TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalMixtureGhosts EvalWithPreSel MLP Norm BP NCycles750 CE tanh SF1.2 CVTest151e-16 !UseReg Long Pion Pion ID Efficiency / % Pion Purity / % 0.1 110 60 100 95.815 0.00898123 60.1155 9.78555e-06 95.5828 0.00921584 60.3806 9.87427e-06 95.3338 0.00945961 60.6467 9.96557e-06 95.0705 0.00970938 60.9174 1.00602e-05 94.7885 0.00996845 61.1967 1.01595e-05 94.4811 0.0102416 61.4764 1.02626e-05 94.1546 0.010522 61.7621 1.037e-05 93.7983 0.0108174 62.0528 1.0483e-05 93.4157 0.0111233 62.3491 1.06014e-05 93.003 0.0114413 62.6554 1.0727e-05 92.5552 0.0117732 62.9708 1.08604e-05 92.0659 0.0121218 63.3014 1.10042e-05 91.5381 0.0124825 63.6419 1.11571e-05 90.9649 0.012858 63.9971 1.13215e-05 90.3375 0.013251 64.3732 1.15008e-05 89.6496 0.0136622 64.7629 1.16944e-05 88.8891 0.0140951 65.1807 1.19088e-05 88.0515 0.0145477 65.6325 1.21473e-05 87.1142 0.0150269 66.1309 1.24181e-05 86.0691 0.0155304 66.7007 1.27317e-05 84.8821 0.0160665 67.3519 1.30993e-05 83.5335 0.0166341 68.1111 1.35364e-05 81.9717 0.0172416 69.0274 1.40736e-05 80.1518 0.017889 70.1704 1.47522e-05 78.0133 0.0185752 71.5186 1.55955e-05 75.5137 0.0192861 73.0927 1.66465e-05 72.5732 0.0200099 75.0127 1.8008e-05 69.0945 0.0207257 77.6893 1.9936e-05 64.9714 0.0213964 81.2473 2.26741e-05 60.4551 0.0219296 84.06 2.56442e-05 55.7421 0.022277 86.6234 2.90943e-05 50.7241 0.022423 89.0955 3.3351e-05 45.3306 0.0223274 91.2771 3.86981e-05 39.0932 0.0218853 93.074 4.6204e-05 29.892 0.020532 94.8021 6.21171e-05