-04-09 21:22:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-4.root 2013-04-09 21:22:38 Selected 1312673 entries from 1313076 ( 99.9693 % ) 2013-04-09 21:22:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-5.root 2013-04-09 21:23:03 Selected 1317389 entries from 1317789 ( 99.9696 % ) 2013-04-09 21:25:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-6.root 2013-04-09 21:25:23 Selected 1262995 entries from 1263420 ( 99.9664 % ) 2013-04-09 21:27:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-7.root 2013-04-09 21:27:30 Selected 1270341 entries from 1270811 ( 99.963 % ) 2013-04-09 21:27:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-8.root 2013-04-09 21:27:57 Selected 1306297 entries from 1306712 ( 99.9682 % ) 2013-04-09 21:28:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-9.root 2013-04-09 21:28:26 Selected 1292314 entries from 1292751 ( 99.9662 % ) 2013-04-09 21:30:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-10.root 2013-04-09 21:30:34 Selected 1318195 entries from 1318612 ( 99.9684 % ) 2013-04-09 21:32:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-11.root 2013-04-09 21:32:41 Selected 1314067 entries from 1314477 ( 99.9688 % ) 2013-04-09 21:32:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-12.root 2013-04-09 21:32:58 Selected 1261639 entries from 1262034 ( 99.9687 % ) 2013-04-09 21:33:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-13.root 2013-04-09 21:33:20 Selected 1260135 entries from 1260562 ( 99.9661 % ) 2013-04-09 21:35:16 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-14.root 2013-04-09 21:35:22 Selected 1307005 entries from 1307406 ( 99.9693 % ) 2013-04-09 21:37:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-15.root 2013-04-09 21:37:13 Selected 1308147 entries from 1308525 ( 99.9711 % ) 2013-04-09 21:38:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-16.root 2013-04-09 21:38:52 Selected 1312841 entries from 1313230 ( 99.9704 % ) 2013-04-09 21:40:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-17.root 2013-04-09 21:40:13 Selected 1295594 entries from 1296022 ( 99.967 % ) 2013-04-09 21:40:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-18.root 2013-04-09 21:40:33 Selected 1268062 entries from 1268445 ( 99.9698 % ) 2013-04-09 21:41:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-19.root 2013-04-09 21:41:41 Selected 1268278 entries from 1268717 ( 99.9654 % ) 2013-04-09 21:42:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-20.root 2013-04-09 21:42:36 Selected 1282528 entries from 1282938 ( 99.968 % ) 2013-04-09 21:43:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-21.root 2013-04-09 21:43:17 Selected 1305809 entries from 1306192 ( 99.9707 % ) 2013-04-09 21:43:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-22.root 2013-04-09 21:43:39 Selected 1313545 entries from 1313925 ( 99.9711 % ) 2013-04-09 21:44:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-23.root 2013-04-09 21:44:52 Selected 1265047 entries from 1265427 ( 99.97 % ) 2013-04-09 21:46:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-24.root 2013-04-09 21:46:09 Selected 1315638 entries from 1316048 ( 99.9688 % ) 2013-04-09 21:47:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-25.root 2013-04-09 21:47:37 Selected 1268187 entries from 1268602 ( 99.9673 % ) 2013-04-09 21:48:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-26.root 2013-04-09 21:48:54 Selected 1259304 entries from 1259724 ( 99.9667 % ) 2013-04-09 21:49:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-27.root 2013-04-09 21:49:10 Selected 1288379 entries from 1288818 ( 99.9659 % ) 2013-04-09 21:49:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-28.root 2013-04-09 21:49:27 Selected 1285478 entries from 1285835 ( 99.9722 % ) 2013-04-09 21:49:45 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-29.root 2013-04-09 21:49:46 Selected 1259695 entries from 1260082 ( 99.9693 % ) 2013-04-09 21:50:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-30.root 2013-04-09 21:50:05 Selected 1277701 entries from 1278118 ( 99.9674 % ) 2013-04-09 21:50:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-31.root 2013-04-09 21:50:23 Selected 1256916 entries from 1257356 ( 99.965 % ) 2013-04-09 21:51:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-32.root 2013-04-09 21:51:27 Selected 1304607 entries from 1305022 ( 99.9682 % ) 2013-04-09 21:51:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-33.root 2013-04-09 21:51:46 Selected 1264595 entries from 1265012 ( 99.967 % ) 2013-04-09 21:52:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-34.root 2013-04-09 21:52:38 Selected 1271057 entries from 1271529 ( 99.9629 % ) 2013-04-09 21:53:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-35.root 2013-04-09 21:53:05 Selected 1256988 entries from 1257409 ( 99.9665 % ) 2013-04-09 21:53:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-36.root 2013-04-09 21:53:35 Selected 1289905 entries from 1290326 ( 99.9674 % ) 2013-04-09 21:54:22 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-37.root 2013-04-09 21:54:24 Selected 1305310 entries from 1305747 ( 99.9665 % ) 2013-04-09 21:54:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-38.root 2013-04-09 21:55:01 Selected 1254355 entries from 1254727 ( 99.9704 % ) 2013-04-09 21:55:32 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-39.root 2013-04-09 21:55:35 Selected 1259428 entries from 1259827 ( 99.9683 % ) 2013-04-09 21:56:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-40.root 2013-04-09 21:56:22 Selected 1321367 entries from 1321778 ( 99.9689 % ) 2013-04-09 21:57:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-41.root 2013-04-09 21:57:05 Selected 1308748 entries from 1309153 ( 99.9691 % ) 2013-04-09 21:57:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-42.root 2013-04-09 21:57:59 Selected 1308863 entries from 1309253 ( 99.9702 % ) 2013-04-09 21:59:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-43.root 2013-04-09 21:59:05 Selected 1260617 entries from 1260974 ( 99.9717 % ) 2013-04-09 21:59:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-44.root 2013-04-09 21:59:24 Selected 1273258 entries from 1273689 ( 99.9662 % ) 2013-04-09 21:59:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-45.root 2013-04-09 21:59:43 Selected 1270775 entries from 1271204 ( 99.9663 % ) 2013-04-09 22:00:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-46.root 2013-04-09 22:00:04 Selected 1306525 entries from 1306928 ( 99.9692 % ) 2013-04-09 22:00:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-47.root 2013-04-09 22:00:32 Selected 1252355 entries from 1252742 ( 99.9691 % ) 2013-04-09 22:01:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-48.root 2013-04-09 22:01:27 Selected 1293948 entries from 1294364 ( 99.9679 % ) 2013-04-09 22:02:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-49.root 2013-04-09 22:02:20 Selected 1304812 entries from 1305223 ( 99.9685 % ) 2013-04-09 22:02:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-50.root 2013-04-09 22:02:48 Selected 1288586 entries from 1288962 ( 99.9708 % ) 2013-04-09 22:03:05 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-51.root 2013-04-09 22:03:07 Selected 1312325 entries from 1312748 ( 99.9678 % ) 2013-04-09 22:03:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-52.root 2013-04-09 22:03:57 Selected 1257386 entries from 1257790 ( 99.9679 % ) 2013-04-09 22:04:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-53.root 2013-04-09 22:04:38 Selected 1322517 entries from 1322947 ( 99.9675 % ) 2013-04-09 22:05:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-54.root 2013-04-09 22:05:13 Selected 1290566 entries from 1291004 ( 99.9661 % ) 2013-04-09 22:05:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-55.root 2013-04-09 22:05:35 Selected 1271694 entries from 1272142 ( 99.9648 % ) 2013-04-09 22:05:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-56.root 2013-04-09 22:06:00 Selected 1269663 entries from 1270075 ( 99.9676 % ) 2013-04-09 22:06:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-57.root 2013-04-09 22:06:21 Selected 1264992 entries from 1265362 ( 99.9708 % ) 2013-04-09 22:06:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-58.root 2013-04-09 22:06:41 Selected 1252209 entries from 1252659 ( 99.9641 % ) 2013-04-09 22:07:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-59.root 2013-04-09 22:07:12 Selected 1263047 entries from 1263421 ( 99.9704 % ) 2013-04-09 22:07:59 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-60.root 2013-04-09 22:08:01 Selected 1313144 entries from 1313543 ( 99.9696 % ) 2013-04-09 22:08:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-61.root 2013-04-09 22:08:36 Selected 1260577 entries from 1260995 ( 99.9669 % ) 2013-04-09 22:09:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-62.root 2013-04-09 22:09:10 Selected 1313169 entries from 1313538 ( 99.9719 % ) 2013-04-09 22:09:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-63.root 2013-04-09 22:09:54 Selected 1262698 entries from 1263147 ( 99.9645 % ) 2013-04-09 22:10:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-64.root 2013-04-09 22:10:17 Selected 1312586 entries from 1312982 ( 99.9698 % ) 2013-04-09 22:11:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-65.root 2013-04-09 22:11:08 Selected 1262696 entries from 1263081 ( 99.9695 % ) 2013-04-09 22:11:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-66.root 2013-04-09 22:11:26 Selected 1255419 entries from 1255875 ( 99.9637 % ) 2013-04-09 22:12:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-67.root 2013-04-09 22:12:14 Selected 1278232 entries from 1278672 ( 99.9656 % ) 2013-04-09 22:13:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-68.root 2013-04-09 22:13:10 Selected 1260169 entries from 1260556 ( 99.9693 % ) 2013-04-09 22:13:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-69.root 2013-04-09 22:13:54 Selected 1287497 entries from 1287896 ( 99.969 % ) 2013-04-09 22:14:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-70.root 2013-04-09 22:14:19 Selected 1264192 entries from 1264605 ( 99.9673 % ) 2013-04-09 22:15:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-71.root 2013-04-09 22:15:01 Selected 1254437 entries from 1254841 ( 99.9678 % ) 2013-04-09 22:15:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-72.root 2013-04-09 22:15:34 Selected 1257027 entries from 1257446 ( 99.9667 % ) 2013-04-09 22:16:06 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-73.root 2013-04-09 22:16:08 Selected 1309683 entries from 1310077 ( 99.9699 % ) 2013-04-09 22:16:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-74.root 2013-04-09 22:16:39 Selected 1260726 entries from 1261160 ( 99.9656 % ) 2013-04-09 22:17:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-75.root 2013-04-09 22:17:06 Selected 1287022 entries from 1287383 ( 99.972 % ) 2013-04-09 22:17:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-76.root 2013-04-09 22:17:36 Selected 1265325 entries from 1265776 ( 99.9644 % ) 2013-04-09 22:18:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-77.root 2013-04-09 22:18:02 Selected 1313074 entries from 1313452 ( 99.9712 % ) 2013-04-09 22:18:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-78.root 2013-04-09 22:18:32 Selected 1283057 entries from 1283463 ( 99.9684 % ) 2013-04-09 22:18:54 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-79.root 2013-04-09 22:18:55 Selected 1259717 entries from 1260153 ( 99.9654 % ) 2013-04-09 22:19:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-80.root 2013-04-09 22:19:22 Selected 1311724 entries from 1312121 ( 99.9697 % ) 2013-04-09 22:19:51 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-81.root 2013-04-09 22:19:52 Selected 1300609 entries from 1300996 ( 99.9703 % ) 2013-04-09 22:20:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-82.root 2013-04-09 22:20:13 Selected 1319178 entries from 1319581 ( 99.9695 % ) 2013-04-09 22:20:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-83.root 2013-04-09 22:20:36 Selected 1286928 entries from 1287301 ( 99.971 % ) 2013-04-09 22:21:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-84.root 2013-04-09 22:21:10 Selected 1305398 entries from 1305760 ( 99.9723 % ) 2013-04-09 22:21:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-85.root 2013-04-09 22:21:29 Selected 1255279 entries from 1255709 ( 99.9658 % ) 2013-04-09 22:21:50 Considered 110386120 tracks for input to MVA training 2013-04-09 22:21:50 Sel. Eff. = 0.905911% 2013-04-09 22:21:50 Selected 1000000 tracks for input to MVA training 2013-04-09 22:21:50 Ghost percentage = 37.5497% 2013-04-09 22:21:50 Electron percentage = 4.0211% 2013-04-09 22:21:50 Muon percentage = 0.272% 2013-04-09 22:21:50 Pion percentage = 48.843% 2013-04-09 22:21:50 Kaon percentage = 6.5045% 2013-04-09 22:21:50 Proton percentage = 2.7613% 2013-04-09 22:21:50 Unknown Particle type 3112 2013-04-09 22:21:50 percentage = 0.0204% 2013-04-09 22:21:50 Unknown Particle type 3222 2013-04-09 22:21:50 percentage = 0.0198% 2013-04-09 22:21:50 Unknown Particle type 3312 2013-04-09 22:21:50 percentage = 0.0068% 2013-04-09 22:21:50 Unknown Particle type 1000010020 2013-04-09 22:21:50 percentage = 0.0007% 2013-04-09 22:21:50 Unknown Particle type 1000010030 2013-04-09 22:21:50 percentage = 0.0005% 2013-04-09 22:21:50 Unknown Particle type 1000020030 2013-04-09 22:21:50 percentage = 0.0001% 2013-04-09 22:21:50 Unknown Particle type 1000020040 2013-04-09 22:21:50 percentage = 0.0001% --- Factory : Add Tree TrainAssignTree_Background of type Background with 511570 events --- Factory : Add Tree TestAssignTree_Background of type Background with 511570 events --- Factory : Add Tree TrainAssignTree_Signal of type Signal with 488430 events --- Factory : Add Tree TestAssignTree_Signal of type Signal with 488430 events --- DataSetInfo : Class index : 0 name : Background --- DataSetInfo : Class index : 1 name : Signal 2013-04-09 22:21:50 TMVA MLP 'H:V:EpochMonitoring:HiddenLayers=29:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE' --- Factory : Booking method: Pion_Upstream_TMVA --- Configurable : Parsing option string: --- Configurable : ... "H:V:EpochMonitoring:HiddenLayers=29: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] --- Pion_Upstream_TMVA : Parsing option string: --- Pion_Upstream_TMVA : ... "H:V:EpochMonitoring:HiddenLayers=29:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE" --- Pion_Upstream_TMVA : The following options are set: --- Pion_Upstream_TMVA : - By User: --- Pion_Upstream_TMVA : NCycles: "750" [Number of training cycles] --- Pion_Upstream_TMVA : HiddenLayers: "29" [Specification of hidden layer architecture] --- Pion_Upstream_TMVA : NeuronType: "tanh" [Neuron activation function type] --- Pion_Upstream_TMVA : EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood] --- Pion_Upstream_TMVA : V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)] --- Pion_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)"] --- Pion_Upstream_TMVA : H: "True" [Print method-specific help message] --- Pion_Upstream_TMVA : TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)] --- Pion_Upstream_TMVA : EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)] --- Pion_Upstream_TMVA : - Default: --- Pion_Upstream_TMVA : RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')] --- Pion_Upstream_TMVA : NeuronInputType: "sum" [Neuron input function type] --- Pion_Upstream_TMVA : VerbosityLevel: "Default" [Verbosity level] --- Pion_Upstream_TMVA : CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)] --- Pion_Upstream_TMVA : IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)] --- Pion_Upstream_TMVA : LearningRate: "2.000000e-02" [ANN learning rate parameter] --- Pion_Upstream_TMVA : DecayRate: "1.000000e-02" [Decay rate for learning parameter] --- Pion_Upstream_TMVA : TestRate: "10" [Test for overtraining performed at each #th epochs] --- Pion_Upstream_TMVA : Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch] --- Pion_Upstream_TMVA : SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training] --- Pion_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.] --- Pion_Upstream_TMVA : SamplingTraining: "True" [The training sample is sampled] --- Pion_Upstream_TMVA : SamplingTesting: "False" [The testing sample is sampled] --- Pion_Upstream_TMVA : ResetStep: "50" [How often BFGS should reset history] --- Pion_Upstream_TMVA : Tau: "3.000000e+00" [LineSearch "size step"] --- Pion_Upstream_TMVA : BPMode: "sequential" [Back-propagation learning mode: sequential or batch] --- Pion_Upstream_TMVA : BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events] --- Pion_Upstream_TMVA : ConvergenceImprove: "1.000000e-30" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)] --- Pion_Upstream_TMVA : ConvergenceTests: "-1" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)] --- Pion_Upstream_TMVA : UseRegulator: "False" [Use regulator to avoid over-training] --- Pion_Upstream_TMVA : UpdateLimit: "10000" [Maximum times of regulator update] --- Pion_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] --- Pion_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] --- Pion_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 'RichDLLe' (index=13). <---> Output : variable 'RichDLLe' (index=13). --- Norm : Input : variable 'RichDLLmu' (index=14). <---> Output : variable 'RichDLLmu' (index=14). --- Norm : Input : variable 'RichDLLk' (index=15). <---> Output : variable 'RichDLLk' (index=15). --- Norm : Input : variable 'RichDLLp' (index=16). <---> Output : variable 'RichDLLp' (index=16). --- Norm : Input : variable 'RichDLLbt' (index=17). <---> Output : variable 'RichDLLbt' (index=17). --- Norm : Input : variable 'InAccBrem' (index=18). <---> Output : variable 'InAccBrem' (index=18). --- Norm : Input : variable 'BremPIDe' (index=19). <---> Output : variable 'BremPIDe' (index=19). --- Norm : Input : variable 'VeloCharge' (index=20). <---> Output : variable 'VeloCharge' (index=20). --- Pion_Upstream_TMVA : Building Network --- Pion_Upstream_TMVA : Initializing weights 2013-04-09 22:21:50 Starting Training. --- DataSetFactory : Parsing option string: --- DataSetFactory : ... "nTrain_Signal=0:nTrain_Background=0:SplitMode=Random:NormMode=NumEvents:V" --- DataSetFactory : The following options are set: --- DataSetFactory : - By User: --- DataSetFactory : SplitMode: "Random" [Method of picking training and testing events (default: random)] --- DataSetFactory : NormMode: "NumEvents" [Overall renormalisation of event-by-event weights (NumEvents: average weight of 1 per event, independently for signal and background; EqualNumEvents: average weight of 1 per event for signal, and sum of weights for background equal to sum of weights for signal)] --- DataSetFactory : nTrain_Background: "0" [Number of training events of class Background (default: 0 = all)] --- DataSetFactory : nTrain_Signal: "0" [Number of training events of class Signal (default: 0 = all)] --- DataSetFactory : V: "True" [Verbosity (default: true)] --- DataSetFactory : - Default: --- DataSetFactory : MixMode: "SameAsSplitMode" [Method of mixing events of differnt classes into one dataset (default: SameAsSplitMode)] --- DataSetFactory : SplitSeed: "100" [Seed for random event shuffling] --- DataSetFactory : nTest_Background: "0" [Number of test events of class Background (default: 0 = all)] --- DataSetFactory : nTest_Signal: "0" [Number of test events of class Signal (default: 0 = all)] --- DataSetFactory : VerboseLevel: "Info" [VerboseLevel (Debug/Verbose/Info)] --- DataSetFactory : Splitmode is: "RANDOM" the mixmode is: "SAMEASSPLITMODE" --- DataSetFactory : Create training and testing trees -- looping over class "Background" ... --- DataSetFactory : Weight expression for class 'Background': "weight" --- DataSetFactory : Create training and testing trees -- looping over class "Signal" ... --- DataSetFactory : Weight expression for class 'Signal': "weight" --- DataSetFactory : Number of events in input trees (after possible flattening of arrays): --- DataSetFactory : Background -- number of events : 1023140 / sum of weights: 1.02314e+06 --- DataSetFactory : Signal -- number of events : 976860 / sum of weights: 976860 --- DataSetFactory : Background tree -- total number of entries: 1023140 --- DataSetFactory : Signal tree -- total number of entries: 976860 --- DataSetFactory : Preselection: (will effect number of requested training and testing events) --- DataSetFactory : No preselection cuts applied on event classes --- DataSetFactory : Weight renormalisation mode: "NumEvents": renormalise independently the ... --- DataSetFactory : ... class weights so that Sum[i=1..N_j]{w_i} = N_j, j=0,1,2... --- DataSetFactory : ... (note that N_j is the sum of training and test events) --- DataSetFactory : --> Rescale Background event weights by factor: 1 --- DataSetFactory : --> Rescale Signal event weights by factor: 1 --- DataSetFactory : Number of training and testing events after rescaling: --- DataSetFactory : ------------------------------------------------------ --- DataSetFactory : Background -- training events : 511570 (sum of weights: 511570) - requested were 0 events --- DataSetFactory : Background -- testing events : 511570 (sum of weights: 511570) - requested were 0 events --- DataSetFactory : Background -- training and testing events: 1023140 (sum of weights: 1.02314e+06) --- DataSetFactory : Signal -- training events : 488430 (sum of weights: 488430) - requested were 0 events --- DataSetFactory : Signal -- testing events : 488430 (sum of weights: 488430) - requested were 0 events --- DataSetFactory : Signal -- training and testing events: 976860 (sum of weights: 976860) --- DataSetFactory : Create internal training tree --- DataSetFactory : Create internal testing tree --- DataSetInfo : Correlation matrix (Background): --- DataSetInfo : --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackLikelihood TrackGhostProbability TrackCloneDist TrackFitVeloChi2 TrackFitVeloNDoF RichUsedAero RichUsedR1Gas RichAbovePiThres RichAboveKaThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLbt InAccBrem BremPIDe VeloCharge --- DataSetInfo : TrackP: +1.000 +0.760 +0.062 +0.012 -0.003 +0.021 -0.009 +0.018 +0.008 -0.038 +0.035 +0.049 +0.092 +0.035 +0.035 +0.034 +0.034 +0.035 -0.042 -0.042 -0.010 --- DataSetInfo : TrackPt: +0.760 +1.000 +0.044 -0.002 +0.005 +0.030 -0.008 +0.011 -0.002 +0.008 +0.046 +0.061 +0.095 +0.046 +0.046 +0.046 +0.046 +0.047 +0.006 +0.006 -0.005 --- DataSetInfo : TrackChi2PerDof: +0.062 +0.044 +1.000 -0.066 -0.247 +0.526 +0.007 +0.491 -0.070 +0.119 +0.175 +0.210 +0.199 +0.175 +0.175 +0.175 +0.175 +0.175 +0.005 +0.005 +0.023 --- DataSetInfo : TrackNumDof: +0.012 -0.002 -0.066 +1.000 +0.212 -0.334 -0.057 +0.534 +0.982 +0.072 +0.131 +0.122 +0.111 +0.132 +0.131 +0.131 +0.131 +0.132 +0.135 +0.135 -0.123 --- DataSetInfo : TrackLikelihood: -0.003 +0.005 -0.247 +0.212 +1.000 -0.308 -0.018 -0.046 +0.191 +0.085 -0.003 +0.056 +0.058 -0.003 -0.003 -0.002 -0.002 -0.002 +0.009 +0.009 +0.050 --- DataSetInfo : TrackGhostProbability: +0.021 +0.030 +0.526 -0.334 -0.308 +1.000 +0.002 +0.042 -0.266 +0.032 -0.039 +0.029 +0.029 -0.041 -0.039 -0.039 -0.039 -0.038 +0.024 +0.024 +0.040 --- DataSetInfo : TrackCloneDist: -0.009 -0.008 +0.007 -0.057 -0.018 +0.002 +1.000 -0.023 -0.057 -0.053 -0.033 -0.060 -0.060 -0.032 -0.033 -0.033 -0.033 -0.033 -0.001 -0.001 +0.020 --- DataSetInfo : TrackFitVeloChi2: +0.018 +0.011 +0.491 +0.534 -0.046 +0.042 -0.023 +1.000 +0.535 +0.181 +0.205 +0.238 +0.184 +0.205 +0.204 +0.205 +0.206 +0.206 +0.130 +0.130 -0.037 --- DataSetInfo : TrackFitVeloNDoF: +0.008 -0.002 -0.070 +0.982 +0.191 -0.266 -0.057 +0.535 +1.000 +0.058 +0.100 +0.097 +0.086 +0.101 +0.100 +0.101 +0.101 +0.101 +0.147 +0.146 -0.133 --- DataSetInfo : RichUsedAero: -0.038 +0.008 +0.119 +0.072 +0.085 +0.032 -0.053 +0.181 +0.058 +1.000 +0.662 +0.835 +0.507 +0.656 +0.661 +0.665 +0.666 +0.666 +0.263 +0.263 -0.002 --- DataSetInfo : RichUsedR1Gas: +0.035 +0.046 +0.175 +0.131 -0.003 -0.039 -0.033 +0.205 +0.100 +0.662 +1.000 +0.792 +0.435 +1.000 +1.000 +1.000 +1.000 +1.000 +0.217 +0.216 -0.033 --- DataSetInfo : RichAbovePiThres: +0.049 +0.061 +0.210 +0.122 +0.056 +0.029 -0.060 +0.238 +0.097 +0.835 +0.792 +1.000 +0.549 +0.789 +0.791 +0.794 +0.795 +0.795 +0.232 +0.231 -0.021 --- DataSetInfo : RichAboveKaThres: +0.092 +0.095 +0.199 +0.111 +0.058 +0.029 -0.060 +0.184 +0.086 +0.507 +0.435 +0.549 +1.000 +0.433 +0.434 +0.436 +0.439 +0.440 +0.137 +0.136 -0.066 --- DataSetInfo : RichDLLe: +0.035 +0.046 +0.175 +0.132 -0.003 -0.041 -0.032 +0.205 +0.101 +0.656 +1.000 +0.789 +0.433 +1.000 +1.000 +1.000 +1.000 +1.000 +0.216 +0.215 -0.031 --- DataSetInfo : RichDLLmu: +0.035 +0.046 +0.175 +0.131 -0.003 -0.039 -0.033 +0.204 +0.100 +0.661 +1.000 +0.791 +0.434 +1.000 +1.000 +1.000 +1.000 +1.000 +0.217 +0.216 -0.032 --- DataSetInfo : RichDLLk: +0.034 +0.046 +0.175 +0.131 -0.002 -0.039 -0.033 +0.205 +0.101 +0.665 +1.000 +0.794 +0.436 +1.000 +1.000 +1.000 +1.000 +1.000 +0.218 +0.217 -0.033 --- DataSetInfo : RichDLLp: +0.034 +0.046 +0.175 +0.131 -0.002 -0.039 -0.033 +0.206 +0.101 +0.666 +1.000 +0.795 +0.439 +1.000 +1.000 +1.000 +1.000 +1.000 +0.218 +0.218 -0.033 --- DataSetInfo : RichDLLbt: +0.035 +0.047 +0.175 +0.132 -0.002 -0.038 -0.033 +0.206 +0.101 +0.666 +1.000 +0.795 +0.440 +1.000 +1.000 +1.000 +1.000 +1.000 +0.219 +0.218 -0.033 --- DataSetInfo : InAccBrem: -0.042 +0.006 +0.005 +0.135 +0.009 +0.024 -0.001 +0.130 +0.147 +0.263 +0.217 +0.232 +0.137 +0.216 +0.217 +0.218 +0.218 +0.219 +1.000 +1.000 -0.003 --- DataSetInfo : BremPIDe: -0.042 +0.006 +0.005 +0.135 +0.009 +0.024 -0.001 +0.130 +0.146 +0.263 +0.216 +0.231 +0.136 +0.215 +0.216 +0.217 +0.218 +0.218 +1.000 +1.000 -0.003 --- DataSetInfo : VeloCharge: -0.010 -0.005 +0.023 -0.123 +0.050 +0.040 +0.020 -0.037 -0.133 -0.002 -0.033 -0.021 -0.066 -0.031 -0.032 -0.033 -0.033 -0.033 -0.003 -0.003 +1.000 --- DataSetInfo : --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : Correlation matrix (Signal): --- DataSetInfo : --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --- DataSetInfo : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackLikelihood TrackGhostProbability TrackCloneDist TrackFitVeloChi2 TrackFitVeloNDoF RichUsedAero RichUsedR1Gas RichAbovePiThres RichAboveKaThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLbt InAccBrem BremPIDe VeloCharge --- DataSetInfo : TrackP: +1.000 +0.730 +0.040 +0.012 +0.007 +0.016 -0.005 +0.014 +0.014 -0.099 -0.027 -0.020 +0.054 -0.025 -0.027 -0.028 -0.028 -0.027 -0.110 -0.110 +0.017 --- DataSetInfo : TrackPt: +0.730 +1.000 +0.031 -0.025 -0.003 +0.039 -0.005 -0.010 -0.023 -0.008 +0.027 +0.032 +0.068 +0.027 +0.027 +0.026 +0.026 +0.027 -0.015 -0.015 +0.018 --- DataSetInfo : TrackChi2PerDof: +0.040 +0.031 +1.000 +0.038 -0.433 +0.488 +0.003 +0.566 +0.052 +0.024 +0.042 +0.060 +0.118 +0.043 +0.041 +0.042 +0.043 +0.043 -0.010 -0.010 -0.017 --- DataSetInfo : TrackNumDof: +0.012 -0.025 +0.038 +1.000 -0.027 -0.400 -0.017 +0.647 +0.986 -0.007 +0.147 +0.118 +0.087 +0.153 +0.148 +0.146 +0.147 +0.147 +0.199 +0.199 -0.102 --- DataSetInfo : TrackLikelihood: +0.007 -0.003 -0.433 -0.027 +1.000 -0.328 -0.060 -0.268 -0.058 +0.035 +0.016 +0.050 +0.039 +0.014 +0.015 +0.015 +0.015 +0.015 -0.106 -0.107 +0.201 --- DataSetInfo : TrackGhostProbability: +0.016 +0.039 +0.488 -0.400 -0.328 +1.000 +0.004 -0.019 -0.318 -0.006 -0.074 -0.047 +0.008 -0.074 -0.074 -0.073 -0.073 -0.073 -0.109 -0.109 +0.061 --- DataSetInfo : TrackCloneDist: -0.005 -0.005 +0.003 -0.017 -0.060 +0.004 +1.000 -0.008 -0.017 -0.032 -0.016 -0.038 -0.033 -0.016 -0.016 -0.016 -0.016 -0.016 +0.001 +0.001 +0.003 --- DataSetInfo : TrackFitVeloChi2: +0.014 -0.010 +0.566 +0.647 -0.268 -0.019 -0.008 +1.000 +0.656 +0.032 +0.118 +0.119 +0.110 +0.122 +0.118 +0.118 +0.118 +0.119 +0.132 +0.132 -0.085 --- DataSetInfo : TrackFitVeloNDoF: +0.014 -0.023 +0.052 +0.986 -0.058 -0.318 -0.017 +0.656 +1.000 -0.015 +0.134 +0.107 +0.082 +0.139 +0.134 +0.133 +0.133 +0.133 +0.194 +0.194 -0.103 --- DataSetInfo : RichUsedAero: -0.099 -0.008 +0.024 -0.007 +0.035 -0.006 -0.032 +0.032 -0.015 +1.000 +0.766 +0.840 +0.328 +0.761 +0.766 +0.769 +0.770 +0.770 +0.248 +0.248 +0.025 --- DataSetInfo : RichUsedR1Gas: -0.027 +0.027 +0.042 +0.147 +0.016 -0.074 -0.016 +0.118 +0.134 +0.766 +1.000 +0.912 +0.366 +1.000 +1.000 +1.000 +1.000 +1.000 +0.250 +0.250 +0.019 --- DataSetInfo : RichAbovePiThres: -0.020 +0.032 +0.060 +0.118 +0.050 -0.047 -0.038 +0.119 +0.107 +0.840 +0.912 +1.000 +0.401 +0.910 +0.911 +0.913 +0.913 +0.913 +0.231 +0.230 +0.034 --- DataSetInfo : RichAboveKaThres: +0.054 +0.068 +0.118 +0.087 +0.039 +0.008 -0.033 +0.110 +0.082 +0.328 +0.366 +0.401 +1.000 +0.365 +0.362 +0.361 +0.365 +0.367 +0.084 +0.083 +0.077 --- DataSetInfo : RichDLLe: -0.025 +0.027 +0.043 +0.153 +0.014 -0.074 -0.016 +0.122 +0.139 +0.761 +1.000 +0.910 +0.365 +1.000 +1.000 +1.000 +1.000 +1.000 +0.251 +0.250 +0.018 --- DataSetInfo : RichDLLmu: -0.027 +0.027 +0.041 +0.148 +0.015 -0.074 -0.016 +0.118 +0.134 +0.766 +1.000 +0.911 +0.362 +1.000 +1.000 +1.000 +1.000 +1.000 +0.250 +0.250 +0.018 --- DataSetInfo : RichDLLk: -0.028 +0.026 +0.042 +0.146 +0.015 -0.073 -0.016 +0.118 +0.133 +0.769 +1.000 +0.913 +0.361 +1.000 +1.000 +1.000 +1.000 +1.000 +0.250 +0.250 +0.018 --- DataSetInfo : RichDLLp: -0.028 +0.026 +0.043 +0.147 +0.015 -0.073 -0.016 +0.118 +0.133 +0.770 +1.000 +0.913 +0.365 +1.000 +1.000 +1.000 +1.000 +1.000 +0.251 +0.251 +0.019 --- DataSetInfo : RichDLLbt: -0.027 +0.027 +0.043 +0.147 +0.015 -0.073 -0.016 +0.119 +0.133 +0.770 +1.000 +0.913 +0.367 +1.000 +1.000 +1.000 +1.000 +1.000 +0.251 +0.251 +0.019 --- DataSetInfo : InAccBrem: -0.110 -0.015 -0.010 +0.199 -0.106 -0.109 +0.001 +0.132 +0.194 +0.248 +0.250 +0.231 +0.084 +0.251 +0.250 +0.250 +0.251 +0.251 +1.000 +1.000 -0.058 --- DataSetInfo : BremPIDe: -0.110 -0.015 -0.010 +0.199 -0.107 -0.109 +0.001 +0.132 +0.194 +0.248 +0.250 +0.230 +0.083 +0.250 +0.250 +0.250 +0.251 +0.251 +1.000 +1.000 -0.058 --- DataSetInfo : VeloCharge: +0.017 +0.018 -0.017 -0.102 +0.201 +0.061 +0.003 -0.085 -0.103 +0.025 +0.019 +0.034 +0.077 +0.018 +0.018 +0.018 +0.019 +0.019 -0.058 -0.058 +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 'RichDLLe' (index=13). <---> Output : variable 'RichDLLe' (index=13). --- Id : Input : variable 'RichDLLmu' (index=14). <---> Output : variable 'RichDLLmu' (index=14). --- Id : Input : variable 'RichDLLk' (index=15). <---> Output : variable 'RichDLLk' (index=15). --- Id : Input : variable 'RichDLLp' (index=16). <---> Output : variable 'RichDLLp' (index=16). --- Id : Input : variable 'RichDLLbt' (index=17). <---> Output : variable 'RichDLLbt' (index=17). --- Id : Input : variable 'InAccBrem' (index=18). <---> Output : variable 'InAccBrem' (index=18). --- Id : Input : variable 'BremPIDe' (index=19). <---> Output : variable 'BremPIDe' (index=19). --- Id : Input : variable 'VeloCharge' (index=20). <---> Output : variable 'VeloCharge' (index=20). --- 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 'RichDLLe' (index=13). <---> Output : variable 'RichDLLe' (index=13). --- Deco : Input : variable 'RichDLLmu' (index=14). <---> Output : variable 'RichDLLmu' (index=14). --- Deco : Input : variable 'RichDLLk' (index=15). <---> Output : variable 'RichDLLk' (index=15). --- Deco : Input : variable 'RichDLLp' (index=16). <---> Output : variable 'RichDLLp' (index=16). --- Deco : Input : variable 'RichDLLbt' (index=17). <---> Output : variable 'RichDLLbt' (index=17). --- Deco : Input : variable 'InAccBrem' (index=18). <---> Output : variable 'InAccBrem' (index=18). --- Deco : Input : variable 'BremPIDe' (index=19). <---> Output : variable 'BremPIDe' (index=19). --- Deco : Input : variable 'VeloCharge' (index=20). <---> Output : variable 'VeloCharge' (index=20). --- 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 'RichDLLe' (index=13). <---> Output : variable 'RichDLLe' (index=13). --- PCA : Input : variable 'RichDLLmu' (index=14). <---> Output : variable 'RichDLLmu' (index=14). --- PCA : Input : variable 'RichDLLk' (index=15). <---> Output : variable 'RichDLLk' (index=15). --- PCA : Input : variable 'RichDLLp' (index=16). <---> Output : variable 'RichDLLp' (index=16). --- PCA : Input : variable 'RichDLLbt' (index=17). <---> Output : variable 'RichDLLbt' (index=17). --- PCA : Input : variable 'InAccBrem' (index=18). <---> Output : variable 'InAccBrem' (index=18). --- PCA : Input : variable 'BremPIDe' (index=19). <---> Output : variable 'BremPIDe' (index=19). --- PCA : Input : variable 'VeloCharge' (index=20). <---> Output : variable 'VeloCharge' (index=20). --- 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 'RichDLLe' (index=13). <---> Output : variable 'RichDLLe' (index=13). --- Gauss : Input : variable 'RichDLLmu' (index=14). <---> Output : variable 'RichDLLmu' (index=14). --- Gauss : Input : variable 'RichDLLk' (index=15). <---> Output : variable 'RichDLLk' (index=15). --- Gauss : Input : variable 'RichDLLp' (index=16). <---> Output : variable 'RichDLLp' (index=16). --- Gauss : Input : variable 'RichDLLbt' (index=17). <---> Output : variable 'RichDLLbt' (index=17). --- Gauss : Input : variable 'InAccBrem' (index=18). <---> Output : variable 'InAccBrem' (index=18). --- Gauss : Input : variable 'BremPIDe' (index=19). <---> Output : variable 'BremPIDe' (index=19). --- Gauss : Input : variable 'VeloCharge' (index=20). <---> Output : variable 'VeloCharge' (index=20). --- 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 'RichDLLe' (index=13). <---> Output : variable 'RichDLLe' (index=13). --- Deco : Input : variable 'RichDLLmu' (index=14). <---> Output : variable 'RichDLLmu' (index=14). --- Deco : Input : variable 'RichDLLk' (index=15). <---> Output : variable 'RichDLLk' (index=15). --- Deco : Input : variable 'RichDLLp' (index=16). <---> Output : variable 'RichDLLp' (index=16). --- Deco : Input : variable 'RichDLLbt' (index=17). <---> Output : variable 'RichDLLbt' (index=17). --- Deco : Input : variable 'InAccBrem' (index=18). <---> Output : variable 'InAccBrem' (index=18). --- Deco : Input : variable 'BremPIDe' (index=19). <---> Output : variable 'BremPIDe' (index=19). --- Deco : Input : variable 'VeloCharge' (index=20). <---> Output : variable 'VeloCharge' (index=20). --- 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 : 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 21 input variables and 0 target values would require 210 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 --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Variable Mean RMS [ Min Max ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : TrackP: 0.12881 1.0000 [ -0.00098545 178.55 ] --- TFHandler_Factory : TrackPt: 0.033895 1.0000 [ -108.93 247.70 ] --- TFHandler_Factory : TrackChi2PerDof: 1.8515 1.0000 [ -6.7144 7.5885 ] --- TFHandler_Factory : TrackNumDof: 7.0806 1.0000 [ 0.56717 14.652 ] --- TFHandler_Factory : TrackLikelihood: -1.2732 1.0000 [ -16.082 0.46447 ] --- TFHandler_Factory : TrackGhostProbability: 4.8192 1.0000 [ -1.5073 11.709 ] --- TFHandler_Factory : TrackCloneDist: -1.8886 1.0000 [ -2.0833 10.587 ] --- TFHandler_Factory : TrackFitVeloChi2: 0.31788 1.0000 [ -4.4515 11.045 ] --- TFHandler_Factory : TrackFitVeloNDoF: -3.0748 1.0000 [ -9.2199 2.6968 ] --- TFHandler_Factory : RichUsedAero: 2.0424 1.0000 [ -4.1217 19.657 ] --- TFHandler_Factory : RichUsedR1Gas: 294.51 1.0000 [ 277.82 314.95 ] --- TFHandler_Factory : RichAbovePiThres: 2.2558 1.0000 [ -9.7908 6.8831 ] --- TFHandler_Factory : RichAboveKaThres: -0.31976 1.0000 [ -13.660 19.172 ] --- TFHandler_Factory : RichDLLe: -1.4774 1.0000 [ -11.474 9.3032 ] --- TFHandler_Factory : RichDLLmu: -0.86024 1.0000 [ -8.4724 14.116 ] --- TFHandler_Factory : RichDLLk: 0.070911 1.0000 [ -14.984 29.594 ] --- TFHandler_Factory : RichDLLp: 0.33073 1.0000 [ -18.605 20.857 ] --- TFHandler_Factory : RichDLLbt: 0.25667 1.0000 [ -35.332 13.908 ] --- TFHandler_Factory : InAccBrem: 1625.4 1.0000 [ 1617.0 1627.8 ] --- TFHandler_Factory : BremPIDe: -1.8614 1.0000 [ -10.073 16.238 ] --- TFHandler_Factory : VeloCharge: 7.0858 1.0000 [ 3.6475 38.312 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Deco --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 21 input variables and 0 target values would require 210 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: 6.6369e-07 29447. [ -4.9623e+06 3697.8 ] --- TFHandler_Factory : TrackPt: 9.5966e-08 2466.1 [ -5.8203e+05 3.0115e+05 ] --- TFHandler_Factory : TrackChi2PerDof: -3.2091e-08 977.54 [ -13812. 