TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyGhosts EvalMixtureGhosts EvalWithPreSel MLP Norm BP NCycles750 CE sigmoid SF1.4 CVTest151e-16 !UseReg Upstream Ghost Ghost ID Efficiency / % Ghost Purity / % 0.1 110 20 100 100 0 38.6632 6.21798e-06 99.8285 0.00210451 41.2315 6.85947e-06 99.3422 0.00411119 46.0874 8.14594e-06 98.8105 0.0055136 49.95 9.24063e-06 98.3106 0.00655423 52.8607 1.01112e-05 97.8476 0.0073805 55.1367 1.08221e-05 97.4194 0.00806372 57.0007 1.14255e-05 97.0026 0.00867198 58.587 1.19569e-05 96.601 0.00921546 59.9844 1.24388e-05 96.2034 0.00971953 61.2356 1.2883e-05 95.8074 0.0101928 62.3789 1.33002e-05 95.4069 0.0106462 63.4265 1.36939e-05 95.0127 0.0110707 64.3924 1.40661e-05 94.623 0.0114714 65.2919 1.44209e-05 94.2263 0.0118621 66.1246 1.47596e-05 93.8206 0.0122454 66.9209 1.5092e-05 93.409 0.0126189 67.6727 1.54147e-05 92.9927 0.0129822 68.3835 1.57282e-05 92.5669 0.0133403 69.0664 1.60378e-05 92.1387 0.0136874 69.7244 1.63432e-05 91.7053 0.0140265 70.35 1.66419e-05 91.2517 0.0143692 70.9543 1.69406e-05 90.8002 0.0146989 71.543 1.72372e-05 90.3325 0.015029 72.1093 1.75325e-05 89.8536 0.0153559 72.67 1.78319e-05 89.3589 0.0156824 73.2126 1.81319e-05 88.8551 0.016004 73.744 1.84336e-05 88.341 0.0163216 74.2671 1.87385e-05 87.8098 0.016639 74.7765 1.90461e-05 87.2685 0.016952 75.2726 1.93553e-05 86.7069 0.017266 75.7687 1.96736e-05 86.1261 0.01758 76.2583 1.99985e-05 85.532 0.0178904 76.7368 2.03273e-05 84.9236 0.0181976 77.2195 2.06664e-05 84.2943 0.0185046 77.6899 2.10112e-05 83.6426 0.0188114 78.1603 2.13675e-05 82.9713 0.0191164 78.6228 2.17319e-05 82.2815 0.0194185 79.0824 2.21065e-05 81.5665 0.0197202 79.5384 2.24934e-05 80.8397 0.0200154 79.9966 2.2892e-05 80.0873 0.0203094 80.4498 2.33037e-05 79.3049 0.0206032 80.9004 2.37316e-05 78.51 0.0208897 81.3439 2.41693e-05 77.6814 0.0211759 81.7903 2.46284e-05 76.8246 0.0214592 82.2359 2.51069e-05 75.9331 0.0217409 82.6813 2.56084e-05 75.0129 0.022018 83.1288 2.61332e-05 74.0575 0.0222916 83.573 2.66828e-05 73.0718 0.0225595 84.0149 2.72575e-05 72.039 0.022825 84.4603 2.78685e-05 70.9625 0.0230858 84.9092 2.85171e-05 69.8312 0.0233429 85.3698 2.92152e-05 68.6541 0.0235925 85.8361 2.99599e-05 67.4133 0.0238366 86.3054 3.07619e-05 66.0997 0.0240742 86.7744 3.16294e-05 64.7356 0.0242991 87.2611 3.25679e-05 63.3168 0.02451 87.7506 3.35783e-05 61.8155 0.0247083 88.239 3.46813e-05 60.2416 0.0248894 88.7337 3.5887e-05 58.5901 0.0250504 89.2358 3.72123e-05 56.8644 0.0251877 89.7469 3.86714e-05 55.0667 0.0252976 90.2489 4.02695e-05 53.1979 0.0253765 90.7576 4.2037e-05 51.248 0.0254206 91.27 4.40064e-05 49.2404 0.0254256 91.7828 4.61873e-05 47.1489 0.0253871 92.3004 4.86447e-05 44.9787 0.0253 92.808 5.1413e-05 42.7341 0.0251586 93.3148 5.45573e-05 40.3979 0.0249552 93.8201 5.81817e-05 37.9806 0.0246829 94.3119 6.2372e-05 35.4592 0.0243295 94.8046 6.73314e-05 32.8247 0.0238812 95.2998 7.33059e-05 30.0661 0.0233203 95.7852 8.0644e-05 27.1377 0.0226146 96.2754 9.00328e-05 23.9985 0.0217197 96.7703 0.000102596 20.5116 0.0205354 97.2468 0.000120925 16.602 0.0189238 97.7629 0.000150592 12.0547 0.016559 98.338 0.000209232 6.71144 0.0127254 98.9861 0.00037953