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[^MyDBDvvH.java]







[^MyDBDzHzzAnalysis.java]







[^IsolatedHighPElectronIdentifier.java]






[^mvaeffs_BDT.png]






[^mvaeffs_Fisher.png]






[^rejBvsS.png]






[^variables_id_c1.png] [^variables_id_c2.png] [^variables_id_c3.png]







[^sidHZZtmva-v4.C]



[^zzhcuttabmini_v4.c]





factory->AddVariable( "evisjets", "Evis JETS", "GeV", 'F' );
   factory->AddVariable( "mvisjets", "Mvis JETS", "GeV", 'F' );
   factory->AddVariable( "ptvisjets", "PTvis JETS", "GeV/c", 'F' );
   factory->AddVariable( "blike", "B Likeness", "", 'F' );
   factory->AddVariable( "clike", "C likeness", "", 'F' );
   factory->AddVariable( "nelec", "Number of HE Electrons", 'F' );
   factory->AddVariable( "hmass", "Higgs Mass","GeV/c2", 'F' );
   factory->AddVariable( "ejet1", "Z energy","GeV", 'F' );
   factory->AddVariable( "ejet2",  "Zstr energy", "GeV", 'F' );
   factory->AddVariable( "cjet1",  "Z cos theta","", 'F' );
   factory->AddVariable( "cjet2",  "Zstr cos theta", "", 'F' );
   factory->AddVariable( "mjet1",  "Z mass", "GeV/c2", 'F' );
   factory->AddVariable( "mjet2",  "Zstr mass", "GeV/c2", 'F' );
   factory->AddVariable( "dphi",  "azimuthal separation of Z jets", "", 'F' );
   factory->AddVariable( "jetthrust",  "thrust", "1", 'F' );
   factory->AddVariable( "nchtrks",  "Number Charged Tracks", "", 'F' );

   factory->AddVariable( "tjpart1",  "Number of electrons", "", 'F' );
   factory->AddVariable( "tjpart2",  "Number of muons", "", 'F' );

if ( EvisJETS<140.0) {
&nbsp;&nbsp; &nbsp; if (nTrks>10 && EvisJETS>60.0 && PTvisJETS>5.0 && hmass>50. && hmass<140. && fabs(fabs(dph)-3.14159)>0.15 && ej1>40. && jetthrust<0.99) presel=1; // #4 LOW EVIS
&nbsp;&nbsp;&nbsp;&nbsp; } else {
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; if (nTrks>20 && EvisJETS<220.0 && PTvisJETS>5.0 && hmass>100. && hmass<150. && fabs(fabs(dph)-3.14159)>0.05 && ej1<130. && jetthrust<0.99) presel=1; // #10
&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; }&nbsp; // common0410


\{code}
 [neal@localhost weights\]$ grep \-A 8 \-i optimal\- ../hzzv14-presel-v4-new-common0410results.txt
\ --\- Classifier&nbsp;&nbsp;Classifier   (&nbsp;  #signal, #backgr.)&nbsp;  Optimal-cut&nbsp;cut  S/sqrt(S+B)&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; NSig&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; NBkg&nbsp;&nbsp; EffSig&nbsp;&nbsp; EffBkg
\--\- \--\--\--\--\      NSig      NBkg   EffSig   EffBkg
 -- ----------------------------------------------------------------------------------------------\-
\ ---&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;       Cuts:&nbsp;  ( 664.0744,1312202.5)&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; \-0.0050&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 0&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 0&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 0&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 0&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 0
\--\- Likelihood:&nbsp;      -0.0050            0         0         0        0        0
 --- Likelihood:  ( 664.0744,1312202.5)&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;       1.0000&nbsp;&nbsp;&nbsp;&nbsp;0000     0.728991&nbsp;728991  644.0848&nbsp;0848  779980.1&nbsp;&nbsp;1   0.9699&nbsp;&nbsp;9699   0.5944
\ ---&nbsp;&nbsp;&nbsp;&nbsp;     Fisher:&nbsp;  ( 664.0744,1312202.5)&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;       0.0120&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;0120      1.70335&nbsp;70335  258.2099&nbsp;2099  22721.13&nbsp;&nbsp;13   0.3888&nbsp;3888  0.01732
\ ---&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;       BDTG:&nbsp;  ( 664.0744,1312202.5)&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; \-0.9823&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 1.17754&nbsp; 538.5353&nbsp; 208621.3&nbsp;&nbsp;&nbsp; 0.811&nbsp;&nbsp;&nbsp;      -0.9823      1.17754  538.5353  208621.3    0.811    0.159
\ ---&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;        BDT:&nbsp;  ( 664.0744,1312202.5)&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; \-0.0462&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 3.42709&nbsp; 100.6751&nbsp; 762.2891&nbsp;&nbsp;      -0.0462      3.42709  100.6751  762.2891   0.1516 0.0005809
\ --\- \--\--\--\--\-----------------------------------------------------------------------------------------\-
{code}

{code}
isigall= 1345.984602 isigpresel= 1460.101057 igood= 114.116455 ibad= 762.500000
intot= 77692005.984714 ipre= 876.616455
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 (20.<PTvisJETS       ): 1.283e+07    37500  5525512   746188        0  2968250        0  3546875        0      806       69       44      259      0.33  Delta(sig*BR) = 3.042092 +/- 0.024172
cut #2 (EvisJETS<220.       ): 4.637e+06    25000  3287550   514400        0   130196        0   678875        0      608       42       41      219      0.42  Delta(sig*BR) = 2.365748 +/- 0.020248
cut #3 (50.<hmass<140.      ): 3.306e+06        0  2542562   378675        0    60426        0   323875        0      536       38       35      206      0.45  Delta(sig*BR) = 2.233245 +/- 0.019503
cut #4 (||dph|-3.14159|>0.15 ): 2.772e+06        0  2083912   364150        0    57097        0   266000        0      514       36       33      202      0.47  Delta(sig*BR) = 2.120439 +/- 0.018965
cut #5 (nTrks>10            ): 1.426e+06        0  1136375   169088        0    30283        0    89875        0      466       10       19      177      0.56  Delta(sig*BR) = 1.777889 +/- 0.017994
cut #6 (jetthrust<0.99      ): 1.325e+06        0  1044700   165588        0    30033        0    84125        0      463       10       19      173      0.58  Delta(sig*BR) = 1.730704 +/- 0.017728
cut #7 (ej1>40.             ): 1.313e+06        0  1035112   164625        0    29215        0    83250        0      462       10       19      173      0.58  Delta(sig*BR) = 1.725415 +/- 0.017704
cut #8 (MVA                 ): 8.766e+02        0      138      625        0        0        0        0        0       51        0        1       62      3.85  Delta(sig*BR) = 0.259452 +/- 0.015456

{code}

[^TrackSubdetectorHitNumbersDriver.java]