TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalMixtureGhosts EvalNoPreSel 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 10.5472 3.24765e-06 99.9923 0.000853274 10.5569 3.25238e-06 99.973 0.00160039 10.5697 3.25894e-06 99.9386 0.00241278 10.5838 3.26656e-06 99.8994 0.00308675 10.5981 3.27448e-06 99.8538 0.00372038 10.6125 3.28264e-06 99.8025 0.00432293 10.6272 3.29114e-06 99.7494 0.00486818 10.6426 3.30008e-06 99.6888 0.0054232 10.6583 3.30941e-06 99.6253 0.00594917 10.674 3.31881e-06 99.5586 0.00645518 10.6899 3.32849e-06 99.4895 0.00693911 10.7064 3.33848e-06 99.4161 0.00741901 10.7226 3.34857e-06 99.337 0.00790224 10.739 3.35892e-06 99.2556 0.00836956 10.756 3.36965e-06 99.1739 0.00881344 10.7737 3.38075e-06 99.0845 0.00927394 10.7915 3.39217e-06 98.9867 0.00975168 10.8087 3.40368e-06 98.8876 0.0102126 10.8271 3.41578e-06 98.7847 0.0106689 10.846 3.42831e-06 98.6803 0.0111117 10.8662 3.44149e-06 98.5767 0.0115337 10.8871 3.45507e-06 98.4684 0.0119578 10.9089 3.46924e-06 98.3569 0.0123784 10.9314 3.48392e-06 98.2414 0.0127985 10.9551 3.4994e-06 98.1203 0.0132239 10.9797 3.51552e-06 98.0002 0.0136312 11.0059 3.53246e-06 97.8725 0.0140506 11.0332 3.55021e-06 97.7335 0.014492 11.0612 3.56879e-06 97.5976 0.01491 11.0924 3.58889e-06 97.449 0.0153524 11.1244 3.60994e-06 97.2895 0.015812 11.1572 3.63188e-06 97.1258 0.0162689 11.1919 3.65498e-06 96.9568 0.0167257 11.2274 3.67879e-06 96.7859 0.0171739 11.265 3.70381e-06 96.6011 0.0176438 11.3031 3.7297e-06 96.4147 0.0181037 11.3429 3.75671e-06 96.2125 0.0185877 11.3823 3.78424e-06 96.0032 0.0190735 11.4232 3.81293e-06 95.7868 0.0195609 11.4654 3.84274e-06 95.5578 0.0200616 11.5093 3.87407e-06 95.3184 0.0205692 11.5541 3.90651e-06 95.0645 0.0210915 11.6002 3.94044e-06 94.8014 0.0216164 11.6488 3.97621e-06 94.5093 0.022181 11.6967 4.01312e-06 94.2083 0.0227446 11.7466 4.05172e-06 93.8789 0.0233415 11.7981 4.09272e-06 93.5332 0.0239475 11.8532 4.13667e-06 93.1597 0.0245801 11.9111 4.1837e-06 92.7553 0.0252412 11.974 4.23531e-06 92.3027 0.0259542 12.0396 4.29108e-06 91.8228 0.0266815 12.1132 4.35313e-06 91.2815 0.0274691 12.194 4.42281e-06 90.6769 0.0283114 12.2841 4.50173e-06 90.0279 0.0291752 12.3907 4.59337e-06 89.301 0.0300975 12.5154 4.70082e-06 88.4629 0.0311071 12.6614 4.82866e-06 87.5242 0.0321759 12.839 4.98345e-06 86.458 0.0333177 13.0552 5.17289e-06 85.2674 0.0345114 13.3217 5.40653e-06 83.942 0.0357492 13.6519 5.69733e-06 82.4257 0.0370597 14.056 6.06168e-06 80.7528 0.0383879 14.5626 6.52473e-06 78.8655 0.0397531 15.1864 7.11471e-06 76.7961 0.0411037 15.9647 7.87524e-06 74.4499 0.0424678 16.9008 8.84832e-06 71.8879 0.043773 18.0331 1.00998e-05 69.0254 0.0450234 19.3634 1.17038e-05 65.8959 0.0461598 21.0343 1.38802e-05 62.3386 0.04718 23.3305 1.71392e-05 58.3024 0.0480098 26.4565 2.21297e-05 54.2892 0.0485062 30.3956 2.92662e-05 50.2807 0.0486849 35.716 4.0249e-05 46.0461 0.0485332 43.0445 5.81497e-05 41.1831 0.0479228 51.8 8.583e-05 36.9198 0.0469902 60.8492 0.000121895 32.6095 0.045646 68.642 0.00016535 27.7865 0.0436172 75.3756 0.000223292 21.2144 0.039808 83.1248 0.00033871