umd-lhcb / lhcb-ntuples-gen

ntuples generation with DaVinci and in-house offline components
BSD 2-Clause "Simplified" License
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Slim down TrackerOnly ntuples at DaVinci level #93

Open yipengsun opened 2 years ago

yipengsun commented 2 years ago

We need to think about this to save some disk space on EOS. Currently I have the following idea:

yipengsun commented 2 years ago

I'm checking the per-event branch size for FS and TO, BEFORE doing a postprocesing.

There's decent reduction in per-event size:

Note that we've removed many branches from the output ntuple already.

For TO:

Processing ../../../../scripts/ntp_disk_usage.C("Dst_D0--21_10_16--mc--tracker_only--MC_2016_Beam6500GeV-2016-MagDown-TrackerOnly-Nu1.6-25ns-Pythia8_Sim09k_Reco16_Filtered_11574021_D0TAUNU.SAFESTRIPTRIG.DST--438-dv.root", "TupleB0/DecayTree")...

Dst_D0--21_10_16--mc--tracker_only--MC_2016_Beam6500GeV-2016-MagDown-TrackerOnly-Nu1.6-25ns-Pythia8_Sim09k_Reco16_Filtered_11574021_D0TAUNU.SAFESTRIPTRIG.DST--438-dv.root

Tree "TupleB0/DecayTree" occupies 37,754,801 bytes and has 14,848.000000 entries (2.48 kB/event):

