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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

\[neal@localhost weights\]$ grep \-A 8 \-i optimal\- ../hzzv14-presel-v4-new-common0410results.txt
\--\- Classifier&nbsp;&nbsp; (&nbsp; #signal, #backgr.)&nbsp; Optimal-cut&nbsp; S/sqrt(S+B)&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; NSig&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; NBkg&nbsp;&nbsp; EffSig&nbsp;&nbsp; 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; ( 664.0744,1312202.5)&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 1.0000&nbsp;&nbsp;&nbsp;&nbsp; 0.728991&nbsp; 644.0848&nbsp; 779980.1&nbsp;&nbsp; 0.9699&nbsp;&nbsp; 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; 1.70335&nbsp; 258.2099&nbsp; 22721.13&nbsp;&nbsp; 0.3888&nbsp; 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; 0.159
\---&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; 0.1516 0.0005809
\--\- \--\--\--\-------------------------------------------------------------------------------------------\-

{code}
isigall= 1345.984602 isigpresel= 1465.839489 igood= 119.854887 ibad= 862.500000
 intot= 77692005.984714 ipre= 982.354887
 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      0.11  Delta(sig*BR) = 9.302456 +/- 0.088343
 cut #1 (20.<PTvisJETS       ): 1.283e+07    37500  5525512    746188        0  2968250        0  3546875        0      806        69       44      259      0.23  Delta(sig*BR) = 4.441477 +/- 0.046833
 cut #2 (EvisJETS<220.       ): 4.637e+06    25000  3287550    514400        0   130196        0   678875        0      608        42       41      219      0.28  Delta(sig*BR) = 3.541462 +/- 0.041839
 cut #3 (50.<hmass<140.      ): 3.306e+06        0  2542562    378675        0    60426        0   323875        0      536        38       35      206      0.29  Delta(sig*BR) = 3.393216 +/- 0.042005
 cut #4 (||dph|-3.14159|>0.15 ): 2.772e+06        0  2083912    364150        0    57097        0   266000        0      514        36       33      202      0.31  Delta(sig*BR) = 3.238194 +/- 0.041071
 cut #5 (nTrks>10            ): 1.426e+06        0  1136375    169088        0    30283        0    89875        0      466        10       19      177      0.39  Delta(sig*BR) = 2.565081 +/- 0.034652
 cut #6 (jetthrust<0.99      ): 1.325e+06        0  1044700    165588        0    30033        0    84125        0      463        10       19      173      0.40  Delta(sig*BR) = 2.488716 +/- 0.033852
 cut #7 (ej1>40.             ): 1.313e+06        0  1035112    164625        0    29215        0    83250        0      462        10       19      173      0.40  Delta(sig*BR) = 2.479266 +/- 0.033752
 cut #8 (MVA                 ): 9.824e+02        0      162       700        0        0        0        0        0       54         0        1       65      1.71  Delta(sig*BR) = 0.583134 +/- 0.038515
{code}

[^TrackSubdetectorHitNumbersDriver.java]