...
- divide into 4 jet / 6 jet topologies
- apply preselection depending on topology
- train/apply TMVA's
- validate with cut table
- check remaining backgrounds
^variables_id_c1.png||||\ ^variables_id_c2.png||||\ ^variables_id_c3.png||||\
...
Preselection variables:
...
^variables_id_c1-nopresel.png||||\ ^variables_id_c2-nopresel.png||||\ ^variables_id_c3-nopresel.png||||\
nu nu H only:
^variables_id_c1-4jonly.png||||\ 
| Code Block |
|---|
--- Classifier ( #signal, #backgr.) Optimal-cut S/sqrt(S+B) NSig NBkg EffSig EffBkg --- -------------------------------------------------------------------------------------------------- --- Cuts: (172.67554, 53762.5) 0.0350 2.42407 5.876106 0 0.03403 0 --- Likelihood: (172.67554, 53762.5) 0.7786 0.910341 161.7188 31396.51 0.9365 0.584 --- Fisher: (172.67554, 53762.5) 0.0942 5.84493 34.16319 0 0.1978 0 --- BDTG: (172.67554, 53762.5) 0.4529 4.48342 20.10101 0 0.1164 0 --- BDT: (172.67554, 53762.5) 0.1717 5.33182 28.42833 0 0.1646 0 --- -------------------------------------------------------------------------------------------------- |
qqH,llH only:
...
| Code Block |
|---|
--- Classifier ( #signal, #backgr.) Optimal-cut S/sqrt(S+B) NSig NBkg EffSig EffBkg
--- --------------------------------------------------------------------------------------------------
--- Cuts: (491.39883, 1258440) -0.0050 0 0 0 0 0
--- Likelihood: (491.39883, 1258440) 1.0000 0.575508 479.389 693382.9 0.9756 0.551
--- Fisher: (491.39883, 1258440) 0.0274 1.59132 2.532298 0 0.005153 0
--- BDTG: (491.39883, 1258440) -0.9906 0.918097 174.4497 35930.22 0.355 0.02855
--- BDT: (491.39883, 1258440) 0.0076 2.53129 6.407406 0 0.01304 0
--- --------------------------------------------------------------------------------------------------
|