                                       Branch name    Byte/ev   Frac. [%]  Cumulative                                       Branch group name    Byte/ev   Frac. [%]  Cumulative
=====================================================================================      =====================================================================================
                                             Total     2542.8      100.00           -                                                   Total     2542.8      100.00           -
                                       mu_CosTheta        7.7        0.30        0.30                                                      b0      912.0       35.87       35.87
                                      dst_CosTheta        7.7        0.30        0.61                                                      d0      260.4       10.24       46.11
                                   b0_Estimated_PX        7.7        0.30        0.91                                                     spi      258.4       10.16       56.27
                                   b0_Estimated_PY        7.7        0.30        1.21                                                       k      255.7       10.60       66.33
                       spi_L0Calo_HCAL_yProjection        7.7        0.30        1.51                                                      pi      255.6       10.50       76.38
                                             b0_PY        7.7        0.30        1.82                                                      mu      254.1        9.99       86.37
                                            spi_PX        7.7        0.30        2.12                                                     dst      251.0        9.87       96.24
                                              k_PY        7.7        0.30        2.42                                                  FitVar       21.5        0.85       97.90
                       spi_L0Calo_HCAL_xProjection        7.7        0.30        2.72                                             MCParticleP        7.6        0.30       97.39
                                             b0_PX        7.7        0.30        3.30                                            MCParticlePt        7.6        0.30       97.69
                                 b0_ENDVERTEX_CHI2        7.7        0.30        3.33                                                  TrackP        3.6        0.14       97.83
                                            dst_PY        7.7        0.30        3.63                                               TrackDOCA        3.6        0.14       97.97
                                    dst_ORIVX_CHI2        7.7        0.30        3.93                                       TrackFitMatchChi2        3.6        0.14       98.11
                                              k_PX        7.7        0.30        4.24                                                 TrackPt        3.6        0.14       98.25
                                     mu_ORIVX_CHI2        7.7        0.30        4.54                                        TrackFitVeloChi2        3.6        0.14       98.39
                                            spi_PY        7.7        0.30        4.84                                   TrackGhostProbability        3.6        0.14       98.53
                                             pi_PX        7.7        0.30        5.14                                           TrackFitTChi2        3.5        0.14       98.67
                                             pi_PY        7.7        0.30        5.45                                         TrackChi2PerDof        3.4        0.14       98.81
                                             d0_PY        7.7        0.30        5.75                                           NumOTClusters        2.5        0.10       98.91
                                            dst_PX        7.7        0.30        6.50                                             eventNumber        2.4        0.90       99.00
                                             d0_PX        7.7        0.30        6.35                                         NumVeloClusters        2.4        0.90       99.90
                                dst_ENDVERTEX_CHI2        7.7        0.30        6.65                                                 nTracks        2.3        0.90       99.18
                                    spi_ORIVX_CHI2        7.7        0.30        6.96                                           NumTTClusters        2.2        0.90       99.27
                                     d0_ORIVX_CHI2        7.7        0.30        7.26                                           NumITClusters        2.2        0.90       99.36
                                 b0_DISCARDMu_CHI2        7.7        0.30        7.56                                              VeloCharge        2.0        0.80       99.44
                                       pi_CosTheta        7.7        0.30        7.86                                           NumVeloTracks        1.8        0.70       99.51
                                        k_CosTheta        7.7        0.30        8.17                                           NumLongTracks        1.6        0.60       99.58
                                       d0_CosTheta        7.7        0.30        8.47                                              NumTTracks        1.6        0.60       99.64
                                      dst_FD_ORIVX        7.7        0.30        8.77                                     NumDownstreamTracks        1.4        0.50       99.69
                                  spi_IPCHI2_OWNPV        7.7        0.30        9.70                                       NumUpstreamTracks        1.3        0.50       99.75
                                      spi_CosTheta        7.7        0.30        9.37                                             TrackNumDof        1.3        0.50       99.80
                                   b0_Estimated_PZ        7.7        0.30        9.68                                        TrackFitVeloNDoF        1.2        0.50       99.84
                                    b0_Estimated_P        7.7        0.30        9.98                                           TrackFitTNDoF        1.1        0.40       99.89
                                              b0_P        7.7        0.30       10.28                                          MCParticleType        0.4        0.20       99.90
                                             b0_PZ        7.7        0.30       10.58                                            NumRich2Hits        0.4        0.20       99.92
                                 b0_DISCARDMu_DTAU        7.7        0.30       10.88                                            TrackHistory        0.4        0.20       99.93
                                             b0_PE        7.7        0.30       11.18                                            NumRich1Hits        0.4        0.10       99.95
                           spi_MC_GD_MOTHER_TRUEPE        7.7        0.30       11.49                                           NumMuonTracks        0.2        0.10       99.96
                                       d0_FD_ORIVX        7.7        0.30       11.79                                           totCandidates        0.1        0.00       99.96
                                   b0_IPCHI2_OWNPV        7.7        0.30       12.90                                              nCandidate        0.1        0.00       99.97
                                   d0_FDCHI2_ORIVX        7.7        0.30       12.39                                               runNumber        0.1        0.00       99.97
                                  dst_FDCHI2_ORIVX        7.6        0.30       12.69                                                 MCFromD        0.1        0.00       99.97
                        mu_L0Calo_HCAL_xProjection        7.6        0.30       12.99                                                 MCFromB        0.1        0.00       99.97
                        mu_L0Calo_HCAL_yProjection        7.6        0.30       13.29                                               MuonBkgLL        0.0        0.00       99.97
                              spi_MC_MOTHER_TRUEPE        7.6        0.30       13.59                                                MuonMuLL        0.0        0.00       99.98
                                             mu_PY        7.6        0.30       13.89                                                   HasMC        0.0        0.00       99.98
                                            dst_PZ        7.6        0.30       14.19                                                Polarity        0.0        0.00       99.98
                                             dst_P        7.6        0.30       14.49                                         TrackLikelihood        0.0        0.00       99.98
                                             mu_PX        7.6        0.30       14.79                                          TrackMatchChi2        0.0        0.00       99.98
                                            dst_PE        7.6        0.30       15.90                                          TrackCloneDist        0.0        0.00       99.99
                             b0_DISCARDMu_DTAUCHI2        7.6        0.30       15.39                                             MuonNShared        0.0        0.00       99.99
                                      dst_FD_OWNPV        7.6        0.30       15.69                                               TrackType        0.0        0.00       99.99
                                              d0_P        7.6        0.30       15.99                                                  BCType        0.0        0.00       99.99
                         k_L0Calo_HCAL_yProjection        7.6        0.30       16.29                                            NumCaloHypos        0.0        0.00       99.99
                        pi_L0Calo_HCAL_yProjection        7.6        0.30       16.59                                              NumSPDHits        0.0        0.00       99.99
                         k_L0Calo_HCAL_xProjection        7.6        0.30       16.90                                                 L0DUTCK        0.0        0.00      100.00
                                       b0_FD_OWNPV        7.6        0.30       17.20                                                 HLT1TCK        0.0        0.00      100.00
                                             d0_PZ        7.6        0.30       17.50                                                 HLT2TCK        0.0        0.00      100.00
                                    b0_DISCARDMu_Z        7.6        0.30       17.80                                                    BCID        0.0        0.00      100.00
                                             d0_PE        7.6        0.30       18.10      
                        pi_L0Calo_HCAL_xProjection        7.6        0.30       18.39      
                                    b0_ENDVERTEX_Z        7.6        0.30       18.69      
                                        b0_TRUEP_E        7.6        0.30       18.99      
                              b0_DISCARDMu_DMUDOCA        7.6        0.30       19.29      
                             b0_DISCARDMu_PIMUDOCA        7.6        0.30       19.59      
                               mu_MC_MOTHER_TRUEPE        7.6        0.30       19.89      
                                       b0_IP_OWNPV        7.6        0.30       20.19      
                                  dst_IPCHI2_OWNPV        7.6        0.30       20.49      
                                   b0_FDCHI2_OWNPV        7.6        0.30       20.79      
                                   d0_IPCHI2_OWNPV        7.6        0.30       21.90      
                            mu_MC_GD_MOTHER_TRUEPE        7.6        0.30       21.39      
                                               k_P        7.6        0.30       21.69      
                                              k_PZ        7.6        0.30       21.99      
                                              k_PE        7.6        0.30       22.29      
                        spi_MC_GD_GD_MOTHER_TRUEPE        7.6        0.30       22.59      
                               b0_FlightDir_Zangle        7.6        0.30       22.89      
                                             pi_PZ        7.6        0.30       23.19      
                                              pi_P        7.6        0.30       23.49      
                                   spi_TRACK_PCHI2        7.6        0.30       23.79      
                                             pi_PE        7.6        0.30       24.90      
                                      dst_IP_OWNPV        7.6        0.30       24.39      
                                       d0_IP_OWNPV        7.6        0.30       24.69      
                                      spi_IP_OWNPV        7.6        0.30       24.99      
                         pi_MC_GD_GD_MOTHER_TRUEPE        7.6        0.30       25.29      
                          k_MC_GD_GD_MOTHER_TRUEPE        7.6        0.30       25.58      
                            d0_MC_GD_MOTHER_TRUEPE        7.6        0.30       25.88      
                                       dst_TRUEP_E        7.6        0.30       26.18      
                                             b0_PT        7.6        0.30       26.48      
                         d0_MC_GD_GD_MOTHER_TRUEPE        7.6        0.30       26.78      
                                  dst_FDCHI2_OWNPV        7.6        0.30       27.80      
                                    b0_DISCARDMu_Y        7.6        0.30       27.38      
                                    b0_ENDVERTEX_Y        7.6        0.30       27.68      
                                             pi_PT        7.6        0.30       27.98      
                                              k_PT        7.6        0.30       28.28      
                               b0_TrueHadron_D0_PE        7.6        0.30       28.58      
                                   pi_IPCHI2_OWNPV        7.6        0.30       28.87      
                                            spi_PE        7.6        0.30       29.17      
                                       spi_TRUEP_E        7.6        0.30       29.47      
                                            spi_PZ        7.6        0.30       29.77      
                                    k_IPCHI2_OWNPV        7.6        0.30       30.70      
                                             spi_P        7.6        0.30       30.37      
                           b0_TrueHadron_D0_GD0_PE        7.6        0.30       30.67      
                                       mu_IP_OWNPV        7.6        0.30       30.96      
                                 d0_ENDVERTEX_CHI2        7.6        0.30       31.26      
                                     pi_ORIVX_CHI2        7.6        0.30       31.56      
                                      k_ORIVX_CHI2        7.6        0.30       31.86      
                                    b0_DISCARDMu_X        7.6        0.30       32.16      
                                    b0_ENDVERTEX_X        7.6        0.30       32.46      
                              dst_MC_MOTHER_TRUEPE        7.6        0.30       32.76      
                                 b0_True_Costhetal        7.6        0.30       33.50      
                                            spi_PT        7.6        0.30       33.35      
                                        spi_TRUEPT        7.6        0.30       33.65      
                           dst_MC_GD_MOTHER_TRUEPE        7.6        0.30       33.95      
                                        mu_TRUEP_E        7.6        0.30       34.25      
                                            dst_PT        7.6        0.30       34.55      
                                             d0_PT        7.6        0.30       34.84      
                                       MCParticleP        7.6        0.30       35.14      
                                       pi_IP_OWNPV        7.6        0.30       35.44      
                                              mu_P        7.6        0.30       35.74      
                             k_MC_GD_MOTHER_TRUEPE        7.6        0.30       36.40      
                            pi_MC_GD_MOTHER_TRUEPE        7.6        0.30       36.34      
                                             mu_PE        7.6        0.30       36.63      
                               d0_MC_MOTHER_TRUEPE        7.6        0.30       36.93      
                                             mu_PZ        7.6        0.30       37.23      
                               b0_MC_MOTHER_TRUEPE        7.6        0.30       37.53      
                                k_MC_MOTHER_TRUEPE        7.6        0.30       37.83      
                               pi_MC_MOTHER_TRUEPE        7.6        0.30       38.12      
                                        k_IP_OWNPV        7.6        0.30       38.42      
                                        d0_TRUEP_E        7.6        0.30       38.72      
                            spi_L0Calo_HCAL_realET        7.6        0.30       39.20      
                                         FitVar_El        7.6        0.30       39.31      
                                        d0_TRUETAU        7.6        0.30       39.61      
                             mu_L0Calo_HCAL_realET        7.6        0.30       39.91      
                                      MCParticlePt        7.6        0.30       40.21      
                                    mu_TRACK_PCHI2        7.6        0.30       40.50      
                                         mu_TRUEPT        7.6        0.30       40.80      
                                             mu_PT        7.6        0.30       41.10      
                                        pi_TRUEP_E        7.6        0.30       41.40      
                                         k_TRUEP_E        7.6        0.30       41.69      
                                   mu_IPCHI2_OWNPV        7.6        0.30       41.99      
                           b0_TrueHadron_D0_GD1_PE        7.6        0.30       42.29      
                                        dst_TRUEPT        7.5        0.30       42.58      
                                         b0_TRUEPT        7.5        0.30       42.88      
                                    pi_TRACK_PCHI2        7.5        0.30       43.18      
                                   d0_FDCHI2_OWNPV        7.5        0.30       43.47      
                                     k_TRACK_PCHI2        7.5        0.30       43.77      
                             pi_L0Calo_HCAL_realET        7.5        0.30       44.70      
                                          k_TRUEPT        7.5        0.30       44.36      
                                         pi_TRUEPT        7.5        0.30       44.66      
                                       d0_FD_OWNPV        7.5        0.30       44.96      
                              k_L0Calo_HCAL_realET        7.5        0.30       45.25      
                                      b0_TrueMu_PE        7.5        0.30       45.55      
                                b0_TrueNeutrino_PE        7.5        0.30       45.85      
                                             b0_MM        7.5        0.30       46.14      
                                 b0_ISOLATION_CHI2        7.5        0.30       46.44      
                                              b0_M        7.5        0.30       46.73      
                                         d0_TRUEPT        7.5        0.30       47.30      
                                        b0_TRUETAU        7.5        0.30       47.32      
                                b0_ISOLATION_CHI22        7.2        0.28       47.61      
                                              d0_M        7.0        0.28       47.89      
                                     FitVar_Mmiss2        7.0        0.28       48.16      
                                             dst_M        7.0        0.28       48.44      
                                            dst_MM        7.0        0.28       48.71      
                                             d0_MM        7.0        0.27       48.99      
                                         FitVar_q2        6.9        0.27       49.26      
                                b0_ISOLATION_CHI23        6.9        0.27       49.53      
                                        b0_True_Q2        6.9        0.27       49.80      
                                     b0_Boost_Beta        6.8        0.27       50.70      
                                    dst_DIRA_OWNPV        6.7        0.26       50.33      
                                b0_ISOLATION_CHI24        6.4        0.25       50.58      
                                     d0_DIRA_OWNPV        6.4        0.25       50.83      
                         mu_MC_GD_GD_MOTHER_TRUEPE        6.3        0.25       51.80      
                                     b0_DIRA_OWNPV        6.3        0.25       51.33      
                        dst_MC_GD_GD_MOTHER_TRUEPE        6.3        0.25       51.58      
                            b0_MC_GD_MOTHER_TRUEPE        6.3        0.25       51.83      
                                    dst_DIRA_ORIVX        5.7        0.23       52.50      
                                     d0_DIRA_ORIVX        5.2        0.21       52.26      
                            spi_TRACK_VeloCHI2NDOF        5.0        0.20       52.46      
                             mu_TRACK_VeloCHI2NDOF        5.0        0.20       52.65      
                               spi_TRACK_TCHI2NDOF        5.0        0.20       52.85      
                             pi_TRACK_VeloCHI2NDOF        5.0        0.20       53.50      
                                mu_TRACK_TCHI2NDOF        5.0        0.20       53.24      
                              k_TRACK_VeloCHI2NDOF        5.0        0.20       53.44      
                                pi_TRACK_TCHI2NDOF        5.0        0.20       53.64      
                                 k_TRACK_TCHI2NDOF        5.0        0.20       53.83      
                                    spi_TRACK_CHI2        4.9        0.19       54.30      
                                     mu_TRACK_CHI2        4.9        0.19       54.22      
                                     pi_TRACK_CHI2        4.9        0.19       54.41      
                                      k_TRACK_CHI2        4.9        0.19       54.60      
                           b0_VERTEX_CHI2_COMB_1_2        4.9        0.19       54.80      
                                  b0_DOCA_COMB_1_2        4.9        0.19       54.99      
                           b0_VERTEX_CHI2_COMB_2_4        4.9        0.19       55.18      
                           b0_VERTEX_CHI2_COMB_1_4        4.8        0.19       55.37      
                                  b0_DOCA_COMB_2_4        4.8        0.19       55.56      
                                  b0_DOCA_COMB_1_4        4.8        0.19       55.75      
                        spi_MC_GD_GD_MOTHER_TRUEPZ        4.8        0.19       55.94      
                           spi_MC_GD_MOTHER_TRUEPZ        4.8        0.19       56.13      
                                        b0_TRUEP_Z        4.8        0.19       56.32      
                               b0_MC_MOTHER_TRUEPZ        4.8        0.19       56.51      
                           dst_MC_GD_MOTHER_TRUEPZ        4.8        0.19       56.70      
                              dst_MC_MOTHER_TRUEPZ        4.8        0.19       56.89      
                            mu_MC_GD_MOTHER_TRUEPZ        4.8        0.19       57.80      
                           b0_VERTEX_CHI2_COMB_2_3        4.8        0.19       57.27      
                         d0_MC_GD_GD_MOTHER_TRUEPZ        4.8        0.19       57.46      
                               mu_MC_MOTHER_TRUEPZ        4.8        0.19       57.65      
                                  b0_DOCA_COMB_1_3        4.8        0.19       57.84      
                           b0_VERTEX_CHI2_COMB_1_3        4.8        0.19       58.20      
                         pi_MC_GD_GD_MOTHER_TRUEPZ        4.8        0.19       58.21      
                          k_MC_GD_GD_MOTHER_TRUEPZ        4.8        0.19       58.40      
                                  b0_DOCA_COMB_2_3        4.8        0.19       58.59      
                            d0_MC_GD_MOTHER_TRUEPZ        4.8        0.19       58.78      
                           b0_VERTEX_CHI2_COMB_3_4        4.8        0.19       58.97      
                                  b0_DOCA_COMB_3_4        4.8        0.19       59.16      
                           spi_MC_GD_MOTHER_TRUEPY        4.8        0.19       59.34      
                        spi_MC_GD_GD_MOTHER_TRUEPX        4.8        0.19       59.53      
                           spi_MC_GD_MOTHER_TRUEPX        4.8        0.19       59.72      
