nn_results.tex

\begin{longtable}{llllllll}
Partition Type & Algorithm & Hidden Neurons & Time to Train & Time to Test & Accuracy & Sum of Error & Mean Squared Error \\ \hline 
unmixed & trainlm & 1 & 0.65386 & 0.074124 & 0.9 & 3.629 & 0.090725 \\ \hline 
unmixed & trainlm & 2 & 0.094676 & 0.022728 & 0.825 & 5.0747 & 0.12687 \\ \hline 
unmixed & trainlm & 3 & 0.075599 & 0.015682 & 0.85 & 5.3287 & 0.13322 \\ \hline 
unmixed & trainlm & 4 & 0.083904 & 0.015052 & 0.875 & 4.5062 & 0.11266 \\ \hline 
unmixed & trainlm & 5 & 0.078917 & 0.013728 & 0.875 & 4.3763 & 0.10941 \\ \hline 
unmixed & trainlm & 6 & 0.089583 & 0.013992 & 0.85 & 5.6648 & 0.14162 \\ \hline 
unmixed & trainlm & 7 & 0.089319 & 0.013142 & 0.825 & 7.4873 & 0.18718 \\ \hline 
unmixed & trainlm & 8 & 0.053566 & 0.013111 & 0.8 & 6.0813 & 0.15203 \\ \hline 
unmixed & trainlm & 9 & 0.076802 & 0.016179 & 0.775 & 7.1723 & 0.17931 \\ \hline 
unmixed & trainlm & 10 & 0.086791 & 0.014175 & 0.9 & 4.0271 & 0.10068 \\ \hline 
unmixed & trainlm & 15 & 0.072628 & 0.01243 & 0.8 & 5.1671 & 0.12918 \\ \hline 
unmixed & trainlm & 20 & 0.070329 & 0.012706 & 0.9 & 4.5518 & 0.1138 \\ \hline 
unmixed & trainlm & 25 & 0.080286 & 0.01359 & 0.925 & 3.7921 & 0.094802 \\ \hline 
unmixed & trainlm & 30 & 0.078622 & 0.012579 & 0.8 & 6.2092 & 0.15523 \\ \hline 
unmixed & trainlm & 35 & 0.097293 & 0.012879 & 0.75 & 6.986 & 0.17465 \\ \hline 
unmixed & trainlm & 40 & 0.11471 & 0.012277 & 0.825 & 8.6916 & 0.21729 \\ \hline 
unmixed & trainlm & 45 & 0.1302 & 0.012726 & 0.825 & 5.2315 & 0.13079 \\ \hline 
unmixed & trainlm & 50 & 0.15915 & 0.012799 & 0.85 & 7.3964 & 0.18491 \\ \hline 
unmixed & trainlm & 60 & 0.18753 & 0.013705 & 0.85 & 5.9584 & 0.14896 \\ \hline 
unmixed & trainlm & 70 & 0.32252 & 0.012362 & 0.825 & 5.7048 & 0.14262 \\ \hline 
unmixed & trainlm & 80 & 0.4999 & 0.0127 & 0.825 & 6.2755 & 0.15689 \\ \hline 
unmixed & trainlm & 90 & 0.7091 & 0.012875 & 0.65 & 9.9761 & 0.2494 \\ \hline 
unmixed & trainlm & 100 & 0.80868 & 0.012769 & 0.7 & 9.7295 & 0.24324 \\ \hline 
unmixed & trainlm & 120 & 1.0229 & 0.012762 & 0.425 & 18.9594 & 0.47399 \\ \hline 
unmixed & trainlm & 140 & 1.5494 & 0.013052 & 0.675 & 12.8678 & 0.3217 \\ \hline 
unmixed & trainlm & 160 & 2.1954 & 0.013216 & 0.6 & 15.2702 & 0.38175 \\ \hline 
unmixed & trainlm & 180 & 2.1472 & 0.012978 & 0.625 & 14.9645 & 0.37411 \\ \hline 
unmixed & trainlm & 200 & 2.7855 & 0.01309 & 0.5 & 35.6308 & 0.89077 \\ \hline 
unmixed & trainlm & 250 & 4.324 & 0.015128 & 0.325 & 32.3174 & 0.80793 \\ \hline 
unmixed & trainlm & 300 & 6.4447 & 0.01449 & 0.325 & 39.825 & 0.99562 \\ \hline 
unmixed & trainlm & 350 & 9.1823 & 0.013919 & 0.425 & 42.939 & 1.0735 \\ \hline 
unmixed & trainbr & 1 & 0.30568 & 0.011804 & 0.85 & 3.666 & 0.091649 \\ \hline 
unmixed & trainbr & 2 & 0.092654 & 0.011215 & 0.875 & 4.98 & 0.1245 \\ \hline 
unmixed & trainbr & 3 & 0.24073 & 0.013142 & 0.875 & 4.9152 & 0.12288 \\ \hline 
unmixed & trainbr & 4 & 0.23146 & 0.011944 & 0.85 & 4.3412 & 0.10853 \\ \hline 
unmixed & trainbr & 5 & 0.54202 & 0.011886 & 0.875 & 4.4364 & 0.11091 \\ \hline 
unmixed & trainbr & 6 & 0.46314 & 0.011476 & 0.875 & 4.377 & 0.10942 \\ \hline 
unmixed & trainbr & 7 & 0.77891 & 0.011664 & 0.875 & 4.6472 & 0.11618 \\ \hline 
unmixed & trainbr & 8 & 3.1715 & 0.011639 & 0.775 & 5.2992 & 0.13248 \\ \hline 
unmixed & trainbr & 9 & 1.6355 & 0.012004 & 0.9 & 3.0773 & 0.076932 \\ \hline 
unmixed & trainbr & 10 & 2.2663 & 0.011477 & 0.9 & 3.3567 & 0.083917 \\ \hline 
unmixed & trainbr & 15 & 5.9302 & 0.011448 & 0.875 & 3.8627 & 0.096568 \\ \hline 
unmixed & trainbr & 20 & 8.3988 & 0.011453 & 0.875 & 3.8292 & 0.095729 \\ \hline 
unmixed & trainbr & 25 & 15.1833 & 0.011482 & 0.925 & 3.1645 & 0.079114 \\ \hline 
unmixed & trainbr & 30 & 20.9332 & 0.012364 & 0.9 & 3.2019 & 0.080048 \\ \hline 
unmixed & trainbr & 35 & 20.8495 & 0.011943 & 0.9 & 3.7675 & 0.094187 \\ \hline 
unmixed & trainbr & 40 & 36.1972 & 0.012041 & 0.825 & 4.4026 & 0.11006 \\ \hline 
unmixed & trainbr & 45 & 46.5539 & 0.011768 & 0.85 & 4.7089 & 0.11772 \\ \hline 
unmixed & trainbr & 50 & 37.4307 & 0.011832 & 0.875 & 3.5955 & 0.089887 \\ \hline 
unmixed & trainbr & 60 & 74.5237 & 0.012373 & 0.85 & 4.7253 & 0.11813 \\ \hline 
unmixed & trainbr & 70 & 154.4871 & 0.012906 & 0.875 & 2.9165 & 0.072912 \\ \hline 
unmixed & trainbr & 80 & 235.1691 & 0.011446 & 0.925 & 2.711 & 0.067774 \\ \hline 
unmixed & trainbr & 90 & 219.3586 & 0.011736 & 0.825 & 3.9026 & 0.097565 \\ \hline 
unmixed & trainbr & 100 & 420.3989 & 0.011639 & 0.875 & 4.1219 & 0.10305 \\ \hline 
unmixed & trainbfg & 1 & 0.194 & 0.010916 & 0.775 & 5.2526 & 0.13131 \\ \hline 
unmixed & trainbfg & 2 & 0.076002 & 0.011088 & 0.7 & 7.3254 & 0.18314 \\ \hline 
unmixed & trainbfg & 3 & 0.056272 & 0.011342 & 0.725 & 6.1802 & 0.1545 \\ \hline 
unmixed & trainbfg & 4 & 0.054538 & 0.011161 & 0.775 & 5.4242 & 0.13561 \\ \hline 
unmixed & trainbfg & 5 & 0.093951 & 0.01235 & 0.875 & 4.526 & 0.11315 \\ \hline 
unmixed & trainbfg & 6 & 0.085619 & 0.01195 & 0.925 & 3.7249 & 0.093123 \\ \hline 
unmixed & trainbfg & 7 & 0.093181 & 0.011136 & 0.925 & 3.1216 & 0.078039 \\ \hline 
unmixed & trainbfg & 8 & 0.076155 & 0.011129 & 0.875 & 4.9371 & 0.12343 \\ \hline 
unmixed & trainbfg & 9 & 0.12067 & 0.011593 & 0.825 & 4.375 & 0.10938 \\ \hline 
unmixed & trainbfg & 10 & 0.15246 & 0.011248 & 0.925 & 2.3701 & 0.059253 \\ \hline 
unmixed & trainbfg & 15 & 0.15658 & 0.010995 & 0.9 & 4.2778 & 0.10695 \\ \hline 
unmixed & trainbfg & 20 & 0.23614 & 0.011102 & 0.8 & 5.3984 & 0.13496 \\ \hline 
unmixed & trainbfg & 25 & 0.82571 & 0.011428 & 0.95 & 2.189 & 0.054725 \\ \hline 
unmixed & trainbfg & 30 & 0.76897 & 0.011299 & 0.95 & 2.7651 & 0.069127 \\ \hline 
unmixed & trainbfg & 35 & 0.70948 & 0.011671 & 0.85 & 4.3624 & 0.10906 \\ \hline 
unmixed & trainbfg & 40 & 1.3189 & 0.011286 & 0.8 & 6.7221 & 0.16805 \\ \hline 
unmixed & trainbfg & 45 & 0.94673 & 0.011236 & 0.875 & 4.4069 & 0.11017 \\ \hline 
unmixed & trainbfg & 50 & 1.4576 & 0.0116 & 0.9 & 3.5464 & 0.088661 \\ \hline 
unmixed & trainbfg & 60 & 2.6707 & 0.011527 & 0.775 & 5.7909 & 0.14477 \\ \hline 
unmixed & trainbfg & 70 & 7.0302 & 0.011021 & 0.875 & 3.985 & 0.099626 \\ \hline 
unmixed & trainbfg & 80 & 23.9924 & 0.011649 & 0.775 & 6.7779 & 0.16945 \\ \hline 
unmixed & trainbfg & 90 & 14.3552 & 0.01139 & 0.75 & 10.0668 & 0.25167 \\ \hline 
