TMVA NoPreSels CombDLL NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalProtonsGhosts EvalWithPreSel MLP Norm BP NCycles750 CE tanh SF1.4 CVTest151e-16 !UseReg Long Proton Proton ID Efficiency / % Proton Purity / % 0.1 110 0.1 100 100 0 4.48561 2.11793e-06 97.9775 0.0210181 6.29602 3.5946e-06 94.7615 0.0332667 7.5592 4.88946e-06 91.0532 0.0426159 8.84111 6.43641e-06 87.6396 0.0491424 9.9773 8.01674e-06 84.5102 0.0540214 10.9933 9.61524e-06 81.5871 0.057871 11.9211 1.12468e-05 78.8461 0.0609782 12.81 1.29635e-05 76.22 0.0635667 13.6686 1.47808e-05 73.7603 0.0656871 14.5128 1.67103e-05 71.4509 0.0674356 15.3516 1.87673e-05 69.2813 0.0688809 16.1956 2.09729e-05 67.2285 0.0700832 17.0347 2.33146e-05 65.2796 0.0710837 17.8769 2.58129e-05 63.3501 0.0719448 18.7073 2.8474e-05 61.4637 0.0726664 19.539 3.13265e-05 59.6111 0.0732629 20.3818 3.44124e-05 57.7883 0.0737438 21.2273 3.77293e-05 55.9438 0.0741257 22.0788 4.13419e-05 54.1498 0.0743975 22.9529 4.52727e-05 52.3418 0.0745731 23.8409 4.95807e-05 50.5503 0.0746505 24.7426 5.42779e-05 48.7876 0.0746331 25.6533 5.93722e-05 47.0743 0.0745271 26.5829 6.49081e-05 45.376 0.0743351 27.511 7.08944e-05 43.6685 0.0740541 28.4292 7.7385e-05 42.0444 0.073704 29.374 8.44139e-05 40.417 0.0732711 30.2765 9.18911e-05 38.8745 0.0727835 31.2032 9.99567e-05 37.3791 0.0722376 32.0952 0.000108445 35.9102 0.0716296 32.9569 0.000117458 34.5705 0.0710116 33.8229 0.00012685 33.2786 0.0703565 34.6579 0.000136683 32.0391 0.0696721 35.4876 0.0001471 30.8636 0.0689709 36.3106 0.000158045 29.7627 0.0682668 37.1376 0.000169522 28.7239 0.0675589 37.9664 0.000181566 27.7561 0.0668604 38.7752 0.000193933 26.8184 0.0661465 39.5663 0.000206887 25.9483 0.0654502 40.369 0.000220364 25.1277 0.0647629 41.1776 0.000234432 24.3623 0.0640941 41.9823 0.000248919 23.6171 0.0634162 42.7636 0.000263975 22.926 0.0627635 43.5724 0.000279684 22.2636 0.0621154 44.4046 0.000296295 21.6399 0.0614843 45.2348 0.000313424 21.0498 0.0608681 46.0435 0.00033089 20.4982 0.0602748 46.8728 0.000349014 19.9638 0.0596835 47.7437 0.00036839 19.4408 0.0590887 48.5689 0.000388151 18.9386 0.0585019 49.4304 0.000409092 18.4412 0.0579054 50.2845 0.000431062 17.9782 0.0573359 51.1444 0.000453555 17.5169 0.0567545 52.0392 0.000477767 17.0697 0.056177 52.9468 0.000503167 16.6285 0.0555936 53.8817 0.000530257 16.2092 0.055026 54.8165 0.000558192 15.7827 0.0544353 55.7498 0.000587978 15.3725 0.0538539 56.7227 0.00061954 14.9612 0.0532575 57.7529 0.000653992 14.5612 0.0526642 58.803 0.000690364 14.1497 0.0520396 59.8418 0.000729352 13.7683 0.0514473 60.9315 0.000770126 13.3737 0.0508205 62.0728 0.000815227 12.9657 0.0501571 63.1682 0.000863236 12.5682 0.0494949 64.3922 0.000916545 12.1491 0.0487791 65.5347 0.00097351 11.7371 0.0480572 66.7749 0.00103642 11.3184 0.0473041 68.0599 0.00110593 10.9013 0.0465333 69.4677 0.00118406 10.4661 0.0457063 70.9158 0.00127205 9.99909 0.0447912 72.467 0.00137539 9.49347 0.0437665 74.0566 0.00149657 8.96779 0.0426608 75.7352 0.00163846 8.41201 0.0414437 77.5888 0.00181123 7.77308 0.0399774 79.7762 0.00204358 7.01309 0.038129 82.4976 0.00238192 6.08791 0.0357013 86.0637 0.00292371 4.72087 0.0316664 92.2019 0.00418078