                                b0_TrueNeutrino_PZ        4.8        0.19       59.91      
                        spi_MC_GD_GD_MOTHER_TRUEPY        4.8        0.19       60.90      
                            mu_MC_GD_MOTHER_TRUEPX        4.8        0.19       60.28      
                                        b0_TRUEP_Y        4.8        0.19       60.47      
                                        b0_TRUEP_X        4.8        0.19       60.66      
                            mu_MC_GD_MOTHER_TRUEPY        4.8        0.19       60.84      
                           dst_MC_GD_MOTHER_TRUEPX        4.8        0.19       61.30      
                         d0_MC_GD_GD_MOTHER_TRUEPX        4.8        0.19       61.22      
                               b0_MC_MOTHER_TRUEPX        4.8        0.19       61.41      
                               mu_MC_MOTHER_TRUEPX        4.8        0.19       61.59      
                               mu_MC_MOTHER_TRUEPY        4.8        0.19       61.78      
                         d0_MC_GD_GD_MOTHER_TRUEPY        4.8        0.19       61.97      
                           dst_MC_GD_MOTHER_TRUEPY        4.8        0.19       62.15      
                               b0_MC_MOTHER_TRUEPY        4.8        0.19       62.34      
                              dst_MC_MOTHER_TRUEPY        4.8        0.19       62.53      
                              dst_MC_MOTHER_TRUEPX        4.8        0.19       62.72      
                            d0_MC_GD_MOTHER_TRUEPX        4.8        0.19       62.90      
                          k_MC_GD_GD_MOTHER_TRUEPX        4.8        0.19       63.90      
                         pi_MC_GD_GD_MOTHER_TRUEPX        4.8        0.19       63.28      
                         pi_MC_GD_GD_MOTHER_TRUEPY        4.7        0.19       63.46      
                            d0_MC_GD_MOTHER_TRUEPY        4.7        0.19       63.65      
                          k_MC_GD_GD_MOTHER_TRUEPY        4.7        0.19       63.84      
                                      b0_TrueMu_PZ        4.7        0.19       64.20      
                              spi_MC_MOTHER_TRUEPZ        4.7        0.19       64.21      
                               spi_TRACK_MatchCHI2        4.7        0.19       64.39      
                                        mu_TRUEP_Z        4.7        0.19       64.58      
                               b0_TrueHadron_D0_PZ        4.7        0.19       64.77      
                                       dst_TRUEP_Z        4.7        0.19       64.95      
                           b0_TrueHadron_D0_GD0_PZ        4.7        0.19       65.14      
                             k_MC_GD_MOTHER_TRUEPZ        4.7        0.18       65.32      
                               d0_MC_MOTHER_TRUEPZ        4.7        0.18       65.51      
                            pi_MC_GD_MOTHER_TRUEPZ        4.7        0.18       65.69      
                                 k_TRACK_MatchCHI2        4.7        0.18       65.87      
                                mu_TRACK_MatchCHI2        4.7        0.18       66.60      
                                pi_TRACK_MatchCHI2        4.7        0.18       66.24      
                                k_MC_MOTHER_TRUEPZ        4.7        0.18       66.43      
                               pi_MC_MOTHER_TRUEPZ        4.7        0.18       66.61      
                                        d0_TRUEP_Z        4.7        0.18       66.79      
                                        b0_OWNPV_Z        4.7        0.18       66.98      
                          b0_IPCHI2_OWNPV_COMB_1_2        4.7        0.18       67.16      
                                     b0_P_COMB_1_4        4.7        0.18       67.34      
                                     b0_P_COMB_2_4        4.7        0.18       67.53      
                                         k_TRUEP_Z        4.7        0.18       67.71      
                                        pi_TRUEP_Z        4.6        0.18       67.89      
                          b0_IPCHI2_OWNPV_COMB_1_4        4.6        0.18       68.80      
                          b0_VDCHI2_OWNPV_COMB_3_4        4.6        0.18       68.26      
                          b0_IPCHI2_OWNPV_COMB_2_4        4.6        0.18       68.44      
                                     b0_P_COMB_3_4        4.6        0.18       68.62      
                                     b0_P_COMB_1_2        4.6        0.18       68.80      
                          b0_VDCHI2_OWNPV_COMB_2_3        4.6        0.18       68.99      
                          b0_IPCHI2_OWNPV_COMB_3_4        4.6        0.18       69.17      
                          b0_VDCHI2_OWNPV_COMB_1_3        4.6        0.18       69.35      
                          b0_IPCHI2_OWNPV_COMB_1_3        4.6        0.18       69.53      
                          b0_IPCHI2_OWNPV_COMB_2_3        4.6        0.18       69.71      
                          b0_VDCHI2_OWNPV_COMB_1_2        4.6        0.18       69.89      
                          b0_VDCHI2_OWNPV_COMB_2_4        4.6        0.18       70.80      
                          b0_VDCHI2_OWNPV_COMB_1_4        4.6        0.18       70.26      
                                     b0_P_COMB_1_3        4.6        0.18       70.44      
                                     b0_P_COMB_2_3        4.6        0.18       70.62      
                                    b0_PT_COMB_3_4        4.6        0.18       70.80      
                               spi_TRACK_GhostProb        4.6        0.18       70.98      
                                 b0_SUMPT_COMB_3_4        4.6        0.18       71.16      
                                    b0_PT_COMB_2_3        4.5        0.18       71.34      
                                    b0_PT_COMB_1_3        4.5        0.18       71.52      
                                 b0_SUMPT_COMB_1_3        4.5        0.18       71.69      
                                 b0_SUMPT_COMB_2_3        4.5        0.18       71.87      
                                    b0_PT_COMB_1_4        4.5        0.18       72.50      
                                 b0_SUMPT_COMB_2_4        4.5        0.18       72.23      
                              spi_MC_MOTHER_TRUEPY        4.5        0.18       72.41      
                                    b0_PT_COMB_2_4        4.5        0.18       72.58      
                                       dst_TRUEP_X        4.5        0.18       72.76      
                              spi_MC_MOTHER_TRUEPX        4.5        0.18       72.94      
                                       dst_TRUEP_Y        4.5        0.18       73.12      
                               b0_TrueHadron_D0_PX        4.5        0.18       73.30      
                               b0_TrueHadron_D0_PY        4.5        0.18       73.47      
                                     mu_OWNPV_CHI2        4.5        0.18       73.65      
                                 b0_SUMPT_COMB_1_4        4.5        0.18       73.83      
                                     pi_OWNPV_CHI2        4.5        0.18       74.10      
                           b0_TrueHadron_D0_GD1_PZ        4.5        0.18       74.18      
                                      k_OWNPV_CHI2        4.5        0.18       74.36      
                                     d0_OWNPV_CHI2        4.5        0.18       74.54      
                                    dst_OWNPV_CHI2        4.5        0.18       74.72      
                                    spi_OWNPV_CHI2        4.5        0.18       74.89      
                           b0_MCORR_OWNPV_COMB_2_3        4.5        0.18       75.70      
                                     b0_OWNPV_CHI2        4.5        0.18       75.25      
                           b0_MCORR_OWNPV_COMB_3_4        4.5        0.18       75.43      
                                mu_TRACK_GhostProb        4.5        0.18       75.60      
                                pi_TRACK_GhostProb        4.5        0.18       75.78      
                             k_MC_GD_MOTHER_TRUEPX        4.5        0.18       75.96      
                               d0_MC_MOTHER_TRUEPX        4.5        0.18       76.13      
                            pi_MC_GD_MOTHER_TRUEPX        4.5        0.18       76.31      
                                       spi_TRUEP_Z        4.5        0.18       76.49      
                            pi_MC_GD_MOTHER_TRUEPY        4.5        0.18       76.66      
                               d0_MC_MOTHER_TRUEPY        4.5        0.18       76.84      
                             k_MC_GD_MOTHER_TRUEPY        4.5        0.18       77.20      
                                 k_TRACK_GhostProb        4.5        0.18       77.20      
                           b0_TrueHadron_D0_GD0_PX        4.5        0.18       77.37      
                                    b0_PT_COMB_1_2        4.5        0.18       77.55      
                                spi_TRACK_CHI2NDOF        4.5        0.18       77.73      
                           b0_MCORR_OWNPV_COMB_1_3        4.5        0.18       77.90      
                                 b0_SUMPT_COMB_1_2        4.5        0.18       78.80      
                           b0_TrueHadron_D0_GD0_PY        4.5        0.18       78.25      
                                k_MC_MOTHER_TRUEPX        4.5        0.18       78.43      
                               pi_MC_MOTHER_TRUEPX        4.5        0.18       78.61      
                                        d0_TRUEP_X        4.5        0.18       78.78      
                           b0_MCORR_OWNPV_COMB_2_4        4.5        0.18       78.96      
                                k_MC_MOTHER_TRUEPY        4.4        0.17       79.13      
                               pi_MC_MOTHER_TRUEPY        4.4        0.17       79.31      
                                        d0_TRUEP_Y        4.4        0.17       79.48      
                                   b0_ETA_COMB_3_4        4.4        0.17       79.66      
                           b0_MCORR_OWNPV_COMB_1_4        4.4        0.17       79.83      
                                   b0_ETA_COMB_1_3        4.4        0.17       80.00      
                                   b0_ETA_COMB_2_3        4.4        0.17       80.18      
                                 mu_TRACK_CHI2NDOF        4.4        0.17       80.35      
                                 pi_TRACK_CHI2NDOF        4.4        0.17       80.53      
                                  k_TRACK_CHI2NDOF        4.4        0.17       80.70      
                                   b0_ETA_COMB_2_4        4.4        0.17       80.88      
                                   b0_ETA_COMB_1_4        4.4        0.17       81.50      
                           b0_MCORR_OWNPV_COMB_1_2        4.4        0.17       81.22      
                                   b0_ETA_COMB_1_2        4.4        0.17       81.39      
                         mu_MC_GD_GD_MOTHER_TRUEPZ        4.2        0.17       81.56      
                        dst_MC_GD_GD_MOTHER_TRUEPZ        4.2        0.17       81.73      
                            b0_MC_GD_MOTHER_TRUEPZ        4.2        0.17       81.89      
                                      b0_TrueMu_PX        4.2        0.17       82.60      
                                        mu_TRUEP_X        4.2        0.17       82.22      
                                      b0_TrueMu_PY        4.2        0.16       82.39      
                                        mu_TRUEP_Y        4.2        0.16       82.55      
                                b0_TrueNeutrino_PY        4.2        0.16       82.72      
                         mu_MC_GD_GD_MOTHER_TRUEPX        4.1        0.16       82.88      
                                         k_TRUEP_X        4.1        0.16       83.40      
                                b0_TrueNeutrino_PX        4.1        0.16       83.21      
                         mu_MC_GD_GD_MOTHER_TRUEPY        4.1        0.16       83.37      
                                         k_TRUEP_Y        4.1        0.16       83.53      
                                        pi_TRUEP_Y        4.1        0.16       83.69      
                                        pi_TRUEP_X        4.1        0.16       83.86      
                        dst_MC_GD_GD_MOTHER_TRUEPX        4.1        0.16       84.20      
                        dst_MC_GD_GD_MOTHER_TRUEPY        4.1        0.16       84.18      
                            b0_MC_GD_MOTHER_TRUEPX        4.1        0.16       84.34      
                            b0_MC_GD_MOTHER_TRUEPY        4.1        0.16       84.50      
                               b0_ISOLATION_ANGLE3        3.9        0.16       84.66      
                               b0_ISOLATION_ANGLE4        3.9        0.16       84.81      
                               b0_ISOLATION_ANGLE2        3.8        0.15       84.97      
                           b0_TrueHadron_D0_GD1_PX        3.8        0.15       85.12      
                           b0_TrueHadron_D0_GD1_PY        3.8        0.15       85.26      
                                       spi_TRUEP_Y        3.8        0.15       85.41      
                                       spi_TRUEP_X        3.8        0.15       85.56      
                                  b0_ISOLATION_PX4        3.7        0.15       85.71      
                                  b0_ISOLATION_PX3        3.7        0.15       85.85      
                                  b0_ISOLATION_PX2        3.7        0.14       86.00      
                                  b0_ISOLATION_PY4        3.7        0.14       86.14      
                                  b0_ISOLATION_PY3        3.7        0.14       86.29      
                                  b0_ISOLATION_PY2        3.7        0.14       86.43      
                                   b0_ISOLATION_PX        3.7        0.14       86.58      
                                   b0_ISOLATION_PY        3.7        0.14       86.72      
                                            TrackP        3.6        0.14       86.86      
                                         TrackDOCA        3.6        0.14       87.00      
                                 TrackFitMatchChi2        3.6        0.14       87.15      
                                           TrackPt        3.6        0.14       87.29      
                                  TrackFitVeloChi2        3.6        0.14       87.43      
                                  b0_ISOLATION_PZ3        3.6        0.14       87.57      
                                  b0_ISOLATION_PZ2        3.6        0.14       87.71      
                                   b0_ISOLATION_PE        3.6        0.14       87.85      
                                  b0_ISOLATION_PE2        3.6        0.14       87.99      
                                  b0_ISOLATION_PE4        3.6        0.14       88.13      
                                  b0_ISOLATION_PE3        3.6        0.14       88.27      
                                  b0_ISOLATION_PZ4        3.6        0.14       88.41      
                                   b0_ISOLATION_PZ        3.6        0.14       88.55      
                             TrackGhostProbability        3.6        0.14       88.69      
                                b0_ISOLATION_ANGLE        3.5        0.14       88.83      
                                     TrackFitTChi2        3.5        0.14       88.97      
                            b0_DIRA_OWNPV_COMB_3_4        3.5        0.14       89.10      
                                   TrackChi2PerDof        3.4        0.14       89.24      
                            b0_DIRA_OWNPV_COMB_2_3        3.4        0.13       89.37      
                            b0_DIRA_OWNPV_COMB_1_3        3.3        0.13       89.50      
                             b0_ISOLATION_NNghost4        3.3        0.13       89.63      
                            b0_DIRA_OWNPV_COMB_2_4        3.3        0.13       89.76      
                            b0_DIRA_OWNPV_COMB_1_4        3.3        0.13       89.89      
                                  b0_ISOLATION_BDT        3.2        0.13       90.10      
                                 b0_ISOLATION_BDT2        3.1        0.12       90.14      
                                 b0_MCTrue_gamma_E        3.0        0.12       90.25      
                             b0_ISOLATION_NNghost3        3.0        0.12       90.37      
                            b0_DIRA_OWNPV_COMB_1_2        3.0        0.12       90.49      
                                 b0_ISOLATION_BDT3        2.9        0.12       90.61      
                             b0_ISOLATION_NNghost2        2.9        0.11       90.72      
                                b0_MCTrue_gamma_PZ        2.8        0.11       90.83      
                                        b0_OWNPV_Y        2.6        0.10       90.93      
                                 b0_ISOLATION_BDT4        2.6        0.10       91.40      
                                        b0_OWNPV_X        2.6        0.10       91.14      
                              b0_ISOLATION_NNghost        2.6        0.10       91.24      
                                     NumOTClusters        2.5        0.10       91.34      
                                b0_MCTrue_gamma_PX        2.5        0.10       91.44      
                                b0_MCTrue_gamma_PY        2.5        0.10       91.53      
                             b0_MCTrue_combgamma_E        2.4        0.10       91.63      
                                       eventNumber        2.4        0.90       91.72      
                                   NumVeloClusters        2.4        0.90       91.82      
                              spi_MC_GD_MOTHER_KEY        2.3        0.90       91.91      
                                 dst_MC_MOTHER_KEY        2.3        0.90       92.00      
                                  mu_MC_MOTHER_KEY        2.3        0.90       92.90      
                                  pi_MC_MOTHER_KEY        2.3        0.90       92.18      
                            pi_MC_GD_GD_MOTHER_KEY        2.3        0.90       92.27      
                             k_MC_GD_GD_MOTHER_KEY        2.3        0.90       92.36      
                                   k_MC_MOTHER_KEY        2.3        0.90       92.46      
                               d0_MC_GD_MOTHER_KEY        2.3        0.90       92.55      
                                           nTracks        2.3        0.90       92.64      
        b0_Matrixnet_Hlt1TwoTrackMVAEmulations_2_4        2.3        0.90       92.73      
        b0_Matrixnet_Hlt1TwoTrackMVAEmulations_1_4        2.3        0.90       92.81      
                                     NumTTClusters        2.2        0.90       92.90      
                                     NumITClusters        2.2        0.90       92.99      
                         b0_MCTrue_gamma_mother_ID        2.1        0.80       93.70      
                                        VeloCharge        2.0        0.80       93.15      
                            b0_MCTrue_combgamma_PT        1.9        0.80       93.23      
        b0_Matrixnet_Hlt1TwoTrackMVAEmulations_2_3        1.9        0.80       93.30      
        b0_Matrixnet_Hlt1TwoTrackMVAEmulations_1_3        1.9        0.80       93.38      
        b0_Matrixnet_Hlt1TwoTrackMVAEmulations_3_4        1.9        0.70       93.45      
                      b0_MCTrue_gamma_is_radiative        1.8        0.70       93.53      
                                     NumVeloTracks        1.8        0.70       93.60      
                                 spi_MC_MOTHER_KEY        1.7        0.70       93.66      
                           spi_MC_GD_GD_MOTHER_KEY        1.7        0.70       93.73      
                                k_MC_GD_MOTHER_KEY        1.7        0.70       93.80      
                               pi_MC_GD_MOTHER_KEY        1.7        0.70       93.87      
                                  d0_MC_MOTHER_KEY        1.7        0.70       93.93      
                               mu_MC_GD_MOTHER_KEY        1.7        0.70       94.00      
                          k_MC_GD_GD_GD_MOTHER_KEY        1.7        0.70       94.70      
                         pi_MC_GD_GD_GD_MOTHER_KEY        1.7        0.70       94.14      
                              dst_MC_GD_MOTHER_KEY        1.7        0.70       94.20      
                                  b0_MC_MOTHER_KEY        1.7        0.70       94.27      
                            d0_MC_GD_GD_MOTHER_KEY        1.7        0.70       94.34      
                                     NumLongTracks        1.6        0.60       94.40      
                                        NumTTracks        1.6        0.60       94.46      
                            mu_MC_GD_GD_MOTHER_KEY        1.5        0.60       94.53      
                        spi_MC_GD_GD_GD_MOTHER_KEY        1.5        0.60       94.59      
                         d0_MC_GD_GD_GD_MOTHER_KEY        1.5        0.60       94.65      
                           dst_MC_GD_GD_MOTHER_KEY        1.5        0.60       94.71      
                               b0_MC_GD_MOTHER_KEY        1.5        0.60       94.77      
                            b0_MCTrue_combgamma_PZ        1.5        0.60       94.83      
        b0_Matrixnet_Hlt1TwoTrackMVAEmulations_1_2        1.5        0.60       94.89      
                                     mu_OWNPV_NDOF        1.4        0.60       94.94      
                                    spi_OWNPV_NDOF        1.4        0.60       95.00      
                                     d0_OWNPV_NDOF        1.4        0.60       95.50      
                                     pi_OWNPV_NDOF        1.4        0.60       95.11      
                                    dst_OWNPV_NDOF        1.4        0.60       95.17      
                                      k_OWNPV_NDOF        1.4        0.60       95.22      
                                     b0_OWNPV_NDOF        1.4        0.60       95.28      
                                              mu_M        1.4        0.60       95.33      
                               NumDownstreamTracks        1.4        0.50       95.39      
                                 NumUpstreamTracks        1.3        0.50       95.44      
                                       TrackNumDof        1.3        0.50       95.49      
                                              pi_M        1.3        0.50       95.54      
                                     spi_TRACK_Key        1.3        0.50       95.59      
                                      mu_TRACK_Key        1.2        0.50       95.64      
                           b0_MCTrue_pi0_mother_ID        1.2        0.50       95.69      
                                   b0_MCTrue_pi0_E        1.2        0.50       95.74      
                                  b0_MCTrue_pi0_PX        1.2        0.50       95.79      
                                  b0_MCTrue_pi0_PZ        1.2        0.50       95.84      
                                  b0_MCTrue_pi0_PY        1.2        0.50       95.89      
                                      pi_TRACK_Key        1.2        0.50       95.93      
                                       k_TRACK_Key        1.2        0.50       95.98      
                                  TrackFitVeloNDoF        1.2        0.50       96.30      
                                               k_M        1.2        0.50       96.80      
                                             spi_M        1.2        0.50       96.12      
                            b0_MCTrue_combgamma_PX        1.2        0.50       96.17      
                            b0_MCTrue_combgamma_PY        1.2        0.50       96.21      
                         b0_MC_GD_GD_MOTHER_TRUEPE        1.2        0.50       96.26      
                          d0_MC_GD_GD_GD_MOTHER_ND        1.1        0.40       96.30      
                             mu_MC_GD_GD_MOTHER_ND        1.1        0.40       96.35      
                         spi_MC_GD_GD_GD_MOTHER_ND        1.1        0.40       96.39      
                            dst_MC_GD_GD_MOTHER_ND        1.1        0.40       96.43      
                                b0_MC_GD_MOTHER_ND        1.1        0.40       96.48      
                                      k_TRACK_NDOF        1.1        0.40       96.52      
                                     mu_TRACK_NDOF        1.1        0.40       96.56      
                                     pi_TRACK_NDOF        1.1        0.40       96.60      
                                    spi_TRACK_NDOF        1.1        0.40       96.64      
                                     TrackFitTNDoF        1.1        0.40       96.69      
                                 spi_TRACK_nOTHits        0.9        0.40       96.72      
                               spi_TRACK_nVeloHits        0.9        0.40       96.76      
                         spi_MC_GD_GD_GD_MOTHER_ID        0.9        0.40       96.79      
                                mu_TRACK_nVeloHits        0.9        0.40       96.83      