unmixed & trainbfg & 100 & 66.6881 & 0.011763 & 0.825 & 5.7901 & 0.14475 \\ \hline 
unmixed & trainbfg & 120 & 79.4885 & 0.012187 & 0.775 & 6.9168 & 0.17292 \\ \hline 
unmixed & trainbfg & 140 & 94.5607 & 0.0126 & 0.75 & 11.093 & 0.27733 \\ \hline 
unmixed & trainbfg & 160 & 334.4726 & 0.012147 & 0.675 & 14.3916 & 0.35979 \\ \hline 
unmixed & trainbfg & 180 & 61.954 & 0.011287 & 0.5 & 17.599 & 0.43998 \\ \hline 
unmixed & trainbfg & 200 & 62.3916 & 0.012785 & 0.625 & 20.2758 & 0.5069 \\ \hline 
unmixed & trainbfg & 250 & 154.7247 & 0.012868 & 0.475 & 27.848 & 0.6962 \\ \hline 
unmixed & trainbfg & 300 & 305.0632 & 0.016098 & 0.55 & 31.7692 & 0.79423 \\ \hline 
unmixed & trainbfg & 350 & 232.6488 & 0.012448 & 0.45 & 21.7289 & 0.54322 \\ \hline 
unmixed & trainrp & 1 & 0.080801 & 0.010437 & 0.8 & 4.6105 & 0.11526 \\ \hline 
unmixed & trainrp & 2 & 0.085342 & 0.01158 & 0.85 & 5.0994 & 0.12748 \\ \hline 
unmixed & trainrp & 3 & 0.071052 & 0.011013 & 0.85 & 5.4099 & 0.13525 \\ \hline 
unmixed & trainrp & 4 & 0.048664 & 0.010741 & 0.8 & 4.522 & 0.11305 \\ \hline 
unmixed & trainrp & 5 & 0.053635 & 0.011529 & 0.875 & 3.4372 & 0.085929 \\ \hline 
unmixed & trainrp & 6 & 0.056149 & 0.012684 & 0.8 & 6.287 & 0.15717 \\ \hline 
unmixed & trainrp & 7 & 0.052817 & 0.011303 & 0.85 & 5.1983 & 0.12996 \\ \hline 
unmixed & trainrp & 8 & 0.093566 & 0.011226 & 0.875 & 4.9955 & 0.12489 \\ \hline 
unmixed & trainrp & 9 & 0.040922 & 0.010894 & 0.8 & 5.2783 & 0.13196 \\ \hline 
unmixed & trainrp & 10 & 0.070717 & 0.010915 & 0.875 & 3.6507 & 0.091268 \\ \hline 
unmixed & trainrp & 15 & 0.062709 & 0.011675 & 0.825 & 5.5288 & 0.13822 \\ \hline 
unmixed & trainrp & 20 & 0.057536 & 0.010781 & 0.8 & 7.4592 & 0.18648 \\ \hline 
unmixed & trainrp & 25 & 0.065972 & 0.010945 & 0.925 & 4.1826 & 0.10457 \\ \hline 
unmixed & trainrp & 30 & 0.043926 & 0.011422 & 0.725 & 9.6777 & 0.24194 \\ \hline 
unmixed & trainrp & 35 & 0.050313 & 0.013328 & 0.9 & 4.229 & 0.10572 \\ \hline 
unmixed & trainrp & 40 & 0.15365 & 0.011217 & 0.775 & 5.6869 & 0.14217 \\ \hline 
unmixed & trainrp & 45 & 0.085443 & 0.010996 & 0.625 & 14.0212 & 0.35053 \\ \hline 
unmixed & trainrp & 50 & 0.061669 & 0.010855 & 0.75 & 7.6254 & 0.19064 \\ \hline 
unmixed & trainrp & 60 & 0.12538 & 0.010788 & 0.7 & 13.6264 & 0.34066 \\ \hline 
unmixed & trainrp & 70 & 0.049595 & 0.010967 & 0.475 & 20.3713 & 0.50928 \\ \hline 
unmixed & trainrp & 80 & 0.048603 & 0.011416 & 0.75 & 11.2898 & 0.28224 \\ \hline 
unmixed & trainrp & 90 & 0.10453 & 0.011349 & 0.775 & 6.744 & 0.1686 \\ \hline 
unmixed & trainrp & 100 & 0.074325 & 0.011121 & 0.6 & 19.1259 & 0.47815 \\ \hline 
unmixed & trainrp & 120 & 0.09469 & 0.010961 & 0.425 & 33.0698 & 0.82675 \\ \hline 
unmixed & trainrp & 140 & 0.043478 & 0.011032 & 0.2 & 134.8556 & 3.3714 \\ \hline 
unmixed & trainrp & 160 & 0.090685 & 0.011404 & 0.475 & 26.4791 & 0.66198 \\ \hline 
unmixed & trainrp & 180 & 0.12239 & 0.011884 & 0.275 & 41.678 & 1.042 \\ \hline 
unmixed & trainrp & 200 & 0.15101 & 0.012043 & 0.3 & 34.7624 & 0.86906 \\ \hline 
unmixed & trainrp & 250 & 0.22964 & 0.012826 & 0.55 & 29.1936 & 0.72984 \\ \hline 
unmixed & trainrp & 300 & 0.15071 & 0.012308 & 0.475 & 51.5078 & 1.2877 \\ \hline 
unmixed & trainrp & 350 & 0.10209 & 0.012378 & 0.325 & 49.9169 & 1.2479 \\ \hline 
unmixed & trainscg & 1 & 0.078762 & 0.010875 & 0.675 & 6.7844 & 0.16961 \\ \hline 
unmixed & trainscg & 2 & 0.070891 & 0.010314 & 0.875 & 3.5203 & 0.088008 \\ \hline 
unmixed & trainscg & 3 & 0.085975 & 0.010819 & 0.875 & 3.3863 & 0.084658 \\ \hline 
unmixed & trainscg & 4 & 0.058755 & 0.010899 & 0.9 & 3.6901 & 0.092252 \\ \hline 
unmixed & trainscg & 5 & 0.068381 & 0.012066 & 0.9 & 3.1352 & 0.07838 \\ \hline 
unmixed & trainscg & 6 & 0.051005 & 0.010757 & 0.875 & 4.6303 & 0.11576 \\ \hline 
unmixed & trainscg & 7 & 0.064214 & 0.010741 & 0.85 & 4.7609 & 0.11902 \\ \hline 
unmixed & trainscg & 8 & 0.04659 & 0.010638 & 0.8 & 6.1887 & 0.15472 \\ \hline 
unmixed & trainscg & 9 & 0.083483 & 0.016107 & 0.9 & 3.4817 & 0.087042 \\ \hline 
unmixed & trainscg & 10 & 0.067912 & 0.012732 & 0.9 & 4.7243 & 0.11811 \\ \hline 
unmixed & trainscg & 15 & 0.079503 & 0.012102 & 0.9 & 2.8269 & 0.070673 \\ \hline 
unmixed & trainscg & 20 & 0.086771 & 0.012991 & 0.8 & 5.2705 & 0.13176 \\ \hline 
unmixed & trainscg & 25 & 0.045398 & 0.010647 & 0.75 & 6.1989 & 0.15497 \\ \hline 
unmixed & trainscg & 30 & 0.074777 & 0.011504 & 0.85 & 4.132 & 0.1033 \\ \hline 
unmixed & trainscg & 35 & 0.052214 & 0.010447 & 0.825 & 6.479 & 0.16197 \\ \hline 
unmixed & trainscg & 40 & 0.061676 & 0.011115 & 0.725 & 7.4242 & 0.18561 \\ \hline 
unmixed & trainscg & 45 & 0.073797 & 0.01056 & 0.8 & 5.2336 & 0.13084 \\ \hline 
unmixed & trainscg & 50 & 0.054464 & 0.010947 & 0.8 & 5.6519 & 0.1413 \\ \hline 
unmixed & trainscg & 60 & 0.12971 & 0.011092 & 0.85 & 5.2518 & 0.1313 \\ \hline 
unmixed & trainscg & 70 & 0.053634 & 0.011071 & 0.65 & 11.3831 & 0.28458 \\ \hline 
unmixed & trainscg & 80 & 0.093926 & 0.011051 & 0.725 & 10.9641 & 0.2741 \\ \hline 
unmixed & trainscg & 90 & 0.062376 & 0.011108 & 0.5 & 25.4717 & 0.63679 \\ \hline 
unmixed & trainscg & 100 & 0.074481 & 0.010926 & 0.575 & 18.0396 & 0.45099 \\ \hline 
unmixed & trainscg & 120 & 0.099479 & 0.01092 & 0.65 & 15.2811 & 0.38203 \\ \hline 
unmixed & trainscg & 140 & 0.090889 & 0.011139 & 0.625 & 18.3474 & 0.45868 \\ \hline 
unmixed & trainscg & 160 & 0.073853 & 0.011087 & 0.35 & 32.7866 & 0.81966 \\ \hline 
unmixed & trainscg & 180 & 0.081304 & 0.01156 & 0.525 & 25.7847 & 0.64462 \\ \hline 
unmixed & trainscg & 200 & 0.071133 & 0.011888 & 0.15 & 110.6182 & 2.7655 \\ \hline 
unmixed & trainscg & 250 & 0.14285 & 0.011193 & 0.5 & 17.9241 & 0.4481 \\ \hline 
unmixed & trainscg & 300 & 0.088006 & 0.011148 & 0.3 & 66.7332 & 1.6683 \\ \hline 
unmixed & trainscg & 350 & 0.15508 & 0.011054 & 0.4 & 61.7383 & 1.5435 \\ \hline 
unmixed & traincgb & 1 & 0.14771 & 0.012069 & 0.85 & 4.0509 & 0.10127 \\ \hline 
unmixed & traincgb & 2 & 0.069085 & 0.010672 & 0.675 & 6.1318 & 0.15329 \\ \hline 
unmixed & traincgb & 3 & 0.097904 & 0.010664 & 0.875 & 3.6214 & 0.090536 \\ \hline 
unmixed & traincgb & 4 & 0.069518 & 0.010676 & 0.875 & 3.7772 & 0.094429 \\ \hline 
unmixed & traincgb & 5 & 0.069719 & 0.010676 & 0.8 & 5.6196 & 0.14049 \\ \hline 
unmixed & traincgb & 6 & 0.065417 & 0.010708 & 0.925 & 2.9436 & 0.07359 \\ \hline 
unmixed & traincgb & 7 & 0.069072 & 0.010339 & 0.9 & 3.4468 & 0.08617 \\ \hline 
