TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyGhosts EvalHeavyGhosts EvalNoPreSel MLP Norm BP NCycles750 CE sigmoid SF1.4 CVTest151e-16 !UseReg Upstream Ghost Ghost ID Efficiency / % Pion MisID Efficiency / % 30 110 0.05 80 99.344 0.0040922 74.0479 0.01951 98.8196 0.00547472 63.2245 0.0214603 98.3244 0.00650654 56.0207 0.0220908 97.8611 0.00733385 50.8881 0.0222492 97.4244 0.0080299 46.9829 0.0222122 97.0158 0.00862517 43.8376 0.0220831 96.6134 0.00916928 41.187 0.0219044 96.2161 0.00967222 38.9022 0.0216977 95.8274 0.0101364 36.9039 0.0214759 95.4316 0.0105843 35.1383 0.021247 95.0374 0.0110087 33.5429 0.0210128 94.6444 0.0114126 32.1089 0.0207794 94.2499 0.0118008 30.7946 0.0205457 93.8475 0.0121807 29.585 0.0203134 93.4339 0.0125557 28.4611 0.0200822 93.0218 0.0129151 27.4179 0.0198539 92.6 0.0132695 26.434 0.0196261 92.1726 0.0136158 25.5057 0.0193997 91.743 0.0139519 24.6376 0.0191774 91.2952 0.0142902 23.8089 0.0189555 90.8408 0.0146219 23.0235 0.0187361 90.3734 0.0149517 22.2669 0.018516 89.906 0.0152708 21.5464 0.0182982 89.4218 0.0155906 20.8533 0.0180808 88.9226 0.0159096 20.1847 0.0178636 88.4085 0.0162275 19.5327 0.0176443 87.8865 0.0165398 18.9014 0.0174248 87.3479 0.0168517 18.2856 0.0172035 86.7914 0.0171633 17.6976 0.0169855 86.2197 0.017473 17.1145 0.0167624 85.6336 0.0177799 16.5456 0.0165379 85.033 0.018084 15.9901 0.0163119 84.4068 0.0183904 15.4389 0.0160808 83.7628 0.0186946 14.9098 0.0158522 83.0971 0.018998 14.3911 0.0156214 82.4094 0.0193002 13.8779 0.0153863 81.7101 0.0195965 13.3781 0.0151504 80.9814 0.0198937 12.8914 0.014914 80.2303 0.0201885 12.413 0.0146748 79.4625 0.0204781 11.9437 0.0144332 78.6668 0.0207663 11.4818 0.0141884 77.8304 0.0210566 11.0219 0.0139375 76.9705 0.0213422 10.5733 0.0136853 76.0943 0.0216203 10.1272 0.0134268 75.1876 0.0218948 9.69234 0.0131671 74.2459 0.0221663 9.26018 0.012901 73.2602 0.0224361 8.83313 0.0126296 72.2222 0.0227049 8.40834 0.0123509 71.1447 0.0229678 7.99348 0.0120695 70.0207 0.0232251 7.58289 0.0117817 68.8478 0.023476 7.17094 0.0114827 67.6162 0.0237205 6.76845 0.01118 66.3095 0.0239594 6.36113 0.010862 64.9593 0.0241847 5.96599 0.0105414 63.5234 0.024401 5.57341 0.0102099 62.0295 0.0246012 5.18255 0.00986574 60.4626 0.0247846 4.79904 0.00951287 58.824 0.0249479 4.42511 0.00915267 57.1126 0.0250879 4.05699 0.00878057 55.3158 0.0252021 3.70099 0.00840202 53.4515 0.0252852 3.35771 0.00801713 51.5032 0.0253342 3.03178 0.00763093 49.4813 0.0253443 2.71266 0.00723003 47.3821 0.0253109 2.41298 0.00682946 45.2292 0.0252301 2.12741 0.006422 42.9835 0.0250949 1.86112 0.00601481 40.6513 0.0248987 1.6131 0.00560677 38.2342 0.024634 1.38085 0.0051936 35.7095 0.0242884 1.15943 0.00476434 33.0878 0.0238518 0.961452 0.0043429 30.3337 0.0233028 0.778907 0.00391254