TMVA-NoPreSels-NoGECs-ReweightRICH2-MLP-Norm-BP-NCycles750-CE-tanh-SF1.4 Upstream Pion Pion ID Efficiency / % Pion Purity / % 0.1 110 40 100 100 0 48.8447 1.45864e-05 99.9488 0.00147918 50.365 1.52805e-05 99.826 0.00272425 51.7807 1.59489e-05 99.6686 0.00375681 53.0033 1.65431e-05 99.4797 0.00470283 54.112 1.70973e-05 99.2708 0.00556142 55.1198 1.76141e-05 99.036 0.00638715 56.0396 1.80997e-05 98.7859 0.00715872 56.8993 1.85646e-05 98.5128 0.00791205 57.6937 1.90073e-05 98.2251 0.00863089 58.4608 1.94445e-05 97.9153 0.00933925 59.1968 1.98755e-05 97.5871 0.0100307 59.919 2.03084e-05 97.2316 0.0107246 60.6259 2.07444e-05 96.8555 0.0114076 61.3225 2.11849e-05 96.4506 0.0120947 62.0153 2.16354e-05 96.0248 0.0127711 62.7072 2.2096e-05 95.5723 0.0134466 63.3909 2.25647e-05 95.0938 0.0141191 64.0715 2.30445e-05 94.5926 0.0147838 64.7413 2.35308e-05 94.0721 0.0154362 65.4037 2.4025e-05 93.5221 0.0160892 66.0528 2.4527e-05 92.9694 0.016712 66.6849 2.50278e-05 92.3937 0.0173288 67.3075 2.55373e-05 91.794 0.0179404 67.9188 2.60551e-05 91.1776 0.0185395 68.5142 2.65769e-05 90.5508 0.0191208 69.0967 2.71029e-05 89.917 0.0196824 69.6683 2.76333e-05 89.2639 0.0202359 70.2248 2.81697e-05 88.6086 0.0207676 70.7648 2.87059e-05 87.9335 0.0212926 71.2899 2.92488e-05 87.2601 0.0217947 71.8039 2.97939e-05 86.561 0.0222949 72.306 3.03502e-05 85.8508 0.0227823 72.7958 3.09126e-05 85.1268 0.0232592 73.2755 3.14842e-05 84.379 0.0237319 73.7384 3.20648e-05 83.6295 0.0241864 74.2092 3.26625e-05 82.8504 0.0246397 74.6758 3.3281e-05 82.0399 0.0250916 75.1261 3.39143e-05 81.2142 0.0255324 75.5815 3.45711e-05 80.3588 0.0259694 76.022 3.5245e-05 79.4779 0.0263994 76.4614 3.5945e-05 78.5586 0.0268277 76.9032 3.66813e-05 77.6151 0.0272465 77.3355 3.74406e-05 76.6469 0.0276554 77.7684 3.82324e-05 75.62 0.028067 78.1879 3.90656e-05 74.5614 0.0284685 78.6047 3.99375e-05 73.4407 0.0288694 79.0195 4.08683e-05 72.2758 0.0292608 79.4322 4.18527e-05 71.0627 0.0296422 79.8405 4.28958e-05 69.8085 0.0300094 80.2537 4.40059e-05 68.4843 0.0303683 80.6557 4.51942e-05 67.0903 0.0307151 81.0563 4.64774e-05 65.6246 0.0310469 81.4553 4.78667e-05 64.0844 0.0313602 81.8687 4.93907e-05 62.4356 0.0316567 82.2724 5.10706e-05 60.6962 0.031927 82.6774 5.29225e-05 58.8221 0.0321709 83.0969 5.50247e-05 56.8111 0.032379 83.535 5.74237e-05 54.6726 0.0325406 83.9935 6.01617e-05 52.3358 0.032648 84.4498 6.33608e-05 49.8204 0.0326835 84.9366 6.71362e-05 47.072 0.0326276 85.4479 7.16987e-05 44.0799 0.0324538 85.9974 7.73052e-05 40.8831 0.0321358 86.5809 8.41997e-05 37.5001 0.0316458 87.2015 9.27844e-05 33.9885 0.0309625 87.8371 0.000103492 30.4291 0.0300759 88.4718 0.000116853 26.819 0.0289588 89.1457 0.0001341 23.1379 0.0275663 89.8467 0.000157272 19.3901 0.0258431 90.5749 0.000189956 15.5846 0.0237093 91.3401 0.000239341 11.9087 0.0211719 92.1677 0.000317487 8.59462 0.0183215 93.027 0.000446075 5.76327 0.0152337 94.0822 0.000676569 3.58384 0.0121509 95.2205 0.00110781 2.13362 0.00944575 96.5935 0.00190117 1.24828 0.00725754 97.8497 0.00331315 0.638626 0.00520706 98.66 0.00655651