5497.2 ] --- TFHandler_Factory : TrackNumDof: 5.9263e-09 497.43 [ -125.78 6194.8 ] --- TFHandler_Factory : TrackLikelihood: -4.0343e-09 290.04 [ -5474.9 2581.4 ] --- TFHandler_Factory : TrackGhostProbability: -1.4628e-10 9.8178 [ -125.77 98.917 ] --- TFHandler_Factory : TrackCloneDist: -1.9978e-10 6.5183 [ -15.107 91.135 ] --- TFHandler_Factory : TrackFitVeloChi2: -6.4407e-11 5.4605 [ -37.929 43.667 ] --- TFHandler_Factory : TrackFitVeloNDoF: 1.3452e-12 4.8135 [ -40.217 71.168 ] --- TFHandler_Factory : RichUsedAero: -6.7700e-11 2.6852 [ -17.277 17.482 ] --- TFHandler_Factory : RichUsedR1Gas: -2.9279e-11 2.2874 [ -65.172 31.847 ] --- TFHandler_Factory : RichAbovePiThres: 7.2750e-12 1.3301 [ -40.591 22.086 ] --- TFHandler_Factory : RichAboveKaThres: -5.1864e-12 0.44336 [ -2.7244 4.1514 ] --- TFHandler_Factory : RichDLLe: 6.5254e-12 0.38784 [ -3.0569 3.7108 ] --- TFHandler_Factory : RichDLLmu: -5.1417e-12 0.33371 [ -5.1329 2.6871 ] --- TFHandler_Factory : RichDLLk: -4.1347e-12 0.29277 [ -4.7980 4.4520 ] --- TFHandler_Factory : RichDLLp: -5.2419e-12 0.15586 [ -0.90968 2.7476 ] --- TFHandler_Factory : RichDLLbt: -1.0418e-12 0.14471 [ -0.52470 4.4319 ] --- TFHandler_Factory : InAccBrem: -5.4330e-12 0.12228 [ -1.0296 0.77321 ] --- TFHandler_Factory : BremPIDe: 6.0665e-14 0.0033691 [ -0.056268 0.068869 ] --- TFHandler_Factory : VeloCharge: -2.9939e-15 0.00061419 [ -0.0014516 0.0051881 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for PCA --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 21 input variables and 0 target values would require 210 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: 0.65274 1.0000 [ -10.265 10.711 ] --- TFHandler_Factory : TrackPt: -0.96678 1.0000 [ -8.9553 5.0637 ] --- TFHandler_Factory : TrackChi2PerDof: 0.070654 1.0000 [ -5.5236 8.6223 ] --- TFHandler_Factory : TrackNumDof: -0.22661 1.0000 [ -5.0320 7.2616 ] --- TFHandler_Factory : TrackLikelihood: -0.17211 1.0000 [ -7.5688 7.1103 ] --- TFHandler_Factory : TrackGhostProbability: 0.32623 1.0000 [ -4.6136 9.1975 ] --- TFHandler_Factory : TrackCloneDist: -4.5690 1.0000 [ -5.2534 5.4029 ] --- TFHandler_Factory : TrackFitVeloChi2: -0.18695 1.0000 [ -6.0882 6.5693 ] --- TFHandler_Factory : TrackFitVeloNDoF: -0.024856 1.0000 [ -7.0273 3.0937 ] --- TFHandler_Factory : RichUsedAero: 0.27710 1.0000 [ -3.4747 1.7820 ] --- TFHandler_Factory : RichUsedR1Gas: 6.2287 1.0000 [ 0.027482 9.4950 ] --- TFHandler_Factory : RichAbovePiThres: 0.85007 1.0000 [ -2.2993 3.8481 ] --- TFHandler_Factory : RichAboveKaThres: -0.44705 1.0000 [ -1.8442 1.7877 ] --- TFHandler_Factory : RichDLLe: -2.6618 1.0000 [ -5.7438 7.2016 ] --- TFHandler_Factory : RichDLLmu: -2.6311 1.0000 [ -5.3212 6.8181 ] --- TFHandler_Factory : RichDLLk: -1.9759 1.0000 [ -8.1129 12.713 ] --- TFHandler_Factory : RichDLLp: -1.6800 1.0000 [ -11.796 16.958 ] --- TFHandler_Factory : RichDLLbt: -2.2409 1.0000 [ -17.941 13.851 ] --- TFHandler_Factory : InAccBrem: 3.6194 1.0000 [ -0.042057 5.6559 ] --- TFHandler_Factory : BremPIDe: -3.3061 1.0000 [ -6.0533 4.5653 ] --- TFHandler_Factory : VeloCharge: 0.25309 1.0000 [ -4.6438 6.2112 ] --- TFHandler_Factory : ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Factory : Plot event variables for Gauss_Deco --- TFHandler_Factory : --- TFHandler_Factory : Will not produce scatter plots ==> --- TFHandler_Factory : | The number of 21 input variables and 0 target values would require 210 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 : RichDLLe : 1.224e-01 --- IdTransformation : 2 : RichUsedAero : 9.727e-02 --- IdTransformation : 3 : RichAbovePiThres : 8.577e-02 --- IdTransformation : 4 : TrackLikelihood : 7.990e-02 --- IdTransformation : 5 : TrackGhostProbability : 6.201e-02 --- IdTransformation : 6 : RichDLLk : 5.469e-02 --- IdTransformation : 7 : RichDLLmu : 5.345e-02 --- IdTransformation : 8 : RichDLLbt : 5.218e-02 --- IdTransformation : 9 : RichDLLp : 5.094e-02 --- IdTransformation : 10 : RichUsedR1Gas : 4.686e-02 --- IdTransformation : 11 : VeloCharge : 3.339e-02 --- IdTransformation : 12 : TrackNumDof : 3.284e-02 --- IdTransformation : 13 : TrackChi2PerDof : 2.709e-02 --- IdTransformation : 14 : RichAboveKaThres : 2.564e-02 --- IdTransformation : 15 : TrackFitVeloChi2 : 1.133e-02 --- IdTransformation : 16 : TrackFitVeloNDoF : 1.061e-02 --- IdTransformation : 17 : TrackCloneDist : 8.974e-03 --- IdTransformation : 18 : BremPIDe : 4.839e-03 --- IdTransformation : 19 : InAccBrem : 4.772e-03 --- IdTransformation : 20 : TrackPt : 2.426e-03 --- IdTransformation : 21 : TrackP : 7.783e-04 --- IdTransformation : ---------------------------------------------- --- Factory : --- Factory : Train all methods for Classification ... --- Factory : Train method: Pion_Upstream_TMVA for Classification --- Pion_Upstream_TMVA : --- Pion_Upstream_TMVA : ================================================================ --- Pion_Upstream_TMVA : H e l p f o r M V A m e t h o d [ Pion_Upstream_TMVA ] : --- Pion_Upstream_TMVA : --- Pion_Upstream_TMVA : --- Short description: --- Pion_Upstream_TMVA : --- Pion_Upstream_TMVA : The MLP artificial neural network (ANN) is a traditional feed- --- Pion_Upstream_TMVA : forward multilayer perceptron impementation. The MLP has a user- --- Pion_Upstream_TMVA : defined hidden layer architecture, while the number of input (output) --- Pion_Upstream_TMVA : nodes is determined by the input variables (output classes, i.e., --- Pion_Upstream_TMVA : signal and one background). --- Pion_Upstream_TMVA : --- Pion_Upstream_TMVA : --- Performance optimisation: --- Pion_Upstream_TMVA : --- Pion_Upstream_TMVA : Neural networks are stable and performing for a large variety of --- Pion_Upstream_TMVA : linear and non-linear classification problems. However, in contrast --- Pion_Upstream_TMVA : to (e.g.) boosted decision trees, the user is advised to reduce the --- Pion_Upstream_TMVA : number of input variables that have only little discrimination power. --- Pion_Upstream_TMVA : --- Pion_Upstream_TMVA : In the tests we have carried out so far, the MLP and ROOT networks --- Pion_Upstream_TMVA : (TMlpANN, interfaced via TMVA) performed equally well, with however --- Pion_Upstream_TMVA : a clear speed advantage for the MLP. The Clermont-Ferrand neural --- Pion_Upstream_TMVA : net (CFMlpANN) exhibited worse classification performance in these --- Pion_Upstream_TMVA : tests, which is partly due to the slow convergence of its training --- Pion_Upstream_TMVA : (at least 10k training cycles are required to achieve approximately --- Pion_Upstream_TMVA : competitive results). --- Pion_Upstream_TMVA : --- Pion_Upstream_TMVA : Overtraining: only the TMlpANN performs an explicit separation of the --- Pion_Upstream_TMVA : full training sample into independent training and validation samples. --- Pion_Upstream_TMVA : We have found that in most high-energy physics applications the --- Pion_Upstream_TMVA : avaliable degrees of freedom (training events) are sufficient to --- Pion_Upstream_TMVA : constrain the weights of the relatively simple architectures required --- Pion_Upstream_TMVA : to achieve good performance. Hence no overtraining should occur, and --- Pion_Upstream_TMVA : the use of validation samples would only reduce the available training --- Pion_Upstream_TMVA : information. However, if the perrormance on the training sample is --- Pion_Upstream_TMVA : found to be significantly better than the one found with the inde- --- Pion_Upstream_TMVA : pendent test sample, caution is needed. The results for these samples --- Pion_Upstream_TMVA : are printed to standard output at the end of each training job. --- Pion_Upstream_TMVA : --- Pion_Upstream_TMVA : --- Performance tuning via configuration options: --- Pion_Upstream_TMVA : --- Pion_Upstream_TMVA : The hidden layer architecture for all ANNs is defined by the option --- Pion_Upstream_TMVA : "HiddenLayers=N+1,N,...", where here the first hidden layer has N+1 --- Pion_Upstream_TMVA : neurons and the second N neurons (and so on), and where N is the number --- Pion_Upstream_TMVA : of input variables. Excessive numbers of hidden layers should be avoided, --- Pion_Upstream_TMVA : in favour of more neurons in the first hidden layer. --- Pion_Upstream_TMVA : --- Pion_Upstream_TMVA : The number of cycles should be above 500. As said, if the number of --- Pion_Upstream_TMVA : adjustable weights is small compared to the training sample size, --- Pion_Upstream_TMVA : using a large number of training samples should not lead to overtraining. --- Pion_Upstream_TMVA : --- Pion_Upstream_TMVA : --- Pion_Upstream_TMVA : ================================================================ --- Pion_Upstream_TMVA : --- Norm : Preparing the transformation. --- TFHandler_Pion_Upstrea...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Pion_Upstrea...: Variable Mean RMS [ Min Max ] --- TFHandler_Pion_Upstrea...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Pion_Upstrea...: TrackP: -0.99852 0.011797 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackPt: -0.99920 0.0074434 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackChi2PerDof: -0.26812 0.39654 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackNumDof: -0.59429 0.25318 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackLikelihood: 0.88742 0.13175 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackGhostProbability: -0.33929 0.40345 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackCloneDist: -0.97788 0.16609 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackFitVeloChi2: -0.77342 0.18076 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackFitVeloNDoF: -0.63213 0.25619 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichUsedAero: 0.19939 0.97992 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichUsedR1Gas: 0.48825 0.87271 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichAbovePiThres: 0.34819 0.93742 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichAboveKaThres: -0.32825 0.94459 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLe: 0.32824 0.77910 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLmu: 0.38910 0.81460 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLk: 0.35939 0.79721 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLp: 0.40901 0.82632 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLbt: 0.42982 0.83853 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: InAccBrem: 0.79825 0.60232 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: BremPIDe: 0.78940 0.59936 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: VeloCharge: -0.82035 0.058758 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: ---------------------------------------------------------------------------------------------------------------------------- --- Pion_Upstream_TMVA : Begin training --- Pion_Upstream_TMVA : Training Network --- Pion_Upstream_TMVA : End of training --- Pion_Upstream_TMVA : Elapsed time for training with 1000000 events: 3.45e+04 sec --- Pion_Upstream_TMVA : Create MVA output for classification on training sample --- Pion_Upstream_TMVA : Evaluation of Pion_Upstream_TMVA on training sample (1000000 events) --- Pion_Upstream_TMVA : Elapsed time for evaluation of 1000000 events: 16.3 sec --- Pion_Upstream_TMVA : Creating weight file in xml format: ./GlobalPID_Pion_Upstream_TMVA.weights.xml --- Pion_Upstream_TMVA : Creating standalone response class: ./GlobalPID_Pion_Upstream_TMVA.class.C --- Pion_Upstream_TMVA : Write special histos to file: Upstream-Pion-TMVA.root:/Method_MLP/Pion_Upstream_TMVA --- Factory : Training finished --- Factory : --- Factory : Ranking input variables (method specific)... --- Pion_Upstream_TMVA : Ranking result (top variable is best ranked) --- Pion_Upstream_TMVA : ---------------------------------------------- --- Pion_Upstream_TMVA : Rank : Variable : Importance --- Pion_Upstream_TMVA : ---------------------------------------------- --- Pion_Upstream_TMVA : 1 : TrackFitVeloNDoF : 1.846e+03 --- Pion_Upstream_TMVA : 2 : TrackNumDof : 1.834e+03 --- Pion_Upstream_TMVA : 3 : TrackP : 1.374e+03 --- Pion_Upstream_TMVA : 4 : VeloCharge : 7.570e+02 --- Pion_Upstream_TMVA : 5 : RichDLLe : 7.473e+02 --- Pion_Upstream_TMVA : 6 : TrackPt : 6.663e+02 --- Pion_Upstream_TMVA : 7 : TrackCloneDist : 6.238e+02 --- Pion_Upstream_TMVA : 8 : TrackLikelihood : 5.645e+02 --- Pion_Upstream_TMVA : 9 : TrackFitVeloChi2 : 4.257e+02 --- Pion_Upstream_TMVA : 10 : RichDLLbt : 3.946e+02 --- Pion_Upstream_TMVA : 11 : BremPIDe : 2.466e+02 --- Pion_Upstream_TMVA : 12 : InAccBrem : 2.420e+02 --- Pion_Upstream_TMVA : 13 : RichDLLk : 1.469e+02 --- Pion_Upstream_TMVA : 14 : RichUsedR1Gas : 1.397e+02 --- Pion_Upstream_TMVA : 15 : RichDLLp : 1.004e+02 --- Pion_Upstream_TMVA : 16 : RichAboveKaThres : 6.180e+01 --- Pion_Upstream_TMVA : 17 : RichDLLmu : 4.225e+01 --- Pion_Upstream_TMVA : 18 : RichAbovePiThres : 3.392e+01 --- Pion_Upstream_TMVA : 19 : TrackGhostProbability : 9.247e+00 --- Pion_Upstream_TMVA : 20 : TrackChi2PerDof : 7.247e+00 --- Pion_Upstream_TMVA : 21 : RichUsedAero : 5.940e+00 --- Pion_Upstream_TMVA : ---------------------------------------------- --- Factory : --- Factory : === Destroy and recreate all methods via weight files for testing === --- Factory : --- MethodBase : Reading weight file: ./GlobalPID_Pion_Upstream_TMVA.weights.xml --- Pion_Upstream_TMVA : Read method "Pion_Upstream_TMVA" of type "MLP" --- Pion_Upstream_TMVA : MVA method was trained with TMVA Version: 4.1.4 --- Pion_Upstream_TMVA : MVA method was trained with ROOT Version: 5.34/05 --- Pion_Upstream_TMVA : Building Network --- Pion_Upstream_TMVA : Initializing weights --- Factory : Test all methods... --- Factory : Test method: Pion_Upstream_TMVA for Classification performance --- Pion_Upstream_TMVA : Evaluation of Pion_Upstream_TMVA on testing sample (1000000 events) --- Pion_Upstream_TMVA : Elapsed time for evaluation of 1000000 events: 17.3 sec --- Factory : Evaluate all methods... --- Factory : Evaluate classifier: Pion_Upstream_TMVA --- TFHandler_Pion_Upstrea...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Pion_Upstrea...: Variable Mean RMS [ Min Max ] --- TFHandler_Pion_Upstrea...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Pion_Upstrea...: TrackP: -0.99852 0.011797 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackPt: -0.99920 0.0074434 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackChi2PerDof: -0.26812 0.39654 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackNumDof: -0.59429 0.25318 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackLikelihood: 0.88742 0.13175 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackGhostProbability: -0.33929 0.40345 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackCloneDist: -0.97788 0.16609 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackFitVeloChi2: -0.77342 0.18076 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackFitVeloNDoF: -0.63213 0.25619 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichUsedAero: 0.19939 0.97992 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichUsedR1Gas: 0.48825 0.87271 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichAbovePiThres: 0.34819 0.93742 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichAboveKaThres: -0.32825 0.94459 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLe: 0.32824 0.77910 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLmu: 0.38910 0.81460 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLk: 0.35939 0.79721 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLp: 0.40901 0.82632 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLbt: 0.42982 0.83853 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: InAccBrem: 0.79825 0.60232 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: BremPIDe: 0.78940 0.59936 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: VeloCharge: -0.82035 0.058758 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: ---------------------------------------------------------------------------------------------------------------------------- --- Pion_Upstream_TMVA : Loop over test events and fill histograms with classifier response... --- Factory : Write evaluation histograms to file --- TFHandler_Pion_Upstrea...: Plot event variables for Pion_Upstream_TMVA --- TFHandler_Pion_Upstrea...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Pion_Upstrea...: Variable Mean RMS [ Min Max ] --- TFHandler_Pion_Upstrea...