TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalHeavyGhosts EvalWithPreSel MLP Norm BP NCycles750 CE sigmoid SF1.4 CVTest151e-16 !UseReg Upstream Kaon Kaon ID Efficiency / % Kaon Purity / % 0.1 110 0.1 100 100 0 6.93538 2.63351e-06 99.804 0.00531023 7.1361 2.75406e-06 99.1497 0.0110253 7.49656 2.98491e-06 98.1183 0.0163159 7.94421 3.29045e-06 95.2105 0.025642 8.6317 3.84051e-06 89.5348 0.0367565 9.56958 4.76735e-06 82.9657 0.0451415 10.5466 5.95247e-06 75.7752 0.0514468 11.6405 7.55722e-06 68.1599 0.0559392 12.9804 9.89305e-06 60.464 0.0587097 14.6778 1.34098e-05 53.701 0.0598745 16.4647 1.79381e-05 48.1766 0.0599993 18.2278 2.32914e-05 43.5552 0.0595384 19.9675 2.95375e-05 39.7784 0.0587712 21.7142 3.66775e-05 36.6428 0.0578572 23.4654 4.47283e-05 33.9532 0.0568632 25.2503 5.38827e-05 31.6594 0.0558542 27.0795 6.41783e-05 29.6434 0.0548379 28.9102 7.561e-05 27.8426 0.053822 30.6873 8.80354e-05 26.243 0.0528291 32.4439 0.000101535 24.7813 0.051843 34.1159 0.000115942 23.4361 0.050865 35.7106 0.000131292 22.1372 0.049853 37.2185 0.000147892 20.9214 0.0488416 38.6673 0.000165712 19.7555 0.0478098 40.0558 0.000185029 18.6355 0.0467576 41.4164 0.000206228 17.5696 0.0456972 42.7321 0.000229245 16.5299 0.0446031 43.9482 0.000254139 15.5497 0.0435137 45.2185 0.000281957 14.579 0.0423751 46.3565 0.000312153 13.6568 0.0412338 47.4719 0.000345331 12.7488 0.0400484 48.6214 0.000383442 11.8701 0.0388378 49.7853 0.000426702 11.0399 0.037631 50.9245 0.000474628 10.2199 0.036373 51.9557 0.000528362 9.45226 0.0351295 53.0823 0.000589953 8.69109 0.0338266 54.1082 0.000660312 7.97505 0.03253 55.1165 0.000739806 7.28843 0.0312139 56.2382 0.000834337 6.64765 0.0299131 57.329 0.000941503 6.03889 0.0286034 58.3738 0.00106487 5.46098 0.0272839 59.4568 0.00121048 4.90961 0.0259452 60.4109 0.00137897 4.39313 0.0246091 61.3149 0.00157581 3.9163 0.0232931 62.2873 0.00180988 3.48041 0.0220084 63.2034 0.00208164 3.07568 0.0207325 64.2868 0.00241639 2.69084 0.0194306 65.172 0.00281922 2.3357 0.018136 65.8228 0.00329664 2.0182 0.0168857 66.57 0.00388039 1.73372 0.0156732 67.4331 0.00460524 1.48759 0.0145362 68.506 0.00549578 1.2654 0.0134219 69.5019 0.00660216 1.06497 0.0123256 70.2826 0.00797716 0.890651 0.0112817 71.3032 0.00974694 0.735792 0.0102622 72.1884 0.0120186 0.608042 0.00933485 73.3136 0.0148849 0.493845 0.00841754 74.038 0.0185989 0.398825 0.00756812 74.9593 0.0234608 0.318079 0.00676146 75.938 0.0299935 0.257232 0.0060823 77.4306 0.0381857 0.204459 0.00542405 78.2993 0.0488502 0.160337 0.00480434 79.1459 0.0633017 0.127174 0.00427945 81.2903 0.0830667