TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainMixtureNoGhosts EvalHeavyGhosts EvalNoPreSel MLP Norm BP NCycles750 CE sigmoid SF1.4 CVTest151e-16 !UseReg Upstream Pion Pion ID Efficiency / % Pion Purity / % 0.1 110 40 100 100 0 50.4771 7.10473e-06 99.9996 9.29214e-05 50.4929 7.10809e-06 99.9979 0.000205879 50.5145 7.11277e-06 99.9951 0.000311346 50.5372 7.11776e-06 99.9921 0.000396698 50.5576 7.12228e-06 99.9889 0.000468787 50.5776 7.12674e-06 99.9851 0.000542866 50.598 7.13131e-06 99.9805 0.0006217 50.6186 7.136e-06 99.9756 0.000695559 50.6406 7.14101e-06 99.9695 0.000777319 50.6627 7.14612e-06 99.9623 0.000863604 50.6859 7.15155e-06 99.9539 0.00095544 50.7103 7.15731e-06 99.9429 0.00106305 50.7354 7.16342e-06 99.9314 0.00116576 50.7623 7.16995e-06 99.9179 0.00127463 50.79 7.17677e-06 99.9018 0.00139398 50.8188 7.18403e-06 99.8832 0.00152017 50.8482 7.1916e-06 99.8622 0.00165103 50.8774 7.19931e-06 99.8395 0.00178177 50.9085 7.20756e-06 99.8146 0.00191487 50.9393 7.21591e-06 99.786 0.0020569 50.9711 7.22473e-06 99.7563 0.00219437 51.0043 7.23394e-06 99.7225 0.00234139 51.0381 7.24359e-06 99.6865 0.00248826 51.0739 7.25384e-06 99.6476 0.00263763 51.1098 7.26431e-06 99.6043 0.00279432 51.1474 7.2755e-06 99.5575 0.00295437 51.1859 7.28714e-06 99.5063 0.00311977 51.2256 7.29937e-06 99.451 0.00328891 51.2662 7.31212e-06 99.3905 0.00346417 51.3081 7.32554e-06 99.3253 0.00364366 51.3504 7.33941e-06 99.2547 0.00382816 51.3959 7.35439e-06 99.1779 0.00401908 51.4431 7.37023e-06 99.094 0.00421739 51.4894 7.38644e-06 99.0045 0.00441876 51.538 7.40357e-06 98.9046 0.00463281 51.5872 7.42166e-06 98.7995 0.00484735 51.6391 7.44078e-06 98.6833 0.00507357 51.6927 7.46113e-06 98.559 0.00530444 51.7481 7.48257e-06 98.4244 0.00554271 51.8059 7.50534e-06 98.2745 0.00579608 51.8645 7.52956e-06 98.1102 0.00606067 51.9244 7.55524e-06 97.9303 0.00633671 51.9879 7.58301e-06 97.7307 0.00662846 52.0534 7.61286e-06 97.5154 0.00692809 52.1219 7.64474e-06 97.277 0.00724405 52.1929 7.67914e-06 97.0168 0.00757216 52.2665 7.71602e-06 96.7318 0.00791386 52.3439 7.75594e-06 96.4142 0.00827592 52.4254 7.79967e-06 96.0623 0.00865671 52.5125 7.84777e-06 95.6688 0.00906031 52.6048 7.90083e-06 95.2294 0.00948694 52.703 7.95952e-06 94.7333 0.00994195 52.8083 8.02519e-06 94.1693 0.0104296 52.9192 8.0987e-06 93.5196 0.0109573 53.0373 8.1823e-06 92.7707 0.0115267 53.1642 8.27795e-06 91.8995 0.0121441 53.3046 8.38956e-06 90.8682 0.0128214 53.4562 8.521e-06 89.6411 0.0135633 53.6158 8.67636e-06 88.1543 0.0143832 53.7901 8.86574e-06 86.361 0.0152758 53.9866 9.09949e-06 84.1507 0.016255 54.1983 9.39346e-06 81.4637 0.017296 54.4332 9.76645e-06 78.2097 0.0183744 54.7081 1.02499e-05 74.3599 0.0194349 55.0368 1.08779e-05 69.9126 0.0204137 55.4183 1.16904e-05 65.0605 0.0212212 55.8515 1.27098e-05 60.0458 0.0218009 56.3236 1.39463e-05 55.0564 0.0221407 56.8475 1.54228e-05 50.0947 0.0222547 57.4381 1.72153e-05 45.0201 0.0221441 58.0972 1.94864e-05 39.4836 0.0217569 58.8145 2.26316e-05 32.9963 0.0209283 59.6134 2.76347e-05 25.2115 0.0193272 60.3618 3.68511e-05 16.6783 0.0165923 61.1287 5.67702e-05 9.21879 0.0128762 63.1028 0.000107722 4.3488 0.00907784 69.0327 0.000261287 1.608 0.00559854 72.1638 0.000755264 0.420012 0.00287852 69.532 0.00273474