==> November 2005 Baseline <==

Preselection cuts for boosting PID training: Tank Hits>200, Veto Hits<6, R<500 cm, Ntotsubevt<=2.

  -A-  Preselection efficiencies for each Nuance channel from 1.5M cocktail and 200K fully oscillated nue samples.

  -B-  ParticleID efficiency table, detailed efficiencies for the testing samples (*-uz means with uz variables, otherwise without uz) are available  here.

  -C-  Yong Liu's YBoost performance comparison table.

  -D-  Plots: YBoost outputs, contamination ratio(%) versus signal eff(%).

  -E-  The optimized YBoost cuts and expected nue oscillation sensitivities for Y8-18 (old-with high systematic errors) ,the efficiency tables are also available here. Nue osc. sensitivity and optimized cuts for Y18-22(NEW), nue osc signal and background events are shown in numbers, plots, background pie charts without dirt events and with expected dirt events.

  -F-  Comparison of nue oscillation sensitivity based on Zelimir's cut-based analysis.

  -G-  Plots: Intrinsic nue ccqe signal eff, background eff and contamination ratio versus visible energy, or versus enuqe.
      (The overall contamination ratios for ALLBKGD, MUCCQE, MULIKE, NCPI0 and DELTA are 2%, 0.2%, 2%, 2% and 50%, respectively. G - Green, B - Blue, Y - Yellow, M - Magenta.)

  -H-  YBoost performance trained with energy and geometrical bins, NO significant improvment was seen for various tests from Haijun and from Yong Liu

  -I-  The rank of 318 input variables is available here , and the rank of selected 78 input variables is here

  -J-  Improvement of PID performance with cascade boosting training
(Note: As Yong Liu suggested, 4 variables - NVeto, Stancu_X, Stancu_Y and Stancu_Z are not used for boosting training - set 0 values.)
2nd boosting of dual-boosting training
with 1st boosting > -2  (rcp and tree data files)
 Input Vars
 Signal
 Background
 Ntotsubevt
 PID Eff. (0.5%, 1%, 2%  cont. ratio) - PLOT
YBoost19_ALLBKGD
 74 - with UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutrino id (nuid) < 3, all chid
 1
 38.5%, 63.1%, 78.5%
YBoost20_ALLBKGD
 114 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutrino id (nuid) < 3, all chid 1
 35.3%, 61.1%, 76.0%
YBoost21_ALLBKGD
 174 - with UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutrino id (nuid) < 3, all chid 1
 51.5%, 68.0%, 79.7%
YBoost22_ALLBKGD
 304 - with UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutrino id (nuid) < 3, all chid 1
 64.2%, 76.6%, 87.0%


Yong's less vars boost (rcp and tree data files)
 Input Vars
 Signal
 Background
 Ntotsubevt
 PID Eff.
lessvar_boost_ELBG
 9 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutrino id (nuid) < 3, all chid
 1
lessvar_boost_ELMU
 9 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu ccqe (nuid=1, chid=1)
 1 or 2
lessvar_boost_ELPI
 9 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current pi0 (nuid=1, chid=6,8,96)
 1
lessvar_boost_ELDE
 9 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current radiative delta (nuid=1, chid=94)
 1



YBoost13 (rcp and tree data files)
 Input Vars
 Signal
 Background
 Ntotsubevt
 PID Eff.
YBoost13_ALLBKGD
 12 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutrino id (nuid) < 3, all chid
 1
YBoost13_MUCCQE
 12 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu ccqe (nuid=1, chid=1)
 1 or 2
YBoost13_MULIKE
 12 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu like (nuid<3, all chid except, 1,6,8,96,94)
 1 or 2
YBoost13_NCPI0
 12 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current pi0 (nuid=1, chid=6,8,96)
 1
YBoost13_DELTA
 12 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current radiative delta (nuid=1, chid=94)
 1
YBoost13_MUCCQE_SIGNAL
 12 - no UZ
 mu ccqe (nuid=1,chid=1)
 all other cocktail events
 1 or 2
YBoost13_NCPI0_SIGNAL
 12 - no UZ
 nc pi0 (nuid=1, chid=6,8,96)
 all other cocktail events
 1
YBoost13_DELTA_SIGNAL
 12 - no UZ
 nc delta (nuid=1, chid=94)
 all other cocktail events
 1
YBoost13_CCPI0_SIGNAL
 12 - no UZ
 cc pi0 (nuid=1, chid=4)
 all other cocktail events
 1 or 2
YBoost13_CCPIP_SIGNAL
 12 - no UZ
 cc pi+ (nuid=1, chid=3,5,97)
 all other cocktail events
 1 or 2

