TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyGhosts EvalHeavyGhosts 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 38.9038 6.23729e-06 99.8312 0.00208141 41.4546 6.8723e-06 99.3473 0.00408258 46.2596 8.14056e-06 98.8173 0.00548089 50.0956 9.22305e-06 98.333 0.00649107 53.0017 1.00866e-05 97.8745 0.00731252 55.2706 1.07914e-05 97.443 0.00800286 57.1376 1.13931e-05 97.0333 0.00860205 58.7291 1.19225e-05 96.636 0.00914112 60.1314 1.24028e-05 96.2412 0.00964295 61.3822 1.28443e-05 95.8489 0.010113 62.5248 1.32587e-05 95.4551 0.01056 63.5691 1.36483e-05 95.0617 0.0109849 64.5365 1.40188e-05 94.6714 0.0113873 65.4298 1.43699e-05 94.2727 0.0117807 66.2726 1.47104e-05 93.868 0.0121636 67.0646 1.50394e-05 93.4635 0.0125314 67.8179 1.53597e-05 93.0571 0.0128869 68.5288 1.567e-05 92.6328 0.0132445 69.2084 1.59765e-05 92.2065 0.013591 69.8658 1.62796e-05 91.7648 0.0139374 70.4935 1.65789e-05 91.3164 0.0142767 71.1032 1.68769e-05 90.8627 0.0146085 71.6924 1.71724e-05 90.3978 0.0149372 72.2635 1.74674e-05 89.9238 0.0152613 72.8137 1.77604e-05 89.437 0.0155832 73.35 1.80547e-05 88.9386 0.0159021 73.876 1.83516e-05 88.424 0.0162207 74.3931 1.86525e-05 87.8999 0.0165345 74.9001 1.89559e-05 87.357 0.0168492 75.3981 1.92642e-05 86.804 0.0171591 75.8895 1.95768e-05 86.2291 0.0174708 76.3772 1.98976e-05 85.6479 0.0177754 76.8608 2.02231e-05 85.0442 0.0180814 77.3378 2.05566e-05 84.415 0.0183894 77.8066 2.08984e-05 83.777 0.018691 78.2743 2.12477e-05 83.1139 0.0189935 78.7339 2.16062e-05 82.4323 0.0192934 79.1935 2.19758e-05 81.7348 0.0195893 79.6477 2.23543e-05 81.0111 0.019885 80.097 2.27451e-05 80.2596 0.0201804 80.5467 2.31517e-05 79.4877 0.020472 80.9928 2.3571e-05 78.6936 0.0207601 81.4388 2.40058e-05 77.8608 0.0210496 81.8888 2.44639e-05 77.0074 0.0213336 82.3318 2.4936e-05 76.1294 0.0216128 82.7819 2.54307e-05 75.225 0.0218873 83.2278 2.59447e-05 74.2733 0.0221622 83.6694 2.64866e-05 73.2826 0.0224337 84.1205 2.7062e-05 72.2389 0.0227043 84.5622 2.76695e-05 71.1585 0.0229682 85.0119 2.8314e-05 70.0461 0.0232232 85.4682 2.89955e-05 68.8627 0.0234767 85.9264 2.97313e-05 67.6287 0.0237219 86.3881 3.05181e-05 66.3202 0.0239614 86.8559 3.13733e-05 64.9585 0.0241888 87.3321 3.22948e-05 63.5302 0.024404 87.8154 3.32954e-05 62.027 0.0246055 88.3007 3.43854e-05 60.4578 0.0247891 88.7957 3.55749e-05 58.8143 0.0249528 89.2988 3.68803e-05 57.0972 0.0250931 89.8084 3.8315e-05 55.3087 0.0252065 90.3076 3.98842e-05 53.4441 0.0252896 90.8275 4.16327e-05 51.4934 0.0253385 91.3317 4.35701e-05 49.4647 0.0253483 91.856 4.57482e-05 47.3704 0.0253147 92.3702 4.81725e-05 45.2175 0.0252335 92.8843 5.0888e-05 42.9769 0.0250985 93.3901 5.39789e-05 40.6468 0.0249023 93.8822 5.7525e-05 38.2279 0.0246372 94.3794 6.16514e-05 35.6929 0.0242898 94.8742 6.655e-05 33.0704 0.0238524 95.3663 7.23872e-05 30.3102 0.0233015 95.8595 7.95925e-05 27.3727 0.0226054 96.3424 8.88008e-05 24.2222 0.0217211 96.8225 0.000101102 20.741 0.0205562 97.2769 0.000118903 16.831 0.0189688 97.7914 0.00014769 12.2776 0.0166386 98.3547 0.000204215 6.89794 0.0128482 99.0178 0.000367162