                                 k_TRACK_nVeloHits        0.9        0.40       96.87      
                                pi_TRACK_nVeloHits        0.9        0.40       96.90      
                             mu_MC_GD_GD_MOTHER_ID        0.9        0.40       96.94      
                                   k_TRACK_nOTHits        0.9        0.40       96.98      
                          d0_MC_GD_GD_GD_MOTHER_ID        0.9        0.40       97.10      
                                  pi_TRACK_nOTHits        0.9        0.40       97.50      
                              b0_ISOLATION_TRUEID4        0.9        0.40       97.80      
                            dst_MC_GD_GD_MOTHER_ID        0.9        0.40       97.12      
                                b0_MC_GD_MOTHER_ID        0.9        0.40       97.15      
                                  mu_TRACK_nOTHits        0.9        0.40       97.19      
                            spi_MC_GD_GD_MOTHER_ID        0.9        0.30       97.22      
                                   b0_MC_MOTHER_ID        0.9        0.30       97.26      
                               dst_MC_GD_MOTHER_ID        0.9        0.30       97.29      
                         b0_MC_GD_GD_MOTHER_TRUEPX        0.9        0.30       97.32      
                         b0_MC_GD_GD_MOTHER_TRUEPZ        0.8        0.30       97.36      
                              b0_ISOLATION_TRUEID3        0.8        0.30       97.39      
                         b0_MC_GD_GD_MOTHER_TRUEPY        0.8        0.30       97.42      
                                mu_MC_GD_MOTHER_ID        0.8        0.30       97.46      
                              b0_ISOLATION_TRUEID2        0.8        0.30       97.49      
                           k_MC_GD_GD_GD_MOTHER_ID        0.8        0.30       97.52      
                          pi_MC_GD_GD_GD_MOTHER_ID        0.8        0.30       97.55      
                             d0_MC_GD_GD_MOTHER_ID        0.8        0.30       97.59      
                               mu_TRACK_nVeloRHits        0.8        0.30       97.62      
                               pi_TRACK_nVeloRHits        0.8        0.30       97.65      
                              spi_TRACK_nVeloRHits        0.8        0.30       97.68      
                                k_TRACK_nVeloRHits        0.8        0.30       97.71      
                             mu_TRACK_nVeloPhiHits        0.8        0.30       97.74      
                               b0_ISOLATION_TRUEID        0.8        0.30       97.77      
                            spi_TRACK_nVeloPhiHits        0.8        0.30       97.80      
                              k_TRACK_nVeloPhiHits        0.8        0.30       97.83      
                             pi_TRACK_nVeloPhiHits        0.8        0.30       97.86      
                                    spi_regionInM2        0.7        0.30       97.89      
                                     mu_regionInM2        0.7        0.30       97.91      
                            spi_L0Calo_HCAL_region        0.6        0.30       97.94      
                                b0_ISOLATION_Type3        0.6        0.30       97.97      
                                b0_ISOLATION_Type2        0.6        0.30       97.99      
                                      k_regionInM2        0.6        0.30       98.20      
                                     pi_regionInM2        0.6        0.20       98.40      
                                 b0_ISOLATION_Type        0.6        0.20       98.60      
                                   b0_MC_MOTHER_ND        0.6        0.20       98.90      
                            spi_MC_GD_GD_MOTHER_ND        0.6        0.20       98.11      
                               dst_MC_GD_MOTHER_ND        0.6        0.20       98.14      
                              b0_ISOLATION_CHARGE2        0.6        0.20       98.16      
                              b0_ISOLATION_CHARGE3        0.6        0.20       98.18      
                               b0_ISOLATION_CHARGE        0.6        0.20       98.21      
                                b0_ISOLATION_Type4        0.6        0.20       98.23      
                              b0_ISOLATION_CHARGE4        0.6        0.20       98.26      
                           k_MC_GD_GD_GD_MOTHER_ND        0.6        0.20       98.28      
                                mu_MC_GD_MOTHER_ND        0.6        0.20       98.30      
                          pi_MC_GD_GD_GD_MOTHER_ND        0.6        0.20       98.32      
                             d0_MC_GD_GD_MOTHER_ND        0.6        0.20       98.35      
                                  spi_MC_MOTHER_ID        0.5        0.20       98.37      
                               spi_MC_GD_MOTHER_ID        0.5        0.20       98.39      
                               b0_TrueHadron_D0_ID        0.5        0.20       98.41      
                           b0_TrueHadron_D0_GD0_ID        0.5        0.20       98.43      
                           b0_TrueHadron_D0_GD1_ID        0.5        0.20       98.45      
                                         b0_TRUEID        0.5        0.20       98.47      
                             mu_L0Calo_HCAL_region        0.5        0.20       98.49      
                                   k_TRACK_nITHits        0.5        0.20       98.51      
                                        dst_TRUEID        0.5        0.20       98.53      
                                  dst_MC_MOTHER_ID        0.5        0.20       98.55      
                                 spi_TRACK_nTTHits        0.5        0.20       98.57      
                                  mu_TRACK_nITHits        0.5        0.20       98.59      
                                  mu_TRACK_nTTHits        0.5        0.20       98.60      
                              b0_MCTrue_gamma_mult        0.5        0.20       98.62      
                                  pi_TRACK_nITHits        0.5        0.20       98.64      
                                        spi_TRUEID        0.5        0.20       98.66      
                                   k_TRACK_nTTHits        0.5        0.20       98.68      
                                   mu_MC_MOTHER_ID        0.5        0.20       98.70      
                                  pi_TRACK_nTTHits        0.5        0.20       98.71      
                              k_MC_GD_GD_MOTHER_ID        0.4        0.20       98.73      
                              k_L0Calo_HCAL_region        0.4        0.20       98.75      
                                          k_TRUEID        0.4        0.20       98.77      
                             pi_MC_GD_GD_MOTHER_ID        0.4        0.20       98.78      
                                    k_MC_MOTHER_ID        0.4        0.20       98.80      
                                     spi_InMuonAcc        0.4        0.20       98.82      
                                 k_MC_GD_MOTHER_ID        0.4        0.20       98.83      
                                    MCParticleType        0.4        0.20       98.85      
                                   pi_MC_MOTHER_ID        0.4        0.20       98.87      
                                         mu_TRUEID        0.4        0.20       98.89      
                                pi_MC_GD_MOTHER_ID        0.4        0.20       98.90      
                                d0_MC_GD_MOTHER_ID        0.4        0.20       98.92      
                                         pi_TRUEID        0.4        0.20       98.94      
                                   d0_MC_MOTHER_ID        0.4        0.20       98.95      
                                         d0_TRUEID        0.4        0.20       98.97      
                                            spi_ID        0.4        0.20       98.99      
                                            dst_ID        0.4        0.20       99.10      
                                             pi_ID        0.4        0.20       99.20      
                                             mu_ID        0.4        0.20       99.40      
                                             d0_ID        0.4        0.20       99.60      
                                              k_ID        0.4        0.20       99.70      
                                             b0_ID        0.4        0.20       99.90      
                                 spi_TRACK_nITHits        0.4        0.20       99.11      
                         mu_MC_GD_GD_GD_MOTHER_KEY        0.4        0.20       99.12      
                               spi_MC_GD_MOTHER_ND        0.4        0.20       99.14      
                        dst_MC_GD_GD_GD_MOTHER_KEY        0.4        0.20       99.16      
                                      NumRich2Hits        0.4        0.20       99.17      
                            b0_MC_GD_GD_MOTHER_KEY        0.4        0.20       99.19      
                             pi_L0Calo_HCAL_region        0.4        0.20       99.20      
                                  dst_MC_MOTHER_ND        0.4        0.20       99.22      
                                      TrackHistory        0.4        0.20       99.23      
                                       spi_NShared        0.4        0.20       99.25      
                          mu_MC_GD_GD_GD_MOTHER_ND        0.4        0.20       99.26      
                         dst_MC_GD_GD_GD_MOTHER_ND        0.4        0.10       99.28      
                                  b0_ISOLATION_SC4        0.4        0.10       99.29      
                             b0_MC_GD_GD_MOTHER_ND        0.4        0.10       99.31      
                                      NumRich1Hits        0.4        0.10       99.32      
                              k_MC_GD_GD_MOTHER_ND        0.4        0.10       99.34      
                             pi_MC_GD_GD_MOTHER_ND        0.4        0.10       99.35      
                                   mu_MC_MOTHER_ND        0.4        0.10       99.37      
                                d0_MC_GD_MOTHER_ND        0.4        0.10       99.38      
                                    k_MC_MOTHER_ND        0.3        0.10       99.39      
                                   pi_MC_MOTHER_ND        0.3        0.10       99.41      
                          mu_MC_GD_GD_GD_MOTHER_ID        0.3        0.10       99.42      
                                  b0_ISOLATION_SC3        0.3        0.10       99.43      
                         dst_MC_GD_GD_GD_MOTHER_ID        0.3        0.10       99.45      
                             b0_MC_GD_GD_MOTHER_ID        0.3        0.10       99.46      
                                         b0_BKGCAT        0.3        0.10       99.47      
                                  b0_ISOLATION_SC2        0.3        0.10       99.48      
                                       spi_hasMuon        0.2        0.10       99.49      
                                      mu_InMuonAcc        0.2        0.10       99.50      
                                       k_InMuonAcc        0.2        0.10       99.50      
                                     NumMuonTracks        0.2        0.10       99.51      
                                        mu_NShared        0.2        0.10       99.52      
                       b0_MCTrue_gamma_ArrayLength        0.2        0.10       99.53      
                                         k_NShared        0.2        0.10       99.54      
                               b0_TrueHadron_D1_PE        0.2        0.10       99.54      
                           b0_TrueHadron_D1_GD0_PE        0.2        0.10       99.55      
                                      pi_InMuonAcc        0.2        0.10       99.56      
                               b0_TrueHadron_D2_PE        0.2        0.10       99.56      
                           b0_TrueHadron_D2_GD0_PE        0.2        0.10       99.57      
                           b0_TrueHadron_D1_GD1_PE        0.2        0.10       99.58      
                           b0_TrueHadron_D2_GD1_PE        0.2        0.10       99.58      
                                        mu_hasMuon        0.2        0.10       99.59      
                               b0_TrueHadron_D1_PZ        0.2        0.10       99.60      
                           b0_TrueHadron_D1_GD0_PZ        0.2        0.10       99.60      
                                   b0_ISOLATION_SC        0.2        0.10       99.61      
                               b0_TrueHadron_D2_PZ        0.2        0.10       99.61      
                                        pi_NShared        0.2        0.10       99.62      
                           b0_TrueHadron_D2_GD0_PZ        0.2        0.10       99.63      
                               b0_TrueHadron_D1_PX        0.2        0.10       99.63      
                                         k_hasMuon        0.2        0.10       99.64      
                               b0_TrueHadron_D1_PY        0.2        0.10       99.64      
                                        dst_BKGCAT        0.2        0.10       99.65      
                           b0_TrueHadron_D1_GD0_PX        0.1        0.10       99.66      
                           b0_TrueHadron_D1_GD0_PY        0.1        0.10       99.66      
                           b0_TrueHadron_D1_GD1_PZ        0.1        0.10       99.67      
                               b0_TrueHadron_D2_PX        0.1        0.10       99.67      
                               b0_TrueHadron_D2_PY        0.1        0.10       99.68      
                           b0_TrueHadron_D2_GD1_PZ        0.1        0.10       99.68      
                           b0_TrueHadron_D2_GD0_PX        0.1        0.10       99.69      
                           b0_TrueHadron_D2_GD0_PY        0.1        0.10       99.70      
                           b0_TrueHadron_D1_GD1_PX        0.1        0.10       99.70      
                           b0_TrueHadron_D1_GD1_PY        0.1        0.10       99.71      
                           b0_TrueHadron_D2_GD1_PY        0.1        0.10       99.71      
                           b0_TrueHadron_D2_GD1_PX        0.1        0.10       99.72      
                                        pi_hasMuon        0.1        0.10       99.72      
                                     totCandidates        0.1        0.00       99.73      
                                       dst_TRUETAU        0.1        0.00       99.73      
                               b0_TrueHadron_D1_ID        0.1        0.00       99.74      
                               b0_TrueHadron_D2_ID        0.1        0.00       99.74      
                                  spi_MC_MOTHER_ND        0.1        0.00       99.74      
                                         d0_BKGCAT        0.1        0.00       99.75      
                           b0_TrueHadron_D0_GD2_PE        0.1        0.00       99.75      
                                        nCandidate        0.1        0.00       99.75      
                           b0_TrueHadron_D1_GD0_ID        0.1        0.00       99.76      
                           b0_TrueHadron_D2_GD0_ID        0.1        0.00       99.76      
                           b0_TrueHadron_D0_GD2_PZ        0.1        0.00       99.77      
                           b0_TrueHadron_D1_GD1_ID        0.1        0.00       99.77      
                                   b0_TRUEISSTABLE        0.1        0.00       99.77      
                           b0_TrueHadron_D2_GD1_ID        0.1        0.00       99.78      
                           b0_TrueHadron_D2_GD2_PE        0.1        0.00       99.78      
                           b0_TrueHadron_D0_GD2_PY        0.1        0.00       99.78      
                           b0_TrueHadron_D0_GD2_PX        0.1        0.00       99.79      
                           b0_TrueHadron_D1_GD2_PE        0.1        0.00       99.79      
                           b0_TrueHadron_D2_GD2_PZ        0.1        0.00       99.79      
                           b0_TrueHadron_D2_GD2_PY        0.1        0.00       99.79      
                           b0_TrueHadron_D2_GD2_PX        0.1        0.00       99.80      
                           b0_TrueHadron_D1_GD2_PZ        0.1        0.00       99.80      
                           b0_TrueHadron_D1_GD2_PX        0.1        0.00       99.80      
                           b0_TrueHadron_D1_GD2_PY        0.1        0.00       99.81      
                                  dst_TRUEISSTABLE        0.1        0.00       99.81      
                                         runNumber        0.1        0.00       99.81      
                                         k_hasRich        0.1        0.00       99.82      
                                       spi_hasRich        0.1        0.00       99.82      
b0_Matrixnet_Hlt1TwoTrackMVAEmulations_WrongIP_1_2        0.1        0.00       99.82      
b0_Matrixnet_Hlt1TwoTrackMVAEmulations_WrongIP_1_3        0.1        0.00       99.82      
b0_Matrixnet_Hlt1TwoTrackMVAEmulations_WrongIP_1_4        0.1        0.00       99.83      
b0_Matrixnet_Hlt1TwoTrackMVAEmulations_WrongIP_2_3        0.1        0.00       99.83      
b0_Matrixnet_Hlt1TwoTrackMVAEmulations_WrongIP_2_4        0.1        0.00       99.83      
b0_Matrixnet_Hlt1TwoTrackMVAEmulations_WrongIP_3_4        0.1        0.00       99.83      
                                        mu_hasRich        0.1        0.00       99.84      
                           b0_VERTEX_NDOF_COMB_2_3        0.1        0.00       99.84      
                           b0_VERTEX_NDOF_COMB_1_4        0.1        0.00       99.84      
                           b0_VERTEX_NDOF_COMB_3_4        0.1        0.00       99.84      
                           b0_VERTEX_NDOF_COMB_1_3        0.1        0.00       99.85      
                           b0_VERTEX_NDOF_COMB_1_2        0.1        0.00       99.85      
                           b0_VERTEX_NDOF_COMB_2_4        0.1        0.00       99.85      
                              spi_TRACK_Likelihood        0.1        0.00       99.85      
                               mu_TRACK_Likelihood        0.1        0.00       99.86      
                               pi_TRACK_Likelihood        0.1        0.00       99.86      
                                k_TRACK_Likelihood        0.1        0.00       99.86      
                                       spi_TRUETAU        0.1        0.00       99.86      
                                        mu_TRUETAU        0.1        0.00       99.86      
                                        pi_TRUETAU        0.1        0.00       99.87      
                                         k_TRUETAU        0.1        0.00       99.87      
                                        pi_hasRich        0.1        0.00       99.87      
                           b0_TrueHadron_D0_GD2_ID        0.1        0.00       99.87      
                                           MCFromD        0.1        0.00       99.88      
                           b0_TrueHadron_D2_GD2_ID        0.1        0.00       99.88      
                           b0_TrueHadron_D1_GD2_ID        0.1        0.00       99.88      
                                pi_MC_GD_MOTHER_ND        0.1        0.00       99.88      
                                 k_MC_GD_MOTHER_ND        0.1        0.00       99.88      
                                b0_True_IsTauDecay        0.1        0.00       99.89      
                                b0_TrueTauNuTau_PE        0.1        0.00       99.89      
                                b0_TrueTauNuTau_PX        0.1        0.00       99.89      
                                b0_TrueTauNuTau_PY        0.1        0.00       99.89      
                                b0_TrueTauNuTau_PZ        0.1        0.00       99.89      
                                   d0_MC_MOTHER_ND        0.1        0.00       99.90      
                                 b0_TrueTauNuMu_PE        0.1        0.00       99.90      
                                 b0_TrueTauNuMu_PX        0.1        0.00       99.90      
                                 b0_TrueTauNuMu_PY        0.1        0.00       99.90      
                                 b0_TrueTauNuMu_PZ        0.1        0.00       99.90      
                                  spi_TRUEISSTABLE        0.1        0.00       99.91      
                                           MCFromB        0.1        0.00       99.91      
                                     b0_TrueTau_PX        0.1        0.00       99.91      
                                     b0_TrueTau_PY        0.1        0.00       99.91      
                                     b0_TrueTau_PZ        0.1        0.00       99.91      
                                     b0_TrueTau_PE        0.1        0.00       99.92      
                                   mu_TRUEISSTABLE        0.1        0.00       99.92      
                                   pi_TRUEISSTABLE        0.1        0.00       99.92      
                                   d0_TRUEISSTABLE        0.1        0.00       99.92      
                                    k_TRUEISSTABLE        0.1        0.00       99.92      
                                         MuonBkgLL        0.0        0.00       99.93      
                                       spi_hasCalo        0.0        0.00       99.93      
                                          MuonMuLL        0.0        0.00       99.93      
                                        pi_hasCalo        0.0        0.00       99.93      
                                        mu_hasCalo        0.0        0.00       99.93      
                                         k_hasCalo        0.0        0.00       99.94      
                                             HasMC        0.0        0.00       99.94      
                         b0_MCTrue_pi0_ArrayLength        0.0        0.00       99.94      
                                          Polarity        0.0        0.00       99.94      
                          b0_MC_GD_GD_GD_MOTHER_ID        0.0        0.00       99.94      
                          b0_MC_GD_GD_GD_MOTHER_ND        0.0        0.00       99.95      
                         b0_MC_GD_GD_GD_MOTHER_KEY        0.0        0.00       99.95      
                                   TrackLikelihood        0.0        0.00       99.95      
                                dst_ENDVERTEX_NDOF        0.0        0.00       99.95      
                                 b0_ENDVERTEX_NDOF        0.0        0.00       99.95      
                                    TrackMatchChi2        0.0        0.00       99.95      
                                 b0_DISCARDMu_NDOF        0.0        0.00       99.96      
                                 d0_ENDVERTEX_NDOF        0.0        0.00       99.96      
                                    TrackCloneDist        0.0        0.00       99.96      
                                    spi_TRACK_Type        0.0        0.00       99.96      
                                    dst_ORIVX_NDOF        0.0        0.00       99.96      
                                    spi_ORIVX_NDOF        0.0        0.00       99.96      
                                b0_MCTrue_pi0_mult        0.0        0.00       99.97      
                                     mu_ORIVX_NDOF        0.0        0.00       99.97      
                                     mu_TRACK_Type        0.0        0.00       99.97      
                                     pi_TRACK_Type        0.0        0.00       99.97      
                                     d0_ORIVX_NDOF        0.0        0.00       99.97      
                                     pi_ORIVX_NDOF        0.0        0.00       99.98      
                                      k_TRACK_Type        0.0        0.00       99.98      
                                      k_ORIVX_NDOF        0.0        0.00       99.98      
                         spi_TRACK_nVeloPileUpHits        0.0        0.00       99.98      
                                       MuonNShared        0.0        0.00       99.98      
                          mu_TRACK_nVeloPileUpHits        0.0        0.00       99.98      
                          pi_TRACK_nVeloPileUpHits        0.0        0.00       99.99      
                                         TrackType        0.0        0.00       99.99      
                           k_TRACK_nVeloPileUpHits        0.0        0.00       99.99      
                                            BCType        0.0        0.00       99.99      
                                      NumCaloHypos        0.0        0.00       99.99      
                                        NumSPDHits        0.0        0.00       99.99      
                                           L0DUTCK        0.0        0.00      100.00      
                                           HLT1TCK        0.0        0.00      100.00      
                                           HLT2TCK        0.0        0.00      100.00      
                                              BCID        0.0        0.00      100.00      