YBoost13_NUECCPIP_SIGNAL
 12 - no UZ
 nue cc pi+ (nuid=3, chid=3,5,97)
 all other cocktail events
 1 or 2


YBoost14 (rcp and tree data files)
 Input Vars
 Signal
 Background
 Ntotsubevt
 PID Eff.
YBoost14_ALLBKGD
 12+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutrino id (nuid) < 3, all chid
 1
YBoost14_MUCCQE
 12+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu ccqe (nuid=1, chid=1)
 1 or 2
YBoost14_MULIKE
 12+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu like (nuid<3, all chid except, 1,6,8,96,94)
 1 or 2
YBoost14_NCPI0
 12+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current pi0 (nuid=1, chid=6,8,96)
 1
YBoost14_DELTA
 12+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current radiative delta (nuid=1, chid=94)
 1
YBoost14_MUCCQE_SIGNAL
 12+UZ
 mu ccqe (nuid=1,chid=1)
 all other cocktail events
 1 or 2
YBoost14_NCPI0_SIGNAL
 12+UZ
 nc pi0 (nuid=1, chid=6,8,96)
 all other cocktail events
 1
YBoost14_DELTA_SIGNAL
 12+UZ
 nc delta (nuid=1, chid=94)
 all other cocktail events
 1
YBoost14_CCPI0_SIGNAL
 12+UZ
 cc pi0 (nuid=1, chid=4)
 all other cocktail events
 1 or 2
YBoost14_CCPIP_SIGNAL
 12+UZ
 cc pi+ (nuid=1, chid=3,5,97)
 all other cocktail events
 1 or 2

YBoost14_NUECCPIP_SIGNAL
 12+UZ
 nue cc pi+ (nuid=3, chid=3,5,97)
 all other cocktail events
 1 or 2


YBoost15 (rcp and tree data files)
 Input Vars
 Signal
 Background
 Ntotsubevt
 PID Eff.
YBoost15_ALLBKGD
 46 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutrino id (nuid) < 3, all chid
 1
YBoost15_MUCCQE
 46 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu ccqe (nuid=1, chid=1)
 1 or 2
YBoost15_MULIKE
 46 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu like (nuid<3, all chid except, 1,6,8,96,94)
 1 or 2
YBoost15_NCPI0
 46 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current pi0 (nuid=1, chid=6,8,96)
 1
YBoost15_DELTA
 46 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current radiative delta (nuid=1, chid=94)
 1
YBoost15_MUCCQE_SIGNAL
 46 - no UZ
 mu ccqe (nuid=1,chid=1)
 all other cocktail events
 1 or 2
YBoost15_NCPI0_SIGNAL
 46 - no UZ
 nc pi0 (nuid=1, chid=6,8,96)
 all other cocktail events
 1
YBoost15_DELTA_SIGNAL
 46 - no UZ
 nc delta (nuid=1, chid=94)
 all other cocktail events
 1
YBoost15_CCPI0_SIGNAL
 46 - no UZ
 cc pi0 (nuid=1, chid=4)
 all other cocktail events
 1 or 2
YBoost15_CCPIP_SIGNAL
 46 - no UZ
 cc pi+ (nuid=1, chid=3,5,97)
 all other cocktail events
 1 or 2

YBoost15_NUECCPIP_SIGNAL
 46 - no UZ
 nue cc pi+ (nuid=3, chid=3,5,97)
 all other cocktail events
 1 or 2


