TMVA NoPreSels NoGECs AllPhysTracksInEvent AllPhysTracksInEvent ReweightRICH2 TrainHeavyNoGhosts EvalMixtureGhosts EvalNoPreSel MLP Norm BP NCycles750 CE tanh SF1.4 CVTest151e-16 !UseReg Downstream Electron Electron ID Efficiency / % Electron Purity / % 0.1 110 0.1 100 84.841 0.398126 0.299073 2.37588e-06 78.8021 0.453731 0.367312 3.4816e-06 73.5026 0.489932 0.420069 4.56503e-06 69.0288 0.513306 0.482404 5.98207e-06 66.034 0.525761 0.524026 7.07989e-06 63.9142 0.53315 0.554744 7.96722e-06 62.3367 0.537915 0.582903 8.79864e-06 60.8578 0.54183 0.607497 9.58881e-06 59.6007 0.544747 0.632051 1.03906e-05 58.4792 0.547036 0.655579 1.11867e-05 57.4809 0.548828 0.678778 1.19904e-05 56.2608 0.550707 0.698105 1.27773e-05 55.3858 0.551847 0.72094 1.36212e-05 54.3012 0.553018 0.740296 1.44565e-05 53.5987 0.553636 0.764317 1.53646e-05 52.8223 0.554191 0.786789 1.6283e-05 51.9965 0.554633 0.808919 1.72444e-05 51.2201 0.554911 0.831291 1.8237e-05 50.3328 0.555064 0.851845 1.92511e-05 49.544 0.555053 0.873583 2.03109e-05 48.7676 0.554907 0.895782 2.14258e-05 48.1883 0.554712 0.921359 2.26187e-05 47.4612 0.55436 0.944379 2.38312e-05 46.7217 0.553882 0.967823 2.51154e-05 46.0069 0.553303 0.991738 2.64568e-05 45.3537 0.552674 1.01757 2.78933e-05 44.8361 0.552108 1.04681 2.94401e-05 44.2938 0.55145 1.07619 3.1064e-05 43.7146 0.550673 1.10515 3.27546e-05 43.1723 0.549876 1.13473 3.45065e-05 42.6177 0.548993 1.16643 3.64302e-05 42.1987 0.548278 1.20152 3.84646e-05 41.6564 0.547293 1.23455 4.05832e-05 41.0648 0.546141 1.26762 4.2833e-05 40.4363 0.544827 1.29987 4.51696e-05 39.9803 0.543817 1.33933 4.77804e-05 39.4257 0.542521 1.37643 5.048e-05 39.0067 0.541493 1.42022 5.3476e-05 38.4151 0.539971 1.45839 5.65032e-05 37.9221 0.538638 1.50301 5.98844e-05 37.3429 0.536997 1.54612 6.34483e-05 36.7636 0.535273 1.59114 6.72834e-05 36.1597 0.533387 1.63573 7.13026e-05 35.6791 0.531821 1.68963 7.58647e-05 35.0136 0.529556 1.73377 8.03552e-05 34.422 0.527448 1.78609 8.54642e-05 33.8058 0.525156 1.83973 9.09715e-05 33.2881 0.523153 1.90045 9.69976e-05 32.8321 0.52133 1.96763 0.000103605 32.3392 0.519297 2.03357 0.000110516 31.7969 0.516984 2.10098 0.000118035 31.2669 0.514645 2.17268 0.000126233 30.6014 0.511598 2.23885 0.000134915 30.2563 0.509968 2.33396 0.000145241 29.7387 0.50746 2.42004 0.000156019 29.2457 0.504999 2.51164 0.000167741 28.7404 0.502401 2.61148 0.000180968 28.1242 0.49913 2.70334 0.000194776 27.6313 0.49643 2.81945 0.00021116 27.2369 0.494216 2.95352 0.000229677 26.633 0.49073 3.07844 0.000249943 26.2016 0.488169 3.22263 0.000272115 25.6963 0.485091 3.37641 0.000297561 25.0185 0.480828 3.52706 0.000326305 24.3406 0.476409 3.68518 0.000358196 23.5765 0.471233 3.83728 0.000392935 22.8247 0.465934 4.0058 0.000432905 22.2085 0.461433 4.22598 0.000482099 21.5923 0.456785 4.47201 0.000539784 20.7296 0.450022 4.70713 0.000607167 20.1011 0.4449 5.03955 0.000693639 19.2877 0.438018 5.37949 0.000797253 18.314 0.429386 5.75746 0.000929666 17.2295 0.419234 6.20616 0.00110593 16.1573 0.408601 6.81535 0.00135715 14.7893 0.394097 7.59494 0.00174423 12.9776 0.373074 8.72483 0.0024474 10.1306 0.334971 10.6878 0.00425068