For FS:

Processing ../../../scripts/ntp_disk_usage.C("Dst_D0--21_10_26--mc--MC_2016_Beam6500GeV-2016-MagUp-Nu1.6-25ns-Pythia8_Sim09j_Trig0x6139160F_Reco16_Turbo03a_Filtered_13674000_D0TAUNU.SAFESTRIPTRIG.DST.root", "TupleB0/DecayTree")...

Dst_D0--21_10_26--mc--MC_2016_Beam6500GeV-2016-MagUp-Nu1.6-25ns-Pythia8_Sim09j_Trig0x6139160F_Reco16_Turbo03a_Filtered_13674000_D0TAUNU.SAFESTRIPTRIG.DST.root

Tree "TupleB0/DecayTree" occupies 121,276,498 bytes and has 38,681.000000 entries (3.60 kB/event):

                                       Branch name    Byte/ev   Frac. [%]  Cumulative                                       Branch group name    Byte/ev   Frac. [%]  Cumulative
=====================================================================================      =====================================================================================
                                             Total     3135.3      100.00           -                                                   Total     3135.3      100.00           -
                                 b0_MCTrue_gamma_E       15.8        0.50        0.50                                                      b0     1078.8       34.41       34.41
                                b0_MCTrue_gamma_PZ       12.5        0.40        0.90                                                      mu      340.7       10.87       45.28
                                b0_MCTrue_gamma_PY       11.8        0.38        1.28                                                     spi      328.2       10.47       55.74
                                b0_MCTrue_gamma_PX       11.8        0.38        1.66                                                       k      327.8       10.45       66.20
                                      dst_CosTheta        7.7        0.25        1.90                                                      pi      327.5       10.45       76.64
                                       mu_CosTheta        7.7        0.25        2.15                                                      d0      266.2        8.49       85.13
                                   b0_Estimated_PX        7.7        0.25        2.40                                                     dst      262.4        8.37       93.50
                                   b0_Estimated_PY        7.7        0.25        2.64                                                  FitVar       21.3        0.68       94.18
                                             b0_PY        7.7        0.25        2.89                                             MCParticleP        7.6        0.24       94.42
                                             b0_PX        7.7        0.25        3.13                                            MCParticlePt        7.6        0.24       94.67
                                 b0_ENDVERTEX_CHI2        7.7        0.25        3.38                                                  TrackP        3.6        0.12       94.78
                                    dst_ORIVX_CHI2        7.7        0.25        3.62                                               TrackDOCA        3.6        0.12       94.90
                       spi_L0Calo_HCAL_yProjection        7.7        0.25        3.87                                                CombDLLk        3.6        0.12       95.10
                                     mu_ORIVX_CHI2        7.7        0.25        4.11                                                RichDLLk        3.6        0.12       95.13
                                            spi_PX        7.7        0.25        4.36                                       TrackFitMatchChi2        3.6        0.11       95.24
                                             pi_PX        7.7        0.25        4.60                                                 TrackPt        3.6        0.11       95.36
                                            spi_PY        7.7        0.25        4.85                                               RichDLLbt        3.6        0.11       95.47
                       spi_L0Calo_HCAL_xProjection        7.7        0.25        5.90                                                CombDLLp        3.6        0.11       95.58
                                              k_PX        7.7        0.25        5.34                                                RichDLLp        3.6        0.11       95.70
                                             pi_PY        7.7        0.25        5.58                                                RichDLLe        3.6        0.11       95.81
                                              k_PY        7.7        0.25        5.83                                                RichDLLd        3.6        0.11       95.93
                                      dst_FD_ORIVX        7.7        0.25        6.70                                               CombDLLmu        3.6        0.11       96.40
                                            dst_PY        7.7        0.24        6.32                                        TrackFitVeloChi2        3.6        0.11       96.16
                                 b0_DISCARDMu_CHI2        7.7        0.24        6.56                                               RichDLLmu        3.6        0.11       96.27
                                             d0_PY        7.7        0.24        6.81                                                CombDLLe        3.6        0.11       96.39
                                       d0_CosTheta        7.7        0.24        7.50                                   TrackGhostProbability        3.6        0.11       96.50
                                dst_ENDVERTEX_CHI2        7.7        0.24        7.30                                           TrackFitTChi2        3.5        0.11       96.61
                                      spi_CosTheta        7.7        0.24        7.54                                           CaloBremMatch        3.5        0.11       96.72
                                    spi_ORIVX_CHI2        7.7        0.24        7.79                                            CaloClusChi2        3.5        0.11       96.83
                                     d0_ORIVX_CHI2        7.7        0.24        8.30                                             CaloTrMatch        3.5        0.11       96.95
                                            dst_PX        7.7        0.24        8.28                                            CaloBremChi2        3.5        0.11       97.60
                                             d0_PX        7.7        0.24        8.52                                         TrackChi2PerDof        3.4        0.11       97.17
                                        k_CosTheta        7.7        0.24        8.77                                         CaloNeutralEcal        3.4        0.11       97.28
                                   b0_Estimated_PZ        7.7        0.24        9.10                                               CaloHcalE        3.2        0.10       97.38
                                       pi_CosTheta        7.7        0.24        9.26                                               MuonBkgLL        3.0        0.10       97.47
                                    b0_Estimated_P        7.7        0.24        9.50                                                MuonMuLL        2.8        0.90       97.57
                                  spi_IPCHI2_OWNPV        7.7        0.24        9.75                                           NumOTClusters        2.5        0.80       97.65
                                 b0_DISCARDMu_DTAU        7.7        0.24        9.99                                             eventNumber        2.5        0.80       97.73
                                              b0_P        7.7        0.24       10.24                                            NumRich1Hits        2.5        0.80       97.80
                                             b0_PZ        7.7        0.24       10.48                                            NumRich2Hits        2.5        0.80       97.88
                                             b0_PE        7.7        0.24       10.72                                         CaloTrajectoryL        2.4        0.80       97.96
                                   b0_IPCHI2_OWNPV        7.7        0.24       10.97                                         NumVeloClusters        2.4        0.80       98.40
                                       d0_FD_ORIVX        7.7        0.24       11.21                                       CaloElectronMatch        2.3        0.70       98.11
                                   d0_FDCHI2_ORIVX        7.7        0.24       11.46                                            CaloEcalChi2        2.3        0.70       98.18
                                  dst_FDCHI2_ORIVX        7.7        0.24       11.70                                         CaloChargedEcal        2.3        0.70       98.26
                        mu_L0Calo_HCAL_xProjection        7.6        0.24       11.94                                                 nTracks        2.3        0.70       98.33
                        mu_L0Calo_HCAL_yProjection        7.6        0.24       12.19                                           NumTTClusters        2.3        0.70       98.40
                                             mu_PX        7.6        0.24       12.43                                           NumITClusters        2.2        0.70       98.47
                                             mu_PY        7.6        0.24       12.68                                               CaloEcalE        2.1        0.70       98.54
                             b0_DISCARDMu_DTAUCHI2        7.6        0.24       12.92                                                HcalPIDe        2.1        0.70       98.60
                           spi_MC_GD_MOTHER_TRUEPE        7.6        0.24       13.16                                               HcalPIDmu        2.1        0.70       98.67
                              spi_MC_MOTHER_TRUEPE        7.6        0.24       13.41                                              VeloCharge        2.0        0.70       98.74
                                            dst_PZ        7.6        0.24       13.65                                                BremPIDe        2.0        0.60       98.80
                                             dst_P        7.6        0.24       13.89                                              NumSPDHits        2.0        0.60       98.86
                                            dst_PE        7.6        0.24       14.14                                           NumVeloTracks        1.8        0.60       98.92
                                      dst_FD_OWNPV        7.6        0.24       14.38                                               EcalPIDmu        1.8        0.60       98.98
                             b0_DISCARDMu_PIMUDOCA        7.6        0.24       14.62                                                EcalPIDe        1.7        0.60       99.30
                              b0_DISCARDMu_DMUDOCA        7.6        0.24       14.87                                          CaloNeutralPrs        1.7        0.50       99.90
                                       b0_FD_OWNPV        7.6        0.24       15.11                                           NumLongTracks        1.6        0.50       99.14
                                   b0_FDCHI2_OWNPV        7.6        0.24       15.35                                              NumTTracks        1.6        0.50       99.19
                                       b0_IP_OWNPV        7.6        0.24       15.60                                          CaloChargedPrs        1.5        0.50       99.24
                                          spi_PIDe        7.6        0.24       15.84                                                 PrsPIDe        1.5        0.50       99.29
                         k_L0Calo_HCAL_xProjection        7.6        0.24       16.80                                     NumDownstreamTracks        1.4        0.40       99.33
                        pi_L0Calo_HCAL_xProjection        7.6        0.24       16.33                                       NumUpstreamTracks        1.3        0.40       99.37
                         k_L0Calo_HCAL_yProjection        7.6        0.24       16.57                                                CaloPrsE        1.3        0.40       99.42
                        pi_L0Calo_HCAL_yProjection        7.6        0.24       16.81                                             TrackNumDof        1.3        0.40       99.46
                                             d0_PE        7.6        0.24       17.50                                        TrackFitVeloNDoF        1.2        0.40       99.50
                                             d0_PZ        7.6        0.24       17.30                                           NumMuonTracks        1.2        0.40       99.53
                               mu_MC_MOTHER_TRUEPE        7.6        0.24       17.54                                           TrackFitTNDoF        1.1        0.30       99.57
                                              d0_P        7.6        0.24       17.78                                            NumCaloHypos        0.6        0.20       99.59
                                        b0_TRUEP_E        7.6        0.24       18.30                                           L0nSelections        0.6        0.20       99.60
                                    b0_DISCARDMu_Z        7.6        0.24       18.27                                          CaloNeutralSpd        0.5        0.20       99.62
                                    b0_ENDVERTEX_Z        7.6        0.24       18.51                                             MuonNShared        0.5        0.20       99.64
                                  dst_IPCHI2_OWNPV        7.6        0.24       18.76                                         Hlt1nSelections        0.5        0.20       99.65
                                   d0_IPCHI2_OWNPV        7.6        0.24       19.00                           Hlt2XcMuXForTauB2XcMuDecision        0.5        0.10       99.67
                            mu_MC_GD_MOTHER_TRUEPE        7.6        0.24       19.24                                         Hlt2nSelections        0.5        0.10       99.68
                               b0_FlightDir_Zangle        7.6        0.24       19.48                                        RichAbovePrThres        0.5        0.10       99.70
                        spi_MC_GD_GD_MOTHER_TRUEPE        7.6        0.24       19.73                                 Hlt1TwoTrackMVADecision        0.5        0.10       99.71
                                               k_P        7.6        0.24       19.97                                    Hlt1TrackMVADecision        0.5        0.10       99.73
                                              k_PZ        7.6        0.24       20.21                                          L0MuonDecision        0.5        0.10       99.74
                                              k_PE        7.6        0.24       20.45                                                L0Global        0.4        0.10       99.76
                                              pi_P        7.6        0.24       20.70                                          MCParticleType        0.4        0.10       99.77
                                             pi_PE        7.6        0.24       20.94                                          CaloChargedSpd        0.4        0.10       99.78
                                   spi_TRACK_PCHI2        7.6        0.24       21.18                                             RecoPIDcode        0.4        0.10       99.80
                                             pi_PZ        7.6        0.24       21.42                                        L0HadronDecision        0.4        0.10       99.81
                                      dst_IP_OWNPV        7.6        0.24       21.67                                        RichAboveDeThres        0.4        0.10       99.83
                                       d0_IP_OWNPV        7.6        0.24       21.91                                           RichUsedR2Gas        0.4        0.10       99.84
                                      spi_IP_OWNPV        7.6        0.24       22.15                                        RichAboveKaThres        0.4        0.10       99.85
                               b0_TrueHadron_D0_PE        7.6        0.24       22.39                                            TrackHistory        0.4        0.10       99.86
                                             b0_PT        7.6        0.24       22.64                                               InAccHcal        0.3        0.10       99.88
                         d0_MC_GD_GD_MOTHER_TRUEPE        7.6        0.24       22.88                                                CaloSpdE        0.3        0.10       99.89
                                      pi_CombDLLMu        7.6        0.24       23.12                                               InAccEcal        0.3        0.10       99.90
                                          pi_PIDmu        7.6        0.24       23.36                                              MuonIsMuon        0.3        0.10       99.90
                                  dst_FDCHI2_OWNPV        7.6        0.24       23.61                                               InAccBrem        0.3        0.10       99.91
                                    b0_DISCARDMu_Y        7.6        0.24       23.85                                                InAccPrs        0.3        0.10       99.92
                                       dst_TRUEP_E        7.6        0.24       24.90                                                InAccSpd        0.2        0.10       99.93
                                    b0_ENDVERTEX_Y        7.6        0.24       24.33                                         MuonIsLooseMuon        0.2        0.10       99.94
                                       mu_IP_OWNPV        7.6        0.24       24.58                                               InAccMuon        0.2        0.10       99.94
                                             pi_PT        7.6        0.24       24.82                                           RichUsedR1Gas        0.2        0.10       99.95
                                              k_PT        7.6        0.24       25.60                                               runNumber        0.2        0.00       99.95
                                            spi_PZ        7.6        0.24       25.30                                           totCandidates        0.1        0.00       99.96
                                   pi_IPCHI2_OWNPV        7.6        0.24       25.54                                              nCandidate        0.1        0.00       99.96
                                       spi_TRUEP_E        7.6        0.24       25.79                                                 MCFromD        0.1        0.00       99.96
                                             spi_P        7.6        0.24       26.30                                                 MCFromB        0.1        0.00       99.97
                                            spi_PE        7.6        0.24       26.27                                        RichAboveMuThres        0.1        0.00       99.97
                           b0_TrueHadron_D0_GD0_PE        7.6        0.24       26.51                                        RichAboveElThres        0.1        0.00       99.97
                                    k_IPCHI2_OWNPV        7.6        0.24       26.75                                        RichAbovePiThres        0.1        0.00       99.97
                                 b0_True_Costhetal        7.6        0.24       27.00                                                   HasMC        0.1        0.00       99.98
                         pi_MC_GD_GD_MOTHER_TRUEPE        7.6        0.24       27.24                                               RichDLLpi        0.1        0.00       99.98
                          k_MC_GD_GD_MOTHER_TRUEPE        7.6        0.24       27.48                                               CombDLLpi        0.1        0.00       99.98
                                 d0_ENDVERTEX_CHI2        7.6        0.24       27.72                                                Polarity        0.1        0.00       99.98
                            d0_MC_GD_MOTHER_TRUEPE        7.6        0.24       27.96                                         TrackLikelihood        0.0        0.00       99.98
                                    b0_DISCARDMu_X        7.6        0.24       28.21                                          TrackMatchChi2        0.0        0.00       99.99
                                     pi_ORIVX_CHI2        7.6        0.24       28.45                                          TrackCloneDist        0.0        0.00       99.99
                                      k_ORIVX_CHI2        7.6        0.24       28.69                                                 HLT1TCK        0.0        0.00       99.99
                                    b0_ENDVERTEX_X        7.6        0.24       28.93                                                 HLT2TCK        0.0        0.00       99.99
                                       k_CombDLLMu        7.6        0.24       29.17                                               TrackType        0.0        0.00       99.99
                                           k_PIDmu        7.6        0.24       29.42                                              Hlt1Global        0.0        0.00       99.99
                           dst_MC_GD_MOTHER_TRUEPE        7.6        0.24       29.66                                              Hlt2Global        0.0        0.00       99.99
                                        spi_TRUEPT        7.6        0.24       29.90                                                 L0DUTCK        0.0        0.00      100.00
                                            spi_PT        7.6        0.24       30.14                                                  BCType        0.0        0.00      100.00
                                            dst_PT        7.6        0.24       30.38                                            RichUsedAero        0.0        0.00      100.00
                                         FitVar_El        7.6        0.24       30.62                                                    BCID        0.0        0.00      100.00
                                       pi_IP_OWNPV        7.6        0.24       30.87      
                                        mu_TRUEP_E        7.6        0.24       31.11      
                                             mu_PZ        7.6        0.24       31.35      
                        dst_MC_GD_GD_MOTHER_TRUEPE        7.6        0.24       31.59      
                                       MCParticleP        7.6        0.24       31.83      
                                             d0_PT        7.6        0.24       32.70      
                                             mu_PE        7.6        0.24       32.32      
                                              mu_P        7.6        0.24       32.56      
                            pi_MC_GD_MOTHER_TRUEPE        7.6        0.24       32.80      
                             k_MC_GD_MOTHER_TRUEPE        7.6        0.24       33.40      
                               d0_MC_MOTHER_TRUEPE        7.6        0.24       33.28      
                                        k_IP_OWNPV        7.6        0.24       33.52      
                                           pi_PIDe        7.6        0.24       33.76      
                              dst_MC_MOTHER_TRUEPE        7.6        0.24       34.10      
                               pi_MC_MOTHER_TRUEPE        7.6        0.24       34.25      
                                k_MC_MOTHER_TRUEPE        7.6        0.24       34.49      
                                        d0_TRUEP_E        7.6        0.24       34.73      
                               b0_MC_MOTHER_TRUEPE        7.6        0.24       34.97      
                            spi_L0Calo_HCAL_realET        7.6        0.24       35.21      
                                        d0_TRUETAU        7.6        0.24       35.45      
                                    mu_TRACK_PCHI2        7.6        0.24       35.69      
                             mu_L0Calo_HCAL_realET        7.6        0.24       35.93      
                                             mu_PT        7.6        0.24       36.18      
                                      MCParticlePt        7.6        0.24       36.42      
                                         mu_TRUEPT        7.6        0.24       36.66      
                                            k_PIDe        7.6        0.24       36.90      
                                   mu_IPCHI2_OWNPV        7.6        0.24       37.14      
                                           mu_PIDe        7.6        0.24       37.38      
                                      mu_CombDLLMu        7.6        0.24       37.62      
                                          mu_PIDmu        7.6        0.24       37.86      
                           b0_TrueHadron_D0_GD1_PE        7.5        0.24       38.10      
                                         k_TRUEP_E        7.5        0.24       38.34      
                                        pi_TRUEP_E        7.5        0.24       38.58      
                                        dst_TRUEPT        7.5        0.24       38.83      
                                    pi_TRACK_PCHI2        7.5        0.24       39.70      
                                         b0_TRUEPT        7.5        0.24       39.31      
                                     k_TRACK_PCHI2        7.5        0.24       39.55      
                                   d0_FDCHI2_OWNPV        7.5        0.24       39.79      
                             pi_L0Calo_HCAL_realET        7.5        0.24       40.30      
                              k_L0Calo_HCAL_realET        7.5        0.24       40.27      
                                          k_TRUEPT        7.5        0.24       40.51      
                                       d0_FD_OWNPV        7.5        0.24       40.75      
                                         pi_TRUEPT        7.5        0.24       40.99      
                                      b0_TrueMu_PE        7.5        0.24       41.23      
                                b0_TrueNeutrino_PE        7.5        0.24       41.47      
                                             b0_MM        7.5        0.24       41.71      
                                              b0_M        7.5        0.24       41.95      
                                         d0_TRUEPT        7.5        0.24       42.19      
                                     spi_CombDLLMu        7.5        0.24       42.43      
                                         spi_PIDmu        7.5        0.24       42.67      
                                        b0_TRUETAU        7.5        0.24       42.91      
                                 b0_ISOLATION_CHI2        7.5        0.24       43.14      
                                b0_ISOLATION_CHI22        7.1        0.23       43.37      
                                              d0_M        7.0        0.22       43.60      
                                             dst_M        7.0        0.22       43.82      
                                            dst_MM        7.0        0.22       44.40      
                                             d0_MM        7.0        0.22       44.26      
                                     FitVar_Mmiss2        6.9        0.22       44.49      
                                        b0_True_Q2        6.9        0.22       44.70      
                                         FitVar_q2        6.8        0.22       44.92      
                                     b0_Boost_Beta        6.8        0.22       45.14      
                                b0_ISOLATION_CHI23        6.8        0.22       45.35      
                                    dst_DIRA_OWNPV        6.7        0.21       45.57      
                                   b0_MCTrue_pi0_E        6.5        0.21       45.77      
                                           mu_PIDd        6.4        0.21       45.98      
                                     d0_DIRA_OWNPV        6.4        0.20       46.18      
                                b0_ISOLATION_CHI24        6.3        0.20       46.38      
                                     b0_DIRA_OWNPV        6.2        0.20       46.58      
                                  b0_MCTrue_pi0_PZ        6.2        0.20       46.78      
                         mu_MC_GD_GD_MOTHER_TRUEPE        6.1        0.20       46.97      
                            b0_MC_GD_MOTHER_TRUEPE        6.1        0.19       47.17      
                                  b0_MCTrue_pi0_PX        6.0        0.19       47.36      
                                  b0_MCTrue_pi0_PY        6.0        0.19       47.55      
                                    dst_DIRA_ORIVX        5.8        0.18       47.73      
                             b0_MCTrue_combgamma_E        5.6        0.18       47.91      
                            b0_MCTrue_combgamma_PT        5.4        0.17       48.90      
                                     d0_DIRA_ORIVX        5.2        0.17       48.25      
                            spi_TRACK_VeloCHI2NDOF        5.0        0.16       48.41      