unmixed & traincgb & 8 & 0.054868 & 0.010131 & 0.825 & 7.6927 & 0.19232 \\ \hline 
unmixed & traincgb & 9 & 0.051038 & 0.010396 & 0.85 & 4.7619 & 0.11905 \\ \hline 
unmixed & traincgb & 10 & 0.17697 & 0.011185 & 0.875 & 4.4356 & 0.11089 \\ \hline 
unmixed & traincgb & 15 & 0.089625 & 0.010156 & 0.925 & 2.6577 & 0.066442 \\ \hline 
unmixed & traincgb & 20 & 0.17042 & 0.010976 & 0.85 & 4.8163 & 0.12041 \\ \hline 
unmixed & traincgb & 25 & 0.067115 & 0.011511 & 0.925 & 3.0787 & 0.076968 \\ \hline 
unmixed & traincgb & 30 & 0.08895 & 0.010964 & 0.8 & 8.8598 & 0.2215 \\ \hline 
unmixed & traincgb & 35 & 0.10745 & 0.010216 & 0.775 & 6.3188 & 0.15797 \\ \hline 
unmixed & traincgb & 40 & 0.17192 & 0.010816 & 0.85 & 5.016 & 0.1254 \\ \hline 
unmixed & traincgb & 45 & 0.08512 & 0.010781 & 0.775 & 6.4972 & 0.16243 \\ \hline 
unmixed & traincgb & 50 & 0.069385 & 0.010643 & 0.725 & 9.632 & 0.2408 \\ \hline 
unmixed & traincgb & 60 & 0.10632 & 0.010644 & 0.65 & 8.1322 & 0.2033 \\ \hline 
unmixed & traincgb & 70 & 0.080347 & 0.013394 & 0.525 & 24.6363 & 0.61591 \\ \hline 
unmixed & traincgb & 80 & 0.11916 & 0.014633 & 0.775 & 10.2809 & 0.25702 \\ \hline 
unmixed & traincgb & 90 & 0.19962 & 0.012116 & 0.725 & 9.1576 & 0.22894 \\ \hline 
unmixed & traincgb & 100 & 0.17174 & 0.012449 & 0.6 & 13.5857 & 0.33964 \\ \hline 
unmixed & traincgb & 120 & 0.26815 & 0.010814 & 0.6 & 15.8725 & 0.39681 \\ \hline 
unmixed & traincgb & 140 & 0.10934 & 0.010973 & 0.45 & 26.6348 & 0.66587 \\ \hline 
unmixed & traincgb & 160 & 0.17823 & 0.010943 & 0.575 & 14.7025 & 0.36756 \\ \hline 
unmixed & traincgb & 180 & 0.17125 & 0.010868 & 0.525 & 35.4619 & 0.88655 \\ \hline 
unmixed & traincgb & 200 & 0.16138 & 0.011009 & 0.625 & 21.125 & 0.52812 \\ \hline 
unmixed & traincgb & 250 & 0.09099 & 0.01141 & 0.125 & 138.9241 & 3.4731 \\ \hline 
unmixed & traincgb & 300 & 0.33361 & 0.011579 & 0.375 & 56.7076 & 1.4177 \\ \hline 
unmixed & traincgb & 350 & 0.34611 & 0.011277 & 0.425 & 88.0417 & 2.201 \\ \hline 
unmixed & traincgf & 1 & 0.11976 & 0.010823 & 0.825 & 4.2246 & 0.10561 \\ \hline 
unmixed & traincgf & 2 & 0.070261 & 0.010457 & 0.875 & 4.3929 & 0.10982 \\ \hline 
unmixed & traincgf & 3 & 0.081966 & 0.011792 & 0.9 & 2.5913 & 0.064783 \\ \hline 
unmixed & traincgf & 4 & 0.11808 & 0.011976 & 0.9 & 3.3799 & 0.084497 \\ \hline 
unmixed & traincgf & 5 & 0.077036 & 0.010358 & 0.925 & 2.9429 & 0.073574 \\ \hline 
unmixed & traincgf & 6 & 0.12433 & 0.01038 & 0.875 & 3.5088 & 0.087721 \\ \hline 
unmixed & traincgf & 7 & 0.18832 & 0.0099649 & 0.85 & 3.9846 & 0.099615 \\ \hline 
unmixed & traincgf & 8 & 0.15441 & 0.011679 & 0.875 & 3.0225 & 0.075563 \\ \hline 
unmixed & traincgf & 9 & 0.11456 & 0.010296 & 0.875 & 3.5822 & 0.089554 \\ \hline 
unmixed & traincgf & 10 & 0.094904 & 0.010475 & 0.925 & 3.5093 & 0.087734 \\ \hline 
unmixed & traincgf & 15 & 0.12999 & 0.010305 & 0.875 & 4.1522 & 0.1038 \\ \hline 
unmixed & traincgf & 20 & 0.082439 & 0.010543 & 0.775 & 6.6074 & 0.16518 \\ \hline 
unmixed & traincgf & 25 & 0.12012 & 0.010855 & 0.8 & 5.7237 & 0.14309 \\ \hline 
unmixed & traincgf & 30 & 0.081059 & 0.01078 & 0.925 & 3.8177 & 0.095442 \\ \hline 
unmixed & traincgf & 35 & 0.079908 & 0.010571 & 0.9 & 5.4389 & 0.13597 \\ \hline 
unmixed & traincgf & 40 & 0.092668 & 0.010238 & 0.725 & 7.0714 & 0.17678 \\ \hline 
unmixed & traincgf & 45 & 0.19581 & 0.010065 & 0.875 & 5.1129 & 0.12782 \\ \hline 
unmixed & traincgf & 50 & 0.25345 & 0.010486 & 0.9 & 3.4004 & 0.085009 \\ \hline 
unmixed & traincgf & 60 & 0.17139 & 0.010556 & 0.85 & 5.6369 & 0.14092 \\ \hline 
unmixed & traincgf & 70 & 0.16543 & 0.011677 & 0.8 & 5.9886 & 0.14972 \\ \hline 
unmixed & traincgf & 80 & 0.10593 & 0.010883 & 0.775 & 7.4313 & 0.18578 \\ \hline 
unmixed & traincgf & 90 & 0.21283 & 0.011497 & 0.725 & 7.2096 & 0.18024 \\ \hline 
unmixed & traincgf & 100 & 0.32676 & 0.012045 & 0.75 & 10.881 & 0.27203 \\ \hline 
unmixed & traincgf & 120 & 0.12698 & 0.011669 & 0.5 & 19.9364 & 0.49841 \\ \hline 
unmixed & traincgf & 140 & 0.10533 & 0.011941 & 0.6 & 13.2232 & 0.33058 \\ \hline 
unmixed & traincgf & 160 & 0.1412 & 0.011733 & 0.45 & 22.9457 & 0.57364 \\ \hline 
unmixed & traincgf & 180 & 0.27142 & 0.010979 & 0.7 & 19.9086 & 0.49772 \\ \hline 
unmixed & traincgf & 200 & 0.12721 & 0.011037 & 0.35 & 35.3708 & 0.88427 \\ \hline 
unmixed & traincgf & 250 & 0.25644 & 0.010896 & 0.575 & 33.1646 & 0.82911 \\ \hline 
unmixed & traincgf & 300 & 0.25762 & 0.010964 & 0.45 & 45.7918 & 1.1448 \\ \hline 
unmixed & traincgf & 350 & 0.13418 & 0.010986 & 0.5 & 54.9006 & 1.3725 \\ \hline 
unmixed & traincgp & 1 & 0.084372 & 0.010605 & 0.8 & 6.1424 & 0.15356 \\ \hline 
unmixed & traincgp & 2 & 0.078839 & 0.01078 & 0.775 & 8.5285 & 0.21321 \\ \hline 
unmixed & traincgp & 3 & 0.086615 & 0.01095 & 0.9 & 3.4004 & 0.085011 \\ \hline 
unmixed & traincgp & 4 & 0.058415 & 0.011179 & 0.85 & 4.5897 & 0.11474 \\ \hline 
unmixed & traincgp & 5 & 0.19833 & 0.010721 & 0.8 & 4.9894 & 0.12474 \\ \hline 
unmixed & traincgp & 6 & 0.089498 & 0.010342 & 0.875 & 4.3642 & 0.1091 \\ \hline 
unmixed & traincgp & 7 & 0.13608 & 0.010924 & 0.9 & 3.6518 & 0.091295 \\ \hline 
unmixed & traincgp & 8 & 0.2012 & 0.010065 & 0.9 & 3.5103 & 0.087758 \\ \hline 
unmixed & traincgp & 9 & 0.057527 & 0.01169 & 0.875 & 5.0558 & 0.12639 \\ \hline 
unmixed & traincgp & 10 & 0.067499 & 0.010386 & 0.875 & 4.2089 & 0.10522 \\ \hline 
unmixed & traincgp & 15 & 0.066146 & 0.011953 & 0.825 & 6.7713 & 0.16928 \\ \hline 
unmixed & traincgp & 20 & 0.09904 & 0.010378 & 0.875 & 5.0825 & 0.12706 \\ \hline 
unmixed & traincgp & 25 & 0.10311 & 0.010348 & 0.95 & 2.2776 & 0.05694 \\ \hline 
unmixed & traincgp & 30 & 0.075015 & 0.011983 & 0.85 & 7.6848 & 0.19212 \\ \hline 
unmixed & traincgp & 35 & 0.11164 & 0.010012 & 0.85 & 5.4306 & 0.13576 \\ \hline 
unmixed & traincgp & 40 & 0.094031 & 0.010875 & 0.85 & 4.9911 & 0.12478 \\ \hline 
unmixed & traincgp & 45 & 0.052866 & 0.010171 & 0.675 & 13.4074 & 0.33519 \\ \hline 
unmixed & traincgp & 50 & 0.069914 & 0.01043 & 0.625 & 13.9335 & 0.34834 \\ \hline 
unmixed & traincgp & 60 & 0.10404 & 0.011117 & 0.775 & 5.14 & 0.1285 \\ \hline 
unmixed & traincgp & 70 & 0.17348 & 0.01023 & 0.85 & 6.4188 & 0.16047 \\ \hline 
unmixed & traincgp & 80 & 0.076915 & 0.011166 & 0.55 & 10.2274 & 0.25568 \\ \hline 
unmixed & traincgp & 90 & 0.083141 & 0.010656 & 0.6 & 15.8788 & 0.39697 \\ \hline 