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Pion_Upstrea...: TrackP: -0.99852 0.011797 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackPt: -0.99920 0.0074434 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackChi2PerDof: -0.26812 0.39654 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackNumDof: -0.59429 0.25318 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackLikelihood: 0.88742 0.13175 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackGhostProbability: -0.33929 0.40345 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackCloneDist: -0.97788 0.16609 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackFitVeloChi2: -0.77342 0.18076 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: TrackFitVeloNDoF: -0.63213 0.25619 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichUsedAero: 0.19939 0.97992 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichUsedR1Gas: 0.48825 0.87271 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichAbovePiThres: 0.34819 0.93742 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichAboveKaThres: -0.32825 0.94459 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLe: 0.32824 0.77910 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLmu: 0.38910 0.81460 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLk: 0.35939 0.79721 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLp: 0.40901 0.82632 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: RichDLLbt: 0.42982 0.83853 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: InAccBrem: 0.79825 0.60232 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: BremPIDe: 0.78940 0.59936 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: VeloCharge: -0.82035 0.058758 [ -1.0000 1.0000 ] --- TFHandler_Pion_Upstrea...: ---------------------------------------------------------------------------------------------------------------------------- --- TFHandler_Pion_Upstrea...: --- TFHandler_Pion_Upstrea...: Will not produce scatter plots ==> --- TFHandler_Pion_Upstrea...: | The number of 21 input variables and 0 target values would require 210 two-dimensional --- TFHandler_Pion_Upstrea...: | histograms, which would occupy the computer's memory. Note that this --- TFHandler_Pion_Upstrea...: | suppression does not have any consequences for your analysis, other --- TFHandler_Pion_Upstrea...: | than not disposing of these scatter plots. You can modify the maximum --- TFHandler_Pion_Upstrea...: | number of input variables allowed to generate scatter plots in your --- TFHandler_Pion_Upstrea...: | script via the command line: --- TFHandler_Pion_Upstrea...: | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" --- TFHandler_Pion_Upstrea...: --- TFHandler_Pion_Upstrea...: Some more output --- Tools : zero variances for variables (0, 6) --- Tools : zero variances for variables (0, 21) --- Tools : zero variances for variables (3, 21) --- Tools : zero variances for variables (6, 0) --- Tools : zero variances for variables (6, 19) --- Tools : zero variances for variables (6, 21) --- Tools : zero variances for variables (10, 21) --- Tools : zero variances for variables (11, 21) --- Tools : zero variances for variables (12, 21) --- Tools : zero variances for variables (13, 21) --- Tools : zero variances for variables (19, 6) --- Tools : zero variances for variables (19, 21) --- Tools : zero variances for variables (21, 0) --- Tools : zero variances for variables (21, 3) --- Tools : zero variances for variables (21, 6) --- Tools : zero variances for variables (21, 10) --- Tools : zero variances for variables (21, 11) --- Tools : zero variances for variables (21, 12) --- Tools : zero variances for variables (21, 13) --- Tools : zero variances for variables (21, 19) --- Tools : zero variances for variables (0, 6) --- Tools : zero variances for variables (0, 13) --- Tools : zero variances for variables (0, 19) --- Tools : zero variances for variables (0, 21) --- Tools : zero variances for variables (3, 21) --- 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, 19) --- Tools : zero variances for variables (6, 21) --- Tools : zero variances for variables (10, 6) --- Tools : zero variances for variables (10, 21) --- Tools : zero variances for variables (11, 6) --- Tools : zero variances for variables (11, 21) --- Tools : zero variances for variables (12, 6) --- Tools : zero variances for variables (12, 21) --- Tools : zero variances for variables (13, 0) --- Tools : zero variances for variables (13, 6) --- Tools : zero variances for variables (13, 21) --- Tools : zero variances for variables (19, 0) --- Tools : zero variances for variables (19, 6) --- Tools : zero variances for variables (19, 21) --- Tools : zero variances for variables (21, 0) --- Tools : zero variances for variables (21, 3) --- Tools : zero variances for variables (21, 6) --- Tools : zero variances for variables (21, 10) --- Tools : zero variances for variables (21, 11) --- Tools : zero variances for variables (21, 12) --- Tools : zero variances for variables (21, 13) --- Tools : zero variances for variables (21, 19) --- Factory : Correlations between input variables and MVA response (signal): --- Factory : -------------------------------------- --- Factory : Pion_Upstream_TMVA --- Factory : TrackP: -0.044 --- Factory : TrackPt: -0.015 --- Factory : TrackChi2PerDof: -0.219 --- Factory : TrackNumDof: +0.113 --- Factory : TrackLikelihood: +0.341 --- Factory : TrackGhostProbability: +0.000 --- Factory : TrackCloneDist: -0.095 --- Factory : TrackFitVeloChi2: +0.035 --- Factory : TrackFitVeloNDoF: +0.033 --- Factory : RichUsedAero: +0.397 --- Factory : RichUsedR1Gas: +0.323 --- Factory : RichAbovePiThres: +0.379 --- Factory : RichAboveKaThres: +0.083 --- Factory : RichDLLe: +0.313 --- Factory : RichDLLmu: +0.322 --- Factory : RichDLLk: +0.320 --- Factory : RichDLLp: +0.320 --- Factory : RichDLLbt: +0.320 --- Factory : InAccBrem: +0.118 --- Factory : BremPIDe: +0.118 --- Factory : VeloCharge: +0.000 --- Factory : -------------------------------------- --- Factory : --- Factory : Correlations between input variables and MVA response (background): --- Factory : -------------------------------------- --- Factory : Pion_Upstream_TMVA --- Factory : TrackP: +0.011 --- Factory : TrackPt: +0.022 --- Factory : TrackChi2PerDof: -0.114 --- Factory : TrackNumDof: +0.208 --- Factory : TrackLikelihood: +0.338 --- Factory : TrackGhostProbability: +0.000 --- Factory : TrackCloneDist: -0.132 --- Factory : TrackFitVeloChi2: +0.165 --- Factory : TrackFitVeloNDoF: +0.129 --- Factory : RichUsedAero: +0.424 --- Factory : RichUsedR1Gas: +0.252 --- Factory : RichAbovePiThres: +0.390 --- Factory : RichAboveKaThres: +0.000 --- Factory : RichDLLe: +0.242 --- Factory : RichDLLmu: +0.251 --- Factory : RichDLLk: +0.253 --- Factory : RichDLLp: +0.254 --- Factory : RichDLLbt: +0.254 --- Factory : InAccBrem: +0.000 --- Factory : BremPIDe: +0.065 --- 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 : Pion_Upstream_TMVA: +0.528 --- 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 : Pion_Upstream_TMVA: 0.121(00) 0.549(00) 0.854(00) 0.856 | 0.388 1.125 --- 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 : Pion_Upstream_TMVA: 0.121 (0.121) 0.549 (0.549) 0.854 (0.854) --- 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 08:05:33 Training Complete :) removed `Upstream-Pion-TMVA.root' 2013-04-10 08:05:42 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/Pion/Upstream/GlobalPID_Pion_Upstream_ANN.txt 2013-04-10 08:05:42 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/Pion/Upstream/train-config.txt 2013-04-10 08:05:42 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/Pion/Upstream/datafiles.txt 2013-04-10 08:05:42 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/Pion/Upstream/MVA.txt 2013-04-10 08:05:42 Particle type = Pion 2013-04-10 08:05:42 Background types = All 2013-04-10 08:05:42 Training Mix = NaturalMix 2013-04-10 08:05:42 Track type = Upstream 2013-04-10 08:05:42 Track PresSel = NoTrackPreSelection.txt 2013-04-10 08:05:42 Network type = TMVA 2013-04-10 08:05:42 Ghost treatment = Ghosts Ghosts 2013-04-10 08:05:42 MC Track sel. = AllTracksInEvent AllTracksInEvent 2013-04-10 08:05:42 Reweighting = ReweightRICH2 2013-04-10 08:05:42 Output file = GlobalPID_Pion_Upstream_TMVA.weights.xml 2013-04-10 08:05:42 Skipping input #RichUsedR2Gas 2013-04-10 08:05:42 Skipping input #RichAboveElThres 2013-04-10 08:05:42 Skipping input #RichAboveMuThres 2013-04-10 08:05:42 Skipping input #RichAbovePrThres 2013-04-10 08:05:42 Creating selection from 'NoTrackPreSelection.txt' 2013-04-10 08:05:42 -> # very very loose. Essentially no cuts 2013-04-10 08:05:42 -> TrackLikelihood > -100.0 2013-04-10 08:05:42 -> TrackP > 0 2013-04-10 08:05:42 -> TrackPt > 0 2013-04-10 08:05:42 Will use all tracks, regardless of parent type 2013-04-10 08:05:42 Using 501 data files 2013-04-10 08:05:42 Training sample size = 1000000 2013-04-10 08:05:42 Evaluation sample size = 10000000 2013-04-10 08:05:42 Reading MVA parameters 2013-04-10 08:05:42 -> NBTASK = CLA 2013-04-10 08:05:42 -> NBMOM = 0.0 2013-04-10 08:05:42 -> NBREG = ALL 2013-04-10 08:05:42 -> TMVAVALIDATIONFRAC = 0.3 2013-04-10 08:05:42 -> HiddenLayerScaleFactor = 1.4 2013-04-10 08:05:42 -> TMVAMETHOD = MLP 2013-04-10 08:05:42 -> TMVAMLPNCYCLES = 750 2013-04-10 08:05:42 -> TMVAVARTRANSFORM = Norm 2013-04-10 08:05:42 -> TMVAMLPNEURONTYPE = tanh 2013-04-10 08:05:42 -> TMVAMLPMETHOD = BP 2013-04-10 08:05:42 -> TMVAMLPESTIMATORTYPE = CE 2013-04-10 08:05:42 -> TMVABDTBOOSTTYPE = AdaBoost 2013-04-10 08:05:42 -> TMVABDTNTREES = 800 2013-04-10 08:05:42 -> TMVABDTPRUNEMETHOD = CostComplexity 2013-04-10 08:05:42 -> TMVABDTMAXTREEDEPTH = 3 2013-04-10 08:05:42 Node layer two scale = 1.4 2013-04-10 08:05:42 Input layer has 22 nodes, hidden layer has 29 nodes 2013-04-10 08:05:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-0.root 2013-04-10 08:05:45 Selected 1273197 entries from 1273612 ( 99.9674 % ) 2013-04-10 08:06:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-1.root 2013-04-10 08:06:02 Selected 1323591 entries from 1323959 ( 99.9722 % ) 2013-04-10 08:06:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-2.root 2013-04-10 08:06:19 Selected 1311463 entries from 1311887 ( 99.9677 % ) 2013-04-10 08:06:34 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-3.root 2013-04-10 08:06:35 Selected 1268545 entries from 1268988 ( 99.9651 % ) 2013-04-10 08:06:48 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-4.root 2013-04-10 08:06:49 Selected 1312673 entries from 1313076 ( 99.9693 % ) 2013-04-10 08:07:04 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-5.root 2013-04-10 08:07:05 Selected 1317389 entries from 1317789 ( 99.9696 % ) 2013-04-10 08:07:21 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-6.root 2013-04-10 08:07:22 Selected 1262995 entries from 1263420 ( 99.9664 % ) 2013-04-10 08:07:37 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-7.root 2013-04-10 08:07:38 Selected 1270341 entries from 1270811 ( 99.963 % ) 2013-04-10 08:07:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-8.root 2013-04-10 08:07:54 Selected 1306297 entries from 1306712 ( 99.9682 % ) 2013-04-10 08:08:06 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-9.root 2013-04-10 08:08:07 Selected 1292314 entries from 1292751 ( 99.9662 % ) 2013-04-10 08:08:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-10.root 2013-04-10 08:08:24 Selected 1318195 entries from 1318612 ( 99.9684 % ) 2013-04-10 08:08:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-11.root 2013-04-10 08:08:41 Selected 1314067 entries from 1314477 ( 99.9688 % ) 2013-04-10 08:08:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-12.root 2013-04-10 08:08:58 Selected 1261639 entries from 1262034 ( 99.9687 % ) 2013-04-10 08:09:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-13.root 2013-04-10 08:09:14 Selected 1260135 entries from 1260562 ( 99.9661 % ) 2013-04-10 08:09:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-14.root 2013-04-10 08:09:30 Selected 1307005 entries from 1307406 ( 99.9693 % ) 2013-04-10 08:09:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-15.root 2013-04-10 08:09:44 Selected 1308147 entries from 1308525 ( 99.9711 % ) 2013-04-10 08:10:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-16.root 2013-04-10 08:10:02 Selected 1312841 entries from 1313230 ( 99.9704 % ) 2013-04-10 08:10:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-17.root 2013-04-10 08:10:19 Selected 1295594 entries from 1296022 ( 99.967 % ) 2013-04-10 08:10:30 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-18.root 2013-04-10 08:10:31 Selected 1268062 entries from 1268445 ( 99.9698 % ) 2013-04-10 08:10:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-19.root 2013-04-10 08:10:45 Selected 1268278 entries from 1268717 ( 99.9654 % ) 2013-04-10 08:10:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-20.root 2013-04-10 08:10:59 Selected 1282528 entries from 1282938 ( 99.968 % ) 2013-04-10 08:11:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-21.root 2013-04-10 08:11:13 Selected 1305809 entries from 1306192 ( 99.9707 % ) 2013-04-10 08:11:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-22.root 2013-04-10 08:11:30 Selected 1313545 entries from 1313925 ( 99.9711 % ) 2013-04-10 08:11:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-23.root 2013-04-10 08:11:47 Selected 1265047 entries from 1265427 ( 99.97 % ) 2013-04-10 08:12:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-24.root 2013-04-10 08:12:02 Selected 1315638 entries from 1316048 ( 99.9688 % ) 2013-04-10 08:12:17 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-25.root 2013-04-10 08:12:18 Selected 1268187 entries from 1268602 ( 99.9673 % ) 2013-04-10 08:12:33 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-26.root 2013-04-10 08:12:35 Selected 1259304 entries from 1259724 ( 99.9667 % ) 2013-04-10 08:12:50 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-27.root 2013-04-10 08:12:51 Selected 1288379 entries from 1288818 ( 99.9659 % ) 2013-04-10 08:13:06 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-28.root 2013-04-10 08:13:07 Selected 1285478 entries from 1285835 ( 99.9722 % ) 2013-04-10 08:13:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-29.root 2013-04-10 08:13:25 Selected 1259695 entries from 1260082 ( 99.9693 % ) 2013-04-10 08:13:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-30.root 2013-04-10 08:13:42 Selected 1277701 entries from 1278118 ( 99.9674 % ) 2013-04-10 08:13:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-31.root 2013-04-10 08:13:59 Selected 1256916 entries from 1257356 ( 99.965 % ) 2013-04-10 08:14:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-32.root 2013-04-10 08:14:16 Selected 1304607 entries from 1305022 ( 99.9682 % ) 2013-04-10 08:14:31 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-33.root 2013-04-10 08:14:33 Selected 1264595 entries from 1265012 ( 99.967 % ) 2013-04-10 08:14:49 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-34.root 2013-04-10 08:14:51 Selected 1271057 entries from 1271529 ( 99.9629 % ) 2013-04-10 08:15:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-35.root 2013-04-10 08:15:08 Selected 1256988 entries from 1257409 ( 99.9665 % ) 2013-04-10 08:15:20 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-36.root 2013-04-10 08:15:22 Selected 1289905 entries from 1290326 ( 99.9674 % ) 2013-04-10 08:15:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-37.root 2013-04-10 08:15:40 Selected 1305310 entries from 1305747 ( 99.9665 % ) 2013-04-10 08:15:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-38.root 2013-04-10 08:15:55 Selected 1254355 entries from 1254727 ( 99.9704 % ) 2013-04-10 08:16:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-39.root 2013-04-10 08:16:12 Selected 1259428 entries from 1259827 ( 99.9683 % ) 2013-04-10 08:16:24 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-40.root 2013-04-10 08:16:26 Selected 1321367 entries from 1321778 ( 99.9689 % ) 2013-04-10 08:16:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-41.root 2013-04-10 08:16:40 Selected 1308748 entries from 1309153 ( 99.9691 % ) 2013-04-10 08:16:52 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-42.root 2013-04-10 08:16:53 Selected 1308863 entries from 1309253 ( 99.9702 % ) 2013-04-10 08:17:07 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-43.root 2013-04-10 08:17:08 Selected 1260617 entries from 1260974 ( 99.9717 % ) 2013-04-10 08:17:23 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-44.root 2013-04-10 08:17:24 Selected 1273258 entries from 1273689 ( 99.9662 % ) 2013-04-10 08:17:39 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-45.root 2013-04-10 08:17:40 Selected 1270775 entries from 1271204 ( 99.9663 % ) 2013-04-10 08:17:53 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-46.root 2013-04-10 08:17:54 Selected 1306525 entries from 1306928 ( 99.9692 % ) 2013-04-10 08:18:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-47.root 2013-04-10 08:18:12 Selected 1252355 entries from 1252742 ( 99.9691 % ) 2013-04-10 08:18:28 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-48.root 2013-04-10 08:18:29 Selected 1293948 entries from 1294364 ( 99.9679 % ) 2013-04-10 08:18:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-49.root 2013-04-10 08:18:46 Selected 1304812 entries from 1305223 ( 99.9685 % ) 2013-04-10 08:19:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-50.root 2013-04-10 08:19:02 Selected 1288586 entries from 1288962 ( 99.9708 % ) 2013-04-10 08:19:18 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-51.root 2013-04-10 08:19:19 Selected 1312325 entries from 1312748 ( 99.9678 % ) 2013-04-10 08:19:35 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-52.root 2013-04-10 08:19:36 Selected 1257386 entries from 1257790 ( 99.9679 % ) 2013-04-10 08:19:47 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-53.root 2013-04-10 08:19:49 Selected 1322517 entries from 1322947 ( 99.9675 % ) 2013-04-10 08:20:01 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-54.root 2013-04-10 08:20:02 Selected 1290566 entries from 1291004 ( 99.9661 % ) 2013-04-10 08:20:14 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-55.root 2013-04-10 08:20:15 Selected 1271694 entries from 1272142 ( 99.9648 % ) 2013-04-10 08:20:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-56.root 2013-04-10 08:20:27 Selected 1269663 entries from 1270075 ( 99.9676 % ) 2013-04-10 08:20:40 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-57.root 2013-04-10 08:20:41 Selected 1264992 entries from 1265362 ( 99.9708 % ) 2013-04-10 08:20:56 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-58.root 2013-04-10 08:20:57 Selected 1252209 entries from 1252659 ( 99.9641 % ) 2013-04-10 08:21:11 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-59.root 2013-04-10 08:21:12 Selected 1263047 entries from 1263421 ( 99.9704 % ) 2013-04-10 08:21:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-60.root 2013-04-10 08:21:29 Selected 1313144 entries from 1313543 ( 99.9696 % ) 2013-04-10 08:21:44 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-61.root 2013-04-10 08:21:45 Selected 1260577 entries from 1260995 ( 99.9669 % ) 2013-04-10 08:22:00 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-62.root 2013-04-10 08:22:01 Selected 1313169 entries from 1313538 ( 99.9719 % ) 2013-04-10 08:22:15 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-63.root 2013-04-10 08:22:16 Selected 1262698 entries from 1263147 ( 99.9645 % ) 2013-04-10 08:22:29 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-64.root 2013-04-10 08:22:31 Selected 1312586 entries from 1312982 ( 99.9698 % ) 2013-04-10 08:22:46 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-65.root 2013-04-10 08:22:48 Selected 1262696 entries from 1263081 ( 99.9695 % ) 2013-04-10 08:23:03 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-66.root 2013-04-10 08:23:04 Selected 1255419 entries from 1255875 ( 99.9637 % ) 2013-04-10 08:23:19 