TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalHeavyGhosts EvalNoPreSel MLP Norm BP NCycles750 CE tanh SF1.4 CVTest151e-16 !UseReg Downstream Electron Electron ID Efficiency / % Electron Purity / % 0.1 110 0.1 100 86.369 0.446209 0.22241 2.05384e-06 79.8918 0.521236 0.272575 3.01244e-06 73.4314 0.574409 0.307311 3.92353e-06 68.0704 0.606278 0.348314 5.1073e-06 64.6372 0.621742 0.375328 6.01624e-06 62.1343 0.63079 0.394597 6.7467e-06 60.2232 0.636492 0.41215 7.43038e-06 58.1938 0.641438 0.425181 8.05706e-06 56.7394 0.644295 0.439855 8.69505e-06 55.4879 0.6463 0.45459 9.34166e-06 54.3041 0.647815 0.468804 9.99646e-06 53.2386 0.648863 0.482932 1.06609e-05 52.1732 0.649614 0.496492 1.134e-05 51.2599 0.650022 0.510784 1.2044e-05 50.3805 0.65021 0.525001 1.27694e-05 49.4335 0.650187 0.538062 1.35027e-05 48.4864 0.649931 0.551238 1.42752e-05 47.6408 0.649504 0.56484 1.50696e-05 46.9474 0.649016 0.58039 1.5928e-05 46.068 0.648215 0.593168 1.6771e-05 45.2224 0.647253 0.606477 1.76628e-05 44.3937 0.646128 0.619971 1.85963e-05 43.6158 0.644906 0.633703 1.95604e-05 42.8716 0.643587 0.647635 2.05597e-05 42.1106 0.642083 0.661748 2.16192e-05 41.3496 0.640423 0.675758 2.272e-05 40.7746 0.639065 0.692864 2.39207e-05 40.0981 0.63735 0.708785 2.51675e-05 39.5231 0.635794 0.726647 2.65049e-05 38.965 0.634195 0.745318 2.79273e-05 38.3054 0.632193 0.762262 2.93825e-05 37.5951 0.629899 0.77862 3.09065e-05 36.9525 0.6277 0.796622 3.25407e-05 36.3436 0.625506 0.81539 3.42619e-05 35.6164 0.622743 0.832263 3.60523e-05 35.0076 0.62031 0.852153 3.8002e-05 34.4495 0.617982 0.874046 4.01154e-05 33.7392 0.614882 0.892701 4.22782e-05 33.1304 0.612102 0.914489 4.46409e-05 32.5554 0.60937 0.937908 4.71856e-05 31.9466 0.606364 0.961079 4.98777e-05 31.3885 0.603503 0.986059 5.27566e-05 30.9488 0.601178 1.01568 5.5935e-05 30.3399 0.597854 1.04207 5.92953e-05 29.934 0.595569 1.07556 6.30203e-05 29.3421 0.592137 1.10361 6.68229e-05 28.987 0.59002 1.14262 7.12594e-05 28.3612 0.586182 1.17121 7.55823e-05 27.7862 0.582533 1.204 8.04084e-05 27.3634 0.579774 1.24458 8.58132e-05 26.9068 0.576721 1.28592 9.16535e-05 26.3825 0.573119 1.326 9.78793e-05 25.8245 0.56917 1.36796 0.000104778 25.2833 0.565225 1.4119 0.000112218 24.7759 0.561422 1.45774 0.000120139 24.0318 0.555655 1.49379 0.000128482 23.4061 0.550627 1.5388 0.000137924 23.0171 0.547417 1.60291 0.00014911 22.459 0.542696 1.65824 0.000160795 21.8502 0.537387 1.71637 0.000174042 21.495 0.534212 1.7968 0.000189497 20.8862 0.52863 1.86303 0.000205902 20.2604 0.522706 1.93326 0.000224376 19.6347 0.516586 2.00882 0.000245234 19.1781 0.511992 2.11051 0.000270377 18.5693 0.505694 2.20119 0.00029743 17.9097 0.498639 2.29888 0.000329137 17.284 0.491714 2.4093 0.000365919 16.8442 0.486707 2.55896 0.000410995 16.1509 0.478567 2.68674 0.000461141 15.5251 0.470953 2.8535 0.000525079 14.967 0.463935 3.07409 0.00060902 14.02 0.451511 3.24805 0.000706121 13.242 0.440786 3.52544 0.000845391 12.2104 0.425777 3.81849 0.00103347 11.1618 0.409509 4.27046 0.00133711 9.72434 0.385311 4.86958 0.00186882 7.62726 0.345185 5.96009 0.00322627