unmixed & traincgp & 100 & 0.11371 & 0.011008 & 0.75 & 11.9108 & 0.29777 \\ \hline 
unmixed & traincgp & 120 & 0.095163 & 0.011212 & 0.625 & 13.8337 & 0.34584 \\ \hline 
unmixed & traincgp & 140 & 0.06919 & 0.010784 & 0.475 & 32.039 & 0.80097 \\ \hline 
unmixed & traincgp & 160 & 0.10019 & 0.010627 & 0.575 & 30.7053 & 0.76763 \\ \hline 
unmixed & traincgp & 180 & 0.1155 & 0.010633 & 0.425 & 28.1215 & 0.70304 \\ \hline 
unmixed & traincgp & 200 & 0.09765 & 0.010956 & 0.375 & 54.6883 & 1.3672 \\ \hline 
unmixed & traincgp & 250 & 0.23584 & 0.010827 & 0.3 & 56.51 & 1.4128 \\ \hline 
unmixed & traincgp & 300 & 0.10675 & 0.01124 & 0.4 & 52.4628 & 1.3116 \\ \hline 
unmixed & traincgp & 350 & 0.41071 & 0.011106 & 0.5 & 43.2807 & 1.082 \\ \hline 
unmixed & trainoss & 1 & 0.091468 & 0.010693 & 0.8 & 5.4141 & 0.13535 \\ \hline 
unmixed & trainoss & 2 & 0.10226 & 0.010502 & 0.875 & 3.409 & 0.085226 \\ \hline 
unmixed & trainoss & 3 & 0.074083 & 0.010124 & 0.85 & 3.8204 & 0.095511 \\ \hline 
unmixed & trainoss & 4 & 0.072811 & 0.013788 & 0.925 & 2.8398 & 0.070996 \\ \hline 
unmixed & trainoss & 5 & 0.080386 & 0.010064 & 0.925 & 2.9805 & 0.074513 \\ \hline 
unmixed & trainoss & 6 & 0.058325 & 0.010115 & 0.85 & 4.7875 & 0.11969 \\ \hline 
unmixed & trainoss & 7 & 0.055011 & 0.011343 & 0.825 & 4.4383 & 0.11096 \\ \hline 
unmixed & trainoss & 8 & 0.071992 & 0.012318 & 0.8 & 5.0193 & 0.12548 \\ \hline 
unmixed & trainoss & 9 & 0.062673 & 0.011109 & 0.775 & 5.1004 & 0.12751 \\ \hline 
unmixed & trainoss & 10 & 0.072717 & 0.016671 & 0.8 & 6.8158 & 0.17039 \\ \hline 
unmixed & trainoss & 15 & 0.080715 & 0.01176 & 0.825 & 5.2836 & 0.13209 \\ \hline 
unmixed & trainoss & 20 & 0.14514 & 0.012032 & 0.875 & 5.4809 & 0.13702 \\ \hline 
unmixed & trainoss & 25 & 0.099707 & 0.012065 & 0.75 & 5.2995 & 0.13249 \\ \hline 
unmixed & trainoss & 30 & 0.14915 & 0.01118 & 0.875 & 5.1617 & 0.12904 \\ \hline 
unmixed & trainoss & 35 & 0.082679 & 0.012208 & 0.3 & 47.3874 & 1.1847 \\ \hline 
unmixed & trainoss & 40 & 0.11316 & 0.011306 & 0.9 & 3.4883 & 0.087207 \\ \hline 
unmixed & trainoss & 45 & 0.094678 & 0.011842 & 0.8 & 5.9102 & 0.14775 \\ \hline 
unmixed & trainoss & 50 & 0.12772 & 0.01174 & 0.85 & 4.3454 & 0.10863 \\ \hline 
unmixed & trainoss & 60 & 0.095382 & 0.012853 & 0.525 & 16.3898 & 0.40974 \\ \hline 
unmixed & trainoss & 70 & 0.078403 & 0.012549 & 0.5 & 18.5026 & 0.46257 \\ \hline 
unmixed & trainoss & 80 & 0.13828 & 0.01232 & 0.6 & 13.2538 & 0.33134 \\ \hline 
unmixed & trainoss & 90 & 0.097213 & 0.012048 & 0.475 & 26.2427 & 0.65607 \\ \hline 
unmixed & trainoss & 100 & 0.17106 & 0.012338 & 0.625 & 12.3317 & 0.30829 \\ \hline 
unmixed & trainoss & 120 & 0.09587 & 0.012075 & 0.45 & 32.3403 & 0.80851 \\ \hline 
unmixed & trainoss & 140 & 0.12269 & 0.011337 & 0.4 & 38.845 & 0.97113 \\ \hline 
unmixed & trainoss & 160 & 0.19665 & 0.010707 & 0.4 & 24.3603 & 0.60901 \\ \hline 
unmixed & trainoss & 180 & 0.11402 & 0.01099 & 0.475 & 45.1932 & 1.1298 \\ \hline 
unmixed & trainoss & 200 & 0.13183 & 0.010875 & 0.375 & 25.1199 & 0.628 \\ \hline 
unmixed & trainoss & 250 & 0.083628 & 0.011052 & 0.275 & 96.6586 & 2.4165 \\ \hline 
unmixed & trainoss & 300 & 0.12833 & 0.012044 & 0.325 & 68.4812 & 1.712 \\ \hline 
unmixed & trainoss & 350 & 0.22151 & 0.011209 & 0.35 & 103.5571 & 2.5889 \\ \hline 
unmixed & traingdx & 1 & 0.14422 & 0.010757 & 0.75 & 5.3489 & 0.13372 \\ \hline 
unmixed & traingdx & 2 & 0.15931 & 0.010515 & 0.8 & 5.9773 & 0.14943 \\ \hline 
unmixed & traingdx & 3 & 0.066896 & 0.010664 & 0.675 & 9.403 & 0.23507 \\ \hline 
unmixed & traingdx & 4 & 0.12162 & 0.010237 & 0.825 & 5.1936 & 0.12984 \\ \hline 
unmixed & traingdx & 5 & 0.14049 & 0.010276 & 0.8 & 5.7051 & 0.14263 \\ \hline 
unmixed & traingdx & 6 & 0.1671 & 0.011079 & 0.9 & 3.5907 & 0.089767 \\ \hline 
unmixed & traingdx & 7 & 0.12384 & 0.010394 & 0.875 & 4.883 & 0.12208 \\ \hline 
unmixed & traingdx & 8 & 0.1183 & 0.011252 & 0.725 & 6.6175 & 0.16544 \\ \hline 
unmixed & traingdx & 9 & 0.08728 & 0.010351 & 0.875 & 5.6531 & 0.14133 \\ \hline 
unmixed & traingdx & 10 & 0.11243 & 0.010242 & 0.775 & 5.8782 & 0.14696 \\ \hline 
unmixed & traingdx & 15 & 0.12867 & 0.012106 & 0.7 & 6.1409 & 0.15352 \\ \hline 
unmixed & traingdx & 20 & 0.069383 & 0.010981 & 0.55 & 20.9346 & 0.52336 \\ \hline 
unmixed & traingdx & 25 & 0.074265 & 0.013192 & 0.45 & 25.0964 & 0.62741 \\ \hline 
unmixed & traingdx & 30 & 0.037675 & 0.011108 & 0.45 & 38.7671 & 0.96918 \\ \hline 
unmixed & traingdx & 35 & 0.15109 & 0.011 & 0.85 & 3.9674 & 0.099186 \\ \hline 
unmixed & traingdx & 40 & 0.062364 & 0.010328 & 0.625 & 12.7862 & 0.31965 \\ \hline 
unmixed & traingdx & 45 & 0.070451 & 0.011132 & 0.5 & 22.328 & 0.5582 \\ \hline 
unmixed & traingdx & 50 & 0.12639 & 0.011266 & 0.775 & 7.3802 & 0.1845 \\ \hline 
unmixed & traingdx & 60 & 0.054926 & 0.010681 & 0.25 & 45.9577 & 1.1489 \\ \hline 
unmixed & traingdx & 70 & 0.074188 & 0.010522 & 0.475 & 28.2484 & 0.70621 \\ \hline 
unmixed & traingdx & 80 & 0.062985 & 0.010655 & 0.475 & 23.8068 & 0.59517 \\ \hline 
unmixed & traingdx & 90 & 0.051083 & 0.0109 & 0.3 & 101.4537 & 2.5363 \\ \hline 
unmixed & traingdx & 100 & 0.038457 & 0.01072 & 0.15 & 213.0471 & 5.3262 \\ \hline 
unmixed & traingdx & 120 & 0.181 & 0.010573 & 0.75 & 11.487 & 0.28717 \\ \hline 
unmixed & traingdx & 140 & 0.061286 & 0.010928 & 0.275 & 76.7489 & 1.9187 \\ \hline 
unmixed & traingdx & 160 & 0.16916 & 0.010839 & 0.475 & 33.7237 & 0.84309 \\ \hline 
unmixed & traingdx & 180 & 0.098247 & 0.011167 & 0.4 & 40.2134 & 1.0053 \\ \hline 
unmixed & traingdx & 200 & 0.16921 & 0.010814 & 0.475 & 24.5264 & 0.61316 \\ \hline 
unmixed & traingdx & 250 & 0.20168 & 0.013301 & 0.325 & 50.9393 & 1.2735 \\ \hline 
unmixed & traingdx & 300 & 0.094864 & 0.010973 & 0.075 & 156.7096 & 3.9177 \\ \hline 
unmixed & traingdx & 350 & 0.054392 & 0.011006 & 0.15 & 272.1617 & 6.804 \\ \hline 
unmixed & traingdm & 1 & 0.98235 & 0.012061 & 0.7 & 8.6648 & 0.21662 \\ \hline 
unmixed & traingdm & 2 & 0.069421 & 0.011764 & 0.4 & 23.5855 & 0.58964 \\ \hline 
unmixed & traingdm & 3 & 0.064812 & 0.011435 & 0.4 & 25.2252 & 0.63063 \\ \hline 
unmixed & traingdm & 4 & 0.96029 & 0.010652 & 0.875 & 5.0437 & 0.12609 \\ \hline 
unmixed & traingdm & 5 & 0.055847 & 0.010372 & 0.625 & 9.9337 & 0.24834 \\ \hline 
unmixed & traingdm & 6 & 0.97976 & 0.01117 & 0.825 & 5.9725 & 0.14931 \\ \hline 
