TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalHeavyGhosts EvalWithPreSel MLP Norm BP NCycles750 CE tanh SF1.2 CVTest151e-16 !UseReg Long Pion Pion ID Efficiency / % Pion Purity / % 0.1 110 60 100 95.7265 0.00909515 60.0171 9.82163e-06 95.4878 0.00933404 60.2809 9.91119e-06 95.2356 0.00957872 60.549 1.00038e-05 94.9689 0.00982937 60.8257 1.01008e-05 94.6814 0.010091 61.1061 1.02016e-05 94.3734 0.0103622 61.3924 1.03069e-05 94.0433 0.0106431 61.686 1.04173e-05 93.6841 0.0109384 61.9848 1.05333e-05 93.2951 0.0112468 62.2862 1.06545e-05 92.8757 0.0115671 62.5974 1.07829e-05 92.4183 0.0119032 62.9202 1.09202e-05 91.924 0.0122522 63.2547 1.10666e-05 91.3923 0.0126125 63.6017 1.12227e-05 90.8153 0.0129871 63.9677 1.13916e-05 90.1808 0.0133813 64.3482 1.15743e-05 89.4824 0.0137952 64.7478 1.17734e-05 88.7171 0.0142271 65.1724 1.1992e-05 87.87 0.0146809 65.6304 1.22355e-05 86.9209 0.0151619 66.1357 1.25122e-05 85.8634 0.0156667 66.704 1.28299e-05 84.6708 0.0162005 67.3645 1.32043e-05 83.3048 0.01677 68.1292 1.365e-05 81.7267 0.0173777 69.0499 1.41966e-05 79.8836 0.0180263 70.2011 1.48889e-05 77.7272 0.0187101 71.5472 1.57442e-05 75.223 0.0194134 73.1263 1.68098e-05 72.2767 0.0201291 75.0587 1.81931e-05 68.8066 0.0208328 77.7332 2.01411e-05 64.6876 0.021492 81.2955 2.2913e-05 60.1886 0.0220122 84.113 2.5917e-05 55.5096 0.022347 86.7067 2.94113e-05 50.5129 0.0224827 89.2101 3.37305e-05 45.1125 0.0223762 91.3999 3.91675e-05 38.8703 0.0219198 93.2153 4.68184e-05 29.651 0.0205376 94.9347 6.30815e-05