TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalMixtureGhosts EvalWithPreSel MLP Norm BP NCycles750 CE tanh SF1.2 CVTest151e-16 !UseReg Downstream Pion Pion ID Efficiency / % Electron MisID Efficiency / % 30 110 0.05 80 96.191 0.018642 79.9509 0.443486 95.9798 0.0191309 79.1779 0.449765 95.763 0.0196179 78.7117 0.453431 95.5384 0.0201075 78.1472 0.457753 95.3007 0.0206105 77.4847 0.462667 95.0413 0.0211427 76.9816 0.466286 94.7713 0.0216799 76.2945 0.471078 94.4852 0.0222315 75.6442 0.475456 94.1821 0.0227977 74.8957 0.480312 93.8554 0.0233883 74.0982 0.485278 93.5128 0.0239876 73.4356 0.489243 93.1294 0.0246356 72.6626 0.493691 92.7266 0.0252926 71.8773 0.498019 92.2839 0.0259887 71.1166 0.502032 91.7975 0.0267246 70.2086 0.506596 91.2658 0.0274972 69.2025 0.511376 90.6749 0.0283199 68.2822 0.515497 90.0283 0.0291807 67.2025 0.520037 89.2926 0.0301143 65.9632 0.524864 88.4532 0.031125 64.7239 0.52929 87.5194 0.0321879 63.4233 0.533516 86.4464 0.0333368 62.0245 0.537594 85.2679 0.0345181 60.638 0.541168 83.9386 0.0357598 59.092 0.544615 82.4375 0.0370577 57.3865 0.547772 80.7388 0.0384066 55.546 0.550431 78.8419 0.0397777 53.5951 0.552415 76.7592 0.0411352 51.227 0.553682 74.4162 0.0424951 49.2393 0.553785 71.8521 0.0437991 46.6871 0.552632 68.9902 0.045047 43.4233 0.549037 65.8524 0.0461837 39.6442 0.541839 62.3045 0.0471983 35.5215 0.53012 58.29 0.0480219 30.5031 0.510007 54.27 0.048518 26.2209 0.487205 50.2815 0.0486951 22.7975 0.464709 46.0464 0.0485434 19.3742 0.437795 41.2232 0.0479398 15.4847 0.400719 36.9602 0.0470107 13.4724 0.378199 32.6327 0.0456639 11.5828 0.354484