TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalMixtureGhosts EvalNoPreSel MLP Norm BP NCycles750 CE tanh SF1.2 CVTest151e-16 !UseReg Downstream Pion Pion ID Efficiency / % Electron MisID Efficiency / % 30 110 0.05 80 96.2125 0.0185877 79.8496 0.445308 96.0032 0.0190735 79.1841 0.450712 95.7868 0.0195609 78.6049 0.455265 95.5578 0.0200616 78.0503 0.459499 95.3184 0.0205692 77.3478 0.464688 95.0645 0.0210915 76.7809 0.46874 94.8014 0.0216164 76.0168 0.474014 94.5093 0.022181 75.3512 0.478437 94.2083 0.0227446 74.6241 0.483095 93.8789 0.0233415 73.786 0.488243 93.5332 0.0239475 73.0096 0.492807 93.1597 0.0245801 72.2209 0.497248 92.7553 0.0252412 71.5923 0.500649 92.3027 0.0259542 70.8898 0.504309 91.8228 0.0266815 70.0518 0.508484 91.2815 0.0274691 68.9549 0.513643 90.6769 0.0283114 67.9566 0.518045 90.0279 0.0291752 66.9337 0.522273 89.301 0.0300975 65.8122 0.526588 88.4629 0.0311071 64.6783 0.530619 87.5242 0.0321759 63.4459 0.534629 86.458 0.0333177 62.0163 0.538808 85.2674 0.0345114 60.599 0.542461 83.942 0.0357492 59.0954 0.545815 82.4257 0.0370597 57.3823 0.548993 80.7528 0.0383879 55.472 0.551742 78.8655 0.0397531 53.685 0.553567 76.7961 0.0411037 51.2941 0.55489 74.4499 0.0424678 48.9648 0.554957 71.8879 0.043773 46.1301 0.553411 69.0254 0.0450234 43.1476 0.549839 65.8959 0.0461598 39.3517 0.542342 62.3386 0.04718 35.6914 0.531862 58.3024 0.0480098 30.6384 0.51177 54.2892 0.0485062 26.1154 0.487649 50.2807 0.0486849 22.6152 0.46442 46.0461 0.0485332 19.3616 0.438656 41.1831 0.0479228 15.4917 0.401682 36.9198 0.0469902 13.4829 0.379162 32.6095 0.045646 11.474 0.353814