TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalHeavyGhosts EvalNoPreSel MLP Norm BP NCycles750 CE tanh SF1.2 CVTest151e-16 !UseReg Long Pion Pion ID Efficiency / % Ghost MisID Efficiency / % 30 110 0.05 80 97.3601 0.00721544 79.3096 0.0208774 97.2178 0.00740195 78.5795 0.0211445 97.0674 0.00759351 77.8428 0.021404 96.9054 0.00779401 77.0788 0.0216628 96.7354 0.00799822 76.297 0.0219172 96.5589 0.00820406 75.4918 0.0221684 96.3724 0.00841528 74.6724 0.0224133 96.1764 0.00863082 73.838 0.0226519 95.9625 0.00885914 72.9759 0.0228873 95.7374 0.00909207 72.0967 0.0231161 95.499 0.0093312 71.203 0.0233373 95.2437 0.00957937 70.2947 0.0235509 94.9737 0.0098335 69.3613 0.0237587 94.6826 0.0100987 68.4193 0.0239568 94.3715 0.0103729 67.4576 0.0241473 94.0431 0.0106526 66.4734 0.0243303 93.6859 0.0109465 65.4688 0.0245048 93.3005 0.0112525 64.4476 0.0246699 92.8837 0.0115712 63.4091 0.0248251 92.431 0.0119045 62.3332 0.0249728 91.9421 0.0122504 61.2147 0.0251125 91.4104 0.0126115 60.0569 0.0252424 90.835 0.012986 58.8372 0.0253634 90.2006 0.0133809 57.5657 0.0254724 89.499 0.0137977 56.2263 0.0255685 88.7319 0.0142314 54.8174 0.0256492 87.8878 0.0146845 53.309 0.0257126 86.9405 0.0151655 51.6519 0.025755 85.8899 0.0156682 49.8366 0.0257689 84.6956 0.016204 47.7871 0.0257438 83.3309 0.0167742 45.4813 0.0256636 81.7462 0.0173857 42.8201 0.025502 79.9049 0.0180349 39.6918 0.0252155 77.7443 0.0187214 36.2115 0.0247698 75.2334 0.0194277 32.4074 0.0241213 72.2865 0.0201445 28.1689 0.023183 68.8147 0.0208496 23.0268 0.0216978 64.7011 0.0215089 17.2566 0.0194748 60.2072 0.0220297 13.1477 0.0174158 55.5234 0.0223659 9.84888 0.0153571 50.5287 0.0225024 7.08212 0.0132209 45.14 0.0223971 4.94297 0.0111716 38.89 0.0219411 3.33646 0.00925557