TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainMixtureNoGhosts EvalMixtureGhosts EvalWithPreSel MLP Norm BP NCycles750 CE sigmoid SF1.4 CVTest151e-16 !UseReg Upstream Pion Pion ID Efficiency / % Electron MisID Efficiency / % 30 110 0.05 80 99.9641 0.000840825 79.8892 0.14627 99.9549 0.000942762 79.1967 0.148121 99.9437 0.00105347 78.5336 0.149832 99.9313 0.00116314 77.909 0.151391 99.9171 0.00127811 77.2498 0.152981 99.9018 0.00139109 76.6666 0.154344 99.8829 0.00151856 76.1699 0.155472 99.8622 0.00164743 75.6465 0.156629 99.8383 0.00178444 75.1432 0.157712 99.8128 0.00191938 74.6784 0.158687 99.7857 0.00205322 74.2603 0.159543 99.7545 0.00219762 73.8341 0.160396 99.7216 0.00233988 73.4186 0.161209 99.6853 0.00248705 72.9925 0.162024 99.6465 0.00263565 72.5704 0.162812 99.6031 0.00279192 72.1695 0.163544 99.5569 0.00294927 71.806 0.164194 99.508 0.00310718 71.4398 0.164835 99.4522 0.00327766 71.0683 0.165471 99.3944 0.00344505 70.6954 0.166097 99.328 0.00362798 70.3398 0.166681 99.2578 0.00381121 69.9377 0.167326 99.181 0.00400215 69.5155 0.167988 99.0979 0.00419841 69.0934 0.168632 99.0085 0.00439969 68.7072 0.169208 98.9139 0.00460253 68.3024 0.169796 98.8077 0.00481972 67.8736 0.170404 98.693 0.00504337 67.4754 0.170953 98.5715 0.0052693 67.0307 0.171549 98.4359 0.00550993 66.5579 0.172165 98.2868 0.00576212 66.1278 0.172707 98.1292 0.00601657 65.6364 0.173308 97.9541 0.00628615 65.1543 0.173878 97.7659 0.00656265 64.6377 0.174466 97.5572 0.00685495 64.0637 0.175094 97.3275 0.00716158 63.4738 0.17571 97.078 0.00747883 62.8546 0.176327 96.8008 0.00781434 62.2114 0.176935 96.4987 0.00816225 61.5415 0.177532 96.1607 0.00853213 60.893 0.178077 95.7831 0.00892426 60.1326 0.178674 95.3562 0.0093443 59.2884 0.179284 94.8786 0.00978844 58.472 0.179822 94.3374 0.0102633 57.4866 0.180403 93.7231 0.0107703 56.4226 0.180948 93.0037 0.0113271 55.2201 0.181463 92.1737 0.0119266 54.0696 0.181855 91.1867 0.0125884 52.7419 0.182185 90.0044 0.0133189 51.3197 0.182396 88.5644 0.0141317 49.7749 0.182458 86.815 0.0150235 47.9972 0.182313 84.6605 0.0160022 46.0103 0.181878 82.0206 0.0170523 43.7931 0.181049 78.8472 0.0181347 41.3748 0.179725 75.0788 0.0192077 38.6795 0.177722 70.713 0.0202079 35.5941 0.174723 65.9655 0.0210403 32.3195 0.170672 61.052 0.0216534 28.969 0.165534 56.1252 0.0220354 25.9342 0.159935 51.2063 0.0221961 22.9539 0.153462 46.1684 0.0221373 19.9417 0.145808 40.6419 0.0218102 16.9055 0.136772 34.0927 0.021049 13.7934 0.125835