YBoost16 (rcp and tree data files)
 Input Vars
 Signal
 Background
 Ntotsubevt
 PID Eff.
YBoost16_ALLBKGD
 46+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutrino id (nuid) < 3, all chid
 1
YBoost16_MUCCQE
 46+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu ccqe (nuid=1, chid=1)
 1 or 2
YBoost16_MULIKE
 46+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu like (nuid<3, all chid except, 1,6,8,96,94)
 1 or 2
YBoost16_NCPI0
 46+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current pi0 (nuid=1, chid=6,8,96)
 1
YBoost16_DELTA
 46+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current radiative delta (nuid=1, chid=94)
 1
YBoost16_MUCCQE_SIGNAL
 46+UZ
 mu ccqe (nuid=1,chid=1)
 all other cocktail events
 1 or 2
YBoost16_NCPI0_SIGNAL
 46+UZ
 nc pi0 (nuid=1, chid=6,8,96)
 all other cocktail events
 1
YBoost16_DELTA_SIGNAL
 46+UZ
 nc delta (nuid=1, chid=94)
 all other cocktail events
 1
YBoost16_CCPI0_SIGNAL
 46+UZ
 cc pi0 (nuid=1, chid=4)
 all other cocktail events
 1 or 2
YBoost16_CCPIP_SIGNAL
 46+UZ
 cc pi+ (nuid=1, chid=3,5,97)
 all other cocktail events
 1 or 2

YBoost16_NUECCPIP_SIGNAL
 46+UZ
 nue cc pi+ (nuid=3, chid=3,5,97)
 all other cocktail events
 1 or 2


YBoost17 (rcp and tree data files)
 Input Vars
 Signal
 Background
 Ntotsubevt
 PID Eff.
YBoost17_ALLBKGD
 78 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutrino id (nuid) < 3, all chid
 1
YBoost17_MUCCQE
 78 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu ccqe (nuid=1, chid=1)
 1 or 2
YBoost17_MULIKE
 78 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu like (nuid<3, all chid except, 1,6,8,96,94)
 1 or 2
YBoost17_NCPI0
 78 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current pi0 (nuid=1, chid=6,8,96)
 1
YBoost17_DELTA
 78 - no UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current radiative delta (nuid=1, chid=94)
 1
YBoost17_MUCCQE_SIGNAL
 78 - no UZ
 mu ccqe (nuid=1,chid=1)
 all other cocktail events
 1 or 2
YBoost17_NCPI0_SIGNAL
 78 - no UZ
 nc pi0 (nuid=1, chid=6,8,96)
 all other cocktail events
 1
YBoost17_DELTA_SIGNAL
 78 - no UZ
 nc delta (nuid=1, chid=94)
 all other cocktail events
 1
YBoost17_CCPI0_SIGNAL
 78 - no UZ
 cc pi0 (nuid=1, chid=4)
 all other cocktail events
 1 or 2
YBoost17_CCPIP_SIGNAL
 78 - no UZ
 cc pi+ (nuid=1, chid=3,5,97)
 all other cocktail events
 1 or 2

YBoost17_NUECCPIP_SIGNAL
 78 - no UZ
 nue cc pi+ (nuid=3, chid=3,5,97)
 all other cocktail events
 1 or 2


YBoost18 (rcp and tree data files)
 Input Vars
 Signal
 Background
 Ntotsubevt
 PID Eff.
YBoost18_ALLBKGD
 78+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutrino id (nuid) < 3, all chid
 1
YBoost18_MUCCQE
 78+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu ccqe (nuid=1, chid=1)
 1 or 2
YBoost18_MULIKE
 78+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 mu like (nuid<3, all chid except, 1,6,8,96,94)
 1 or 2
YBoost18_NCPI0
 78+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current pi0 (nuid=1, chid=6,8,96)
 1
YBoost18_DELTA
 78+UZ
 intrinsic nue ccqe (nuid=3, chid=1)
 neutral current radiative delta (nuid=1, chid=94)
 1
YBoost18_MUCCQE_SIGNAL
 78+UZ
 mu ccqe (nuid=1,chid=1)
 all other cocktail events
 1 or 2
YBoost18_NCPI0_SIGNAL
 78+UZ
 nc pi0 (nuid=1, chid=6,8,96)
 all other cocktail events
 1
YBoost18_DELTA_SIGNAL
 78+UZ
 nc delta (nuid=1, chid=94)
 all other cocktail events
 1
YBoost18_CCPI0_SIGNAL
 78+UZ
 cc pi0 (nuid=1, chid=4)
 all other cocktail events
 1 or 2
YBoost18_CCPIP_SIGNAL
 78+UZ
 cc pi+ (nuid=1, chid=3,5,97)
 all other cocktail events
 1 or 2

YBoost18_NUECCPIP_SIGNAL
 78+UZ
 nue cc pi+ (nuid=3, chid=3,5,97)
 all other cocktail events
 1 or 2