...
- Evis JETS
- Mvis JETS
- PTvis JETS
- B Likeness
- C likeness
- Number of HE Electrons
- Higgs Mass
- Z energy
- Zstr energy
- Z cos theta
- Zstr cos theta
- Z mass
- Zstr mass
- azimuthal separation of Z jets
- thrust
- Number Charged Tracks
- Number of electrons
- Number of muons
----NEW VARIABLES:
- y34
- y56
- lepton pair (PDG ID1 = -ID2) mass closest to Mz
- jet pair mass closest to mW
jet pair1 - mW
+
jet pair2 - mW
...
| Code Block |
|---|
[neal@localhost weights]$ grep -A 8 -i optimal- ../hzzv14-presel-v4-new-common0410results.txt --- Classifier ( #signal, #backgr.) Optimal-cut S/sqrt(S+B) NSig NBkg EffSig EffBkg -- --------------------------------------------------------------------------------------------- --- Cuts: ( 664.0744,1312202.5) -0.0050 0 0 0 0 0 --- Likelihood: ( 664.0744,1312202.5) 1.0000 0.728991 644.0848 779980.1 0.9699 0.5944 --- Fisher: ( 664.0744,1312202.5) 0.0120 1.70335 258.2099 22721.13 0.3888 0.01732 --- BDTG: ( 664.0744,1312202.5) -0.9823 1.17754 538.5353 208621.3 0.811 0.159 --- BDT: ( 664.0744,1312202.5) -0.0462 3.42709 100.6751 762.2891 0.1516 0.0005809 -- --------------------------------------------------------------------------------------------- |
NOW:
| Code Block |
|---|
if ((fp = fopen("HZZ-TMVA-vars-ffh_zz_all_SM_background_+80e-_-30e+-v6-mini.txt","r"))==NULL) exit(0);
[neal@localhost test]$ source storeresultsHZZv4.sh hzz-withlep-withmW-n2-Mhiggspresel-plusptntrkp8g16y34nvtx
--- ==================================================================================================
--- Classifier ( #signal, #backgr.) Optimal-cut S/sqrt(S+B) NSig NBkg EffSig EffBkg
--- --------------------------------------------------------------------------------------------------
--- Cuts: (1035.8644, 1196975) -0.0050 0 0 0 0 0
--- Likelihood: (1035.8644, 1196975) 1.0000 1.66886 315.8824 35510.98 0.3049 0.02967
--- Fisher: (1035.8644, 1196975) 0.0047 2.38122 586.8862 60157.76 0.5666 0.05026
--- BDTG: (1035.8644, 1196975) -0.9795 2.625 293.8675 12238.81 0.2837 0.01022
--- BDT: (1035.8644, 1196975) -0.0427 4.9889 146.0711 711.2005 0.141 0.0005942
--- --------------------------------------------------------------------------------------------------
^^^^^^
|
BDT plots:
...
Cut table for BDT: (NEW)NEW:
| Code Block |
|---|
cuts__ (Cut Name ): all others 2f 4f 6f aa 1f 3f 5f q e+mu tau nu Signif. cut #0 (all ): 7.769e+07 625000 14507062 1019938 0 54073784 0 7464875 0 948 91 45 262 0.15 Delta(sig*BR) = 6.548594 +/- 0.046879 cut #1 (y34>0.y34>0. ): 7.705e+07 625000 14449800 1018312 0 53568784 0 7387500 0 947 91 45 262 0.15 Delta(sig*BR) = 6.523157 +/- 0.046724 cut #2 (95.<hmass<140. 95.<hmass<140. ): 1.257e+07 150000 10264438 825238 0 387992 0 938000 0 901 86 43 213 0.35 Delta(sig*BR) = 2.854636 +/- 0.021075 cut #3 (25.<PTvisJETS<70 PTvisJETS no cut ): 5.637e+06 25000 4545812 744212 0 8750 0 312125 0 866 84 37 180 0.49 Delta(sig*BR) = 2.033046 +/- 0.015436 cut #4 (nTrks>5 nTrks>5 ): 3.826e+06 0 2957175 679838 0 8750 0 179500 0 866 81 36 176 0.59 Delta(sig*BR) = 1.688536 +/- 0.012688 cut #5 (jetthrust no cut jetthrust < 0.98 ): 3.826e+06 0 2957175 679838 0 8750 0 179500 0 866 81 36 176 0.59 Delta(sig*BR) = 1.688536 +/- 0.012688 cut #6 (ej1<120. ej1<120. ): 2.144e+06 0 1480162 539312 0 8750 0 114500 0 844 78 35 176 0.77 Delta(sig*BR) = 1.292336 +/- 0.009952 cut #7 (MVA ): 9.252e+02 0 50 712 0 0 0 0 0 79 27 3 53 5.35 Delta(sig*BR) = 0.186991 +/- 0.010382 |
...