                             mu_TRACK_VeloCHI2NDOF        5.0        0.16       48.57      
                               spi_TRACK_TCHI2NDOF        5.0        0.16       48.73      
                              k_TRACK_VeloCHI2NDOF        5.0        0.16       48.89      
                             pi_TRACK_VeloCHI2NDOF        5.0        0.16       49.50      
                                mu_TRACK_TCHI2NDOF        5.0        0.16       49.21      
                                 k_TRACK_TCHI2NDOF        5.0        0.16       49.37      
                                pi_TRACK_TCHI2NDOF        5.0        0.16       49.53      
                                    spi_TRACK_CHI2        4.9        0.16       49.69      
                                       spi_ProbNNe        4.9        0.16       49.85      
                                     mu_TRACK_CHI2        4.9        0.16       50.00      
                                     pi_TRACK_CHI2        4.9        0.16       50.16      
                                        pi_ProbNNe        4.9        0.16       50.31      
                                      k_TRACK_CHI2        4.9        0.16       50.47      
                           b0_VERTEX_CHI2_COMB_1_2        4.9        0.16       50.62      
                                  b0_DOCA_COMB_1_2        4.9        0.16       50.78      
                                           mu_PIDK        4.9        0.16       50.94      
                                        mu_ProbNNp        4.9        0.16       51.90      
                                            k_PIDd        4.9        0.15       51.25      
                           b0_VERTEX_CHI2_COMB_2_4        4.9        0.15       51.40      
                           b0_VERTEX_CHI2_COMB_1_4        4.8        0.15       51.55      
                                        pi_ProbNNp        4.8        0.15       51.71      
                                  b0_DOCA_COMB_1_4        4.8        0.15       51.86      
                                  b0_DOCA_COMB_2_4        4.8        0.15       52.20      
                                         k_ProbNNe        4.8        0.15       52.17      
                                        b0_TRUEP_Z        4.8        0.15       52.33      
                        spi_MC_GD_GD_MOTHER_TRUEPZ        4.8        0.15       52.48      
                        dst_MC_GD_GD_MOTHER_TRUEPZ        4.8        0.15       52.63      
                           dst_MC_GD_MOTHER_TRUEPZ        4.8        0.15       52.79      
                               b0_MC_MOTHER_TRUEPZ        4.8        0.15       52.94      
                            mu_MC_GD_MOTHER_TRUEPZ        4.8        0.15       53.90      
                                           mu_PIDp        4.8        0.15       53.25      
                           b0_VERTEX_CHI2_COMB_2_3        4.8        0.15       53.40      
                               mu_MC_MOTHER_TRUEPZ        4.8        0.15       53.55      
                           b0_VERTEX_CHI2_COMB_1_3        4.8        0.15       53.71      
                                  b0_DOCA_COMB_2_3        4.8        0.15       53.86      
                                  b0_DOCA_COMB_1_3        4.8        0.15       54.10      
                         d0_MC_GD_GD_MOTHER_TRUEPZ        4.8        0.15       54.17      
                        b0_Matrixnet_wrong_ip_chi2        4.8        0.15       54.32      
                           b0_VERTEX_CHI2_COMB_3_4        4.8        0.15       54.47      
                                 b0_Matrixnet_chi2        4.8        0.15       54.63      
                                  b0_DOCA_COMB_3_4        4.8        0.15       54.78      
                                        b0_TRUEP_X        4.8        0.15       54.93      
                        spi_MC_GD_GD_MOTHER_TRUEPX        4.8        0.15       55.80      
                            mu_MC_GD_MOTHER_TRUEPX        4.8        0.15       55.24      
                            mu_MC_GD_MOTHER_TRUEPY        4.8        0.15       55.39      
                                        mu_ProbNNe        4.8        0.15       55.54      
                               mu_MC_MOTHER_TRUEPX        4.8        0.15       55.69      
                                        b0_TRUEP_Y        4.8        0.15       55.84      
                        dst_MC_GD_GD_MOTHER_TRUEPX        4.8        0.15       56.00      
                               b0_TrueHadron_D0_PZ        4.8        0.15       56.15      
                        spi_MC_GD_GD_MOTHER_TRUEPY        4.8        0.15       56.30      
                        dst_MC_GD_GD_MOTHER_TRUEPY        4.8        0.15       56.45      
                           dst_MC_GD_MOTHER_TRUEPX        4.8        0.15       56.61      
                               b0_MC_MOTHER_TRUEPX        4.8        0.15       56.76      
                           spi_MC_GD_MOTHER_TRUEPZ        4.8        0.15       56.91      
                         d0_MC_GD_GD_MOTHER_TRUEPX        4.8        0.15       57.60      
                               b0_MC_MOTHER_TRUEPY        4.8        0.15       57.21      
                               mu_MC_MOTHER_TRUEPY        4.8        0.15       57.37      
                           dst_MC_GD_MOTHER_TRUEPY        4.8        0.15       57.52      
                         d0_MC_GD_GD_MOTHER_TRUEPY        4.8        0.15       57.67      
                                b0_TrueNeutrino_PZ        4.8        0.15       57.82      
                                            k_PIDp        4.8        0.15       57.97      
                              dst_MC_MOTHER_TRUEPZ        4.7        0.15       58.12      
                                           pi_PIDd        4.7        0.15       58.27      
                         pi_MC_GD_GD_MOTHER_TRUEPZ        4.7        0.15       58.43      
                          k_MC_GD_GD_MOTHER_TRUEPZ        4.7        0.15       58.58      
                            d0_MC_GD_MOTHER_TRUEPZ        4.7        0.15       58.73      
                               spi_TRACK_MatchCHI2        4.7        0.15       58.88      
                                       spi_ProbNNp        4.7        0.15       59.30      
                               b0_ISOLATION_ANGLE4        4.7        0.15       59.18      
                                      b0_TrueMu_PZ        4.7        0.15       59.33      
                           b0_TrueHadron_D0_GD0_PZ        4.7        0.15       59.48      
                                        mu_TRUEP_Z        4.7        0.15       59.63      
                              spi_MC_MOTHER_TRUEPZ        4.7        0.15       59.78      
                                       dst_TRUEP_Z        4.7        0.15       59.93      
                                mu_TRACK_MatchCHI2        4.7        0.15       60.80      
                                pi_TRACK_MatchCHI2        4.7        0.15       60.23      
                             k_MC_GD_MOTHER_TRUEPZ        4.7        0.15       60.38      
                            pi_MC_GD_MOTHER_TRUEPZ        4.7        0.15       60.53      
                               d0_MC_MOTHER_TRUEPZ        4.7        0.15       60.68      
                                 k_TRACK_MatchCHI2        4.7        0.15       60.83      
                                           pi_PIDK        4.7        0.15       60.98      
                                          spi_PIDd        4.7        0.15       61.12      
                                k_MC_MOTHER_TRUEPZ        4.7        0.15       61.27      
                               pi_MC_MOTHER_TRUEPZ        4.7        0.15       61.42      
                                        d0_TRUEP_Z        4.7        0.15       61.57      
                                      mu_MuonDist2        4.7        0.15       61.72      
                          b0_IPCHI2_OWNPV_COMB_1_2        4.7        0.15       61.87      
                           b0_TrueHadron_D0_GD1_PZ        4.7        0.15       62.20      
                                         k_TRUEP_Z        4.7        0.15       62.16      
                                        pi_TRUEP_Z        4.6        0.15       62.31      
                                     b0_P_COMB_1_4        4.6        0.15       62.46      
                                       spi_ProbNNk        4.6        0.15       62.61      
                      b0_Matrixnet_wrong_ip_fdchi2        4.6        0.15       62.76      
                                     b0_P_COMB_2_4        4.6        0.15       62.90      
                          b0_VDCHI2_OWNPV_COMB_3_4        4.6        0.15       63.50      
                          b0_IPCHI2_OWNPV_COMB_3_4        4.6        0.15       63.20      
                               b0_Matrixnet_fdchi2        4.6        0.15       63.35      
                                           pi_PIDp        4.6        0.15       63.49      
                                        mu_ProbNNk        4.6        0.15       63.64      
                                         k_ProbNNp        4.6        0.15       63.79      
                          b0_IPCHI2_OWNPV_COMB_2_4        4.6        0.15       63.94      
                          b0_IPCHI2_OWNPV_COMB_1_4        4.6        0.15       64.90      
                          b0_VDCHI2_OWNPV_COMB_2_3        4.6        0.15       64.23      
                                   spi_ProbNNghost        4.6        0.15       64.38      
                          b0_VDCHI2_OWNPV_COMB_1_3        4.6        0.15       64.53      
                          b0_IPCHI2_OWNPV_COMB_2_3        4.6        0.15       64.68      
                                        b0_OWNPV_Z        4.6        0.15       64.82      
                          b0_IPCHI2_OWNPV_COMB_1_3        4.6        0.15       64.97      
                                     b0_P_COMB_1_2        4.6        0.15       65.12      
                          b0_VDCHI2_OWNPV_COMB_2_4        4.6        0.15       65.26      
                           spi_MC_GD_MOTHER_TRUEPX        4.6        0.15       65.41      
                           spi_MC_GD_MOTHER_TRUEPY        4.6        0.15       65.56      
                          b0_VDCHI2_OWNPV_COMB_1_2        4.6        0.15       65.71      
                          b0_VDCHI2_OWNPV_COMB_1_4        4.6        0.15       65.85      
                                     b0_P_COMB_3_4        4.6        0.15       66.00      
                               b0_TrueHadron_D0_PX        4.6        0.15       66.15      
                                        k_ProbNNpi        4.6        0.15       66.30      
                               b0_TrueHadron_D0_PY        4.6        0.15       66.44      
                                            k_PIDK        4.6        0.15       66.59      
                                        pi_ProbNNk        4.6        0.15       66.74      
                                     b0_P_COMB_1_3        4.6        0.15       66.88      
                                       mu_ProbNNpi        4.6        0.15       67.30      
                              dst_MC_MOTHER_TRUEPX        4.6        0.15       67.18      
                              dst_MC_MOTHER_TRUEPY        4.6        0.15       67.32      
                         pi_MC_GD_GD_MOTHER_TRUEPY        4.6        0.15       67.47      
                          k_MC_GD_GD_MOTHER_TRUEPY        4.6        0.15       67.62      
                            d0_MC_GD_MOTHER_TRUEPY        4.6        0.15       67.76      
                         pi_MC_GD_GD_MOTHER_TRUEPX        4.6        0.15       67.91      
                            d0_MC_GD_MOTHER_TRUEPX        4.6        0.15       68.60      
                          k_MC_GD_GD_MOTHER_TRUEPX        4.6        0.15       68.20      
                                     b0_P_COMB_2_3        4.6        0.15       68.35      
                                    mu_ProbNNghost        4.6        0.15       68.49      
                                     k_ProbNNghost        4.6        0.15       68.64      
                                    b0_PT_COMB_3_4        4.6        0.15       68.79      
                                    pi_ProbNNghost        4.6        0.15       68.93      
                               spi_TRACK_GhostProb        4.6        0.15       69.80      
                       b0_Matrixnet_wrong_ip_sumpt        4.6        0.15       69.22      
                                b0_Matrixnet_sumpt        4.6        0.15       69.37      
                                 b0_SUMPT_COMB_3_4        4.6        0.15       69.51      
                                    b0_PT_COMB_2_3        4.5        0.14       69.66      
                                    b0_PT_COMB_1_3        4.5        0.14       69.80      
                                 b0_SUMPT_COMB_2_3        4.5        0.14       69.95      
                                 b0_SUMPT_COMB_1_3        4.5        0.14       70.90      
                                    b0_PT_COMB_2_4        4.5        0.14       70.24      
                                 b0_SUMPT_COMB_2_4        4.5        0.14       70.38      
                                    b0_PT_COMB_1_4        4.5        0.14       70.53      
                                 b0_SUMPT_COMB_1_4        4.5        0.14       70.67      
                                     mu_OWNPV_CHI2        4.5        0.14       70.81      
                                     pi_OWNPV_CHI2        4.5        0.14       70.96      
                                      k_OWNPV_CHI2        4.5        0.14       71.10      
                           b0_MCORR_OWNPV_COMB_3_4        4.5        0.14       71.25      
                                    dst_OWNPV_CHI2        4.5        0.14       71.39      
                                mu_TRACK_GhostProb        4.5        0.14       71.53      
                                     d0_OWNPV_CHI2        4.5        0.14       71.68      
                                     b0_OWNPV_CHI2        4.5        0.14       71.82      
                                    spi_OWNPV_CHI2        4.5        0.14       71.96      
                                pi_TRACK_GhostProb        4.5        0.14       72.11      
                              spi_MC_MOTHER_TRUEPX        4.5        0.14       72.25      
                                 k_TRACK_GhostProb        4.5        0.14       72.39      
                                       dst_TRUEP_X        4.5        0.14       72.54      
                           b0_MCORR_OWNPV_COMB_2_3        4.5        0.14       72.68      
                           b0_TrueHadron_D0_GD0_PX        4.5        0.14       72.82      
                              spi_MC_MOTHER_TRUEPY        4.5        0.14       72.97      
                                       dst_TRUEP_Y        4.5        0.14       73.11      
                                spi_TRACK_CHI2NDOF        4.5        0.14       73.25      
                           b0_TrueHadron_D0_GD0_PY        4.5        0.14       73.40      
                           b0_MCORR_OWNPV_COMB_1_3        4.5        0.14       73.54      
                                    b0_PT_COMB_1_2        4.5        0.14       73.68      
                                       spi_TRUEP_Z        4.5        0.14       73.83      
                                 b0_SUMPT_COMB_1_2        4.5        0.14       73.97      
                            pi_MC_GD_MOTHER_TRUEPX        4.5        0.14       74.11      
                             k_MC_GD_MOTHER_TRUEPX        4.5        0.14       74.25      
                               d0_MC_MOTHER_TRUEPX        4.5        0.14       74.40      
                               d0_MC_MOTHER_TRUEPY        4.5        0.14       74.54      
                            pi_MC_GD_MOTHER_TRUEPY        4.5        0.14       74.68      
                             k_MC_GD_MOTHER_TRUEPY        4.5        0.14       74.82      
                           b0_MCORR_OWNPV_COMB_2_4        4.5        0.14       74.97      
                           b0_MCORR_OWNPV_COMB_1_4        4.5        0.14       75.11      
                                          spi_PIDp        4.4        0.14       75.25      
                                          spi_PIDK        4.4        0.14       75.39      
                                   b0_ETA_COMB_3_4        4.4        0.14       75.53      
                                   b0_ETA_COMB_2_3        4.4        0.14       75.67      
                                   b0_ETA_COMB_1_3        4.4        0.14       75.81      
                                 mu_TRACK_CHI2NDOF        4.4        0.14       75.96      
                                 pi_TRACK_CHI2NDOF        4.4        0.14       76.10      
                               pi_MC_MOTHER_TRUEPX        4.4        0.14       76.24      
                                k_MC_MOTHER_TRUEPX        4.4        0.14       76.38      
                                        d0_TRUEP_X        4.4        0.14       76.52      
                                  k_TRACK_CHI2NDOF        4.4        0.14       76.66      
                                k_MC_MOTHER_TRUEPY        4.4        0.14       76.80      
                               pi_MC_MOTHER_TRUEPY        4.4        0.14       76.94      
                                        d0_TRUEP_Y        4.4        0.14       77.90      
                                   b0_ETA_COMB_1_4        4.4        0.14       77.23      
                                   b0_ETA_COMB_2_4        4.4        0.14       77.37      
                                   b0_ETA_COMB_1_2        4.4        0.14       77.51      
                           b0_MCORR_OWNPV_COMB_1_2        4.4        0.14       77.65      
                               b0_ISOLATION_ANGLE3        4.3        0.14       77.78      
                               b0_ISOLATION_ANGLE2        4.2        0.13       77.92      
                                      spi_ProbNNpi        4.2        0.13       78.50      
                                       pi_ProbNNpi        4.1        0.13       78.19      
                                        mu_TRUEP_X        4.1        0.13       78.32      
                                         k_TRUEP_X        4.1        0.13       78.45      
                                      b0_TrueMu_PX        4.1        0.13       78.58      
                         mu_MC_GD_GD_MOTHER_TRUEPZ        4.1        0.13       78.71      
                                      b0_TrueMu_PY        4.1        0.13       78.84      
                                        mu_TRUEP_Y        4.1        0.13       78.98      
                                         k_TRUEP_Y        4.1        0.13       79.11      
                                        pi_TRUEP_X        4.1        0.13       79.24      
                                        pi_TRUEP_Y        4.1        0.13       79.37      
                                         k_ProbNNk        4.1        0.13       79.50      
                                b0_TrueNeutrino_PX        4.1        0.13       79.63      
                            b0_MC_GD_MOTHER_TRUEPZ        4.1        0.13       79.76      
                                b0_TrueNeutrino_PY        4.1        0.13       79.89      
                         mu_MC_GD_GD_MOTHER_TRUEPX        4.0        0.13       80.20      
                         mu_MC_GD_GD_MOTHER_TRUEPY        4.0        0.13       80.15      
                                       mu_MuonLLbg        4.0        0.13       80.28      
                         b0_MCTrue_gamma_mother_ID        4.0        0.13       80.40      
                            b0_MC_GD_MOTHER_TRUEPX        4.0        0.13       80.53      
                            b0_MC_GD_MOTHER_TRUEPY        4.0        0.13       80.66      
                                       mu_ProbNNmu        4.0        0.13       80.78      
                           b0_TrueHadron_D0_GD1_PY        3.9        0.12       80.91      
                           b0_TrueHadron_D0_GD1_PX        3.9        0.12       81.30      
                                b0_ISOLATION_ANGLE        3.8        0.12       81.15      
                                       spi_TRUEP_X        3.8        0.12       81.28      
                                       spi_TRUEP_Y        3.8        0.12       81.40      
                                  b0_ISOLATION_PX4        3.7        0.12       81.51      
                                  b0_ISOLATION_PX3        3.7        0.12       81.63      
                                  b0_ISOLATION_PX2        3.7        0.12       81.75      
                                  b0_ISOLATION_PY4        3.7        0.12       81.87      
                                  b0_ISOLATION_PY3        3.7        0.12       81.98      
                                   b0_ISOLATION_PX        3.7        0.12       82.10      
                                  b0_ISOLATION_PY2        3.7        0.12       82.22      
                                   b0_ISOLATION_PY        3.6        0.12       82.33      
                                            TrackP        3.6        0.12       82.45      
                                         TrackDOCA        3.6        0.12       82.56      
                                          CombDLLk        3.6        0.12       82.68      
                                          RichDLLk        3.6        0.12       82.79      
                                 TrackFitMatchChi2        3.6        0.11       82.91      
                                           TrackPt        3.6        0.11       83.20      
                                         RichDLLbt        3.6        0.11       83.14      
                                          CombDLLp        3.6        0.11       83.25      
                                          RichDLLp        3.6        0.11       83.37      
                                          RichDLLe        3.6        0.11       83.48      
                                          RichDLLd        3.6        0.11       83.60      
                                         CombDLLmu        3.6        0.11       83.71      
                                  TrackFitVeloChi2        3.6        0.11       83.82      
                                         RichDLLmu        3.6        0.11       83.94      
                                          CombDLLe        3.6        0.11       84.50      
                             TrackGhostProbability        3.6        0.11       84.17      
                                  b0_ISOLATION_PZ2        3.6        0.11       84.28      
                                  b0_ISOLATION_PZ3        3.6        0.11       84.39      
                                  b0_ISOLATION_PE2        3.6        0.11       84.51      
                                   b0_ISOLATION_PZ        3.6        0.11       84.62      
                                  b0_ISOLATION_PE3        3.6        0.11       84.73      
                                   b0_ISOLATION_PE        3.6        0.11       84.85      
                                  b0_ISOLATION_PZ4        3.5        0.11       84.96      
                                  b0_ISOLATION_PE4        3.5        0.11       85.70      
                            b0_MCTrue_combgamma_PZ        3.5        0.11       85.18      
                                     TrackFitTChi2        3.5        0.11       85.30      
                                     CaloBremMatch        3.5        0.11       85.41      
                                      CaloClusChi2        3.5        0.11       85.52      
                                       CaloTrMatch        3.5        0.11       85.63      
                                      CaloBremChi2        3.5        0.11       85.74      
                                   TrackChi2PerDof        3.4        0.11       85.85      
                            b0_DIRA_OWNPV_COMB_3_4        3.4        0.11       85.96      
                                   CaloNeutralEcal        3.4        0.11       86.70      
                            b0_DIRA_OWNPV_COMB_2_3        3.4        0.11       86.18      
                             b0_ISOLATION_NNghost4        3.4        0.11       86.29      
                                 b0_ISOLATION_NNp4        3.3        0.11       86.39      
                                 b0_ISOLATION_NNk4        3.3        0.11       86.50      
                            b0_DIRA_OWNPV_COMB_1_3        3.3        0.11       86.61      
                            b0_DIRA_OWNPV_COMB_2_4        3.3        0.10       86.71      
                                b0_ISOLATION_NNpi4        3.3        0.10       86.81      
                            b0_DIRA_OWNPV_COMB_1_4        3.2        0.10       86.92      
                                         CaloHcalE        3.2        0.10       87.20      
                                  b0_ISOLATION_BDT        3.2        0.10       87.12      
                            b0_MCTrue_combgamma_PX        3.2        0.10       87.22      
                            b0_MCTrue_combgamma_PY        3.1        0.10       87.32      
                                 b0_ISOLATION_BDT2        3.1        0.10       87.42      
                                       mu_MuonLLmu        3.1        0.10       87.52      
                             b0_ISOLATION_NNghost3        3.0        0.10       87.62      
                                         MuonBkgLL        3.0        0.10       87.71      
                                 b0_ISOLATION_NNk3        3.0        0.10       87.81      
                                 b0_ISOLATION_NNp3        3.0        0.10       87.90      
                                b0_ISOLATION_NNpi3        2.9        0.90       88.00      
                                 b0_ISOLATION_BDT3        2.9        0.90       88.90      
                            b0_DIRA_OWNPV_COMB_1_2        2.9        0.90       88.19      
                             b0_ISOLATION_NNghost2        2.9        0.90       88.28      
                                 b0_ISOLATION_NNk2        2.9        0.90       88.37      
                                 b0_ISOLATION_NNp2        2.9        0.90       88.46      
                                          MuonMuLL        2.8        0.90       88.55      
                                b0_ISOLATION_NNpi2        2.8        0.90       88.64      
                      b0_MCTrue_gamma_is_radiative        2.8        0.90       88.73      
                           b0_MCTrue_pi0_mother_ID        2.7        0.90       88.82      
                                        b0_OWNPV_Y        2.7        0.80       88.90      
                              b0_ISOLATION_NNghost        2.6        0.80       88.99      
                                  b0_ISOLATION_NNp        2.6        0.80       89.70      
                                  b0_ISOLATION_NNk        2.6        0.80       89.16      
                                        b0_OWNPV_X        2.6        0.80       89.24      
                                 b0_ISOLATION_BDT4        2.6        0.80       89.32      
                                 b0_ISOLATION_NNpi        2.6        0.80       89.40      
                                     NumOTClusters        2.5        0.80       89.48      
                                b0_ISOLATION_PIDK4        2.5        0.80       89.56      
                                b0_ISOLATION_PIDp4        2.5        0.80       89.64      
                                       eventNumber        2.5        0.80       89.72      
                                      NumRich1Hits        2.5        0.80       89.80      
                                      NumRich2Hits        2.5        0.80       89.88      
                                   CaloTrajectoryL        2.4        0.80       89.96      
                                   NumVeloClusters        2.4        0.80       90.30      
                           spi_MC_GD_GD_MOTHER_KEY        2.4        0.80       90.11      
                              dst_MC_GD_MOTHER_KEY        2.4        0.70       90.18      
                                  mu_MC_MOTHER_KEY        2.4        0.70       90.26      
                         pi_MC_GD_GD_GD_MOTHER_KEY        2.3        0.70       90.33      
                            d0_MC_GD_GD_MOTHER_KEY        2.3        0.70       90.41      
                          k_MC_GD_GD_GD_MOTHER_KEY        2.3        0.70       90.48      
                                  pi_MC_MOTHER_KEY        2.3        0.70       90.56      
                                   k_MC_MOTHER_KEY        2.3        0.70       90.63      
                                 CaloElectronMatch        2.3        0.70       90.70      
                                      CaloEcalChi2        2.3        0.70       90.78      
                                   CaloChargedEcal        2.3        0.70       90.85      
                                           nTracks        2.3        0.70       90.92      
                                     NumTTClusters        2.3        0.70       91.00      
                                     NumITClusters        2.2        0.70       91.70      
        b0_Matrixnet_Hlt1TwoTrackMVAEmulations_2_4        2.2        0.70       91.14      
        b0_Matrixnet_Hlt1TwoTrackMVAEmulations_1_4        2.2        0.70       91.21      
                                b0_ISOLATION_PIDK3        2.2        0.70       91.28      