unmixed & traingdm & 7 & 0.043805 & 0.010943 & 0.575 & 15.8711 & 0.39678 \\ \hline 
unmixed & traingdm & 8 & 0.049184 & 0.009936 & 0.775 & 8.3563 & 0.20891 \\ \hline 
unmixed & traingdm & 9 & 0.039273 & 0.010541 & 0.525 & 15.8303 & 0.39576 \\ \hline 
unmixed & traingdm & 10 & 0.040329 & 0.010243 & 0.675 & 14.5743 & 0.36436 \\ \hline 
unmixed & traingdm & 15 & 0.046804 & 0.010448 & 0.825 & 5.9146 & 0.14787 \\ \hline 
unmixed & traingdm & 20 & 0.03812 & 0.011484 & 0.35 & 30.5512 & 0.76378 \\ \hline 
unmixed & traingdm & 25 & 0.036994 & 0.01338 & 0.25 & 110.28 & 2.757 \\ \hline 
unmixed & traingdm & 30 & 0.037041 & 0.010991 & 0.35 & 53.3602 & 1.334 \\ \hline 
unmixed & traingdm & 35 & 0.038789 & 0.010863 & 0.55 & 30.0096 & 0.75024 \\ \hline 
unmixed & traingdm & 40 & 0.038643 & 0.01053 & 0.35 & 78.9273 & 1.9732 \\ \hline 
unmixed & traingdm & 45 & 1.1023 & 0.010901 & 0.8 & 7.6399 & 0.191 \\ \hline 
unmixed & traingdm & 50 & 0.049511 & 0.010452 & 0.35 & 43.6014 & 1.09 \\ \hline 
unmixed & traingdm & 60 & 0.035368 & 0.01043 & 0.425 & 50.2093 & 1.2552 \\ \hline 
unmixed & traingdm & 70 & 0.035581 & 0.010751 & 0 & 346.4432 & 8.6611 \\ \hline 
unmixed & traingdm & 80 & 0.037569 & 0.011056 & 0.175 & 173.0011 & 4.325 \\ \hline 
unmixed & traingdm & 90 & 0.035288 & 0.011281 & 0.225 & 110.095 & 2.7524 \\ \hline 
unmixed & traingdm & 100 & 0.037082 & 0.010671 & 0.125 & 132.2389 & 3.306 \\ \hline 
unmixed & traingdm & 120 & 0.036693 & 0.010934 & 0.025 & 569.3498 & 14.2337 \\ \hline 
unmixed & traingdm & 140 & 0.049389 & 0.010909 & 0.25 & 54.5062 & 1.3627 \\ \hline 
unmixed & traingdm & 160 & 0.041271 & 0.011113 & 0.025 & 806.7642 & 20.1691 \\ \hline 
unmixed & traingdm & 180 & 0.037394 & 0.010688 & 0.075 & 445.2633 & 11.1316 \\ \hline 
unmixed & traingdm & 200 & 0.044543 & 0.010696 & 0.25 & 140.6937 & 3.5173 \\ \hline 
unmixed & traingdm & 250 & 0.058697 & 0.011251 & 0.25 & 120.8778 & 3.0219 \\ \hline 
unmixed & traingdm & 300 & 0.082823 & 0.010925 & 0.25 & 122.9846 & 3.0746 \\ \hline 
unmixed & traingdm & 350 & 0.10289 & 0.011216 & 0.35 & 74.8249 & 1.8706 \\ \hline 
unmixed & traingd & 1 & 1.1598 & 0.012252 & 0.775 & 5.1507 & 0.12877 \\ \hline 
unmixed & traingd & 2 & 1.1066 & 0.011028 & 0.825 & 6.0497 & 0.15124 \\ \hline 
unmixed & traingd & 3 & 0.95952 & 0.0099382 & 0.775 & 6.4869 & 0.16217 \\ \hline 
unmixed & traingd & 4 & 0.9582 & 0.010642 & 0.8 & 5.9662 & 0.14916 \\ \hline 
unmixed & traingd & 5 & 0.96596 & 0.010313 & 0.925 & 3.535 & 0.088374 \\ \hline 
unmixed & traingd & 6 & 0.96576 & 0.010254 & 0.85 & 4.0366 & 0.10092 \\ \hline 
unmixed & traingd & 7 & 0.97198 & 0.012364 & 0.75 & 8.2049 & 0.20512 \\ \hline 
unmixed & traingd & 8 & 0.96411 & 0.010591 & 0.875 & 4.8332 & 0.12083 \\ \hline 
unmixed & traingd & 9 & 0.3859 & 0.01072 & 0.775 & 5.6586 & 0.14146 \\ \hline 
unmixed & traingd & 10 & 0.98272 & 0.010705 & 0.75 & 6.4321 & 0.1608 \\ \hline 
unmixed & traingd & 15 & 1.0727 & 0.011666 & 0.75 & 7.6526 & 0.19131 \\ \hline 
unmixed & traingd & 20 & 1.0541 & 0.010797 & 0.9 & 4.0063 & 0.10016 \\ \hline 
unmixed & traingd & 25 & 1.074 & 0.011907 & 0.65 & 9.4119 & 0.2353 \\ \hline 
unmixed & traingd & 30 & 1.0576 & 0.010355 & 0.775 & 6.7339 & 0.16835 \\ \hline 
unmixed & traingd & 35 & 1.0736 & 0.010915 & 0.825 & 7.6547 & 0.19137 \\ \hline 
unmixed & traingd & 40 & 1.0807 & 0.010976 & 0.7 & 8.6403 & 0.21601 \\ \hline 
unmixed & traingd & 45 & 1.099 & 0.010537 & 0.775 & 9.4153 & 0.23538 \\ \hline 
unmixed & traingd & 50 & 1.1118 & 0.011109 & 0.75 & 7.8489 & 0.19622 \\ \hline 
unmixed & traingd & 60 & 1.1552 & 0.01116 & 0.725 & 6.3186 & 0.15796 \\ \hline 
unmixed & traingd & 70 & 1.1856 & 0.010191 & 0.65 & 17.0601 & 0.4265 \\ \hline 
unmixed & traingd & 80 & 1.2283 & 0.010926 & 0.5 & 18.6121 & 0.4653 \\ \hline 
unmixed & traingd & 90 & 1.2493 & 0.010569 & 0.475 & 31.4148 & 0.78537 \\ \hline 
unmixed & traingd & 100 & 1.2742 & 0.010804 & 0.575 & 22.7787 & 0.56947 \\ \hline 
unmixed & traingd & 120 & 1.3158 & 0.01082 & 0.625 & 20.6759 & 0.5169 \\ \hline 
unmixed & traingd & 140 & 1.3923 & 0.011363 & 0.425 & 41.0414 & 1.026 \\ \hline 
unmixed & traingd & 160 & 1.4451 & 0.010704 & 0.575 & 17.3017 & 0.43254 \\ \hline 
unmixed & traingd & 180 & 1.4876 & 0.010611 & 0.775 & 19.1696 & 0.47924 \\ \hline 
unmixed & traingd & 200 & 0.044729 & 0.011013 & 0.275 & 170.2494 & 4.2562 \\ \hline 
unmixed & traingd & 250 & 0.037726 & 0.010849 & 0.1 & 906.3812 & 22.6595 \\ \hline 
unmixed & traingd & 300 & 0.038793 & 0.011042 & 0.025 & 2766.6725 & 69.1668 \\ \hline 
unmixed & traingd & 350 & 0.041883 & 0.011437 & 0.05 & 1806.5689 & 45.1642 \\ \hline 
mixed & trainlm & 1 & 0.053081 & 0.010351 & 0.95 & 2.8002 & 0.070005 \\ \hline 
mixed & trainlm & 2 & 0.041331 & 0.011285 & 0.9 & 2.5589 & 0.063972 \\ \hline 
mixed & trainlm & 3 & 0.041689 & 0.010796 & 0.975 & 2.8393 & 0.070983 \\ \hline 
mixed & trainlm & 4 & 0.052876 & 0.010719 & 0.925 & 2.8099 & 0.070248 \\ \hline 
mixed & trainlm & 5 & 0.075487 & 0.01115 & 0.875 & 3.2385 & 0.080963 \\ \hline 
mixed & trainlm & 6 & 0.060732 & 0.011019 & 0.9 & 2.5752 & 0.064379 \\ \hline 
mixed & trainlm & 7 & 0.12863 & 0.010481 & 0.95 & 2.0173 & 0.050433 \\ \hline 
mixed & trainlm & 8 & 0.062431 & 0.010779 & 0.95 & 2.512 & 0.062799 \\ \hline 
mixed & trainlm & 9 & 0.060401 & 0.010585 & 0.95 & 1.8157 & 0.045393 \\ \hline 
mixed & trainlm & 10 & 0.068851 & 0.010512 & 0.975 & 0.46754 & 0.011688 \\ \hline 
mixed & trainlm & 15 & 0.065708 & 0.010795 & 0.95 & 1.4434 & 0.036084 \\ \hline 
mixed & trainlm & 20 & 0.060779 & 0.010923 & 1 & 0.61741 & 0.015435 \\ \hline 
mixed & trainlm & 25 & 0.067945 & 0.010616 & 1 & 0.7935 & 0.019838 \\ \hline 
mixed & trainlm & 30 & 0.084697 & 0.011178 & 0.85 & 4.057 & 0.10142 \\ \hline 
mixed & trainlm & 35 & 0.092178 & 0.011137 & 0.975 & 2.6128 & 0.065321 \\ \hline 
mixed & trainlm & 40 & 0.1027 & 0.010892 & 0.925 & 3.3756 & 0.08439 \\ \hline 
mixed & trainlm & 45 & 0.12561 & 0.011102 & 0.85 & 4.1833 & 0.10458 \\ \hline 
mixed & trainlm & 50 & 0.14844 & 0.010735 & 0.9 & 3.1653 & 0.079132 \\ \hline 
mixed & trainlm & 60 & 0.19282 & 0.01118 & 0.95 & 2.5851 & 0.064627 \\ \hline 
mixed & trainlm & 70 & 0.30124 & 0.011007 & 0.825 & 4.6755 & 0.11689 \\ \hline 
mixed & trainlm & 80 & 0.4172 & 0.010977 & 0.975 & 3.193 & 0.079825 \\ \hline 
mixed & trainlm & 90 & 0.58194 & 0.011583 & 0.925 & 6.2847 & 0.15712 \\ \hline 
mixed & trainlm & 100 & 0.74649 & 0.01134 & 0.95 & 3.3351 & 0.083377 \\ \hline 