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-67.root 2013-04-10 08:23:21 Selected 1278232 entries from 1278672 ( 99.9656 % ) 2013-04-10 08:23:36 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-68.root 2013-04-10 08:23:38 Selected 1260169 entries from 1260556 ( 99.9693 % ) 2013-04-10 08:23:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-69.root 2013-04-10 08:23:56 Selected 1287497 entries from 1287896 ( 99.969 % ) 2013-04-10 08:24:10 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-70.root 2013-04-10 08:24:12 Selected 1264192 entries from 1264605 ( 99.9673 % ) 2013-04-10 08:24:27 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-71.root 2013-04-10 08:24:29 Selected 1254437 entries from 1254841 ( 99.9678 % ) 2013-04-10 08:24:43 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-72.root 2013-04-10 08:24:44 Selected 1257027 entries from 1257446 ( 99.9667 % ) 2013-04-10 08:24:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-73.root 2013-04-10 08:24:56 Selected 1309683 entries from 1310077 ( 99.9699 % ) 2013-04-10 08:25:08 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-74.root 2013-04-10 08:25:09 Selected 1260726 entries from 1261160 ( 99.9656 % ) 2013-04-10 08:25:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-75.root 2013-04-10 08:25:26 Selected 1287022 entries from 1287383 ( 99.972 % ) 2013-04-10 08:25:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-76.root 2013-04-10 08:25:43 Selected 1265325 entries from 1265776 ( 99.9644 % ) 2013-04-10 08:25:57 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-77.root 2013-04-10 08:25:59 Selected 1313074 entries from 1313452 ( 99.9712 % ) 2013-04-10 08:26:12 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-78.root 2013-04-10 08:26:13 Selected 1283057 entries from 1283463 ( 99.9684 % ) 2013-04-10 08:26:25 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-79.root 2013-04-10 08:26:26 Selected 1259717 entries from 1260153 ( 99.9654 % ) 2013-04-10 08:26:38 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-80.root 2013-04-10 08:26:39 Selected 1311724 entries from 1312121 ( 99.9697 % ) 2013-04-10 08:26:55 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-81.root 2013-04-10 08:26:56 Selected 1300609 entries from 1300996 ( 99.9703 % ) 2013-04-10 08:27:09 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-82.root 2013-04-10 08:27:10 Selected 1319178 entries from 1319581 ( 99.9695 % ) 2013-04-10 08:27:26 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-83.root 2013-04-10 08:27:27 Selected 1286928 entries from 1287301 ( 99.971 % ) 2013-04-10 08:27:42 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-84.root 2013-04-10 08:27:43 Selected 1305398 entries from 1305760 ( 99.9723 % ) 2013-04-10 08:27:58 Using training file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-85.root 2013-04-10 08:27:59 Selected 1255279 entries from 1255709 ( 99.9658 % ) 2013-04-10 08:28:14 Considered 110386120 tracks for input to MVA training 2013-04-10 08:28:14 Sel. Eff. = 0.905911% 2013-04-10 08:28:14 Selected 1000000 tracks for input to MVA training 2013-04-10 08:28:14 Ghost percentage = 37.5497% 2013-04-10 08:28:14 Electron percentage = 4.0211% 2013-04-10 08:28:14 Muon percentage = 0.272% 2013-04-10 08:28:14 Pion percentage = 48.843% 2013-04-10 08:28:14 Kaon percentage = 6.5045% 2013-04-10 08:28:14 Proton percentage = 2.7613% 2013-04-10 08:28:14 Unknown Particle type 3112 2013-04-10 08:28:14 percentage = 0.0204% 2013-04-10 08:28:14 Unknown Particle type 3222 2013-04-10 08:28:14 percentage = 0.0198% 2013-04-10 08:28:14 Unknown Particle type 3312 2013-04-10 08:28:14 percentage = 0.0068% 2013-04-10 08:28:14 Unknown Particle type 1000010020 2013-04-10 08:28:14 percentage = 0.0007% 2013-04-10 08:28:14 Unknown Particle type 1000010030 2013-04-10 08:28:14 percentage = 0.0005% 2013-04-10 08:28:14 Unknown Particle type 1000020030 2013-04-10 08:28:14 percentage = 0.0001% 2013-04-10 08:28:14 Unknown Particle type 1000020040 2013-04-10 08:28:14 percentage = 0.0001% 2013-04-10 08:28:14 Making plots for input TrackP 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.025 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.050 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.075 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.100 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.125 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.150 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.175 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.200 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.300 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.350 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.400 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.450 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.500 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.600 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.700 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.800 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.900 2013-04-10 08:28:14 Creating ROOT directory MVAcut0.950 2013-04-10 08:28:14 Creating ROOT directory DLLcut-8.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut-7.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut-6.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut-5.500 2013-04-10 08:28:14 Creating ROOT directory DLLcut-5.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut-4.500 2013-04-10 08:28:14 Creating ROOT directory DLLcut-4.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut-3.500 2013-04-10 08:28:14 Creating ROOT directory DLLcut-3.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut-2.500 2013-04-10 08:28:14 Creating ROOT directory DLLcut-2.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut-1.500 2013-04-10 08:28:14 Creating ROOT directory DLLcut-1.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut-0.500 2013-04-10 08:28:14 Creating ROOT directory DLLcut0.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut0.500 2013-04-10 08:28:14 Creating ROOT directory DLLcut1.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut1.500 2013-04-10 08:28:14 Creating ROOT directory DLLcut2.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut2.500 2013-04-10 08:28:14 Creating ROOT directory DLLcut3.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut3.500 2013-04-10 08:28:14 Creating ROOT directory DLLcut4.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut4.500 2013-04-10 08:28:14 Creating ROOT directory DLLcut5.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut5.500 2013-04-10 08:28:14 Creating ROOT directory DLLcut6.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut7.000 2013-04-10 08:28:14 Creating ROOT directory DLLcut8.000 2013-04-10 08:28:14 Making plots for input TrackPt 2013-04-10 08:28:14 Making plots for input TrackChi2PerDof 2013-04-10 08:28:14 Making plots for input TrackNumDof 2013-04-10 08:28:14 Making plots for input TrackLikelihood 2013-04-10 08:28:14 Making plots for input TrackGhostProbability 2013-04-10 08:28:14 Making plots for input TrackCloneDist 2013-04-10 08:28:14 Making plots for input TrackFitVeloChi2 2013-04-10 08:28:14 Making plots for input TrackFitVeloNDoF 2013-04-10 08:28:14 Making plots for input RichUsedAero 2013-04-10 08:28:14 Making plots for input RichUsedR1Gas 2013-04-10 08:28:14 Making plots for input RichAbovePiThres 2013-04-10 08:28:14 Making plots for input RichAboveKaThres 2013-04-10 08:28:14 Making plots for input RichDLLe 2013-04-10 08:28:14 Making plots for input RichDLLmu 2013-04-10 08:28:14 Making plots for input RichDLLk 2013-04-10 08:28:14 Making plots for input RichDLLp 2013-04-10 08:28:14 Making plots for input RichDLLbt 2013-04-10 08:28:14 Making plots for input InAccBrem 2013-04-10 08:28:14 Making plots for input BremPIDe 2013-04-10 08:28:14 Making plots for input VeloCharge --- Reader : Booking "MLP" of type "MLP" from GlobalPID_Pion_Upstream_TMVA.weights.xml. --- MethodBase : Reading weight file: GlobalPID_Pion_Upstream_TMVA.weights.xml --- Pion_Upstream_TMVA : Read method "Pion_Upstream_TMVA" of type "MLP" --- Pion_Upstream_TMVA : MVA method was trained with TMVA Version: 4.1.4 --- Pion_Upstream_TMVA : MVA method was trained with ROOT Version: 5.34/05 --- DataSetInfo : Added class "Background" with internal class number 0 --- DataSetInfo : Added class "Signal" with internal class number 1 --- Pion_Upstream_TMVA : Building Network --- Pion_Upstream_TMVA : Initializing weights --- Reader : Booked classifier "Pion_Upstream_TMVA" of type: "MLP" 2013-04-10 08:28:14 Will use all tracks, regardless of parent type 2013-04-10 08:28:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-86.root 2013-04-10 08:28:15 Selected 1291188 entries from 1291584 ( 99.9693 % ) 2013-04-10 08:28:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-87.root 2013-04-10 08:28:33 Selected 1256695 entries from 1257083 ( 99.9691 % ) 2013-04-10 08:28:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-88.root 2013-04-10 08:28:55 Selected 1288824 entries from 1289234 ( 99.9682 % ) 2013-04-10 08:29:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-89.root 2013-04-10 08:29:16 Selected 1314916 entries from 1315309 ( 99.9701 % ) 2013-04-10 08:29:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-90.root 2013-04-10 08:29:36 Selected 1260435 entries from 1260832 ( 99.9685 % ) 2013-04-10 08:29:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-91.root 2013-04-10 08:29:59 Selected 1257384 entries from 1257801 ( 99.9668 % ) 2013-04-10 08:30:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-92.root 2013-04-10 08:30:18 Selected 1278116 entries from 1278544 ( 99.9665 % ) 2013-04-10 08:30:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-93.root 2013-04-10 08:30:40 Selected 1321251 entries from 1321641 ( 99.9705 % ) 2013-04-10 08:30:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-94.root 2013-04-10 08:31:00 Selected 1252487 entries from 1252856 ( 99.9705 % ) 2013-04-10 08:31:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-95.root 2013-04-10 08:31:16 Selected 1315503 entries from 1315934 ( 99.9672 % ) 2013-04-10 08:31:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-96.root 2013-04-10 08:31:33 Selected 1258807 entries from 1259232 ( 99.9662 % ) 2013-04-10 08:31:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-97.root 2013-04-10 08:31:50 Selected 1264927 entries from 1265359 ( 99.9659 % ) 2013-04-10 08:32:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-98.root 2013-04-10 08:32:06 Selected 1263488 entries from 1263929 ( 99.9651 % ) 2013-04-10 08:32:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-99.root 2013-04-10 08:32:22 Selected 1316158 entries from 1316568 ( 99.9689 % ) 2013-04-10 08:32:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-100.root 2013-04-10 08:32:40 Selected 1288062 entries from 1288463 ( 99.9689 % ) 2013-04-10 08:32:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-101.root 2013-04-10 08:33:00 Selected 1258075 entries from 1258427 ( 99.972 % ) 2013-04-10 08:33:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-102.root 2013-04-10 08:33:21 Selected 1295101 entries from 1295460 ( 99.9723 % ) 2013-04-10 08:33:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-103.root 2013-04-10 08:33:44 Selected 1278939 entries from 1279341 ( 99.9686 % ) 2013-04-10 08:34:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-104.root 2013-04-10 08:34:06 Selected 1294477 entries from 1294884 ( 99.9686 % ) 2013-04-10 08:34:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-105.root 2013-04-10 08:34:28 Selected 1290929 entries from 1291320 ( 99.9697 % ) 2013-04-10 08:34:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-106.root 2013-04-10 08:34:46 Selected 1291174 entries from 1291596 ( 99.9673 % ) 2013-04-10 08:35:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-107.root 2013-04-10 08:35:06 Selected 1317695 entries from 1318096 ( 99.9696 % ) 2013-04-10 08:35:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-108.root 2013-04-10 08:35:27 Selected 1267157 entries from 1267597 ( 99.9653 % ) 2013-04-10 08:35:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-109.root 2013-04-10 08:35:48 Selected 1261633 entries from 1262057 ( 99.9664 % ) 2013-04-10 08:36:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-110.root 2013-04-10 08:36:09 Selected 1272289 entries from 1272685 ( 99.9689 % ) 2013-04-10 08:36:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-111.root 2013-04-10 08:36:27 Selected 1263133 entries from 1263551 ( 99.9669 % ) 2013-04-10 08:36:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-112.root 2013-04-10 08:36:48 Selected 1311945 entries from 1312370 ( 99.9676 % ) 2013-04-10 08:37:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-113.root 2013-04-10 08:37:11 Selected 1317954 entries from 1318319 ( 99.9723 % ) 2013-04-10 08:37:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-114.root 2013-04-10 08:37:35 Selected 1291020 entries from 1291420 ( 99.969 % ) 2013-04-10 08:37:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-115.root 2013-04-10 08:37:56 Selected 1288208 entries from 1288581 ( 99.9711 % ) 2013-04-10 08:38:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-116.root 2013-04-10 08:38:18 Selected 1264926 entries from 1265350 ( 99.9665 % ) 2013-04-10 08:38:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-117.root 2013-04-10 08:38:40 Selected 1316491 entries from 1316857 ( 99.9722 % ) 2013-04-10 08:38:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-118.root 2013-04-10 08:39:01 Selected 1269588 entries from 1270002 ( 99.9674 % ) 2013-04-10 08:39:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-119.root 2013-04-10 08:39:24 Selected 1279070 entries from 1279529 ( 99.9641 % ) 2013-04-10 08:39:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-120.root 2013-04-10 08:39:44 Selected 1313068 entries from 1313470 ( 99.9694 % ) 2013-04-10 08:40:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-121.root 2013-04-10 08:40:06 Selected 1290387 entries from 1290824 ( 99.9661 % ) 2013-04-10 08:40:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-122.root 2013-04-10 08:40:27 Selected 1290928 entries from 1291340 ( 99.9681 % ) 2013-04-10 08:40:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-123.root 2013-04-10 08:40:49 Selected 1316844 entries from 1317256 ( 99.9687 % ) 2013-04-10 08:41:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-124.root 2013-04-10 08:41:09 Selected 1294505 entries from 1294864 ( 99.9723 % ) 2013-04-10 08:41:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-125.root 2013-04-10 08:41:31 Selected 1291512 entries from 1291923 ( 99.9682 % ) 2013-04-10 08:41:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-126.root 2013-04-10 08:41:53 Selected 1289062 entries from 1289449 ( 99.97 % ) 2013-04-10 08:42:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-127.root 2013-04-10 08:42:13 Selected 1288058 entries from 1288450 ( 99.9696 % ) 2013-04-10 08:42:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-128.root 2013-04-10 08:42:33 Selected 1289629 entries from 1290047 ( 99.9676 % ) 2013-04-10 08:42:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-129.root 2013-04-10 08:42:55 Selected 1318718 entries from 1319130 ( 99.9688 % ) 2013-04-10 08:43:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-130.root 2013-04-10 08:43:15 Selected 1265801 entries from 1266226 ( 99.9664 % ) 2013-04-10 08:43:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-131.root 2013-04-10 08:43:33 Selected 1316526 entries from 1316932 ( 99.9692 % ) 2013-04-10 08:43:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-132.root 2013-04-10 08:43:53 Selected 1289148 entries from 1289582 ( 99.9663 % ) 2013-04-10 08:44:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-133.root 2013-04-10 08:44:14 Selected 1259881 entries from 1260268 ( 99.9693 % ) 2013-04-10 08:44:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-134.root 2013-04-10 08:44:35 Selected 1273092 entries from 1273538 ( 99.965 % ) 2013-04-10 08:44:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-135.root 2013-04-10 08:44:56 Selected 1317283 entries from 1317698 ( 99.9685 % ) 2013-04-10 08:45:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-136.root 2013-04-10 08:45:18 Selected 1265637 entries from 1266069 ( 99.9659 % ) 2013-04-10 08:45:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-137.root 2013-04-10 08:45:38 Selected 1287998 entries from 1288382 ( 99.9702 % ) 2013-04-10 08:45:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-138.root 2013-04-10 08:45:56 Selected 1254541 entries from 1254928 ( 99.9692 % ) 2013-04-10 08:46:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-139.root 2013-04-10 08:46:17 Selected 1260978 entries from 1261382 ( 99.968 % ) 2013-04-10 08:46:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-140.root 2013-04-10 08:46:39 Selected 1257486 entries from 1257909 ( 99.9664 % ) 2013-04-10 08:46:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-141.root 2013-04-10 08:47:01 Selected 1267434 entries from 1267883 ( 99.9646 % ) 2013-04-10 08:47:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-142.root 2013-04-10 08:47:23 Selected 1259778 entries from 1260184 ( 99.9678 % ) 2013-04-10 08:47:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-143.root 2013-04-10 08:47:47 Selected 1303243 entries from 1303612 ( 99.9717 % ) 2013-04-10 08:48:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-144.root 2013-04-10 08:48:08 Selected 1312053 entries from 1312422 ( 99.9719 % ) 2013-04-10 08:48:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-145.root 2013-04-10 08:48:29 Selected 1291385 entries from 1291777 ( 99.9697 % ) 2013-04-10 08:48:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-146.root 2013-04-10 08:48:48 Selected 1318210 entries from 1318604 ( 99.9701 % ) 2013-04-10 08:49:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-147.root 2013-04-10 08:49:07 Selected 1310419 entries from 1310815 ( 99.9698 % ) 2013-04-10 08:49:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-148.root 2013-04-10 08:49:28 Selected 1320376 entries from 1320755 ( 99.9713 % ) 2013-04-10 08:49:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-149.root 