TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalHeavyGhosts EvalWithPreSel MLP Norm BP NCycles750 CE tanh SF1.2 CVTest151e-16 !UseReg Downstream Pion Pion ID Efficiency / % Ghost MisID Efficiency / % 30 110 0.05 80 91.1301 0.0274994 78.9385 0.0138883 90.5336 0.028316 77.7652 0.0141634 89.8578 0.0291997 76.4593 0.0144505 89.1117 0.0301288 74.9807 0.0147527 88.2829 0.0311088 73.2963 0.015069 87.3418 0.0321611 71.3694 0.0153968 86.2695 0.0332893 69.1426 0.015733 85.1085 0.0344342 66.6059 0.0160639 83.7732 0.0356618 63.7218 0.0163767 82.2642 0.0369458 60.4558 0.016654 80.5635 0.0382747 56.8013 0.0168723 78.6821 0.0396136 52.7781 0.0170042 76.549 0.0409812 48.4109 0.0170219 74.2151 0.0423119 43.8051 0.0168993 71.653 0.0435918 39.0716 0.0166188 68.8069 0.0448105 34.3433 0.0161741 65.6343 0.045937 29.5527 0.0155414 62.0835 0.0469285 24.4536 0.0146399 58.1287 0.0477186 19.3407 0.0134531 54.1212 0.0481974 14.8238 0.0121031 50.1635 0.0483617 10.7876 0.0105666 45.9546 0.0482034 7.25631 0.00883606 41.1365 0.047596 4.54582 0.00709516 36.9443 0.0466842 2.81572 0.00563445 32.649 0.0453567 1.75755 0.00447571