mixed & trainlm & 120 & 0.97439 & 0.010634 & 0.725 & 6.8048 & 0.17012 \\ \hline 
mixed & trainlm & 140 & 1.4586 & 0.010936 & 0.875 & 6.0157 & 0.15039 \\ \hline 
mixed & trainlm & 160 & 2.078 & 0.013933 & 0.525 & 12.6831 & 0.31708 \\ \hline 
mixed & trainlm & 180 & 2.0259 & 0.012289 & 0.75 & 10.7632 & 0.26908 \\ \hline 
mixed & trainlm & 200 & 2.6492 & 0.011844 & 0.8 & 7.1894 & 0.17974 \\ \hline 
mixed & trainlm & 250 & 4.0887 & 0.013306 & 0.65 & 16.5688 & 0.41422 \\ \hline 
mixed & trainlm & 300 & 5.5652 & 0.012696 & 0.575 & 20.9209 & 0.52302 \\ \hline 
mixed & trainlm & 350 & 8.2616 & 0.012621 & 0.575 & 20.733 & 0.51832 \\ \hline 
mixed & trainbr & 1 & 1.8766 & 0.0097094 & 0.925 & 2.8693 & 0.071732 \\ \hline 
mixed & trainbr & 2 & 0.092515 & 0.0097751 & 0.975 & 0.5354 & 0.013385 \\ \hline 
mixed & trainbr & 3 & 0.1181 & 0.010885 & 0.975 & 0.69932 & 0.017483 \\ \hline 
mixed & trainbr & 4 & 0.21864 & 0.010594 & 0.975 & 1.131 & 0.028274 \\ \hline 
mixed & trainbr & 5 & 0.27373 & 0.010584 & 0.975 & 1.1847 & 0.029617 \\ \hline 
mixed & trainbr & 6 & 0.43347 & 0.010627 & 0.975 & 0.99489 & 0.024872 \\ \hline 
mixed & trainbr & 7 & 0.61556 & 0.010569 & 0.95 & 1.9062 & 0.047654 \\ \hline 
mixed & trainbr & 8 & 1.1209 & 0.010732 & 0.95 & 1.9784 & 0.04946 \\ \hline 
mixed & trainbr & 9 & 0.93713 & 0.01072 & 1 & 0.69973 & 0.017493 \\ \hline 
mixed & trainbr & 10 & 0.97711 & 0.010755 & 0.975 & 0.82466 & 0.020617 \\ \hline 
mixed & trainbr & 15 & 5.8827 & 0.010708 & 0.975 & 1.1529 & 0.028823 \\ \hline 
mixed & trainbr & 20 & 8.1333 & 0.010792 & 0.975 & 0.82669 & 0.020667 \\ \hline 
mixed & trainbr & 25 & 14.6828 & 0.010625 & 1 & 0.61177 & 0.015294 \\ \hline 
mixed & trainbr & 30 & 20.2646 & 0.010678 & 0.975 & 0.8789 & 0.021972 \\ \hline 
mixed & trainbr & 35 & 28.5412 & 0.010702 & 1 & 0.67659 & 0.016915 \\ \hline 
mixed & trainbr & 40 & 35.1946 & 0.010785 & 0.975 & 0.90397 & 0.022599 \\ \hline 
mixed & trainbr & 45 & 44.3935 & 0.011096 & 0.975 & 1.1456 & 0.028641 \\ \hline 
mixed & trainbr & 50 & 57.1924 & 0.011325 & 0.975 & 1.3601 & 0.034001 \\ \hline 
mixed & trainbr & 60 & 89.7162 & 0.011309 & 0.975 & 1.0813 & 0.027033 \\ \hline 
mixed & trainbr & 70 & 106.241 & 0.01116 & 0.975 & 0.80319 & 0.02008 \\ \hline 
mixed & trainbr & 80 & 176.1253 & 0.010914 & 1 & 0.8437 & 0.021092 \\ \hline 
mixed & trainbr & 90 & 312.757 & 0.010996 & 1 & 0.41808 & 0.010452 \\ \hline 
mixed & trainbr & 100 & 421.7103 & 0.010814 & 0.975 & 1.2152 & 0.030379 \\ \hline 
mixed & trainbfg & 1 & 0.11676 & 0.010939 & 0.95 & 2.9003 & 0.072508 \\ \hline 
mixed & trainbfg & 2 & 0.092981 & 0.010087 & 0.925 & 2.1721 & 0.054301 \\ \hline 
mixed & trainbfg & 3 & 0.072696 & 0.01105 & 0.975 & 2.7278 & 0.068196 \\ \hline 
mixed & trainbfg & 4 & 0.1064 & 0.010883 & 0.975 & 1.7529 & 0.043821 \\ \hline 
mixed & trainbfg & 5 & 0.11991 & 0.01054 & 0.95 & 1.6903 & 0.042257 \\ \hline 
mixed & trainbfg & 6 & 0.17167 & 0.011525 & 0.925 & 1.7475 & 0.043688 \\ \hline 
mixed & trainbfg & 7 & 0.13978 & 0.011396 & 0.95 & 1.7627 & 0.044068 \\ \hline 
mixed & trainbfg & 8 & 0.12382 & 0.011596 & 0.925 & 2.0878 & 0.052196 \\ \hline 
mixed & trainbfg & 9 & 0.14637 & 0.011126 & 0.925 & 2.4757 & 0.061893 \\ \hline 
mixed & trainbfg & 10 & 0.12602 & 0.011259 & 0.95 & 1.7499 & 0.043748 \\ \hline 
mixed & trainbfg & 15 & 0.19895 & 0.011026 & 0.975 & 1.9094 & 0.047735 \\ \hline 
mixed & trainbfg & 20 & 0.27111 & 0.010734 & 0.975 & 1.719 & 0.042974 \\ \hline 
mixed & trainbfg & 25 & 0.70976 & 0.010734 & 0.975 & 1.9047 & 0.047617 \\ \hline 
mixed & trainbfg & 30 & 0.4975 & 0.011059 & 0.975 & 1.7811 & 0.044526 \\ \hline 
mixed & trainbfg & 35 & 1.3451 & 0.010666 & 0.975 & 1.4941 & 0.037353 \\ \hline 
mixed & trainbfg & 40 & 0.80975 & 0.010983 & 0.95 & 2.5806 & 0.064516 \\ \hline 
mixed & trainbfg & 45 & 1.1496 & 0.012602 & 0.925 & 2.0459 & 0.051148 \\ \hline 
mixed & trainbfg & 50 & 1.7609 & 0.011408 & 0.95 & 2.4413 & 0.061033 \\ \hline 
mixed & trainbfg & 60 & 6.155 & 0.011153 & 0.925 & 3.2733 & 0.081832 \\ \hline 
mixed & trainbfg & 70 & 7.108 & 0.011447 & 0.925 & 3.1114 & 0.077786 \\ \hline 
mixed & trainbfg & 80 & 23.5938 & 0.011149 & 0.975 & 2.1614 & 0.054035 \\ \hline 
mixed & trainbfg & 90 & 25.8055 & 0.011091 & 0.9 & 4.0777 & 0.10194 \\ \hline 
mixed & trainbfg & 100 & 35.9859 & 0.011665 & 0.8 & 5.6108 & 0.14027 \\ \hline 
mixed & trainbfg & 120 & 117.0828 & 0.012061 & 0.8 & 7.6245 & 0.19061 \\ \hline 
mixed & trainbfg & 140 & 94.7103 & 0.012111 & 0.9 & 6.825 & 0.17062 \\ \hline 
mixed & trainbfg & 160 & 334.9563 & 0.011992 & 0.9 & 4.8648 & 0.12162 \\ \hline 
mixed & trainbfg & 180 & 42.1456 & 0.012075 & 0.725 & 14.8282 & 0.37071 \\ \hline 
mixed & trainbfg & 200 & 41.5383 & 0.011111 & 0.75 & 8.0429 & 0.20107 \\ \hline 
mixed & trainbfg & 250 & 122.1393 & 0.012542 & 0.575 & 22.519 & 0.56298 \\ \hline 
mixed & trainbfg & 300 & 291.456 & 0.012166 & 0.55 & 21.4697 & 0.53674 \\ \hline 
mixed & trainbfg & 350 & 341.6795 & 0.014143 & 0.625 & 15.1297 & 0.37824 \\ \hline 
mixed & trainrp & 1 & 0.054055 & 0.010609 & 0.925 & 3.1579 & 0.078948 \\ \hline 
mixed & trainrp & 2 & 0.058391 & 0.011321 & 0.925 & 1.4173 & 0.035434 \\ \hline 
mixed & trainrp & 3 & 0.07356 & 0.010728 & 0.975 & 1.7065 & 0.042663 \\ \hline 
mixed & trainrp & 4 & 0.063497 & 0.0099858 & 1 & 0.99259 & 0.024815 \\ \hline 
mixed & trainrp & 5 & 0.04601 & 0.010204 & 0.875 & 3.9438 & 0.098595 \\ \hline 
mixed & trainrp & 6 & 0.065838 & 0.010632 & 0.95 & 2.1067 & 0.052667 \\ \hline 
mixed & trainrp & 7 & 0.053229 & 0.0098311 & 0.975 & 1.1413 & 0.028534 \\ \hline 
mixed & trainrp & 8 & 0.052299 & 0.010676 & 0.975 & 2.8248 & 0.07062 \\ \hline 
mixed & trainrp & 9 & 0.068675 & 0.011927 & 0.95 & 1.5953 & 0.039882 \\ \hline 
mixed & trainrp & 10 & 0.056957 & 0.010018 & 0.95 & 2.9488 & 0.073719 \\ \hline 
mixed & trainrp & 15 & 0.049424 & 0.011427 & 0.925 & 2.8612 & 0.071529 \\ \hline 
mixed & trainrp & 20 & 0.062981 & 0.013464 & 0.925 & 2.693 & 0.067324 \\ \hline 
mixed & trainrp & 25 & 0.068463 & 0.010908 & 0.925 & 3.2981 & 0.082452 \\ \hline 
mixed & trainrp & 30 & 0.094494 & 0.0108 & 0.85 & 6.1472 & 0.15368 \\ \hline 
mixed & trainrp & 35 & 0.058372 & 0.010621 & 0.85 & 5.0622 & 0.12656 \\ \hline 
mixed & trainrp & 40 & 0.073681 & 0.0096227 & 0.925 & 3.4032 & 0.085081 \\ \hline 
mixed & trainrp & 45 & 0.065923 & 0.01024 & 0.9 & 3.0648 & 0.07662 \\ \hline 
mixed & trainrp & 50 & 0.048848 & 0.010916 & 0.85 & 5.5947 & 0.13987 \\ \hline 