2013-04-10 08:49:49 Selected 1289016 entries from 1289396 ( 99.9705 % ) 2013-04-10 08:50:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-150.root 2013-04-10 08:50:08 Selected 1265175 entries from 1265621 ( 99.9648 % ) 2013-04-10 08:50:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-151.root 2013-04-10 08:50:28 Selected 1258215 entries from 1258618 ( 99.968 % ) 2013-04-10 08:50:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-152.root 2013-04-10 08:50:50 Selected 1270768 entries from 1271194 ( 99.9665 % ) 2013-04-10 08:51:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-153.root 2013-04-10 08:51:12 Selected 1264074 entries from 1264533 ( 99.9637 % ) 2013-04-10 08:51:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-154.root 2013-04-10 08:51:30 Selected 1292940 entries from 1293344 ( 99.9688 % ) 2013-04-10 08:51:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-155.root 2013-04-10 08:51:47 Selected 1258577 entries from 1258955 ( 99.97 % ) 2013-04-10 08:52:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-156.root 2013-04-10 08:52:08 Selected 1259368 entries from 1259723 ( 99.9718 % ) 2013-04-10 08:52:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-157.root 2013-04-10 08:52:28 Selected 1303487 entries from 1303874 ( 99.9703 % ) 2013-04-10 08:52:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-158.root 2013-04-10 08:52:48 Selected 1260345 entries from 1260731 ( 99.9694 % ) 2013-04-10 08:53:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-159.root 2013-04-10 08:53:06 Selected 1275735 entries from 1276179 ( 99.9652 % ) 2013-04-10 08:53:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-160.root 2013-04-10 08:53:24 Selected 1261280 entries from 1261736 ( 99.9639 % ) 2013-04-10 08:53:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-161.root 2013-04-10 08:53:41 Selected 1317917 entries from 1318269 ( 99.9733 % ) 2013-04-10 08:53:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-162.root 2013-04-10 08:53:58 Selected 1264194 entries from 1264588 ( 99.9688 % ) 2013-04-10 08:54:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-163.root 2013-04-10 08:54:18 Selected 1296566 entries from 1297018 ( 99.9652 % ) 2013-04-10 08:54:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-164.root 2013-04-10 08:54:35 Selected 1262124 entries from 1262521 ( 99.9686 % ) 2013-04-10 08:54:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-165.root 2013-04-10 08:54:52 Selected 1318792 entries from 1319197 ( 99.9693 % ) 2013-04-10 08:55:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-166.root 2013-04-10 08:55:12 Selected 1265284 entries from 1265717 ( 99.9658 % ) 2013-04-10 08:55:29 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-167.root 2013-04-10 08:55:32 Selected 1290328 entries from 1290747 ( 99.9675 % ) 2013-04-10 08:55:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-168.root 2013-04-10 08:55:51 Selected 1322462 entries from 1322894 ( 99.9673 % ) 2013-04-10 08:56:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-169.root 2013-04-10 08:56:10 Selected 1319525 entries from 1319970 ( 99.9663 % ) 2013-04-10 08:56:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-170.root 2013-04-10 08:56:28 Selected 1310293 entries from 1310696 ( 99.9693 % ) 2013-04-10 08:56:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-171.root 2013-04-10 08:56:47 Selected 1313486 entries from 1313891 ( 99.9692 % ) 2013-04-10 08:57:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-172.root 2013-04-10 08:57:04 Selected 1257342 entries from 1257734 ( 99.9688 % ) 2013-04-10 08:57:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-173.root 2013-04-10 08:57:21 Selected 1317056 entries from 1317456 ( 99.9696 % ) 2013-04-10 08:57:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-174.root 2013-04-10 08:57:40 Selected 1284516 entries from 1284915 ( 99.9689 % ) 2013-04-10 08:57:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-175.root 2013-04-10 08:57:59 Selected 1264130 entries from 1264538 ( 99.9677 % ) 2013-04-10 08:58:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-176.root 2013-04-10 08:58:19 Selected 1310091 entries from 1310448 ( 99.9728 % ) 2013-04-10 08:58:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-177.root 2013-04-10 08:58:38 Selected 1265895 entries from 1266285 ( 99.9692 % ) 2013-04-10 08:58:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-178.root 2013-04-10 08:58:56 Selected 1258937 entries from 1259343 ( 99.9678 % ) 2013-04-10 08:59:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-179.root 2013-04-10 08:59:15 Selected 1257419 entries from 1257826 ( 99.9676 % ) 2013-04-10 08:59:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-180.root 2013-04-10 08:59:33 Selected 1253289 entries from 1253701 ( 99.9671 % ) 2013-04-10 08:59:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-181.root 2013-04-10 08:59:56 Selected 1262007 entries from 1262417 ( 99.9675 % ) 2013-04-10 09:00:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-182.root 2013-04-10 09:00:15 Selected 1289319 entries from 1289751 ( 99.9665 % ) 2013-04-10 09:00:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-183.root 2013-04-10 09:00:34 Selected 1313929 entries from 1314367 ( 99.9667 % ) 2013-04-10 09:00:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-184.root 2013-04-10 09:00:53 Selected 1268051 entries from 1268473 ( 99.9667 % ) 2013-04-10 09:01:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-185.root 2013-04-10 09:01:15 Selected 1259758 entries from 1260133 ( 99.9702 % ) 2013-04-10 09:01:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-186.root 2013-04-10 09:01:33 Selected 1314244 entries from 1314595 ( 99.9733 % ) 2013-04-10 09:01:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-187.root 2013-04-10 09:01:50 Selected 1262937 entries from 1263366 ( 99.966 % ) 2013-04-10 09:02:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-188.root 2013-04-10 09:02:08 Selected 1260820 entries from 1261281 ( 99.9634 % ) 2013-04-10 09:02:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-189.root 2013-04-10 09:02:27 Selected 1267412 entries from 1267808 ( 99.9688 % ) 2013-04-10 09:02:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-190.root 2013-04-10 09:02:49 Selected 1309830 entries from 1310234 ( 99.9692 % ) 2013-04-10 09:03:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-191.root 2013-04-10 09:03:08 Selected 1269671 entries from 1270068 ( 99.9687 % ) 2013-04-10 09:03:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-192.root 2013-04-10 09:03:26 Selected 1310497 entries from 1310933 ( 99.9667 % ) 2013-04-10 09:03:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-193.root 2013-04-10 09:03:44 Selected 1315367 entries from 1315757 ( 99.9704 % ) 2013-04-10 09:04:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-194.root 2013-04-10 09:04:03 Selected 1312167 entries from 1312580 ( 99.9685 % ) 2013-04-10 09:04:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-195.root 2013-04-10 09:04:24 Selected 1278316 entries from 1278783 ( 99.9635 % ) 2013-04-10 09:04:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-196.root 2013-04-10 09:04:42 Selected 1283905 entries from 1284315 ( 99.9681 % ) 2013-04-10 09:04:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-197.root 2013-04-10 09:05:01 Selected 1266030 entries from 1266448 ( 99.967 % ) 2013-04-10 09:05:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-198.root 2013-04-10 09:05:20 Selected 1261986 entries from 1262379 ( 99.9689 % ) 2013-04-10 09:05:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-199.root 2013-04-10 09:05:37 Selected 1309285 entries from 1309689 ( 99.9692 % ) 2013-04-10 09:05:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-200.root 2013-04-10 09:05:57 Selected 1309021 entries from 1309399 ( 99.9711 % ) 2013-04-10 09:06:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-201.root 2013-04-10 09:06:15 Selected 1288844 entries from 1289284 ( 99.9659 % ) 2013-04-10 09:06:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-202.root 2013-04-10 09:06:36 Selected 1306703 entries from 1307134 ( 99.967 % ) 2013-04-10 09:06:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-203.root 2013-04-10 09:06:52 Selected 1290625 entries from 1291008 ( 99.9703 % ) 2013-04-10 09:07:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-204.root 2013-04-10 09:07:15 Selected 1315838 entries from 1316253 ( 99.9685 % ) 2013-04-10 09:07:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-205.root 2013-04-10 09:07:37 Selected 1304116 entries from 1304561 ( 99.9659 % ) 2013-04-10 09:07:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-206.root 2013-04-10 09:07:57 Selected 1263640 entries from 1263999 ( 99.9716 % ) 2013-04-10 09:08:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-207.root 2013-04-10 09:08:19 Selected 1314935 entries from 1315303 ( 99.972 % ) 2013-04-10 09:08:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-208.root 2013-04-10 09:08:41 Selected 1292313 entries from 1292723 ( 99.9683 % ) 2013-04-10 09:09:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-209.root 2013-04-10 09:09:02 Selected 1260615 entries from 1261054 ( 99.9652 % ) 2013-04-10 09:09:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-210.root 2013-04-10 09:09:24 Selected 1258092 entries from 1258503 ( 99.9673 % ) 2013-04-10 09:09:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-211.root 2013-04-10 09:09:45 Selected 1320619 entries from 1321001 ( 99.9711 % ) 2013-04-10 09:10:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-212.root 2013-04-10 09:10:11 Selected 1256499 entries from 1256907 ( 99.9675 % ) 2013-04-10 09:10:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-213.root 2013-04-10 09:10:36 Selected 1264383 entries from 1264794 ( 99.9675 % ) 2013-04-10 09:10:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-214.root 2013-04-10 09:10:58 Selected 1311773 entries from 1312166 ( 99.97 % ) 2013-04-10 09:11:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-215.root 2013-04-10 09:11:26 Selected 1309646 entries from 1310022 ( 99.9713 % ) 2013-04-10 09:11:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-216.root 2013-04-10 09:11:47 Selected 1314280 entries from 1314666 ( 99.9706 % ) 2013-04-10 09:12:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-217.root 2013-04-10 09:12:14 Selected 1254259 entries from 1254660 ( 99.968 % ) 2013-04-10 09:12:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-218.root 2013-04-10 09:12:35 Selected 1266625 entries from 1267013 ( 99.9694 % ) 2013-04-10 09:12:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-219.root 2013-04-10 09:12:55 Selected 1307158 entries from 1307541 ( 99.9707 % ) 2013-04-10 09:13:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-220.root 2013-04-10 09:13:18 Selected 1284435 entries from 1284865 ( 99.9665 % ) 2013-04-10 09:13:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-221.root 2013-04-10 09:13:41 Selected 1290794 entries from 1291203 ( 99.9683 % ) 2013-04-10 09:13:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-222.root 2013-04-10 09:14:00 Selected 1258302 entries from 1258753 ( 99.9642 % ) 2013-04-10 09:14:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-223.root 2013-04-10 09:14:18 Selected 1319283 entries from 1319691 ( 99.9691 % ) 2013-04-10 09:14:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-224.root 2013-04-10 09:14:38 Selected 1266680 entries from 1267081 ( 99.9684 % ) 2013-04-10 09:14:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-225.root 2013-04-10 09:15:00 Selected 1254999 entries from 1255389 ( 99.9689 % ) 2013-04-10 09:15:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-226.root 2013-04-10 09:15:20 Selected 1311680 entries from 1312106 ( 99.9675 % ) 2013-04-10 09:15:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-227.root 2013-04-10 09:15:52 Selected 1299035 entries from 1299474 ( 99.9662 % ) 2013-04-10 09:16:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-228.root 2013-04-10 09:16:13 Selected 1318896 entries from 1319279 ( 99.971 % ) 2013-04-10 09:16:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-229.root 2013-04-10 09:16:39 Selected 1256095 entries from 1256506 ( 99.9673 % ) 2013-04-10 09:16:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-230.root 2013-04-10 09:17:00 Selected 1293334 entries from 1293728 ( 99.9695 % ) 2013-04-10 09:17:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-231.root 2013-04-10 09:17:21 Selected 1288839 entries from 1289249 ( 99.9682 % ) 2013-04-10 09:17:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-232.root 2013-04-10 09:17:42 Selected 1271667 entries from 1272128 ( 99.9638 % ) 2013-04-10 09:18:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-233.root 2013-04-10 09:18:02 Selected 1289310 entries from 1289711 ( 99.9689 % ) 2013-04-10 09:18:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-234.root 2013-04-10 09:18:20 Selected 1318493 entries from 1318892 ( 99.9697 % ) 2013-04-10 09:18:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-235.root 2013-04-10 09:18:44 Selected 1281074 entries from 1281473 ( 99.9689 % ) 2013-04-10 09:19:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-236.root 2013-04-10 09:19:11 Selected 1261508 entries from 1261908 ( 99.9683 % ) 2013-04-10 09:19:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-237.root 2013-04-10 09:19:33 Selected 1316878 entries from 1317305 ( 99.9676 % ) 2013-04-10 09:19:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-238.root 2013-04-10 09:19:54 Selected 1316105 entries from 1316536 ( 99.9673 % ) 2013-04-10 09:20:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-239.root 2013-04-10 09:20:16 Selected 1291659 entries from 1292067 ( 99.9684 % ) 2013-04-10 09:20:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-240.root 2013-04-10 09:20:40 Selected 1286706 entries from 1287140 ( 99.9663 % ) 2013-04-10 09:21:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-241.root 2013-04-10 09:21:05 Selected 1271656 entries from 1272100 ( 99.9651 % ) 2013-04-10 09:21:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-242.root 2013-04-10 09:21:29 Selected 1254638 entries from 1255028 ( 99.9689 % ) 2013-04-10 09:21:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-243.root 2013-04-10 09:21:57 Selected 1272457 entries from 1272865 ( 99.9679 % ) 2013-04-10 09:22:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-244.root 2013-04-10 09:22:23 Selected 1266591 entries from 1267038 ( 99.9647 % ) 2013-04-10 09:22:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-245.root 2013-04-10 09:22:50 Selected 1289117 entries from 1289506 ( 99.9698 % ) 2013-04-10 09:23:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-246.root 2013-04-10 09:23:14 Selected 1290771 entries from 1291169 ( 99.9692 % ) 2013-04-10 09:23:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-247.root 2013-04-10 09:23:36 Selected 1262449 entries from 1262908 ( 99.9637 % ) 2013-04-10 09:23:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-248.root 2013-04-10 09:23:56 Selected 1256243 entries from 1256639 ( 99.9685 % ) 2013-04-10 09:24:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-249.root 2013-04-10 09:24:22 Selected 1265537 entries from 1265921 ( 99.9697 % ) 2013-04-10 09:24:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-250.root 2013-04-10 09:24:44 Selected 1269945 entries from 1270353 ( 99.9679 % ) 2013-04-10 09:25:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-251.root 2013-04-10 09:25:06 Selected 1265914 entries from 1266341 ( 99.9663 % ) 2013-04-10 09:25:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-252.root 2013-04-10 09:25:28 Selected 1295461 entries from 1295864 ( 99.9689 % ) 2013-04-10 09:25:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-253.root 2013-04-10 09:25:56 Selected 1254087 entries from 1254502 ( 99.9669 % ) 2013-04-10 09:26:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-254.root 2013-04-10 09:26:23 Selected 1256193 entries from 1256579 ( 99.9693 % ) 2013-04-10 09:26:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-255.root 2013-04-10 09:26:42 Selected 1306426 entries from 1306836 ( 99.9686 % ) 2013-04-10 09:27:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-256.root 2013-04-10 09:27:05 Selected 1269302 entries from 1269717 ( 99.9673 % ) 2013-04-10 09:27:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-257.root 2013-04-10 09:27:26 Selected 1305599 entries from 1306018 ( 99.9679 % ) 2013-04-10 09:27:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-258.root 2013-04-10 09:27:50 Selected 1323395 entries from 1323809 ( 99.9687 % ) 2013-04-10 09:28:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-259.root 2013-04-10 09:28:11 Selected 1313839 entries from 1314226 ( 99.9706 % ) 2013-04-10 09:28:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-260.root 2013-04-10 09:28:29 Selected 1267402 entries from 1267874 ( 99.9628 % ) 2013-04-10 09:28:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-261.root 2013-04-10 09:28:51 Selected 1261396 entries from 1261814 ( 99.9669 % ) 2013-04-10 09:29:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-262.root 2013-04-10 09:29:13 Selected 1263855 entries from 1264296 ( 99.9651 % ) 2013-04-10 09:29:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-263.root 2013-04-10 09:29:36 Selected 1264010 entries from 1264430 ( 99.9668 % ) 2013-04-10 09:29:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-264.root 2013-04-10 09:29:58 Selected 1257064 entries from 1257471 ( 99.9676 % ) 2013-04-10 09:30:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-265.root 2013-04-10 09:30:21 Selected 1320934 entries from 1321344 ( 99.969 % ) 2013-04-10 09:30:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-266.root 2013-04-10 09:30:47 Selected 1316767 entries from 1317132 ( 99.9723 % ) 2013-04-10 09:31:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-267.root 2013-04-10 09:31:05 Selected 1321889 entries from 1322307 ( 99.9684 % ) 2013-04-10 09:31:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-268.root 2013-04-10 09:31:30 Selected 1260242 entries from 1260645 ( 99.968 % ) 2013-04-10 09:31:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-269.root 2013-04-10 