TMVA Upgrade Sim09cUp02RecoUp01 AllPhysTracksInEvent AllPhysTracksInEvent NoReweight NaturalMix GhF1 MLP Norm BP NCycles750 CE sigmoid HL1SF1.2 HL2SF1.6 CVTest151e-16 !UseReg Downstream Pion Pion ID Efficiency / % Pion Purity / % 0.1 110 10 100 100 0 26.8508 5.18178e-06 99.4661 0.00444727 36.4521 8.24045e-06 98.758 0.0067589 41.7417 1.01701e-05 98.0454 0.00844821 45.6104 1.17007e-05 97.3502 0.00980162 48.7644 1.30274e-05 96.6554 0.0109726 51.461 1.42244e-05 95.9799 0.0119876 53.7963 1.53105e-05 95.3248 0.0128833 55.8274 1.6297e-05 94.6856 0.0136896 57.6349 1.72102e-05 94.0733 0.0144099 59.2677 1.80635e-05 93.4751 0.0150714 60.7414 1.88613e-05 92.892 0.0156814 62.0844 1.96127e-05 92.3228 0.0162472 63.3247 2.03279e-05 91.7608 0.01678 64.463 2.10063e-05 91.2071 0.0172823 65.5257 2.16586e-05 90.6594 0.0177588 66.5135 2.2284e-05 90.1112 0.0182172 67.4472 2.28933e-05 89.5792 0.0186455 68.3342 2.34851e-05 89.0468 0.0190591 69.1771 2.4064e-05 88.5187 0.0194552 69.9702 2.4625e-05 87.9892 0.0198391 70.7284 2.51769e-05 87.4646 0.0202072 71.456 2.57198e-05 86.9408 0.0205632 72.1472 2.62511e-05 86.4172 0.0209082 72.8129 2.67765e-05 85.8919 0.0212437 73.4513 2.72953e-05 85.3661 0.0215697 74.0702 2.78113e-05 84.8343 0.0218896 74.6651 2.83235e-05 84.2957 0.0222041 75.2366 2.88324e-05 83.7542 0.022511 75.7999 2.93453e-05 83.1979 0.022817 76.3383 2.98568e-05 82.6378 0.023116 76.864 3.03702e-05 82.066 0.0234121 77.3797 3.08901e-05 81.4912 0.023701 77.8856 3.14136e-05 80.8982 0.0239898 78.3778 3.19442e-05 80.2999 0.0242724 78.8669 3.2484e-05 79.6888 0.024552 79.3468 3.30323e-05 79.0596 0.0248308 79.821 3.35941e-05 78.4134 0.0251078 80.2758 3.41608e-05 77.7485 0.0253832 80.7346 3.47488e-05 77.0595 0.0256588 81.1881 3.53553e-05 76.3503 0.0259322 81.6273 3.59736e-05 75.6358 0.0261975 82.0716 3.66103e-05 74.8944 0.0264625 82.507 3.72674e-05 74.1382 0.0267221 82.942 3.79456e-05 73.3649 0.0269769 83.3677 3.86412e-05 72.5574 0.0272317 83.7951 3.93721e-05 71.718 0.0274846 84.2196 4.01359e-05 70.8508 0.0277336 84.6362 4.0929e-05 69.961 0.0279764 85.0542 4.17571e-05 69.0205 0.0282194 85.4754 4.26408e-05 68.0551 0.0284546 85.9049 4.3572e-05 67.0192 0.0286914 86.332 4.45759e-05 65.916 0.0289262 86.7773 4.56731e-05 64.7467 0.0291561 87.2351 4.68664e-05 63.5081 0.0293788 87.7247 4.81832e-05 62.1587 0.0295975 88.2341 4.96586e-05 60.7157 0.0298044 88.767 5.13001e-05 59.1509 0.029998 89.3337 5.31623e-05 57.4286 0.0301748 89.9287 5.53045e-05 55.5777 0.030323 90.5629 5.7752e-05 53.5793 0.0304351 91.233 6.05721e-05 51.3928 0.0305016 91.948 6.38929e-05 49.2231 0.0305097 92.674 6.7501e-05 47.3197 0.0304696 93.3068 7.09365e-05 45.7314 0.030402 93.8182 7.40046e-05 44.2528 0.0303112 94.2858 7.70496e-05 42.8024 0.0301956 94.7215 8.02134e-05 41.3339 0.0300516 95.136 8.36089e-05 39.8235 0.0298747 95.5583 8.73586e-05 38.2336 0.0296565 95.9657 9.15737e-05 36.5722 0.0293925 96.367 9.63348e-05 34.7715 0.0290637 96.7632 0.000101949 32.8396 0.02866 97.1601 0.000108611 30.7533 0.0281622 97.5444 0.000116668 28.4444 0.0275322 97.9304 0.000126888 25.8418 0.0267154 98.2964 0.000140451 22.7615 0.0255881 98.6587 0.000160341 18.9032 0.0238941 99.0232 0.000194138 13.0485 0.020556 99.4121 0.000282905