mixed & trainrp & 60 & 0.08249 & 0.010393 & 0.75 & 8.4501 & 0.21125 \\ \hline 
mixed & trainrp & 70 & 0.055818 & 0.0097871 & 0.725 & 9.3037 & 0.23259 \\ \hline 
mixed & trainrp & 80 & 0.098511 & 0.010662 & 0.85 & 4.1789 & 0.10447 \\ \hline 
mixed & trainrp & 90 & 0.10828 & 0.010859 & 0.8 & 6.0803 & 0.15201 \\ \hline 
mixed & trainrp & 100 & 0.052189 & 0.011036 & 0.65 & 10.4703 & 0.26176 \\ \hline 
mixed & trainrp & 120 & 0.082149 & 0.010803 & 0.65 & 12.5755 & 0.31439 \\ \hline 
mixed & trainrp & 140 & 0.071612 & 0.01094 & 0.425 & 27.638 & 0.69095 \\ \hline 
mixed & trainrp & 160 & 0.11553 & 0.010611 & 0.675 & 12.3426 & 0.30857 \\ \hline 
mixed & trainrp & 180 & 0.054837 & 0.010938 & 0.375 & 25.1089 & 0.62772 \\ \hline 
mixed & trainrp & 200 & 0.15282 & 0.01112 & 0.575 & 15.8822 & 0.39706 \\ \hline 
mixed & trainrp & 250 & 0.065014 & 0.011023 & 0.325 & 68.435 & 1.7109 \\ \hline 
mixed & trainrp & 300 & 0.1185 & 0.011327 & 0.4 & 87.9633 & 2.1991 \\ \hline 
mixed & trainrp & 350 & 0.10702 & 0.011032 & 0.5 & 42.1369 & 1.0534 \\ \hline 
mixed & trainscg & 1 & 0.070938 & 0.011652 & 0.95 & 2.9549 & 0.073874 \\ \hline 
mixed & trainscg & 2 & 0.04505 & 0.0099169 & 0.75 & 6.4043 & 0.16011 \\ \hline 
mixed & trainscg & 3 & 0.09744 & 0.012097 & 0.975 & 1.6543 & 0.041358 \\ \hline 
mixed & trainscg & 4 & 0.085247 & 0.012231 & 0.975 & 0.83212 & 0.020803 \\ \hline 
mixed & trainscg & 5 & 0.073121 & 0.011812 & 0.975 & 1.1264 & 0.028159 \\ \hline 
mixed & trainscg & 6 & 0.099178 & 0.011459 & 0.95 & 2.0807 & 0.052018 \\ \hline 
mixed & trainscg & 7 & 0.062654 & 0.01108 & 0.95 & 1.9468 & 0.048671 \\ \hline 
mixed & trainscg & 8 & 0.065334 & 0.010497 & 0.9 & 2.3901 & 0.059753 \\ \hline 
mixed & trainscg & 9 & 0.097473 & 0.011266 & 1 & 0.82224 & 0.020556 \\ \hline 
mixed & trainscg & 10 & 0.06893 & 0.0098489 & 0.95 & 1.8452 & 0.04613 \\ \hline 
mixed & trainscg & 15 & 0.081171 & 0.010904 & 0.975 & 1.5713 & 0.039283 \\ \hline 
mixed & trainscg & 20 & 0.094784 & 0.011026 & 0.975 & 1.5403 & 0.038507 \\ \hline 
mixed & trainscg & 25 & 0.06818 & 0.010855 & 0.95 & 2.6185 & 0.065463 \\ \hline 
mixed & trainscg & 30 & 0.10522 & 0.010942 & 0.975 & 1.4865 & 0.037163 \\ \hline 
mixed & trainscg & 35 & 0.065444 & 0.010028 & 0.95 & 2.3574 & 0.058934 \\ \hline 
mixed & trainscg & 40 & 0.074565 & 0.01102 & 0.95 & 2.7015 & 0.067537 \\ \hline 
mixed & trainscg & 45 & 0.078796 & 0.010632 & 0.875 & 3.8585 & 0.096463 \\ \hline 
mixed & trainscg & 50 & 0.084775 & 0.010639 & 0.925 & 2.3833 & 0.059582 \\ \hline 
mixed & trainscg & 60 & 0.071682 & 0.010219 & 0.85 & 4.6639 & 0.1166 \\ \hline 
mixed & trainscg & 70 & 0.09899 & 0.029972 & 0.925 & 4.2606 & 0.10652 \\ \hline 
mixed & trainscg & 80 & 0.14239 & 0.011428 & 0.85 & 5.6142 & 0.14036 \\ \hline 
mixed & trainscg & 90 & 0.14287 & 0.011634 & 0.9 & 3.6791 & 0.091977 \\ \hline 
mixed & trainscg & 100 & 0.064894 & 0.011197 & 0.675 & 15.654 & 0.39135 \\ \hline 
mixed & trainscg & 120 & 0.074304 & 0.011941 & 0.775 & 10.2919 & 0.2573 \\ \hline 
mixed & trainscg & 140 & 0.25252 & 0.011385 & 0.875 & 5.7208 & 0.14302 \\ \hline 
mixed & trainscg & 160 & 0.099625 & 0.011659 & 0.75 & 10.6238 & 0.26559 \\ \hline 
mixed & trainscg & 180 & 0.10504 & 0.01086 & 0.55 & 20.008 & 0.5002 \\ \hline 
mixed & trainscg & 200 & 0.072826 & 0.011062 & 0.55 & 31.212 & 0.7803 \\ \hline 
mixed & trainscg & 250 & 0.14743 & 0.011868 & 0.625 & 27.1825 & 0.67956 \\ \hline 
mixed & trainscg & 300 & 0.13285 & 0.011872 & 0.5 & 20.8203 & 0.52051 \\ \hline 
mixed & trainscg & 350 & 0.1235 & 0.011864 & 0.5 & 39.863 & 0.99658 \\ \hline 
mixed & traincgb & 1 & 0.11957 & 0.010806 & 0.95 & 2.8987 & 0.072467 \\ \hline 
mixed & traincgb & 2 & 0.10135 & 0.01198 & 0.95 & 1.1601 & 0.029001 \\ \hline 
mixed & traincgb & 3 & 0.11648 & 0.010923 & 0.925 & 3.0464 & 0.076159 \\ \hline 
mixed & traincgb & 4 & 0.11401 & 0.015572 & 0.975 & 1.243 & 0.031076 \\ \hline 
mixed & traincgb & 5 & 0.09706 & 0.011627 & 0.95 & 2.1441 & 0.053603 \\ \hline 
mixed & traincgb & 6 & 0.091163 & 0.011343 & 1 & 1.3214 & 0.033035 \\ \hline 
mixed & traincgb & 7 & 0.07893 & 0.012601 & 0.9 & 3.1582 & 0.078955 \\ \hline 
mixed & traincgb & 8 & 0.14116 & 0.011402 & 0.95 & 1.2895 & 0.032237 \\ \hline 
mixed & traincgb & 9 & 0.10202 & 0.014478 & 0.95 & 2.3259 & 0.058149 \\ \hline 
mixed & traincgb & 10 & 0.066462 & 0.011244 & 0.825 & 5.0439 & 0.1261 \\ \hline 
mixed & traincgb & 15 & 0.11582 & 0.011651 & 0.975 & 1.5084 & 0.037709 \\ \hline 
mixed & traincgb & 20 & 0.15118 & 0.012465 & 0.95 & 1.7801 & 0.044501 \\ \hline 
mixed & traincgb & 25 & 0.15257 & 0.01254 & 0.95 & 1.8967 & 0.047417 \\ \hline 
mixed & traincgb & 30 & 0.21522 & 0.012007 & 0.95 & 2.0956 & 0.052389 \\ \hline 
mixed & traincgb & 35 & 0.18294 & 0.012211 & 0.925 & 2.6304 & 0.065761 \\ \hline 
mixed & traincgb & 40 & 0.22399 & 0.012719 & 0.95 & 2.2763 & 0.056907 \\ \hline 
mixed & traincgb & 45 & 0.10376 & 0.012033 & 0.875 & 4.6943 & 0.11736 \\ \hline 
mixed & traincgb & 50 & 0.12758 & 0.012504 & 0.9 & 2.5082 & 0.062706 \\ \hline 
mixed & traincgb & 60 & 0.15545 & 0.012184 & 0.95 & 2.217 & 0.055425 \\ \hline 
mixed & traincgb & 70 & 0.11351 & 0.012188 & 0.8 & 5.8135 & 0.14534 \\ \hline 
mixed & traincgb & 80 & 0.19694 & 0.011971 & 0.925 & 3.096 & 0.077399 \\ \hline 
mixed & traincgb & 90 & 0.10952 & 0.012334 & 0.8 & 12.0292 & 0.30073 \\ \hline 
mixed & traincgb & 100 & 0.15352 & 0.012325 & 0.775 & 9.8275 & 0.24569 \\ \hline 
mixed & traincgb & 120 & 0.079833 & 0.012124 & 0.55 & 28.4701 & 0.71175 \\ \hline 
mixed & traincgb & 140 & 0.20283 & 0.012155 & 0.8 & 10.4008 & 0.26002 \\ \hline 
mixed & traincgb & 160 & 0.24347 & 0.013212 & 0.65 & 22.9607 & 0.57402 \\ \hline 
mixed & traincgb & 180 & 0.13158 & 0.011673 & 0.55 & 26.4839 & 0.6621 \\ \hline 
mixed & traincgb & 200 & 0.29934 & 0.012398 & 0.75 & 11.055 & 0.27638 \\ \hline 
mixed & traincgb & 250 & 0.17181 & 0.012161 & 0.575 & 20.0492 & 0.50123 \\ \hline 
mixed & traincgb & 300 & 0.16242 & 0.012278 & 0.55 & 36.6651 & 0.91663 \\ \hline 
mixed & traincgb & 350 & 0.35155 & 0.013159 & 0.5 & 24.2908 & 0.60727 \\ \hline 
mixed & traincgf & 1 & 0.054873 & 0.012199 & 0.725 & 5.8157 & 0.14539 \\ \hline 
mixed & traincgf & 2 & 0.053626 & 0.01147 & 0.425 & 19.9027 & 0.49757 \\ \hline 
mixed & traincgf & 3 & 0.089816 & 0.011668 & 0.95 & 1.6037 & 0.040093 \\ \hline 
mixed & traincgf & 4 & 0.067635 & 0.011504 & 0.95 & 2.3874 & 0.059685 \\ \hline 
