TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalHeavyGhosts EvalNoPreSel MLP Norm BP NCycles750 CE tanh SF1.2 CVTest151e-16 !UseReg Downstream Pion Pion ID Efficiency / % Proton MisID Efficiency / % 30 110 0.05 80 99.6165 0.0059827 78.4984 0.10227 99.547 0.00649935 76.4628 0.105605 99.4755 0.00699151 74.6366 0.108309 99.3974 0.00749063 72.8488 0.110711 99.3183 0.00796432 71.1093 0.11283 99.2314 0.00845269 69.4864 0.114625 99.146 0.0089063 67.9608 0.116159 99.0566 0.00935652 66.4859 0.117506 98.9641 0.0098002 65.0631 0.118684 98.8643 0.0102561 63.7073 0.119698 98.764 0.0106941 62.4295 0.12056 98.6649 0.0111087 61.1493 0.121333 98.5543 0.0115533 59.908 0.121998 98.4441 0.0119787 58.7139 0.122562 98.3318 0.0123965 57.609 0.123017 98.2092 0.0128361 56.5494 0.123394 98.0858 0.0132625 55.4786 0.123717 97.9569 0.0136928 54.4059 0.123983 97.8263 0.0141142 53.381 0.124182 97.6901 0.0145396 52.4645 0.124315 97.5418 0.0149877 51.5653 0.124406 97.3875 0.0154387 50.6872 0.124455 97.2279 0.0158901 49.7955 0.124466 97.0593 0.016352 48.9205 0.124438 96.8889 0.0168044 48.0009 0.124367 96.7115 0.0172611 47.1377 0.124263 96.525 0.0177265 46.2764 0.124121 96.33 0.0181988 45.4429 0.123949 96.1351 0.0186568 44.6057 0.12374 95.9215 0.0191441 43.7976 0.123505 95.7034 0.0196269 43.0131 0.123246 95.4712 0.0201259 42.2013 0.122943 95.227 0.0206351 41.3642 0.122596 94.9699 0.0211548 40.5666 0.122231 94.6948 0.0216942 39.7443 0.12182 94.4022 0.0222499 38.9462 0.121387 94.0944 0.0228162 38.1555 0.120924 93.7654 0.023402 37.2867 0.120376 93.4073 0.0240188 36.4043 0.119777 93.0315 0.0246441 35.5584 0.119162 92.6234 0.0252999 34.6865 0.118485 92.17 0.0260018 33.7551 0.117714 91.6811 0.0267302 32.8033 0.116873 91.1315 0.0275162 31.875 0.116001 90.5294 0.0283409 30.8916 0.115019 89.8545 0.0292237 29.8741 0.113938 89.1061 0.030156 28.7872 0.11271 88.2773 0.0311363 27.6662 0.11136 87.341 0.0321838 26.4671 0.109819 86.2674 0.0333142 25.2327 0.108124 85.1001 0.0344656 23.9549 0.106247 83.764 0.0356941 22.5978 0.10411 82.2595 0.0369747 21.2048 0.101754 80.5765 0.038291 19.7975 0.0991933 78.6957 0.0396313 18.322 0.0962992 76.5745 0.0409935 16.8032 0.0930749 74.2415 0.0423265 15.2875 0.0895828 71.6898 0.0436043 13.7662 0.0857686 68.8335 0.0448304 12.2981 0.0817537 65.662 0.0459593 10.8357 0.0773762 62.1063 0.0469548 9.41106 0.0726842 58.1424 0.0477488 7.94366 0.0673163 54.1452 0.0482282 6.65287 0.0620352 50.1905 0.0483945 5.44635 0.0564905 45.9761 0.0482378 4.2386 0.0501522 41.1979 0.047639 2.98189 0.0423405 36.9759 0.0467242 2.01581 0.0349854 32.66 0.0453914 1.31 0.0283045