TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyGhosts EvalMixtureGhosts EvalWithPreSel MLP Norm BP NCycles750 CE tanh SF1.4 CVTest151e-16 !UseReg Long Ghost Ghost ID Efficiency / % Proton MisID Efficiency / % 30 110 0.05 80 99.5787 0.00335293 62.0737 0.0766438 99.0616 0.00499117 44.1516 0.0784389 98.6173 0.00604506 35.2403 0.0754614 98.2342 0.0068182 29.771 0.0722284 97.8863 0.00744643 26.0469 0.0693281 97.5688 0.00797316 23.3212 0.0667984 97.2726 0.0084321 21.1653 0.0645244 96.9849 0.00885247 19.4556 0.0625306 96.7129 0.00923021 18.0466 0.0607482 96.4532 0.00957511 16.8027 0.0590605 96.1956 0.00990341 15.7852 0.0575933 95.9424 0.0102142 14.8539 0.0561767 95.6978 0.0105041 14.0675 0.0549211 95.4598 0.0107774 13.3588 0.0537402 95.2229 0.0110412 12.7068 0.0526092 94.9905 0.0112928 12.1239 0.0515597 94.7586 0.0115371 11.5992 0.0505819 94.5237 0.0117781 11.0994 0.0496198 94.2959 0.0120062 10.6408 0.048709 94.0663 0.0122305 10.2049 0.0478171 93.842 0.0124447 9.80789 0.0469813 93.6141 0.0126574 9.42987 0.0461635 93.3846 0.0128671 9.08453 0.0453966 93.1508 0.0130761 8.75367 0.0446432 92.9266 0.0132723 8.42855 0.0438843 92.6977 0.0134687 8.12762 0.0431646 92.4666 0.0136632 7.8297 0.0424347 92.2273 0.0138605 7.55398 0.0417431 91.9851 0.0140563 7.29522 0.0410793 91.7414 0.0142495 7.04396 0.0404204 91.4993 0.0144377 6.80342 0.0397756 91.2491 0.0146287 6.56762 0.0391296 91.0023 0.0148135 6.33906 0.0384897 90.7545 0.0149956 6.11325 0.0378435 90.4946 0.0151831 5.91213 0.0372556 90.2314 0.0153695 5.70229 0.0366293 89.9629 0.0155561 5.50916 0.0360405 89.6901 0.0157422 5.3073 0.0354118 89.4113 0.0159288 5.1254 0.0348331 89.1296 0.0161138 4.95672 0.0342855 88.8408 0.0163 4.78829 0.0337278 88.5442 0.0164876 4.62611 0.0331799 88.2438 0.016674 4.45668 0.0325956 87.9318 0.0168639 4.30447 0.0320597 87.6167 0.017052 4.14528 0.0314874 87.2923 0.0172419 3.99432 0.0309331 86.947 0.01744 3.84636 0.0303781 86.5994 0.0176353 3.70213 0.0298255 86.248 0.0178288 3.55167 0.0292359 85.8772 0.0180287 3.40845 0.0286616 85.4931 0.0182313 3.28394 0.0281514 85.0945 0.0184369 3.14221 0.0275574 84.6824 0.0186447 3.01396 0.027007 84.2567 0.0188545 2.89269 0.0264746 83.818 0.0190655 2.76394 0.0258959 83.3568 0.019282 2.63618 0.0253069 82.873 0.0195035 2.50818 0.0247011 82.3691 0.019728 2.39015 0.0241275 81.8326 0.0199606 2.27812 0.0235688 81.2685 0.0201982 2.1596 0.0229614 80.6728 0.0204415 2.04008 0.0223306 80.0342 0.020694 1.92081 0.0216812 79.3585 0.0209523 1.80054 0.0210043 78.6203 0.0212243 1.68975 0.0203593 77.8384 0.0215012 1.57497 0.0196672 77.0004 0.0217857 1.46618 0.0189863 76.094 0.0220797 1.35889 0.0182883 75.0964 0.0223875 1.25384 0.0175766 73.9968 0.0227083 1.1468 0.0168187 72.7714 0.023044 1.03825 0.0160117 71.4051 0.0233923 0.930461 0.015166 69.835 0.0237603 0.833148 0.0143581 68.0139 0.0241459 0.731344 0.0134592 65.8514 0.024549 0.622803 0.0124272 63.164 0.024971 0.511018 0.0112631 59.6946 0.025393 0.40547 0.0100381 54.7568 0.0257668 0.292687 0.00853333 46.4941 0.0258205 0.164683 0.00640501