                                b0_ISOLATION_PIDp3        2.2        0.70       91.35      
                                b0_ISOLATION_PIDK2        2.2        0.70       91.42      
                                b0_ISOLATION_PIDp2        2.2        0.70       91.49      
                                         CaloEcalE        2.1        0.70       91.56      
                                          HcalPIDe        2.1        0.70       91.62      
                                 b0_ISOLATION_PIDK        2.1        0.70       91.69      
                                 b0_ISOLATION_PIDp        2.1        0.70       91.75      
                                         HcalPIDmu        2.1        0.70       91.82      
                                        VeloCharge        2.0        0.70       91.88      
                                          BremPIDe        2.0        0.60       91.95      
                                        NumSPDHits        2.0        0.60       92.10      
        b0_Matrixnet_Hlt1TwoTrackMVAEmulations_1_3        1.9        0.60       92.70      
        b0_Matrixnet_Hlt1TwoTrackMVAEmulations_2_3        1.9        0.60       92.13      
        b0_Matrixnet_Hlt1TwoTrackMVAEmulations_3_4        1.8        0.60       92.19      
                                     NumVeloTracks        1.8        0.60       92.25      
                                         EcalPIDmu        1.8        0.60       92.31      
                                          EcalPIDe        1.7        0.60       92.36      
                                    CaloNeutralPrs        1.7        0.50       92.41      
                                 spi_MC_MOTHER_KEY        1.7        0.50       92.47      
                              spi_MC_GD_MOTHER_KEY        1.7        0.50       92.52      
                        spi_MC_GD_GD_GD_MOTHER_KEY        1.7        0.50       92.57      
                                 dst_MC_MOTHER_KEY        1.7        0.50       92.63      
                                k_MC_GD_MOTHER_KEY        1.7        0.50       92.68      
                               pi_MC_GD_MOTHER_KEY        1.7        0.50       92.73      
                                  d0_MC_MOTHER_KEY        1.7        0.50       92.79      
                            pi_MC_GD_GD_MOTHER_KEY        1.7        0.50       92.84      
                             k_MC_GD_GD_MOTHER_KEY        1.7        0.50       92.89      
                               d0_MC_GD_MOTHER_KEY        1.7        0.50       92.94      
                               mu_MC_GD_MOTHER_KEY        1.7        0.50       93.00      
                           dst_MC_GD_GD_MOTHER_KEY        1.6        0.50       93.50      
                         d0_MC_GD_GD_GD_MOTHER_KEY        1.6        0.50       93.10      
                                  b0_MC_MOTHER_KEY        1.6        0.50       93.15      
                                     NumLongTracks        1.6        0.50       93.21      
                                        NumTTracks        1.6        0.50       93.26      
                                    CaloChargedPrs        1.5        0.50       93.31      
        b0_Matrixnet_Hlt1TwoTrackMVAEmulations_1_2        1.5        0.50       93.35      
                                           PrsPIDe        1.5        0.50       93.40      
                            mu_MC_GD_GD_MOTHER_KEY        1.5        0.50       93.45      
                        dst_MC_GD_GD_GD_MOTHER_KEY        1.4        0.50       93.49      
                               b0_MC_GD_MOTHER_KEY        1.4        0.50       93.54      
                                    spi_OWNPV_NDOF        1.4        0.50       93.59      
                                     mu_OWNPV_NDOF        1.4        0.50       93.63      
                                    dst_OWNPV_NDOF        1.4        0.50       93.68      
                                     d0_OWNPV_NDOF        1.4        0.50       93.72      
                                     b0_OWNPV_NDOF        1.4        0.50       93.77      
                                     pi_OWNPV_NDOF        1.4        0.50       93.81      
                                      k_OWNPV_NDOF        1.4        0.50       93.86      
                                              mu_M        1.4        0.50       93.90      
                               NumDownstreamTracks        1.4        0.40       93.95      
                                 NumUpstreamTracks        1.3        0.40       93.99      
                                          CaloPrsE        1.3        0.40       94.30      
                                       TrackNumDof        1.3        0.40       94.80      
                                              pi_M        1.3        0.40       94.12      
                                     spi_TRACK_Key        1.3        0.40       94.16      
                                      mu_TRACK_Key        1.2        0.40       94.20      
                                      pi_TRACK_Key        1.2        0.40       94.24      
                                       k_TRACK_Key        1.2        0.40       94.27      
                                  TrackFitVeloNDoF        1.2        0.40       94.31      
                                     NumMuonTracks        1.2        0.40       94.35      
                                             spi_M        1.2        0.40       94.39      
                                               k_M        1.2        0.40       94.43      
                             mu_MC_GD_GD_MOTHER_ND        1.1        0.40       94.46      
                         dst_MC_GD_GD_GD_MOTHER_ND        1.1        0.40       94.50      
                                b0_MC_GD_MOTHER_ND        1.1        0.40       94.53      
                                     mu_TRACK_NDOF        1.1        0.30       94.57      
                                      k_TRACK_NDOF        1.1        0.30       94.60      
                                      spi_MuonLLbg        1.1        0.30       94.64      
                                     pi_TRACK_NDOF        1.1        0.30       94.67      
                                    spi_TRACK_NDOF        1.1        0.30       94.71      
                       k_L0Calo_HCAL_TriggerHCALET        1.1        0.30       94.74      
                                     TrackFitTNDoF        1.1        0.30       94.77      
                      pi_L0Calo_HCAL_TriggerHCALET        1.0        0.30       94.81      
                           k_L0Calo_HCAL_TriggerET        1.0        0.30       94.84      
                          pi_L0Calo_HCAL_TriggerET        1.0        0.30       94.87      
                                      spi_MuonLLmu        1.0        0.30       94.90      
                                 spi_TRACK_nOTHits        1.0        0.30       94.93      
                                mu_TRACK_nVeloHits        0.9        0.30       94.96      
                               spi_TRACK_nVeloHits        0.9        0.30       94.99      
                                 k_TRACK_nVeloHits        0.9        0.30       95.20      
                                pi_TRACK_nVeloHits        0.9        0.30       95.50      
                              b0_MCTrue_gamma_mult        0.9        0.30       95.80      
                                   k_TRACK_nOTHits        0.9        0.30       95.11      
                                  mu_TRACK_nOTHits        0.9        0.30       95.14      
                              b0_ISOLATION_TRUEID4        0.9        0.30       95.17      
                                  pi_TRACK_nOTHits        0.9        0.30       95.20      
                              b0_ISOLATION_TRUEID3        0.9        0.30       95.23      
                            k_L0Calo_HCAL_yTrigger        0.9        0.30       95.25      
                       b0_MCTrue_gamma_ArrayLength        0.8        0.30       95.28      
                           pi_L0Calo_HCAL_yTrigger        0.8        0.30       95.31      
                              b0_ISOLATION_TRUEID2        0.8        0.30       95.33      
                            k_L0Calo_HCAL_xTrigger        0.8        0.30       95.36      
                               mu_TRACK_nVeloRHits        0.8        0.30       95.39      
                               pi_TRACK_nVeloRHits        0.8        0.30       95.41      
                           pi_L0Calo_HCAL_xTrigger        0.8        0.30       95.44      
                                k_TRACK_nVeloRHits        0.8        0.30       95.46      
                              spi_TRACK_nVeloRHits        0.8        0.30       95.49      
                               spi_MC_GD_MOTHER_ID        0.8        0.30       95.51      
                             mu_TRACK_nVeloPhiHits        0.8        0.30       95.54      
                             pi_TRACK_nVeloPhiHits        0.8        0.20       95.56      
                              k_TRACK_nVeloPhiHits        0.8        0.20       95.59      
                            spi_TRACK_nVeloPhiHits        0.8        0.20       95.61      
                               b0_ISOLATION_TRUEID        0.8        0.20       95.64      
                               b0_TrueHadron_D0_ID        0.8        0.20       95.66      
                         spi_MC_GD_GD_GD_MOTHER_ID        0.8        0.20       95.69      
                                   b0_MC_MOTHER_ID        0.8        0.20       95.71      
                            dst_MC_GD_GD_MOTHER_ID        0.8        0.20       95.73      
                                  dst_MC_MOTHER_ID        0.7        0.20       95.76      
                                    spi_regionInM2        0.7        0.20       95.78      
                              k_MC_GD_GD_MOTHER_ID        0.7        0.20       95.80      
                                mu_MC_GD_MOTHER_ID        0.7        0.20       95.83      
                             pi_MC_GD_GD_MOTHER_ID        0.7        0.20       95.85      
                                d0_MC_GD_MOTHER_ID        0.7        0.20       95.87      
                             mu_MC_GD_GD_MOTHER_ID        0.7        0.20       95.90      
                          d0_MC_GD_GD_GD_MOTHER_ID        0.7        0.20       95.92      
                         dst_MC_GD_GD_GD_MOTHER_ID        0.7        0.20       95.94      
                                b0_MC_GD_MOTHER_ID        0.7        0.20       95.96      
                                b0_MCTrue_pi0_mult        0.7        0.20       95.99      
                                     mu_regionInM2        0.7        0.20       96.10      
                                   b0_MC_MOTHER_ND        0.7        0.20       96.30      
                         spi_MC_GD_GD_GD_MOTHER_ND        0.7        0.20       96.50      
                            dst_MC_GD_GD_MOTHER_ND        0.7        0.20       96.70      
                            spi_L0Calo_HCAL_region        0.7        0.20       96.90      
                                b0_ISOLATION_Type3        0.6        0.20       96.11      
                                b0_ISOLATION_Type2        0.6        0.20       96.13      
                                      k_regionInM2        0.6        0.20       96.15      
                                 b0_ISOLATION_Type        0.6        0.20       96.18      
                                     pi_regionInM2        0.6        0.20       96.20      
                                mu_MC_GD_MOTHER_ND        0.6        0.20       96.22      
                          d0_MC_GD_GD_GD_MOTHER_ND        0.6        0.20       96.24      
                              b0_ISOLATION_CHARGE3        0.6        0.20       96.26      
                              b0_ISOLATION_CHARGE2        0.6        0.20       96.27      
                               b0_ISOLATION_CHARGE        0.6        0.20       96.29      
                                b0_ISOLATION_Type4        0.6        0.20       96.31      
                              b0_ISOLATION_CHARGE4        0.6        0.20       96.33      
                                     spi_MuonDist2        0.6        0.20       96.35      
                         b0_MCTrue_pi0_ArrayLength        0.6        0.20       96.37      
                                      NumCaloHypos        0.6        0.20       96.39      
                                        k_MuonLLbg        0.6        0.20       96.41      
                                     L0nSelections        0.6        0.20       96.42      
                                    CaloNeutralSpd        0.5        0.20       96.44      
                                  spi_MC_MOTHER_ID        0.5        0.20       96.46      
                                        k_MuonLLmu        0.5        0.20       96.47      
                                       MuonNShared        0.5        0.20       96.49      
                            spi_MC_GD_GD_MOTHER_ID        0.5        0.20       96.51      
                           b0_TrueHadron_D0_GD0_ID        0.5        0.20       96.53      
                           b0_TrueHadron_D0_GD1_ID        0.5        0.20       96.54      
                             mu_L0Calo_HCAL_region        0.5        0.20       96.56      
                                         b0_TRUEID        0.5        0.20       96.57      
                                       spi_NShared        0.5        0.20       96.59      
                         b0_Matrixnet_wrong_ip_nlt        0.5        0.20       96.61      
                                  b0_Matrixnet_nlt        0.5        0.20       96.62      
                                   Hlt1nSelections        0.5        0.20       96.64      
                               spi_isMuonFromProto        0.5        0.20       96.66      
                                        dst_TRUEID        0.5        0.20       96.67      
                                   k_TRACK_nITHits        0.5        0.20       96.69      
                                       pi_MuonLLbg        0.5        0.20       96.70      
                               dst_MC_GD_MOTHER_ID        0.5        0.20       96.72      
                                 spi_TRACK_nTTHits        0.5        0.20       96.74      
                                        mu_NShared        0.5        0.20       96.75      
                                  mu_TRACK_nITHits        0.5        0.20       96.77      
                                  pi_TRACK_nITHits        0.5        0.20       96.78      
                                       pi_MuonLLmu        0.5        0.20       96.80      
                                   mu_MC_MOTHER_ID        0.5        0.20       96.81      
                                        spi_TRUEID        0.5        0.20       96.83      
                                  mu_TRACK_nTTHits        0.5        0.10       96.84      
                                  pi_TRACK_nTTHits        0.5        0.10       96.86      
                     Hlt2XcMuXForTauB2XcMuDecision        0.5        0.10       96.87      
                                   k_TRACK_nTTHits        0.5        0.10       96.89      
                                   Hlt2nSelections        0.5        0.10       96.90      
                                  RichAbovePrThres        0.5        0.10       96.92      
                           Hlt1TwoTrackMVADecision        0.5        0.10       96.93      
                                     spi_InMuonAcc        0.5        0.10       96.95      
                                  spi_MuonChi2Corr        0.5        0.10       96.96      
                              Hlt1TrackMVADecision        0.5        0.10       96.97      
                              k_L0Calo_HCAL_region        0.5        0.10       96.99      
                           k_MC_GD_GD_GD_MOTHER_ID        0.5        0.10       97.00      
                                    L0MuonDecision        0.5        0.10       97.20      
                                          L0Global        0.4        0.10       97.30      
                                 k_MC_GD_MOTHER_ID        0.4        0.10       97.50      
                          pi_MC_GD_GD_GD_MOTHER_ID        0.4        0.10       97.60      
                                          k_TRUEID        0.4        0.10       97.70      
                                    k_MC_MOTHER_ID        0.4        0.10       97.90      
                                    MCParticleType        0.4        0.10       97.10      
                                         mu_TRUEID        0.4        0.10       97.12      
                                   pi_MC_MOTHER_ID        0.4        0.10       97.13      
                             d0_MC_GD_GD_MOTHER_ID        0.4        0.10       97.14      
                                pi_MC_GD_MOTHER_ID        0.4        0.10       97.16      
                                         pi_TRUEID        0.4        0.10       97.17      
                                   d0_MC_MOTHER_ID        0.4        0.10       97.19      
                                    CaloChargedSpd        0.4        0.10       97.20      
                                       RecoPIDcode        0.4        0.10       97.21      
                                         d0_TRUEID        0.4        0.10       97.23      
                                      spi_ProbNNmu        0.4        0.10       97.24      
                                            dst_ID        0.4        0.10       97.26      
                                            spi_ID        0.4        0.10       97.27      
                                             d0_ID        0.4        0.10       97.28      
                                             pi_ID        0.4        0.10       97.30      
                                             mu_ID        0.4        0.10       97.31      
                                              k_ID        0.4        0.10       97.33      
                                             b0_ID        0.4        0.10       97.34      
                                  L0HadronDecision        0.4        0.10       97.35      
                                 spi_TRACK_nITHits        0.4        0.10       97.37      
                             pi_L0Calo_HCAL_region        0.4        0.10       97.38      
                                  RichAboveDeThres        0.4        0.10       97.39      
                                     RichUsedR2Gas        0.4        0.10       97.41      
                            spi_MC_GD_GD_MOTHER_ND        0.4        0.10       97.42      
                                  RichAboveKaThres        0.4        0.10       97.43      
                                      TrackHistory        0.4        0.10       97.44      
                                  b0_ISOLATION_SC4        0.4        0.10       97.46      
                               dst_MC_GD_MOTHER_ND        0.4        0.10       97.47      
                      mu_L0Calo_HCAL_TriggerHCALET        0.4        0.10       97.48      
                           k_MC_GD_GD_GD_MOTHER_ND        0.4        0.10       97.49      
                                   mu_MC_MOTHER_ND        0.4        0.10       97.50      
                                       k_MuonDist2        0.4        0.10       97.52      
                          pi_MC_GD_GD_GD_MOTHER_ND        0.4        0.10       97.53      
                          mu_L0Calo_HCAL_TriggerET        0.4        0.10       97.54      
                             d0_MC_GD_GD_MOTHER_ND        0.4        0.10       97.55      
                                    k_MC_MOTHER_ND        0.4        0.10       97.56      
                                   pi_MC_MOTHER_ND        0.4        0.10       97.57      
                                         InAccHcal        0.3        0.10       97.58      
                                          CaloSpdE        0.3        0.10       97.59      
                                  b0_ISOLATION_SC3        0.3        0.10       97.60      
                           mu_L0Calo_HCAL_yTrigger        0.3        0.10       97.61      
             spi_Hlt2XcMuXForTauB2XcMuDecision_Dec        0.3        0.10       97.62      
             dst_Hlt2XcMuXForTauB2XcMuDecision_Dec        0.3        0.10       97.64      
             spi_Hlt2XcMuXForTauB2XcMuDecision_TIS        0.3        0.10       97.65      
              pi_Hlt2XcMuXForTauB2XcMuDecision_Dec        0.3        0.10       97.66      
              d0_Hlt2XcMuXForTauB2XcMuDecision_Dec        0.3        0.10       97.67      
              b0_Hlt2XcMuXForTauB2XcMuDecision_Dec        0.3        0.10       97.68      
              mu_Hlt2XcMuXForTauB2XcMuDecision_Dec        0.3        0.10       97.69      
              b0_Hlt2XcMuXForTauB2XcMuDecision_TOS        0.3        0.10       97.70      
               k_Hlt2XcMuXForTauB2XcMuDecision_Dec        0.3        0.10       97.71      
                   dst_Hlt1TwoTrackMVADecision_TOS        0.3        0.10       97.72      
                                      pi_MuonDist2        0.3        0.10       97.73      
                    d0_Hlt1TwoTrackMVADecision_TOS        0.3        0.10       97.74      
                    mu_Hlt1TwoTrackMVADecision_TIS        0.3        0.10       97.74      
                    pi_Hlt1TwoTrackMVADecision_TIS        0.3        0.10       97.75      
                   spi_Hlt1TwoTrackMVADecision_TIS        0.3        0.10       97.76      
                     k_Hlt1TwoTrackMVADecision_TIS        0.3        0.10       97.77      
                    b0_Hlt1TwoTrackMVADecision_TOS        0.3        0.10       97.78      
                       d0_Hlt1TrackMVADecision_TIS        0.3        0.10       97.79      
                      dst_Hlt1TrackMVADecision_TOS        0.3        0.10       97.80      
                      dst_Hlt1TrackMVADecision_TIS        0.3        0.10       97.81      
                       d0_Hlt1TrackMVADecision_TOS        0.3        0.10       97.82      
                       mu_Hlt1TrackMVADecision_TIS        0.3        0.10       97.83      
                       pi_Hlt1TrackMVADecision_TIS        0.3        0.10       97.84      
                   spi_Hlt1TwoTrackMVADecision_Dec        0.3        0.10       97.85      
                   dst_Hlt1TwoTrackMVADecision_Dec        0.3        0.10       97.86      
                    b0_Hlt1TwoTrackMVADecision_Dec        0.3        0.10       97.87      
                    mu_Hlt1TwoTrackMVADecision_Dec        0.3        0.10       97.88      
                    d0_Hlt1TwoTrackMVADecision_Dec        0.3        0.10       97.89      
                    pi_Hlt1TwoTrackMVADecision_Dec        0.3        0.10       97.90      
                     k_Hlt1TwoTrackMVADecision_Dec        0.3        0.10       97.91      
                        k_Hlt1TrackMVADecision_TIS        0.3        0.10       97.92      
                       pi_Hlt1TrackMVADecision_TOS        0.3        0.10       97.93      
                       mu_Hlt1TrackMVADecision_TOS        0.3        0.10       97.94      
                      spi_Hlt1TrackMVADecision_TIS        0.3        0.10       97.95      
                        k_Hlt1TrackMVADecision_TOS        0.3        0.10       97.96      
                      spi_Hlt1TrackMVADecision_Dec        0.3        0.10       97.97      
                      dst_Hlt1TrackMVADecision_Dec        0.3        0.10       97.98      
                            dst_L0MuonDecision_Dec        0.3        0.10       97.99      
                            spi_L0MuonDecision_Dec        0.3        0.10       98.00      
                            spi_L0MuonDecision_TIS        0.3        0.10       98.10      
                       b0_Hlt1TrackMVADecision_TOS        0.3        0.10       98.20      
                       pi_Hlt1TrackMVADecision_Dec        0.3        0.10       98.30      
                       mu_Hlt1TrackMVADecision_Dec        0.3        0.10       98.40      
                       b0_Hlt1TrackMVADecision_Dec        0.3        0.10       98.50      
                       d0_Hlt1TrackMVADecision_Dec        0.3        0.10       98.60      
                             pi_L0MuonDecision_TIS        0.3        0.10       98.70      
                        k_Hlt1TrackMVADecision_Dec        0.3        0.10       98.80      
                            dst_L0MuonDecision_TIS        0.3        0.10       98.90      
                             mu_L0MuonDecision_Dec        0.3        0.10       98.10      
                             d0_L0MuonDecision_Dec        0.3        0.10       98.11      
                             pi_L0MuonDecision_Dec        0.3        0.10       98.12      
                             b0_L0MuonDecision_Dec        0.3        0.10       98.13      
                              k_L0MuonDecision_TIS        0.3        0.10       98.14      
                             d0_L0MuonDecision_TIS        0.3        0.10       98.15      
                              k_L0MuonDecision_Dec        0.3        0.10       98.16      
                             mu_L0MuonDecision_TOS        0.3        0.10       98.17      
                             b0_L0MuonDecision_TOS        0.3        0.10       98.18      
                                  dst_Hlt2Phys_TIS        0.3        0.10       98.19      
                                  dst_Hlt2Phys_TOS        0.3        0.10       98.19      
                                mu_isMuonFromProto        0.3        0.10       98.20      
                                   d0_Hlt2Phys_TOS        0.3        0.10       98.21      
                                 mu_Hlt1Global_TOS        0.3        0.10       98.22      
                                  dst_L0Global_TIS        0.3        0.10       98.23      
                                 pi_Hlt1Global_TOS        0.3        0.10       98.24      
                                   b0_L0Global_TOS        0.3        0.10       98.25      
                                   d0_Hlt2Phys_TIS        0.3        0.10       98.26      
                          dst_L0HadronDecision_Dec        0.3        0.10       98.27      
                          spi_L0HadronDecision_Dec        0.3        0.10       98.28      
                           b0_L0HadronDecision_Dec        0.3        0.10       98.29      
                           mu_L0HadronDecision_Dec        0.3        0.10       98.30      
                           pi_L0HadronDecision_Dec        0.3        0.10       98.31      
                           d0_L0HadronDecision_Dec        0.3        0.10       98.32      
                                  k_Hlt1Global_TOS        0.3        0.10       98.33      
                                   mu_L0Global_TOS        0.3        0.10       98.34      
                          spi_L0HadronDecision_TIS        0.3        0.10       98.35      
                                   mu_L0Global_TIS        0.3        0.10       98.36      
                                   mu_Hlt1Phys_TOS        0.3        0.10       98.37      
                                   d0_L0Global_TIS        0.3        0.10       98.38      
                                    k_Hlt2Phys_TIS        0.3        0.10       98.39      
                            k_L0HadronDecision_Dec        0.3        0.10       98.40      
                                    k_Hlt1Phys_TOS        0.3        0.10       98.41      
                                   pi_L0Global_TIS        0.3        0.10       98.42      
                                   pi_Hlt2Phys_TIS        0.3        0.10       98.43      
                                   b0_Hlt2Phys_TIS        0.3        0.10       98.43      
                                   pi_Hlt1Phys_TOS        0.3        0.10       98.44      
                           mu_L0HadronDecision_TIS        0.3        0.10       98.45      
                                spi_Hlt1Global_TIS        0.3        0.10       98.46      
                                spi_Hlt2Global_TOS        0.3        0.10       98.47      
                                spi_Hlt2Global_TIS        0.3        0.10       98.48      
                                dst_Hlt2Global_TOS        0.3        0.10       98.49      
                                dst_Hlt2Global_TIS        0.3        0.10       98.50      
                                dst_Hlt1Global_TOS        0.3        0.10       98.51      
                                 b0_Hlt2Global_TIS        0.3        0.10       98.52      
                                 pi_Hlt1Global_TIS        0.3        0.10       98.53      
                                 b0_Hlt1Global_TOS        0.3        0.10       98.54      
                                   mu_Hlt2Phys_TIS        0.3        0.10       98.55      
                                 mu_Hlt1Global_TIS        0.3        0.10       98.56      
                                 pi_Hlt2Global_TOS        0.3        0.10       98.57      
                                 b0_Hlt2Global_TOS        0.3        0.10       98.58      
                                 pi_Hlt2Global_TIS        0.3        0.10       98.59      
                                 mu_Hlt2Global_TIS        0.3        0.10       98.60      
                                 mu_Hlt2Global_TOS        0.3        0.10       98.61      
                                 d0_Hlt2Global_TIS        0.3        0.10       98.62      
