TMVA NoPreSels CombDLL NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalMixtureGhosts EvalNoPreSel MLP Norm BP NCycles750 CE tanh SF1.4 CVTest151e-16 !UseReg Long Proton Proton ID Efficiency / % Proton Purity / % 0.1 110 0.1 100 100 0 4.01063 2.00266e-06 97.7629 0.0233517 5.68449 3.45661e-06 94.1563 0.0370393 6.82491 4.72154e-06 90.1088 0.0471414 7.97363 6.23023e-06 86.3503 0.054211 8.98373 7.77515e-06 82.9521 0.0593804 9.88613 9.34329e-06 79.7688 0.0634339 10.7053 1.09484e-05 76.7882 0.0666646 11.4922 1.26501e-05 73.9587 0.0692978 12.2473 1.44496e-05 71.3728 0.0713755 12.9983 1.63714e-05 69.0181 0.0730179 13.7453 1.84102e-05 66.6978 0.0744194 14.476 2.05896e-05 64.5283 0.0755457 15.2074 2.2915e-05 62.4259 0.0764752 15.9229 2.53779e-05 60.3347 0.0772472 16.628 2.80209e-05 58.3282 0.0778492 17.3393 3.08643e-05 56.3455 0.0783137 18.0477 3.39282e-05 54.3822 0.0786483 18.7565 3.72442e-05 52.476 0.0788552 19.4794 4.08498e-05 50.5801 0.0789468 20.2055 4.47725e-05 48.722 0.0789263 20.9463 4.90595e-05 46.8884 0.0787991 21.7079 5.37835e-05 45.0897 0.0785705 22.4787 5.89342e-05 43.2802 0.0782358 23.2281 6.4494e-05 41.5154 0.0778071 23.9922 7.05804e-05 39.8192 0.0772981 24.7732 7.72093e-05 38.1409 0.0766992 25.5295 8.43255e-05 36.4975 0.0760187 26.2645 9.19557e-05 34.9085 0.0752699 26.9777 0.000100084 33.3795 0.0744625 27.6675 0.000108708 31.9177 0.0736083 28.3648 0.000118012 30.5219 0.0727149 29.0493 0.000127903 29.2164 0.0718081 29.7176 0.000138255 27.9265 0.0708419 30.3314 0.000149145 26.7315 0.0698818 30.9729 0.000160782 25.6419 0.0689498 31.6148 0.000172851 24.5966 0.0680028 32.2319 0.000185499 23.6003 0.0670499 32.823 0.000198672 22.6688 0.0661127 33.4437 0.000212731 21.8008 0.0651975 34.0414 0.000227157 20.9802 0.0642935 34.6531 0.000242432 20.21 0.0634091 35.2548 0.000258254 19.4875 0.0625465 35.868 0.000274847 18.8078 0.0617049 36.5018 0.000292362 18.1587 0.0608727 37.1257 0.000310608 17.5539 0.060071 37.7764 0.000329796 16.9559 0.0592528 38.3846 0.000349703 16.3994 0.0584672 39.0067 0.000370397 15.8701 0.0576977 39.652 0.000392289 15.3804 0.0569656 40.346 0.000415452 14.9139 0.0562494 41.0545 0.000439783 14.4548 0.0555262 41.7111 0.000464677 14.0307 0.054841 42.4582 0.000491643 13.5986 0.0541254 43.1924 0.000520478 13.1755 0.053407 43.8752 0.000549983 12.7848 0.0527274 44.599 0.000580873 12.402 0.052046 45.3977 0.000614956 12.0146 0.0513397 46.1088 0.000649761 11.6406 0.0506416 46.8787 0.000687504 11.2955 0.0499826 47.7517 0.00072839 10.9342 0.0492768 48.5782 0.000772079 10.5657 0.0485394 49.4083 0.000819575 10.1942 0.0477773 50.2267 0.000870635 9.83636 0.0470248 51.1574 0.0009275 9.4843 0.0462656 52.1061 0.000988813 9.12824 0.045478 52.9605 0.00105275 8.78665 0.0447028 53.9647 0.00112493 8.4488 0.043916 55.0305 0.00120475 8.0915 0.0430612 56.0639 0.00129354 7.70477 0.0421079 57.132 0.00139748 7.34174 0.0411846 58.3624 0.00151421 6.9418 0.0401335 59.5976 0.00165255 6.53414 0.0390224 60.8833 0.00181277 6.10902 0.0378174 62.2042 0.00200236 5.65447 0.0364712 63.5701 0.00223497 5.1356 0.0348531 65.0897 0.00254953 4.55689 0.0329306 66.8202 0.00298865 3.85276 0.0303912 69.0654 0.00371449 2.79682 0.0260355 71.7842 0.00542196