TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainMixtureNoGhosts EvalMixtureGhosts EvalNoPreSel MLP Norm BP NCycles750 CE sigmoid SF1.4 CVTest151e-16 !UseReg Upstream Pion Pion ID Efficiency / % Pion Purity / % 0.1 110 40 100 100 0 50.7145 7.12141e-06 99.9996 8.36572e-05 50.7339 7.12552e-06 99.9979 0.000203965 50.7606 7.13128e-06 99.9955 0.000298384 50.7885 7.13732e-06 99.9926 0.000381828 50.8122 7.14253e-06 99.9894 0.000457337 50.8342 7.14739e-06 99.9855 0.000535266 50.8557 7.1522e-06 99.981 0.000612795 50.8772 7.15707e-06 99.9756 0.000693145 50.9 7.16226e-06 99.9699 0.00077041 50.9231 7.16756e-06 99.9629 0.000855485 50.9469 7.17309e-06 99.9545 0.000947285 50.9721 7.17902e-06 99.9437 0.00105329 50.998 7.18525e-06 99.9319 0.00115863 51.0253 7.19187e-06 99.9167 0.00128145 51.0527 7.19876e-06 99.901 0.00139638 51.081 7.20587e-06 99.8834 0.00151511 51.1106 7.21342e-06 99.8611 0.00165354 51.14 7.22125e-06 99.8368 0.00179268 51.1691 7.22918e-06 99.812 0.00192332 51.2001 7.23755e-06 99.7844 0.00205953 51.2321 7.24633e-06 99.753 0.00220404 51.265 7.25561e-06 99.7203 0.00234517 51.2988 7.26516e-06 99.6841 0.00249187 51.3335 7.27517e-06 99.6436 0.0026464 51.3696 7.28581e-06 99.6011 0.0027989 51.4067 7.29682e-06 99.554 0.00295892 51.4444 7.3083e-06 99.5031 0.00312251 51.4828 7.32024e-06 99.4474 0.00329183 51.5222 7.33273e-06 99.3883 0.00346229 51.5636 7.34593e-06 99.3243 0.00363786 51.6052 7.35956e-06 99.2546 0.00381955 51.6496 7.37424e-06 99.1792 0.0040065 51.6945 7.38947e-06 99.0979 0.00419856 51.7402 7.40535e-06 99.0099 0.00439645 51.7866 7.4219e-06 98.9146 0.00460101 51.8357 7.43961e-06 98.8096 0.00481591 51.885 7.45816e-06 98.6954 0.00503876 51.9358 7.47775e-06 98.5744 0.00526393 51.9898 7.49861e-06 98.4387 0.00550505 52.0447 7.52084e-06 98.2929 0.00575205 52.1013 7.54428e-06 98.1347 0.00600793 52.1598 7.56918e-06 97.9563 0.00628284 52.2189 7.59585e-06 97.7648 0.00656416 52.2808 7.62428e-06 97.5574 0.00685477 52.3463 7.65484e-06 97.3264 0.00716303 52.4145 7.68801e-06 97.0754 0.00748203 52.4851 7.72348e-06 96.7957 0.00782036 52.5581 7.76196e-06 96.4931 0.00816858 52.6389 7.80427e-06 96.1543 0.00853894 52.7207 7.85003e-06 95.7776 0.00892992 52.8081 7.9005e-06 95.3477 0.00935241 52.8982 7.95645e-06 94.8746 0.00979199 52.997 8.01853e-06 94.3295 0.01027 53.1013 8.08869e-06 93.7144 0.0107773 53.2187 8.16878e-06 92.99 0.0113374 53.3418 8.26102e-06 92.1571 0.0119382 53.4785 8.36774e-06 91.178 0.0125939 53.6306 8.49369e-06 89.9934 0.0133255 53.7872 8.64322e-06 88.5626 0.0141326 53.963 8.82594e-06 86.807 0.0150274 54.1521 9.05184e-06 84.6535 0.0160052 54.3594 9.33544e-06 82.0254 0.0170505 54.5953 9.69733e-06 78.8531 0.0181329 54.8729 1.01645e-05 75.0936 0.019204 55.2173 1.0774e-05 70.7376 0.0202029 55.6132 1.15607e-05 65.9956 0.0210358 56.0661 1.25431e-05 61.0687 0.0216517 56.5585 1.3734e-05 56.1352 0.0220348 57.0926 1.51531e-05 51.2136 0.0221961 57.7099 1.68794e-05 46.1677 0.0221373 58.4079 1.9065e-05 40.6303 0.0218093 59.1768 2.20925e-05 34.087 0.0210481 60.0147 2.68946e-05 26.1537 0.0195148 60.823 3.57631e-05 17.3601 0.0168192 61.6746 5.50143e-05 9.58584 0.0130728 63.7212 0.000104632 4.50059 0.00920595 69.6234 0.000254525 1.65444 0.00566417 73.2038 0.000746477 0.427747 0.00289799 70.6405 0.00273688