TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalMixtureGhosts EvalNoPreSel MLP Norm BP NCycles750 CE tanh SF1.2 CVTest151e-16 !UseReg Long Pion Pion ID Efficiency / % Pion Purity / % 0.1 110 60 100 95.8172 0.00898673 60.0372 9.7832e-06 95.5827 0.00922391 60.3022 9.8722e-06 95.3341 0.00946758 60.5693 9.96378e-06 95.0707 0.00971765 60.8388 1.00581e-05 94.7908 0.00997503 61.1192 1.01577e-05 94.4862 0.010246 61.3994 1.02606e-05 94.1563 0.0105297 61.6858 1.03686e-05 93.7984 0.0108267 61.9746 1.04814e-05 93.4163 0.0111325 62.2724 1.06002e-05 93.0065 0.0114485 62.5808 1.07261e-05 92.5598 0.0117801 62.8968 1.08596e-05 92.0756 0.0121256 63.231 1.10038e-05 91.5476 0.0124871 63.5762 1.1158e-05 90.9738 0.0128634 63.9313 1.13226e-05 90.345 0.0132579 64.3081 1.15024e-05 89.6547 0.0136712 64.699 1.16968e-05 88.8927 0.0141054 65.1194 1.19122e-05 88.0525 0.0145598 65.5711 1.21512e-05 87.1153 0.0150394 66.0698 1.24223e-05 86.0684 0.0155442 66.6389 1.27362e-05 84.8798 0.0160816 67.2891 1.31041e-05 83.5288 0.0166505 68.0501 1.35426e-05 81.9574 0.017262 68.9643 1.40813e-05 80.1369 0.0179096 70.1038 1.47596e-05 77.9918 0.0185979 71.446 1.56031e-05 75.497 0.0193073 73.0233 1.66554e-05 72.5587 0.0200306 74.9384 1.80161e-05 69.0857 0.0207453 77.6186 1.99459e-05 64.962 0.0214164 81.1818 2.26894e-05 60.4553 0.0219487 83.9941 2.56586e-05 55.7519 0.0222958 86.5733 2.91145e-05 50.7289 0.0224425 89.0557 3.33834e-05 45.3451 0.0223474 91.268 3.87472e-05 39.1026 0.0219053 93.0759 4.62748e-05 29.8947 0.0205504 94.83 6.22468e-05