09:31:50 Selected 1268831 entries from 1269262 ( 99.966 % ) 2013-04-10 09:32:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-270.root 2013-04-10 09:32:17 Selected 1312205 entries from 1312633 ( 99.9674 % ) 2013-04-10 09:32:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-271.root 2013-04-10 09:32:38 Selected 1257047 entries from 1257429 ( 99.9696 % ) 2013-04-10 09:33:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-272.root 2013-04-10 09:33:03 Selected 1259603 entries from 1260014 ( 99.9674 % ) 2013-04-10 09:33:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-273.root 2013-04-10 09:33:25 Selected 1286232 entries from 1286631 ( 99.969 % ) 2013-04-10 09:33:43 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-274.root 2013-04-10 09:33:45 Selected 1267978 entries from 1268417 ( 99.9654 % ) 2013-04-10 09:34:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-275.root 2013-04-10 09:34:08 Selected 1261975 entries from 1262400 ( 99.9663 % ) 2013-04-10 09:34:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-276.root 2013-04-10 09:34:30 Selected 1316749 entries from 1317190 ( 99.9665 % ) 2013-04-10 09:34:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-277.root 2013-04-10 09:34:50 Selected 1315024 entries from 1315483 ( 99.9651 % ) 2013-04-10 09:35:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-278.root 2013-04-10 09:35:07 Selected 1265416 entries from 1265834 ( 99.967 % ) 2013-04-10 09:35:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-279.root 2013-04-10 09:35:25 Selected 1317790 entries from 1318177 ( 99.9706 % ) 2013-04-10 09:35:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-280.root 2013-04-10 09:35:47 Selected 1278854 entries from 1279235 ( 99.9702 % ) 2013-04-10 09:36:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-281.root 2013-04-10 09:36:10 Selected 1263461 entries from 1263867 ( 99.9679 % ) 2013-04-10 09:36:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-282.root 2013-04-10 09:36:32 Selected 1307113 entries from 1307533 ( 99.9679 % ) 2013-04-10 09:36:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-283.root 2013-04-10 09:36:54 Selected 1287735 entries from 1288118 ( 99.9703 % ) 2013-04-10 09:37:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-284.root 2013-04-10 09:37:11 Selected 1309581 entries from 1309955 ( 99.9714 % ) 2013-04-10 09:37:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-285.root 2013-04-10 09:37:29 Selected 1310761 entries from 1311158 ( 99.9697 % ) 2013-04-10 09:37:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-286.root 2013-04-10 09:37:49 Selected 1315398 entries from 1315809 ( 99.9688 % ) 2013-04-10 09:38:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-287.root 2013-04-10 09:38:06 Selected 1314658 entries from 1315096 ( 99.9667 % ) 2013-04-10 09:38:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-288.root 2013-04-10 09:38:24 Selected 1315003 entries from 1315413 ( 99.9688 % ) 2013-04-10 09:38:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-289.root 2013-04-10 09:38:41 Selected 1270114 entries from 1270531 ( 99.9672 % ) 2013-04-10 09:39:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-290.root 2013-04-10 09:39:02 Selected 1289081 entries from 1289455 ( 99.971 % ) 2013-04-10 09:39:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-291.root 2013-04-10 09:39:23 Selected 1264743 entries from 1265180 ( 99.9655 % ) 2013-04-10 09:39:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-292.root 2013-04-10 09:39:44 Selected 1269962 entries from 1270379 ( 99.9672 % ) 2013-04-10 09:40:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-293.root 2013-04-10 09:40:05 Selected 1317962 entries from 1318365 ( 99.9694 % ) 2013-04-10 09:40:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-294.root 2013-04-10 09:40:25 Selected 1270411 entries from 1270828 ( 99.9672 % ) 2013-04-10 09:40:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-295.root 2013-04-10 09:40:46 Selected 1265372 entries from 1265797 ( 99.9664 % ) 2013-04-10 09:41:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-296.root 2013-04-10 09:41:06 Selected 1314420 entries from 1314845 ( 99.9677 % ) 2013-04-10 09:41:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-297.root 2013-04-10 09:41:27 Selected 1315699 entries from 1316114 ( 99.9685 % ) 2013-04-10 09:41:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-298.root 2013-04-10 09:41:49 Selected 1266909 entries from 1267305 ( 99.9688 % ) 2013-04-10 09:42:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-299.root 2013-04-10 09:42:11 Selected 1266204 entries from 1266632 ( 99.9662 % ) 2013-04-10 09:42:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-300.root 2013-04-10 09:42:30 Selected 1311506 entries from 1311917 ( 99.9687 % ) 2013-04-10 09:42:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-301.root 2013-04-10 09:42:50 Selected 1306761 entries from 1307188 ( 99.9673 % ) 2013-04-10 09:43:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-302.root 2013-04-10 09:43:11 Selected 1311410 entries from 1311798 ( 99.9704 % ) 2013-04-10 09:43:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-303.root 2013-04-10 09:43:33 Selected 1253486 entries from 1253912 ( 99.966 % ) 2013-04-10 09:43:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-304.root 2013-04-10 09:43:52 Selected 1285116 entries from 1285491 ( 99.9708 % ) 2013-04-10 09:44:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-305.root 2013-04-10 09:44:13 Selected 1251415 entries from 1251802 ( 99.9691 % ) 2013-04-10 09:44:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-306.root 2013-04-10 09:44:36 Selected 1293783 entries from 1294168 ( 99.9703 % ) 2013-04-10 09:44:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-307.root 2013-04-10 09:44:56 Selected 1269076 entries from 1269498 ( 99.9668 % ) 2013-04-10 09:45:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-308.root 2013-04-10 09:45:15 Selected 1317577 entries from 1318002 ( 99.9678 % ) 2013-04-10 09:45:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-309.root 2013-04-10 09:45:33 Selected 1317619 entries from 1318035 ( 99.9684 % ) 2013-04-10 09:45:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-310.root 2013-04-10 09:45:52 Selected 1315819 entries from 1316249 ( 99.9673 % ) 2013-04-10 09:46:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-311.root 2013-04-10 09:46:11 Selected 1317948 entries from 1318336 ( 99.9706 % ) 2013-04-10 09:46:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-312.root 2013-04-10 09:46:30 Selected 1255873 entries from 1256275 ( 99.968 % ) 2013-04-10 09:46:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-313.root 2013-04-10 09:46:49 Selected 1322585 entries from 1322963 ( 99.9714 % ) 2013-04-10 09:47:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-314.root 2013-04-10 09:47:06 Selected 1276927 entries from 1277367 ( 99.9656 % ) 2013-04-10 09:47:20 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-315.root 2013-04-10 09:47:22 Selected 1320846 entries from 1321256 ( 99.969 % ) 2013-04-10 09:47:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-316.root 2013-04-10 09:47:42 Selected 1250536 entries from 1250938 ( 99.9679 % ) 2013-04-10 09:48:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-317.root 2013-04-10 09:48:02 Selected 1308403 entries from 1308809 ( 99.969 % ) 2013-04-10 09:48:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-318.root 2013-04-10 09:48:20 Selected 1312919 entries from 1313330 ( 99.9687 % ) 2013-04-10 09:48:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-319.root 2013-04-10 09:48:39 Selected 1315517 entries from 1315896 ( 99.9712 % ) 2013-04-10 09:48:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-320.root 2013-04-10 09:48:59 Selected 1311609 entries from 1312008 ( 99.9696 % ) 2013-04-10 09:49:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-321.root 2013-04-10 09:49:19 Selected 1266619 entries from 1267038 ( 99.9669 % ) 2013-04-10 09:49:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-322.root 2013-04-10 09:49:38 Selected 1260371 entries from 1260774 ( 99.968 % ) 2013-04-10 09:49:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-323.root 2013-04-10 09:49:57 Selected 1253718 entries from 1254126 ( 99.9675 % ) 2013-04-10 09:50:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-324.root 2013-04-10 09:50:15 Selected 1268705 entries from 1269172 ( 99.9632 % ) 2013-04-10 09:50:30 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-325.root 2013-04-10 09:50:31 Selected 1290661 entries from 1291095 ( 99.9664 % ) 2013-04-10 09:50:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-326.root 2013-04-10 09:50:51 Selected 1260014 entries from 1260413 ( 99.9683 % ) 2013-04-10 09:51:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-327.root 2013-04-10 09:51:09 Selected 1269658 entries from 1270083 ( 99.9665 % ) 2013-04-10 09:51:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-328.root 2013-04-10 09:51:30 Selected 1258990 entries from 1259391 ( 99.9682 % ) 2013-04-10 09:51:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-329.root 2013-04-10 09:51:50 Selected 1290151 entries from 1290564 ( 99.968 % ) 2013-04-10 09:52:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-330.root 2013-04-10 09:52:10 Selected 1316973 entries from 1317365 ( 99.9702 % ) 2013-04-10 09:52:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-331.root 2013-04-10 09:52:33 Selected 1266275 entries from 1266691 ( 99.9672 % ) 2013-04-10 09:52:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-332.root 2013-04-10 09:52:53 Selected 1267156 entries from 1267528 ( 99.9707 % ) 2013-04-10 09:53:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-333.root 2013-04-10 09:53:17 Selected 1289974 entries from 1290422 ( 99.9653 % ) 2013-04-10 09:53:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-334.root 2013-04-10 09:53:39 Selected 1314885 entries from 1315313 ( 99.9675 % ) 2013-04-10 09:53:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-335.root 2013-04-10 09:54:01 Selected 1302029 entries from 1302408 ( 99.9709 % ) 2013-04-10 09:54:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-336.root 2013-04-10 09:54:21 Selected 1259279 entries from 1259678 ( 99.9683 % ) 2013-04-10 09:54:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-337.root 2013-04-10 09:54:41 Selected 1265198 entries from 1265612 ( 99.9673 % ) 2013-04-10 09:55:02 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-338.root 2013-04-10 09:55:03 Selected 1315984 entries from 1316386 ( 99.9695 % ) 2013-04-10 09:55:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-339.root 2013-04-10 09:55:22 Selected 1256063 entries from 1256482 ( 99.9667 % ) 2013-04-10 09:55:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-340.root 2013-04-10 09:55:43 Selected 1259325 entries from 1259736 ( 99.9674 % ) 2013-04-10 09:56:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-341.root 2013-04-10 09:56:03 Selected 1301108 entries from 1301505 ( 99.9695 % ) 2013-04-10 09:56:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-342.root 2013-04-10 09:56:20 Selected 1265300 entries from 1265714 ( 99.9673 % ) 2013-04-10 09:56:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-343.root 2013-04-10 09:56:38 Selected 1254155 entries from 1254527 ( 99.9703 % ) 2013-04-10 09:56:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-344.root 2013-04-10 09:56:57 Selected 1317374 entries from 1317768 ( 99.9701 % ) 2013-04-10 09:57:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-345.root 2013-04-10 09:57:18 Selected 1258606 entries from 1258942 ( 99.9733 % ) 2013-04-10 09:57:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-346.root 2013-04-10 09:57:39 Selected 1318166 entries from 1318568 ( 99.9695 % ) 2013-04-10 09:57:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-347.root 2013-04-10 09:57:57 Selected 1254912 entries from 1255374 ( 99.9632 % ) 2013-04-10 09:58:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-348.root 2013-04-10 09:58:15 Selected 1267133 entries from 1267536 ( 99.9682 % ) 2013-04-10 09:58:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-349.root 2013-04-10 09:58:37 Selected 1267980 entries from 1268425 ( 99.9649 % ) 2013-04-10 09:58:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-350.root 2013-04-10 09:58:59 Selected 1269437 entries from 1269841 ( 99.9682 % ) 2013-04-10 09:59:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-351.root 2013-04-10 09:59:21 Selected 1290175 entries from 1290621 ( 99.9654 % ) 2013-04-10 09:59:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-352.root 2013-04-10 09:59:42 Selected 1310956 entries from 1311352 ( 99.9698 % ) 2013-04-10 10:00:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-353.root 2013-04-10 10:00:05 Selected 1289291 entries from 1289702 ( 99.9681 % ) 2013-04-10 10:00:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-354.root 2013-04-10 10:00:25 Selected 1265263 entries from 1265688 ( 99.9664 % ) 2013-04-10 10:00:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-355.root 2013-04-10 10:00:46 Selected 1314041 entries from 1314448 ( 99.969 % ) 2013-04-10 10:01:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-356.root 2013-04-10 10:01:08 Selected 1313648 entries from 1314045 ( 99.9698 % ) 2013-04-10 10:01:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-357.root 2013-04-10 10:01:25 Selected 1293785 entries from 1294138 ( 99.9727 % ) 2013-04-10 10:01:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-358.root 2013-04-10 10:01:47 Selected 1314978 entries from 1315429 ( 99.9657 % ) 2013-04-10 10:02:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-359.root 2013-04-10 10:02:10 Selected 1317307 entries from 1317706 ( 99.9697 % ) 2013-04-10 10:02:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-360.root 2013-04-10 10:02:33 Selected 1266151 entries from 1266565 ( 99.9673 % ) 2013-04-10 10:02:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-361.root 2013-04-10 10:02:53 Selected 1278018 entries from 1278481 ( 99.9638 % ) 2013-04-10 10:03:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-362.root 2013-04-10 10:03:16 Selected 1275297 entries from 1275748 ( 99.9646 % ) 2013-04-10 10:03:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-363.root 2013-04-10 10:03:40 Selected 1268746 entries from 1269150 ( 99.9682 % ) 2013-04-10 10:03:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-364.root 2013-04-10 10:04:00 Selected 1261456 entries from 1261829 ( 99.9704 % ) 2013-04-10 10:04:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-365.root 2013-04-10 10:04:21 Selected 1261929 entries from 1262346 ( 99.967 % ) 2013-04-10 10:04:41 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-366.root 2013-04-10 10:04:43 Selected 1307533 entries from 1307947 ( 99.9683 % ) 2013-04-10 10:05:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-367.root 2013-04-10 10:05:05 Selected 1309895 entries from 1310314 ( 99.968 % ) 2013-04-10 10:05:25 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-368.root 2013-04-10 10:05:27 Selected 1273880 entries from 1274344 ( 99.9636 % ) 2013-04-10 10:05:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-369.root 2013-04-10 10:05:50 Selected 1318471 entries from 1318878 ( 99.9691 % ) 2013-04-10 10:06:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-370.root 2013-04-10 10:06:08 Selected 1288909 entries from 1289280 ( 99.9712 % ) 2013-04-10 10:06:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-371.root 2013-04-10 10:06:29 Selected 1265140 entries from 1265583 ( 99.965 % ) 2013-04-10 10:06:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-372.root 2013-04-10 10:06:47 Selected 1290068 entries from 1290506 ( 99.9661 % ) 2013-04-10 10:07:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-373.root 2013-04-10 10:07:08 Selected 1273941 entries from 1274386 ( 99.9651 % ) 2013-04-10 10:07:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-374.root 2013-04-10 10:07:30 Selected 1315516 entries from 1315914 ( 99.9698 % ) 2013-04-10 10:07:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-375.root 2013-04-10 10:07:53 Selected 1291559 entries from 1291962 ( 99.9688 % ) 2013-04-10 10:08:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-376.root 2013-04-10 10:08:17 Selected 1300845 entries from 1301234 ( 99.9701 % ) 2013-04-10 10:08:37 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-377.root 2013-04-10 10:08:39 Selected 1262642 entries from 1263061 ( 99.9668 % ) 2013-04-10 10:08:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-378.root 2013-04-10 10:09:01 Selected 1290008 entries from 1290418 ( 99.9682 % ) 2013-04-10 10:09:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-379.root 2013-04-10 10:09:19 Selected 1322599 entries from 1323057 ( 99.9654 % ) 2013-04-10 10:09:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-380.root 2013-04-10 10:09:41 Selected 1268682 entries from 1269112 ( 99.9661 % ) 2013-04-10 10:09:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-381.root 2013-04-10 10:09:57 Selected 1316207 entries from 1316675 ( 99.9645 % ) 2013-04-10 10:10:13 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-382.root 2013-04-10 10:10:14 Selected 1312728 entries from 1313106 ( 99.9712 % ) 2013-04-10 10:10:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-383.root 2013-04-10 10:10:34 Selected 1310567 entries from 1310981 ( 99.9684 % ) 2013-04-10 10:10:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-384.root 2013-04-10 10:10:54 Selected 1262871 entries from 1263290 ( 99.9668 % ) 2013-04-10 10:11:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-385.root 2013-04-10 10:11:13 Selected 1284698 entries from 1285118 ( 99.9673 % ) 2013-04-10 10:11:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-386.root 2013-04-10 10:11:32 Selected 1313872 entries from 1314299 ( 99.9675 % ) 2013-04-10 10:11:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-387.root 2013-04-10 10:11:52 Selected 1259728 entries from 1260136 ( 99.9676 % ) 2013-04-10 10:12:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-388.root 2013-04-10 10:12:12 Selected 1307182 entries from 1307574 ( 99.97 % ) 2013-04-10 10:12:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-389.root 2013-04-10 