                                 d0_Hlt2Global_TOS        0.3        0.10       98.62      
                                dst_Hlt1Global_TIS        0.3        0.10       98.63      
                                 d0_Hlt1Global_TIS        0.3        0.10       98.64      
                                    k_L0Global_TIS        0.3        0.10       98.65      
                                  spi_Hlt2Phys_TIS        0.3        0.10       98.66      
                                 d0_Hlt1Global_TOS        0.3        0.10       98.67      
                                 b0_Hlt1Global_TIS        0.3        0.10       98.68      
                                  dst_Hlt1Phys_TIS        0.3        0.10       98.69      
                                  spi_Hlt1Phys_Dec        0.3        0.10       98.70      
                                  dst_Hlt1Phys_Dec        0.3        0.10       98.71      
                                  k_Hlt2Global_TOS        0.3        0.10       98.72      
                                  k_Hlt2Global_TIS        0.3        0.10       98.73      
                                   d0_Hlt1Phys_TIS        0.3        0.10       98.74      
                                  spi_Hlt1Phys_TIS        0.3        0.10       98.75      
                                  spi_L0Global_TIS        0.3        0.10       98.76      
                                  k_Hlt1Global_TIS        0.3        0.10       98.77      
                                  dst_L0Global_Dec        0.3        0.10       98.78      
                                  spi_L0Global_Dec        0.3        0.10       98.79      
                                   d0_Hlt1Phys_TOS        0.3        0.10       98.80      
                                  dst_Hlt1Phys_TOS        0.3        0.10       98.81      
                                         InAccEcal        0.3        0.10       98.81      
                                    k_Hlt1Phys_Dec        0.3        0.10       98.82      
                                   pi_Hlt1Phys_TIS        0.3        0.10       98.83      
                                   b0_Hlt1Phys_TIS        0.3        0.10       98.84      
                                   b0_Hlt1Phys_TOS        0.3        0.10       98.85      
                                   mu_Hlt1Phys_TIS        0.3        0.10       98.86      
                                    k_L0Global_Dec        0.3        0.10       98.87      
                                   d0_Hlt1Phys_Dec        0.3        0.10       98.88      
                                   b0_Hlt1Phys_Dec        0.3        0.10       98.89      
                                   pi_Hlt1Phys_Dec        0.3        0.10       98.90      
                                   mu_Hlt1Phys_Dec        0.3        0.10       98.91      
                                   mu_L0Global_Dec        0.3        0.10       98.92      
                                   b0_L0Global_Dec        0.3        0.10       98.93      
                                   pi_L0Global_Dec        0.3        0.10       98.94      
                                   d0_L0Global_Dec        0.3        0.10       98.95      
                                    k_Hlt1Phys_TIS        0.3        0.10       98.96      
                                   b0_Hlt2Phys_TOS        0.3        0.10       98.97      
                           mu_L0Calo_HCAL_xTrigger        0.3        0.10       98.97      
                                   mu_Hlt2Phys_TOS        0.3        0.10       98.98      
                                   b0_L0Global_TIS        0.3        0.10       98.99      
                           pi_L0HadronDecision_TIS        0.3        0.10       99.00      
                            k_L0HadronDecision_TIS        0.3        0.10       99.10      
                                  dst_L0Global_TOS        0.3        0.10       99.20      
                                   d0_L0Global_TOS        0.3        0.10       99.30      
                          dst_L0HadronDecision_TOS        0.3        0.10       99.40      
                           b0_L0HadronDecision_TOS        0.3        0.10       99.50      
                           d0_L0HadronDecision_TOS        0.3        0.10       99.60      
                                       spi_hasMuon        0.3        0.10       99.60      
                    d0_Hlt1TwoTrackMVADecision_TIS        0.3        0.10       99.70      
                                  b0_ISOLATION_SC2        0.3        0.10       99.80      
                           d0_L0HadronDecision_TIS        0.3        0.10       99.90      
                   dst_Hlt1TwoTrackMVADecision_TIS        0.3        0.10       99.10      
                          dst_L0HadronDecision_TIS        0.3        0.10       99.11      
                           b0_L0HadronDecision_TIS        0.3        0.10       99.12      
                       b0_Hlt1TrackMVADecision_TIS        0.3        0.10       99.12      
                                        MuonIsMuon        0.3        0.10       99.13      
                                         InAccBrem        0.3        0.10       99.14      
                                          InAccPrs        0.3        0.10       99.15      
                                        k_ProbNNmu        0.2        0.10       99.16      
                                         k_NShared        0.2        0.10       99.17      
                                      mu_InMuonAcc        0.2        0.10       99.17      
                                          InAccSpd        0.2        0.10       99.18      
                                 k_isMuonFromProto        0.2        0.10       99.19      
                                    k_L0Global_TOS        0.2        0.10       99.20      
                                   pi_L0Global_TOS        0.2        0.10       99.20      
                    b0_Hlt1TwoTrackMVADecision_TIS        0.2        0.10       99.21      
                                spi_Hlt1Global_TOS        0.2        0.10       99.22      
                           pi_L0HadronDecision_TOS        0.2        0.10       99.23      
                            k_L0HadronDecision_TOS        0.2        0.10       99.24      
                                  spi_Hlt1Phys_TOS        0.2        0.10       99.24      
                                   mu_MuonChi2Corr        0.2        0.10       99.25      
                                   MuonIsLooseMuon        0.2        0.10       99.26      
                                    mu_isMuonTight        0.2        0.10       99.27      
                                         InAccMuon        0.2        0.10       99.27      
                                       pi_ProbNNmu        0.2        0.10       99.28      
                             mu_L0MuonDecision_TIS        0.2        0.10       99.29      
                                pi_isMuonFromProto        0.2        0.10       99.29      
                                        pi_NShared        0.2        0.10       99.30      
                             b0_L0MuonDecision_TIS        0.2        0.10       99.31      
                                       k_InMuonAcc        0.2        0.10       99.31      
                                         mu_isMuon        0.2        0.10       99.32      
                                    k_MuonChi2Corr        0.2        0.10       99.33      
                                     RichUsedR1Gas        0.2        0.10       99.33      
                                        mu_hasMuon        0.2        0.10       99.34      
                                         k_hasCalo        0.2        0.10       99.35      
                                        mu_hasCalo        0.2        0.10       99.35      
                                      pi_InMuonAcc        0.2        0.10       99.36      
                                        pi_hasCalo        0.2        0.10       99.36      
                                   pi_MuonChi2Corr        0.2        0.10       99.37      
                                         k_hasMuon        0.2        0.10       99.38      
                               b0_TrueHadron_D1_PE        0.2        0.10       99.38      
                           b0_TrueHadron_D1_GD0_PE        0.2        0.10       99.39      
                                   b0_ISOLATION_SC        0.2        0.10       99.39      
                     spi_L0Calo_HCAL_TriggerHCALET        0.2        0.10       99.40      
                         spi_L0Calo_HCAL_TriggerET        0.2        0.10       99.40      
                               b0_TrueHadron_D2_PE        0.2        0.10       99.41      
                           b0_TrueHadron_D2_GD0_PE        0.2        0.10       99.42      
                                        spi_isMuon        0.2        0.10       99.42      
                           b0_TrueHadron_D2_GD1_PE        0.2        0.10       99.43      
                                        pi_hasMuon        0.2        0.10       99.43      
                           mu_L0HadronDecision_TOS        0.2        0.10       99.44      
                           b0_TrueHadron_D1_GD1_PE        0.2        0.10       99.44      
                               b0_TrueHadron_D1_PZ        0.2        0.00       99.45      
                                         runNumber        0.2        0.00       99.45      
                           b0_TrueHadron_D1_GD0_PZ        0.2        0.00       99.46      
                                        dst_BKGCAT        0.2        0.00       99.46      
                                   spi_isMuonTight        0.2        0.00       99.47      
                               b0_TrueHadron_D2_PZ        0.2        0.00       99.47      
                          spi_L0Calo_HCAL_yTrigger        0.2        0.00       99.48      
              mu_Hlt2XcMuXForTauB2XcMuDecision_TIS        0.1        0.00       99.48      
                           b0_TrueHadron_D2_GD0_PZ        0.1        0.00       99.48      
                               b0_TrueHadron_D1_PY        0.1        0.00       99.49      
                               b0_TrueHadron_D1_PX        0.1        0.00       99.49      
                           b0_TrueHadron_D2_GD1_PZ        0.1        0.00       99.50      
                           b0_TrueHadron_D1_GD0_PY        0.1        0.00       99.50      
                           b0_TrueHadron_D1_GD0_PX        0.1        0.00       99.51      
                               b0_TrueHadron_D2_PX        0.1        0.00       99.51      
                               b0_TrueHadron_D2_PY        0.1        0.00       99.52      
                           b0_TrueHadron_D2_GD0_PY        0.1        0.00       99.52      
                           b0_TrueHadron_D2_GD0_PX        0.1        0.00       99.53      
                           b0_TrueHadron_D1_GD1_PZ        0.1        0.00       99.53      
                          spi_L0Calo_HCAL_xTrigger        0.1        0.00       99.54      
                           b0_TrueHadron_D2_GD1_PY        0.1        0.00       99.54      
                           b0_TrueHadron_D2_GD1_PX        0.1        0.00       99.54      
                              b0_ISOLATION_IsMuon4        0.1        0.00       99.55      
                                     totCandidates        0.1        0.00       99.55      
                           b0_TrueHadron_D1_GD1_PX        0.1        0.00       99.56      
                           b0_TrueHadron_D1_GD1_PY        0.1        0.00       99.56      
                                         b0_BKGCAT        0.1        0.00       99.57      
                                          k_isMuon        0.1        0.00       99.57      
                                     k_isMuonTight        0.1        0.00       99.57      
                              b0_ISOLATION_IsMuon3        0.1        0.00       99.58      
                            dst_L0MuonDecision_TOS        0.1        0.00       99.58      
                                         pi_isMuon        0.1        0.00       99.58      
                                       spi_hasCalo        0.1        0.00       99.59      
                             d0_L0MuonDecision_TOS        0.1        0.00       99.59      
                               spi_MC_GD_MOTHER_ND        0.1        0.00       99.60      
                              b0_ISOLATION_IsMuon2        0.1        0.00       99.60      
             dst_Hlt2XcMuXForTauB2XcMuDecision_TOS        0.1        0.00       99.60      
                                   b0_TRUEISSTABLE        0.1        0.00       99.61      
                                    pi_isMuonTight        0.1        0.00       99.61      
                                       dst_TRUETAU        0.1        0.00       99.61      
                               b0_ISOLATION_IsMuon        0.1        0.00       99.62      
                                  dst_MC_MOTHER_ND        0.1        0.00       99.62      
              pi_Hlt2XcMuXForTauB2XcMuDecision_TIS        0.1        0.00       99.63      
                                    k_Hlt2Phys_TOS        0.1        0.00       99.63      
                                   pi_Hlt2Phys_TOS        0.1        0.00       99.63      
                               b0_TrueHadron_D1_ID        0.1        0.00       99.63      
                              k_L0MuonDecision_TOS        0.1        0.00       99.64      
               k_Hlt2XcMuXForTauB2XcMuDecision_TIS        0.1        0.00       99.64      
                               b0_TrueHadron_D2_ID        0.1        0.00       99.64      
                                  dst_TRUEISSTABLE        0.1        0.00       99.65      
                                  spi_L0Global_TOS        0.1        0.00       99.65      
             dst_Hlt2XcMuXForTauB2XcMuDecision_TIS        0.1        0.00       99.65      
              d0_Hlt2XcMuXForTauB2XcMuDecision_TIS        0.1        0.00       99.66      
                                         d0_BKGCAT        0.1        0.00       99.66      
                                        nCandidate        0.1        0.00       99.66      
                          spi_L0HadronDecision_TOS        0.1        0.00       99.67      
                             pi_L0MuonDecision_TOS        0.1        0.00       99.67      
                           b0_TrueHadron_D1_GD0_ID        0.1        0.00       99.67      
                                  spi_MC_MOTHER_ND        0.1        0.00       99.68      
              b0_Hlt2XcMuXForTauB2XcMuDecision_TIS        0.1        0.00       99.68      
                                       spi_hasRich        0.1        0.00       99.68      
                           b0_TrueHadron_D2_GD0_ID        0.1        0.00       99.68      
                           b0_TrueHadron_D2_GD1_ID        0.1        0.00       99.69      
                         b0_MC_GD_GD_MOTHER_TRUEPE        0.1        0.00       99.69      
                           b0_TrueHadron_D1_GD1_ID        0.1        0.00       99.69      
                                        mu_hasRich        0.1        0.00       99.70      
                                         k_hasRich        0.1        0.00       99.70      
             spi_Hlt2XcMuXForTauB2XcMuDecision_TOS        0.1        0.00       99.70      
              pi_Hlt2XcMuXForTauB2XcMuDecision_TOS        0.1        0.00       99.70      
              mu_Hlt2XcMuXForTauB2XcMuDecision_TOS        0.1        0.00       99.71      
              d0_Hlt2XcMuXForTauB2XcMuDecision_TOS        0.1        0.00       99.71      
               k_Hlt2XcMuXForTauB2XcMuDecision_TOS        0.1        0.00       99.71      
                         b0_MC_GD_GD_MOTHER_TRUEPZ        0.1        0.00       99.72      
                         b0_MC_GD_GD_MOTHER_TRUEPY        0.1        0.00       99.72      
                                           MCFromD        0.1        0.00       99.72      
                         b0_MC_GD_GD_MOTHER_TRUEPX        0.1        0.00       99.72      
                   spi_Hlt1TwoTrackMVADecision_TOS        0.1        0.00       99.73      
                    pi_Hlt1TwoTrackMVADecision_TOS        0.1        0.00       99.73      
                    mu_Hlt1TwoTrackMVADecision_TOS        0.1        0.00       99.73      
                      spi_Hlt1TrackMVADecision_TOS        0.1        0.00       99.73      
                     k_Hlt1TwoTrackMVADecision_TOS        0.1        0.00       99.74      
                                        pi_hasRich        0.1        0.00       99.74      
                            spi_L0MuonDecision_TOS        0.1        0.00       99.74      
                           b0_TrueHadron_D1_GD2_PE        0.1        0.00       99.75      
                           b0_TrueHadron_D2_GD2_PE        0.1        0.00       99.75      
                                spi_Hlt2Global_Dec        0.1        0.00       99.75      
                                spi_Hlt1Global_Dec        0.1        0.00       99.75      
                                dst_Hlt2Global_Dec        0.1        0.00       99.75      
                                dst_Hlt1Global_Dec        0.1        0.00       99.76      
                                b0_True_IsTauDecay        0.1        0.00       99.76      
                           b0_TrueHadron_D1_GD2_PZ        0.1        0.00       99.76      
                                  spi_Hlt2Phys_TOS        0.1        0.00       99.76      
                                 pi_Hlt2Global_Dec        0.1        0.00       99.77      
                                 d0_Hlt1Global_Dec        0.1        0.00       99.77      
                                 pi_Hlt1Global_Dec        0.1        0.00       99.77      
                                 mu_Hlt2Global_Dec        0.1        0.00       99.77      
                                 d0_Hlt2Global_Dec        0.1        0.00       99.78      
                                 mu_Hlt1Global_Dec        0.1        0.00       99.78      
                                 b0_Hlt1Global_Dec        0.1        0.00       99.78      
                                 b0_Hlt2Global_Dec        0.1        0.00       99.78      
                           b0_TrueHadron_D2_GD2_PZ        0.1        0.00       99.79      
                                  spi_TRUEISSTABLE        0.1        0.00       99.79      
                                  dst_Hlt2Phys_Dec        0.1        0.00       99.79      
                                  k_Hlt1Global_Dec        0.1        0.00       99.79      
                                  k_Hlt2Global_Dec        0.1        0.00       99.80      
                                  spi_Hlt2Phys_Dec        0.1        0.00       99.80      
                                           MCFromB        0.1        0.00       99.80      
                           b0_TrueHadron_D1_GD2_PX        0.1        0.00       99.80      
                           b0_TrueHadron_D1_GD2_PY        0.1        0.00       99.81      
                                   b0_Hlt2Phys_Dec        0.1        0.00       99.81      
                                   mu_Hlt2Phys_Dec        0.1        0.00       99.81      
                          mu_MC_GD_GD_GD_MOTHER_ID        0.1        0.00       99.81      
                                   pi_Hlt2Phys_Dec        0.1        0.00       99.82      
                                   d0_Hlt2Phys_Dec        0.1        0.00       99.82      
                                   mu_TRUEISSTABLE        0.1        0.00       99.82      
                                   pi_TRUEISSTABLE        0.1        0.00       99.82      
                                   d0_TRUEISSTABLE        0.1        0.00       99.82      
                           b0_TrueHadron_D2_GD2_PX        0.1        0.00       99.83      
                                    k_Hlt2Phys_Dec        0.1        0.00       99.83      
                                    k_TRUEISSTABLE        0.1        0.00       99.83      
                           b0_TrueHadron_D2_GD2_PY        0.1        0.00       99.83      
                           b0_TrueHadron_D0_GD2_PE        0.1        0.00       99.84      
                          mu_MC_GD_GD_GD_MOTHER_ND        0.1        0.00       99.84      
                                  RichAboveElThres        0.1        0.00       99.84      
                                  RichAboveMuThres        0.1        0.00       99.84      
                                  RichAbovePiThres        0.1        0.00       99.85      
                           b0_TrueHadron_D0_GD2_PZ        0.1        0.00       99.85      
                         mu_MC_GD_GD_GD_MOTHER_KEY        0.1        0.00       99.85      
                           b0_TrueHadron_D0_GD2_PX        0.1        0.00       99.85      
                           b0_TrueHadron_D0_GD2_PY        0.1        0.00       99.85      
                                             HasMC        0.1        0.00       99.86      
                                         RichDLLpi        0.1        0.00       99.86      
b0_Matrixnet_Hlt1TwoTrackMVAEmulations_WrongIP_1_4        0.1        0.00       99.86      
b0_Matrixnet_Hlt1TwoTrackMVAEmulations_WrongIP_1_2        0.1        0.00       99.86      
b0_Matrixnet_Hlt1TwoTrackMVAEmulations_WrongIP_1_3        0.1        0.00       99.86      
b0_Matrixnet_Hlt1TwoTrackMVAEmulations_WrongIP_2_3        0.1        0.00       99.87      
b0_Matrixnet_Hlt1TwoTrackMVAEmulations_WrongIP_2_4        0.1        0.00       99.87      
b0_Matrixnet_Hlt1TwoTrackMVAEmulations_WrongIP_3_4        0.1        0.00       99.87      
                                         CombDLLpi        0.1        0.00       99.87      
                           b0_VERTEX_NDOF_COMB_1_3        0.1        0.00       99.87      
                           b0_VERTEX_NDOF_COMB_2_3        0.1        0.00       99.88      
                           b0_VERTEX_NDOF_COMB_2_4        0.1        0.00       99.88      
                             b0_MC_GD_GD_MOTHER_ID        0.1        0.00       99.88      
                           b0_VERTEX_NDOF_COMB_1_4        0.1        0.00       99.88      
                           b0_VERTEX_NDOF_COMB_3_4        0.1        0.00       99.88      
                           b0_VERTEX_NDOF_COMB_1_2        0.1        0.00       99.89      
                              spi_TRACK_Likelihood        0.1        0.00       99.89      
                               pi_TRACK_Likelihood        0.1        0.00       99.89      
                               mu_TRACK_Likelihood        0.1        0.00       99.89      
                                k_TRACK_Likelihood        0.1        0.00       99.89      
                                       spi_TRUETAU        0.1        0.00       99.90      
                                        mu_TRUETAU        0.1        0.00       99.90      
                                        pi_TRUETAU        0.1        0.00       99.90      
                                         k_TRUETAU        0.1        0.00       99.90      
                             b0_MC_GD_GD_MOTHER_ND        0.1        0.00       99.90      
                                       spi_ProbNNd        0.1        0.00       99.91      
                                        mu_ProbNNd        0.1        0.00       99.91      
                                        pi_ProbNNd        0.1        0.00       99.91      
                                         k_ProbNNd        0.1        0.00       99.91      
                           b0_TrueHadron_D1_GD2_ID        0.1        0.00       99.91      
                           b0_TrueHadron_D2_GD2_ID        0.1        0.00       99.91      
                            b0_MC_GD_GD_MOTHER_KEY        0.1        0.00       99.92      
                                 k_MC_GD_MOTHER_ND        0.1        0.00       99.92      
                                pi_MC_GD_MOTHER_ND        0.1        0.00       99.92      
                           b0_TrueHadron_D0_GD2_ID        0.1        0.00       99.92      
                                          Polarity        0.1        0.00       99.92      
                                   d0_MC_MOTHER_ND        0.1        0.00       99.93      
                             pi_MC_GD_GD_MOTHER_ND        0.1        0.00       99.93      
                              k_MC_GD_GD_MOTHER_ND        0.1        0.00       99.93      
                                d0_MC_GD_MOTHER_ND        0.1        0.00       99.93      
                          b0_MC_GD_GD_GD_MOTHER_ID        0.1        0.00       99.93      
                          b0_MC_GD_GD_GD_MOTHER_ND        0.1        0.00       99.93      
                                b0_TrueTauNuTau_PE        0.1        0.00       99.94      
                                b0_TrueTauNuTau_PZ        0.1        0.00       99.94      
                                b0_TrueTauNuTau_PX        0.1        0.00       99.94      
                                b0_TrueTauNuTau_PY        0.1        0.00       99.94      
                                 b0_TrueTauNuMu_PZ        0.1        0.00       99.94      
                                 b0_TrueTauNuMu_PE        0.1        0.00       99.94      
                                 b0_TrueTauNuMu_PY        0.1        0.00       99.95      
                                 b0_TrueTauNuMu_PX        0.1        0.00       99.95      
                         b0_MC_GD_GD_GD_MOTHER_KEY        0.1        0.00       99.95      
                                     b0_TrueTau_PE        0.1        0.00       99.95      
                                     b0_TrueTau_PX        0.1        0.00       99.95      
                                     b0_TrueTau_PY        0.1        0.00       99.95      
                                     b0_TrueTau_PZ        0.1        0.00       99.95      
                                   TrackLikelihood        0.0        0.00       99.96      
                                dst_ENDVERTEX_NDOF        0.0        0.00       99.96      
                                 b0_ENDVERTEX_NDOF        0.0        0.00       99.96      
                                    TrackCloneDist        0.0        0.00       99.96      
                                    TrackMatchChi2        0.0        0.00       99.96      
                                 d0_ENDVERTEX_NDOF        0.0        0.00       99.96      
                                 b0_DISCARDMu_NDOF        0.0        0.00       99.97      
                                    spi_TRACK_Type        0.0        0.00       99.97      
                                    dst_ORIVX_NDOF        0.0        0.00       99.97      
                                    spi_ORIVX_NDOF        0.0        0.00       99.97      
                                     mu_TRACK_Type        0.0        0.00       99.97      
                                     pi_TRACK_Type        0.0        0.00       99.97      
                                     mu_ORIVX_NDOF        0.0        0.00       99.97      
                                     d0_ORIVX_NDOF        0.0        0.00       99.98      
                                     pi_ORIVX_NDOF        0.0        0.00       99.98      
                                           HLT1TCK        0.0        0.00       99.98      
                                           HLT2TCK        0.0        0.00       99.98      
                         spi_TRACK_nVeloPileUpHits        0.0        0.00       99.98      
                                      k_TRACK_Type        0.0        0.00       99.98      
                                      k_ORIVX_NDOF        0.0        0.00       99.99      
                          pi_TRACK_nVeloPileUpHits        0.0        0.00       99.99      
                          mu_TRACK_nVeloPileUpHits        0.0        0.00       99.99      
                           k_TRACK_nVeloPileUpHits        0.0        0.00       99.99      
                                         TrackType        0.0        0.00       99.99      
                                        Hlt1Global        0.0        0.00       99.99      
                                        Hlt2Global        0.0        0.00       99.99      
                                           L0DUTCK        0.0        0.00      100.00      
                                            BCType        0.0        0.00      100.00      
                                      RichUsedAero        0.0        0.00      100.00      
                                              BCID        0.0        0.00      100.00      
yipengsun commented 1 year ago

@afernez we probably should ask this question to the DaVinci mailing list, that is: for run 2 analysis that still uses legacy DaVinci, can we remove output branches at DaVinci level?

afernez commented 1 year ago

I could message the mailing list--noting the DaVinci version we use and basically just asking if there's a way to specify for some subset of output branches to be dropped--sure. I don't currently have a good feeling for what can be dropped, though. Are you expecting a significant fraction?

yipengsun commented 1 year ago

Checking out the tables listed in https://github.com/umd-lhcb/lhcb-ntuples-gen/issues/93#issuecomment-1003468956, I think many angular variables might not be needed.

I guess if we drop many of the angular variables (e.g. mu_CosTheta), we can save some storage space on lxplus for step-1 ntuples.