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 / % Ghost MisID Efficiency / % 30 110 0.05 80 97.3593 0.00721023 79.3499 0.0208926 97.2145 0.00739972 78.6174 0.0211616 97.0627 0.00759274 77.8808 0.0214219 96.9007 0.00779292 77.1173 0.0216815 96.7307 0.00799674 76.3307 0.0219382 96.5554 0.00820081 75.5244 0.0221906 96.3648 0.0084164 74.7083 0.0224353 96.1666 0.00863387 73.875 0.0226744 95.9517 0.00886265 73.0145 0.0229102 95.7265 0.00909515 72.1378 0.0231392 95.4878 0.00933404 71.2436 0.0233614 95.2356 0.00957872 70.3384 0.023575 94.9689 0.00982937 69.4084 0.023783 94.6814 0.010091 68.465 0.0239822 94.3734 0.0103622 67.5031 0.0241736 94.0433 0.0106431 66.5189 0.0243574 93.6841 0.0109384 65.513 0.024533 93.2951 0.0112468 64.4954 0.0246982 92.8757 0.0115671 63.4566 0.0248543 92.4183 0.0119032 62.3747 0.0250036 91.924 0.0122522 61.2564 0.025144 91.3923 0.0126125 60.0956 0.025275 90.8153 0.0129871 58.8767 0.0253965 90.1808 0.0133813 57.6085 0.0255059 89.4824 0.0137952 56.277 0.0256023 88.7171 0.0142271 54.8672 0.0256839 87.87 0.0146809 53.359 0.0257482 86.9209 0.0151619 51.7066 0.0257914 85.8634 0.0156667 49.8866 0.0258064 84.6708 0.0162005 47.8289 0.0257821 83.3048 0.01677 45.5141 0.0257024 81.7267 0.0173777 42.8472 0.025541 79.8836 0.0180263 39.7001 0.025253 77.7272 0.0187101 36.2173 0.0248067 75.223 0.0194134 32.4076 0.0241563 72.2767 0.0201291 28.1468 0.0232111 68.8066 0.0208328 23.0141 0.0217251 64.6876 0.021492 17.2205 0.0194869 60.1886 0.0220122 13.1138 0.017422 55.5096 0.022347 9.81452 0.0153554 50.5129 0.0224827 7.05189 0.0132139 45.1125 0.0223762 4.92475 0.0111682 38.8703 0.0219198 3.32436 0.00925276