TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalMixtureGhosts EvalWithPreSel MLP Norm BP NCycles750 CE tanh SF1.2 CVTest151e-16 !UseReg Downstream Pion Pion ID Efficiency / % Pion Purity / % 0.1 110 10 100 100 0 10.5428 3.24696e-06 99.9916 0.000894791 10.5519 3.25146e-06 99.9718 0.00163441 10.5648 3.25807e-06 99.9401 0.00238193 10.579 3.26566e-06 99.9028 0.00303526 10.5934 3.27354e-06 99.8564 0.00368804 10.6076 3.28166e-06 99.8052 0.00429459 10.6226 3.29034e-06 99.7487 0.00487573 10.6378 3.29923e-06 99.6877 0.00543452 10.6532 3.30846e-06 99.6254 0.0059494 10.6691 3.31792e-06 99.5605 0.00644268 10.6853 3.32764e-06 99.4914 0.00692789 10.7018 3.33767e-06 99.4202 0.00739451 10.7181 3.34768e-06 99.3407 0.00788192 10.7345 3.35808e-06 99.2581 0.0083577 10.7513 3.36875e-06 99.1758 0.00880507 10.769 3.37987e-06 99.0852 0.00927257 10.7865 3.39122e-06 98.9898 0.00973901 10.8042 3.40284e-06 98.8928 0.010191 10.8228 3.41498e-06 98.7901 0.0106478 10.8416 3.42747e-06 98.6833 0.0111018 10.8615 3.4406e-06 98.576 0.0115389 10.8821 3.45416e-06 98.4713 0.0119493 10.9043 3.46844e-06 98.3605 0.0123677 10.9272 3.48325e-06 98.2451 0.0127879 10.9506 3.49858e-06 98.1222 0.0132199 10.9751 3.5147e-06 97.9985 0.0136397 11.0008 3.53151e-06 97.8707 0.0140595 11.0281 3.54931e-06 97.7256 0.0145199 11.0554 3.56781e-06 97.5815 0.0149617 11.0855 3.58767e-06 97.436 0.0153937 11.1177 3.60865e-06 97.279 0.0158452 11.1509 3.63068e-06 97.1099 0.016316 11.1848 3.65365e-06 96.936 0.0167845 11.2202 3.67757e-06 96.7634 0.0172355 11.2577 3.70263e-06 96.5827 0.0176935 11.2961 3.72853e-06 96.3945 0.0181565 11.3356 3.75545e-06 96.191 0.018642 11.3749 3.78297e-06 95.9798 0.0191309 11.4161 3.81188e-06 95.763 0.0196179 11.458 3.84159e-06 95.5384 0.0201075 11.5019 3.87276e-06 95.3007 0.0206105 11.5464 3.90496e-06 95.0413 0.0211427 11.5913 3.93851e-06 94.7713 0.0216799 11.6389 3.97408e-06 94.4852 0.0222315 11.6877 4.0112e-06 94.1821 0.0227977 11.7375 4.04986e-06 93.8554 0.0233883 11.789 4.09072e-06 93.5128 0.0239876 11.8445 4.13473e-06 93.1294 0.0246356 11.901 4.18151e-06 92.7266 0.0252926 11.9643 4.23324e-06 92.2839 0.0259887 12.0313 4.2893e-06 91.7975 0.0267246 12.1031 4.3507e-06 91.2658 0.0274972 12.1851 4.42057e-06 90.6749 0.0283199 12.2763 4.49946e-06 90.0283 0.0291807 12.3825 4.59067e-06 89.2926 0.0301143 12.5058 4.6978e-06 88.4532 0.031125 12.6516 4.82556e-06 87.5194 0.0321879 12.8295 4.98032e-06 86.4464 0.0333368 13.045 5.1697e-06 85.2679 0.0345181 13.3138 5.40393e-06 83.9386 0.0357598 13.643 5.6944e-06 82.4375 0.0370577 14.0478 6.05805e-06 80.7388 0.0384066 14.5505 6.52048e-06 78.8419 0.0397777 15.1709 7.10892e-06 76.7592 0.0411352 15.9429 7.86623e-06 74.4162 0.0424951 16.8805 8.84003e-06 71.8521 0.0437991 18.0117 1.0091e-05 68.9902 0.045047 19.3414 1.16947e-05 65.8524 0.0461837 21.0146 1.38757e-05 62.3045 0.0471983 23.3091 1.71322e-05 58.29 0.0480219 26.4307 2.21113e-05 54.27 0.048518 30.349 2.92214e-05 50.2815 0.0486951 35.6709 4.01891e-05 46.0464 0.0485434 43.0011 5.80855e-05 41.2232 0.0479398 51.7665 8.56991e-05 36.9602 0.0470107 60.8069 0.000121686 32.6327 0.0456639 68.5908 0.000165117 27.8038 0.0436347 75.3349 0.000223067 21.211 0.039814 83.0914 0.000338701