10:12:29 Selected 1315770 entries from 1316198 ( 99.9675 % ) 2013-04-10 10:12:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-390.root 2013-04-10 10:12:47 Selected 1308085 entries from 1308471 ( 99.9705 % ) 2013-04-10 10:13:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-391.root 2013-04-10 10:13:05 Selected 1276355 entries from 1276718 ( 99.9716 % ) 2013-04-10 10:13:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-392.root 2013-04-10 10:13:22 Selected 1264252 entries from 1264640 ( 99.9693 % ) 2013-04-10 10:13:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-393.root 2013-04-10 10:13:41 Selected 1274400 entries from 1274821 ( 99.967 % ) 2013-04-10 10:13:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-394.root 2013-04-10 10:14:00 Selected 1305396 entries from 1305816 ( 99.9678 % ) 2013-04-10 10:14:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-395.root 2013-04-10 10:14:17 Selected 1294835 entries from 1295257 ( 99.9674 % ) 2013-04-10 10:14:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-396.root 2013-04-10 10:14:40 Selected 1271923 entries from 1272333 ( 99.9678 % ) 2013-04-10 10:14:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-397.root 2013-04-10 10:14:58 Selected 1317642 entries from 1318059 ( 99.9684 % ) 2013-04-10 10:15:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-398.root 2013-04-10 10:15:19 Selected 1316489 entries from 1316910 ( 99.968 % ) 2013-04-10 10:15:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-399.root 2013-04-10 10:15:40 Selected 1261297 entries from 1261681 ( 99.9696 % ) 2013-04-10 10:15:57 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-400.root 2013-04-10 10:15:58 Selected 1272877 entries from 1273314 ( 99.9657 % ) 2013-04-10 10:16:14 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-401.root 2013-04-10 10:16:16 Selected 1254144 entries from 1254559 ( 99.9669 % ) 2013-04-10 10:16:38 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-402.root 2013-04-10 10:16:40 Selected 1293576 entries from 1293947 ( 99.9713 % ) 2013-04-10 10:16:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-403.root 2013-04-10 10:17:00 Selected 1294069 entries from 1294494 ( 99.9672 % ) 2013-04-10 10:17:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-404.root 2013-04-10 10:17:17 Selected 1294987 entries from 1295436 ( 99.9653 % ) 2013-04-10 10:17:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-405.root 2013-04-10 10:17:33 Selected 1265821 entries from 1266256 ( 99.9656 % ) 2013-04-10 10:17:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-406.root 2013-04-10 10:17:51 Selected 1317753 entries from 1318202 ( 99.9659 % ) 2013-04-10 10:18:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-407.root 2013-04-10 10:18:10 Selected 1322080 entries from 1322481 ( 99.9697 % ) 2013-04-10 10:18:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-408.root 2013-04-10 10:18:33 Selected 1258083 entries from 1258469 ( 99.9693 % ) 2013-04-10 10:18:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-409.root 2013-04-10 10:18:54 Selected 1259456 entries from 1259882 ( 99.9662 % ) 2013-04-10 10:19:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-410.root 2013-04-10 10:19:13 Selected 1311330 entries from 1311715 ( 99.9706 % ) 2013-04-10 10:19:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-411.root 2013-04-10 10:19:33 Selected 1316817 entries from 1317216 ( 99.9697 % ) 2013-04-10 10:19:48 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-412.root 2013-04-10 10:19:50 Selected 1289350 entries from 1289738 ( 99.9699 % ) 2013-04-10 10:20:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-413.root 2013-04-10 10:20:10 Selected 1251126 entries from 1251519 ( 99.9686 % ) 2013-04-10 10:20:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-414.root 2013-04-10 10:20:29 Selected 1279092 entries from 1279533 ( 99.9655 % ) 2013-04-10 10:20:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-415.root 2013-04-10 10:20:48 Selected 1257563 entries from 1257949 ( 99.9693 % ) 2013-04-10 10:21:07 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-416.root 2013-04-10 10:21:09 Selected 1315490 entries from 1315868 ( 99.9713 % ) 2013-04-10 10:21:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-417.root 2013-04-10 10:21:28 Selected 1258194 entries from 1258600 ( 99.9677 % ) 2013-04-10 10:21:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-418.root 2013-04-10 10:21:48 Selected 1295934 entries from 1296373 ( 99.9661 % ) 2013-04-10 10:22:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-419.root 2013-04-10 10:22:07 Selected 1253676 entries from 1254112 ( 99.9652 % ) 2013-04-10 10:22:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-420.root 2013-04-10 10:22:26 Selected 1284923 entries from 1285345 ( 99.9672 % ) 2013-04-10 10:22:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-421.root 2013-04-10 10:22:47 Selected 1283388 entries from 1283754 ( 99.9715 % ) 2013-04-10 10:23:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-422.root 2013-04-10 10:23:07 Selected 1316388 entries from 1316798 ( 99.9689 % ) 2013-04-10 10:23:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-423.root 2013-04-10 10:23:28 Selected 1256062 entries from 1256478 ( 99.9669 % ) 2013-04-10 10:23:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-424.root 2013-04-10 10:23:48 Selected 1301095 entries from 1301533 ( 99.9663 % ) 2013-04-10 10:24:06 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-425.root 2013-04-10 10:24:08 Selected 1254511 entries from 1254887 ( 99.97 % ) 2013-04-10 10:24:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-426.root 2013-04-10 10:24:29 Selected 1287342 entries from 1287750 ( 99.9683 % ) 2013-04-10 10:24:49 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-427.root 2013-04-10 10:24:50 Selected 1261020 entries from 1261406 ( 99.9694 % ) 2013-04-10 10:25:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-428.root 2013-04-10 10:25:12 Selected 1273027 entries from 1273460 ( 99.966 % ) 2013-04-10 10:25:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-429.root 2013-04-10 10:25:33 Selected 1303217 entries from 1303659 ( 99.9661 % ) 2013-04-10 10:25:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-430.root 2013-04-10 10:25:52 Selected 1258032 entries from 1258450 ( 99.9668 % ) 2013-04-10 10:26:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-431.root 2013-04-10 10:26:14 Selected 1257305 entries from 1257729 ( 99.9663 % ) 2013-04-10 10:26:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-432.root 2013-04-10 10:26:34 Selected 1261177 entries from 1261588 ( 99.9674 % ) 2013-04-10 10:26:53 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-433.root 2013-04-10 10:26:55 Selected 1290363 entries from 1290785 ( 99.9673 % ) 2013-04-10 10:27:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-434.root 2013-04-10 10:27:17 Selected 1264184 entries from 1264618 ( 99.9657 % ) 2013-04-10 10:27:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-435.root 2013-04-10 10:27:35 Selected 1261302 entries from 1261723 ( 99.9666 % ) 2013-04-10 10:27:55 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-436.root 2013-04-10 10:27:57 Selected 1291067 entries from 1291480 ( 99.968 % ) 2013-04-10 10:28:16 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-437.root 2013-04-10 10:28:18 Selected 1289136 entries from 1289539 ( 99.9687 % ) 2013-04-10 10:28:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-438.root 2013-04-10 10:28:35 Selected 1315624 entries from 1316028 ( 99.9693 % ) 2013-04-10 10:28:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-439.root 2013-04-10 10:28:52 Selected 1258277 entries from 1258693 ( 99.9669 % ) 2013-04-10 10:29:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-440.root 2013-04-10 10:29:09 Selected 1313848 entries from 1314268 ( 99.968 % ) 2013-04-10 10:29:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-441.root 2013-04-10 10:29:28 Selected 1267269 entries from 1267704 ( 99.9657 % ) 2013-04-10 10:29:46 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-442.root 2013-04-10 10:29:48 Selected 1310195 entries from 1310626 ( 99.9671 % ) 2013-04-10 10:30:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-443.root 2013-04-10 10:30:05 Selected 1267887 entries from 1268315 ( 99.9663 % ) 2013-04-10 10:30:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-444.root 2013-04-10 10:30:24 Selected 1262120 entries from 1262538 ( 99.9669 % ) 2013-04-10 10:30:42 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-445.root 2013-04-10 10:30:44 Selected 1252324 entries from 1252743 ( 99.9666 % ) 2013-04-10 10:31:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-446.root 2013-04-10 10:31:02 Selected 1265580 entries from 1265998 ( 99.967 % ) 2013-04-10 10:31:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-447.root 2013-04-10 10:31:19 Selected 1268803 entries from 1269248 ( 99.9649 % ) 2013-04-10 10:31:34 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-448.root 2013-04-10 10:31:36 Selected 1296081 entries from 1296465 ( 99.9704 % ) 2013-04-10 10:31:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-449.root 2013-04-10 10:31:55 Selected 1264906 entries from 1265323 ( 99.967 % ) 2013-04-10 10:32:12 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-450.root 2013-04-10 10:32:14 Selected 1259192 entries from 1259671 ( 99.962 % ) 2013-04-10 10:32:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-451.root 2013-04-10 10:32:33 Selected 1319068 entries from 1319539 ( 99.9643 % ) 2013-04-10 10:32:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-452.root 2013-04-10 10:32:52 Selected 1272193 entries from 1272618 ( 99.9666 % ) 2013-04-10 10:33:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-453.root 2013-04-10 10:33:11 Selected 1315455 entries from 1315863 ( 99.969 % ) 2013-04-10 10:33:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-454.root 2013-04-10 10:33:28 Selected 1260168 entries from 1260567 ( 99.9683 % ) 2013-04-10 10:33:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-455.root 2013-04-10 10:33:45 Selected 1314900 entries from 1315306 ( 99.9691 % ) 2013-04-10 10:34:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-456.root 2013-04-10 10:34:02 Selected 1268821 entries from 1269186 ( 99.9712 % ) 2013-04-10 10:34:21 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-457.root 2013-04-10 10:34:23 Selected 1267471 entries from 1267889 ( 99.967 % ) 2013-04-10 10:34:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-458.root 2013-04-10 10:34:42 Selected 1262649 entries from 1263039 ( 99.9691 % ) 2013-04-10 10:34:59 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-459.root 2013-04-10 10:35:00 Selected 1291010 entries from 1291414 ( 99.9687 % ) 2013-04-10 10:35:17 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-460.root 2013-04-10 10:35:19 Selected 1320977 entries from 1321412 ( 99.9671 % ) 2013-04-10 10:35:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-461.root 2013-04-10 10:35:41 Selected 1315599 entries from 1315976 ( 99.9714 % ) 2013-04-10 10:36:00 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-462.root 2013-04-10 10:36:02 Selected 1290469 entries from 1290838 ( 99.9714 % ) 2013-04-10 10:36:18 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-463.root 2013-04-10 10:36:20 Selected 1315807 entries from 1316202 ( 99.97 % ) 2013-04-10 10:36:35 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-464.root 2013-04-10 10:36:36 Selected 1263832 entries from 1264270 ( 99.9654 % ) 2013-04-10 10:36:54 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-465.root 2013-04-10 10:36:56 Selected 1269436 entries from 1269884 ( 99.9647 % ) 2013-04-10 10:37:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-466.root 2013-04-10 10:37:17 Selected 1275644 entries from 1276042 ( 99.9688 % ) 2013-04-10 10:37:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-467.root 2013-04-10 10:37:35 Selected 1262525 entries from 1262958 ( 99.9657 % ) 2013-04-10 10:37:51 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-468.root 2013-04-10 10:37:53 Selected 1269992 entries from 1270430 ( 99.9655 % ) 2013-04-10 10:38:10 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-469.root 2013-04-10 10:38:12 Selected 1288103 entries from 1288517 ( 99.9679 % ) 2013-04-10 10:38:32 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-470.root 2013-04-10 10:38:34 Selected 1274528 entries from 1274953 ( 99.9667 % ) 2013-04-10 10:38:52 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-471.root 2013-04-10 10:38:54 Selected 1257868 entries from 1258294 ( 99.9661 % ) 2013-04-10 10:39:09 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-472.root 2013-04-10 10:39:11 Selected 1263869 entries from 1264295 ( 99.9663 % ) 2013-04-10 10:39:26 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-473.root 2013-04-10 10:39:28 Selected 1319660 entries from 1320114 ( 99.9656 % ) 2013-04-10 10:39:44 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-474.root 2013-04-10 10:39:46 Selected 1305332 entries from 1305713 ( 99.9708 % ) 2013-04-10 10:40:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-475.root 2013-04-10 10:40:03 Selected 1260356 entries from 1260741 ( 99.9695 % ) 2013-04-10 10:40:22 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-476.root 2013-04-10 10:40:24 Selected 1312610 entries from 1313020 ( 99.9688 % ) 2013-04-10 10:40:39 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-477.root 2013-04-10 10:40:41 Selected 1271318 entries from 1271758 ( 99.9654 % ) 2013-04-10 10:40:58 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-478.root 2013-04-10 10:40:59 Selected 1264136 entries from 1264501 ( 99.9711 % ) 2013-04-10 10:41:15 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-479.root 2013-04-10 10:41:17 Selected 1269835 entries from 1270211 ( 99.9704 % ) 2013-04-10 10:41:36 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-480.root 2013-04-10 10:41:37 Selected 1298021 entries from 1298444 ( 99.9674 % ) 2013-04-10 10:41:56 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-481.root 2013-04-10 10:41:58 Selected 1266765 entries from 1267169 ( 99.9681 % ) 2013-04-10 10:42:19 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-482.root 2013-04-10 10:42:21 Selected 1271419 entries from 1271817 ( 99.9687 % ) 2013-04-10 10:42:40 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-483.root 2013-04-10 10:42:42 Selected 1311284 entries from 1311688 ( 99.9692 % ) 2013-04-10 10:43:01 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-484.root 2013-04-10 10:43:03 Selected 1287386 entries from 1287848 ( 99.9641 % ) 2013-04-10 10:43:24 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-485.root 2013-04-10 10:43:26 Selected 1258608 entries from 1259026 ( 99.9668 % ) 2013-04-10 10:43:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-486.root 2013-04-10 10:43:47 Selected 1280583 entries from 1280992 ( 99.9681 % ) 2013-04-10 10:44:04 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-487.root 2013-04-10 10:44:06 Selected 1292308 entries from 1292728 ( 99.9675 % ) 2013-04-10 10:44:23 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-488.root 2013-04-10 10:44:25 Selected 1263519 entries from 1263929 ( 99.9676 % ) 2013-04-10 10:44:45 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-489.root 2013-04-10 10:44:47 Selected 1317940 entries from 1318328 ( 99.9706 % ) 2013-04-10 10:45:03 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-490.root 2013-04-10 10:45:06 Selected 1311525 entries from 1311907 ( 99.9709 % ) 2013-04-10 10:45:27 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-491.root 2013-04-10 10:45:29 Selected 1258641 entries from 1259032 ( 99.9689 % ) 2013-04-10 10:45:47 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-492.root 2013-04-10 10:45:49 Selected 1315801 entries from 1316199 ( 99.9698 % ) 2013-04-10 10:46:05 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-493.root 2013-04-10 10:46:07 Selected 1319956 entries from 1320370 ( 99.9686 % ) 2013-04-10 10:46:28 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-494.root 2013-04-10 10:46:30 Selected 1290107 entries from 1290503 ( 99.9693 % ) 2013-04-10 10:46:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-495.root 2013-04-10 10:46:51 Selected 1310526 entries from 1310936 ( 99.9687 % ) 2013-04-10 10:47:08 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-496.root 2013-04-10 10:47:10 Selected 1319870 entries from 1320315 ( 99.9663 % ) 2013-04-10 10:47:31 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-497.root 2013-04-10 10:47:33 Selected 1267963 entries from 1268410 ( 99.9648 % ) 2013-04-10 10:47:50 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-498.root 2013-04-10 10:47:51 Selected 1265961 entries from 1266359 ( 99.9686 % ) 2013-04-10 10:48:11 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-499.root 2013-04-10 10:48:13 Selected 1311636 entries from 1312027 ( 99.9702 % ) 2013-04-10 10:48:33 Using evaluation file /castor/cern.ch/user/j/jonrob/ProtoParticlePIDtuples/MC12-Binc-nu2.5/Reco14-500.root 2013-04-10 10:48:35 Selected 1286353 entries from 1286730 ( 99.9707 % ) 2013-04-10 10:50:42 Making final performance plots ... 2013-04-10 10:50:43 Creating Eff V Purity text file : text/UpstreamPionEffVPurity-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 10:50:44 Creating Eff V OverallMisID text file : text/UpstreamPionEffVOverallMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 10:50:44 Creating Eff V Electron MisID text file : text/UpstreamPionEffVElectronMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 10:50:45 Creating Eff V Ghost MisID text file : text/UpstreamPionEffVGhostMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 10:50:45 Creating Eff V Kaon MisID text file : text/UpstreamPionEffVKaonMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 10:50:46 Creating Eff V Muon MisID text file : text/UpstreamPionEffVMuonMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 10:50:47 Creating Eff V Proton MisID text file : text/UpstreamPionEffVProtonMisID-TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4.txt 2013-04-10 10:51:07 Finished... removed `train-config.txt' removed `MVA.txt' removed `datafiles.txt' removed `TRAINING-RUNNING' Wed Apr 10 10:51:10 CEST 2013