mixed & traincgf & 5 & 0.10511 & 0.011214 & 0.975 & 1.1504 & 0.028759 \\ \hline 
mixed & traincgf & 6 & 0.10058 & 0.012189 & 0.95 & 1.6177 & 0.040442 \\ \hline 
mixed & traincgf & 7 & 0.10963 & 0.011836 & 0.975 & 1.2867 & 0.032169 \\ \hline 
mixed & traincgf & 8 & 0.10974 & 0.011287 & 0.95 & 1.7297 & 0.043242 \\ \hline 
mixed & traincgf & 9 & 0.10613 & 0.011455 & 1 & 0.9969 & 0.024923 \\ \hline 
mixed & traincgf & 10 & 0.093875 & 0.011626 & 0.975 & 1.4816 & 0.03704 \\ \hline 
mixed & traincgf & 15 & 0.14507 & 0.012291 & 0.95 & 1.9308 & 0.048271 \\ \hline 
mixed & traincgf & 20 & 0.23621 & 0.011912 & 0.95 & 1.8118 & 0.045294 \\ \hline 
mixed & traincgf & 25 & 0.25832 & 0.012297 & 1 & 0.77233 & 0.019308 \\ \hline 
mixed & traincgf & 30 & 0.1937 & 0.011718 & 0.975 & 1.4193 & 0.035484 \\ \hline 
mixed & traincgf & 35 & 0.081699 & 0.014063 & 0.925 & 3.0179 & 0.075447 \\ \hline 
mixed & traincgf & 40 & 0.099553 & 0.01174 & 0.925 & 4.534 & 0.11335 \\ \hline 
mixed & traincgf & 45 & 0.079503 & 0.010457 & 0.9 & 3.595 & 0.089875 \\ \hline 
mixed & traincgf & 50 & 0.073681 & 0.010223 & 0.75 & 8.7987 & 0.21997 \\ \hline 
mixed & traincgf & 60 & 0.073577 & 0.0097311 & 0.825 & 4.3607 & 0.10902 \\ \hline 
mixed & traincgf & 70 & 0.1264 & 0.010077 & 0.85 & 5.5254 & 0.13814 \\ \hline 
mixed & traincgf & 80 & 0.12381 & 0.01046 & 0.675 & 9.1218 & 0.22805 \\ \hline 
mixed & traincgf & 90 & 0.21597 & 0.010459 & 0.775 & 5.6021 & 0.14005 \\ \hline 
mixed & traincgf & 100 & 0.11716 & 0.011029 & 0.775 & 7.9797 & 0.19949 \\ \hline 
mixed & traincgf & 120 & 0.17652 & 0.010583 & 0.875 & 5.8093 & 0.14523 \\ \hline 
mixed & traincgf & 140 & 0.14262 & 0.01092 & 0.75 & 11.9878 & 0.29969 \\ \hline 
mixed & traincgf & 160 & 0.17097 & 0.010509 & 0.725 & 24.158 & 0.60395 \\ \hline 
mixed & traincgf & 180 & 0.11683 & 0.011335 & 0.55 & 17.5392 & 0.43848 \\ \hline 
mixed & traincgf & 200 & 0.13691 & 0.010627 & 0.4 & 30.5178 & 0.76295 \\ \hline 
mixed & traincgf & 250 & 0.1467 & 0.010877 & 0.5 & 44.9241 & 1.1231 \\ \hline 
mixed & traincgf & 300 & 0.54331 & 0.010776 & 0.6 & 15.8624 & 0.39656 \\ \hline 
mixed & traincgf & 350 & 0.24076 & 0.010736 & 0.35 & 33.8826 & 0.84706 \\ \hline 
mixed & traincgp & 1 & 0.07773 & 0.011433 & 0.95 & 2.9355 & 0.073388 \\ \hline 
mixed & traincgp & 2 & 0.10646 & 0.01144 & 0.95 & 1.6268 & 0.040671 \\ \hline 
mixed & traincgp & 3 & 0.084432 & 0.010958 & 0.95 & 1.531 & 0.038275 \\ \hline 
mixed & traincgp & 4 & 0.0842 & 0.010945 & 0.95 & 2.8774 & 0.071935 \\ \hline 
mixed & traincgp & 5 & 0.088718 & 0.011539 & 0.975 & 1.887 & 0.047176 \\ \hline 
mixed & traincgp & 6 & 0.065489 & 0.0096067 & 0.925 & 1.9669 & 0.049173 \\ \hline 
mixed & traincgp & 7 & 0.10571 & 0.010193 & 0.975 & 1.1176 & 0.027939 \\ \hline 
mixed & traincgp & 8 & 0.14067 & 0.010128 & 0.95 & 1.8848 & 0.04712 \\ \hline 
mixed & traincgp & 9 & 0.074526 & 0.0097622 & 0.925 & 2.0805 & 0.052012 \\ \hline 
mixed & traincgp & 10 & 0.095882 & 0.0099298 & 0.975 & 1.0513 & 0.026283 \\ \hline 
mixed & traincgp & 15 & 0.10904 & 0.010591 & 0.975 & 1.4094 & 0.035235 \\ \hline 
mixed & traincgp & 20 & 0.073476 & 0.010082 & 0.975 & 1.9665 & 0.049163 \\ \hline 
mixed & traincgp & 25 & 0.087633 & 0.01035 & 0.95 & 2.2187 & 0.055468 \\ \hline 
mixed & traincgp & 30 & 0.080945 & 0.010373 & 0.9 & 3.5698 & 0.089244 \\ \hline 
mixed & traincgp & 35 & 0.2003 & 0.01066 & 0.95 & 2.0038 & 0.050095 \\ \hline 
mixed & traincgp & 40 & 0.14465 & 0.010303 & 0.95 & 2.2474 & 0.056184 \\ \hline 
mixed & traincgp & 45 & 0.10858 & 0.010281 & 0.875 & 2.9501 & 0.073752 \\ \hline 
mixed & traincgp & 50 & 0.10154 & 0.01015 & 0.9 & 3.4924 & 0.087309 \\ \hline 
mixed & traincgp & 60 & 0.077422 & 0.010599 & 0.875 & 5.1638 & 0.12909 \\ \hline 
mixed & traincgp & 70 & 0.10384 & 0.010744 & 0.825 & 5.7832 & 0.14458 \\ \hline 
mixed & traincgp & 80 & 0.059197 & 0.010288 & 0.5 & 32.7203 & 0.81801 \\ \hline 
mixed & traincgp & 90 & 0.18032 & 0.010668 & 0.825 & 6.1583 & 0.15396 \\ \hline 
mixed & traincgp & 100 & 0.11032 & 0.010655 & 0.75 & 7.4261 & 0.18565 \\ \hline 
mixed & traincgp & 120 & 0.12607 & 0.010607 & 0.675 & 8.4619 & 0.21155 \\ \hline 
mixed & traincgp & 140 & 0.15284 & 0.010733 & 0.875 & 7.2931 & 0.18233 \\ \hline 
mixed & traincgp & 160 & 0.12729 & 0.010908 & 0.625 & 17.1115 & 0.42779 \\ \hline 
mixed & traincgp & 180 & 0.1297 & 0.010862 & 0.6 & 17.0429 & 0.42607 \\ \hline 
mixed & traincgp & 200 & 0.20425 & 0.010752 & 0.625 & 11.5187 & 0.28797 \\ \hline 
mixed & traincgp & 250 & 0.20982 & 0.010968 & 0.475 & 16.6831 & 0.41708 \\ \hline 
mixed & traincgp & 300 & 0.11751 & 0.010716 & 0.35 & 42.6455 & 1.0661 \\ \hline 
mixed & traincgp & 350 & 0.25326 & 0.011047 & 0.45 & 41.1062 & 1.0277 \\ \hline 
mixed & trainoss & 1 & 0.10097 & 0.011344 & 0.95 & 2.9744 & 0.07436 \\ \hline 
mixed & trainoss & 2 & 0.096366 & 0.01024 & 0.95 & 1.7048 & 0.04262 \\ \hline 
mixed & trainoss & 3 & 0.053444 & 0.010107 & 0.7 & 7.5458 & 0.18865 \\ \hline 
mixed & trainoss & 4 & 0.10172 & 0.011006 & 0.925 & 1.5246 & 0.038115 \\ \hline 
mixed & trainoss & 5 & 0.10521 & 0.010115 & 0.975 & 1.1912 & 0.02978 \\ \hline 
mixed & trainoss & 6 & 0.082874 & 0.010167 & 0.975 & 1.6161 & 0.040401 \\ \hline 
mixed & trainoss & 7 & 0.1058 & 0.010689 & 0.975 & 1.4853 & 0.037132 \\ \hline 
mixed & trainoss & 8 & 0.067508 & 0.011438 & 0.925 & 3.0791 & 0.076977 \\ \hline 
mixed & trainoss & 9 & 0.10728 & 0.011533 & 0.975 & 1.9592 & 0.048979 \\ \hline 
mixed & trainoss & 10 & 0.13304 & 0.011663 & 0.925 & 1.9072 & 0.047681 \\ \hline 
mixed & trainoss & 15 & 0.10272 & 0.0099098 & 0.975 & 1.2095 & 0.030238 \\ \hline 
mixed & trainoss & 20 & 0.082095 & 0.01156 & 0.975 & 2.2819 & 0.057047 \\ \hline 
mixed & trainoss & 25 & 0.11761 & 0.010268 & 0.95 & 2.2741 & 0.056854 \\ \hline 
mixed & trainoss & 30 & 0.10398 & 0.010427 & 0.975 & 2.2562 & 0.056405 \\ \hline 
mixed & trainoss & 35 & 0.10805 & 0.010159 & 0.9 & 3.3243 & 0.083106 \\ \hline 
mixed & trainoss & 40 & 0.083902 & 0.010247 & 0.875 & 3.5489 & 0.088722 \\ \hline 
mixed & trainoss & 45 & 0.17241 & 0.01009 & 0.875 & 3.4714 & 0.086784 \\ \hline 
mixed & trainoss & 50 & 0.1283 & 0.01046 & 0.825 & 4.1618 & 0.10405 \\ \hline 
mixed & trainoss & 60 & 0.073544 & 0.010405 & 0.7 & 8.035 & 0.20088 \\ \hline 
mixed & trainoss & 70 & 0.084061 & 0.010083 & 0.65 & 12.1231 & 0.30308 \\ \hline 
mixed & trainoss & 80 & 0.066866 & 0.01038 & 0.525 & 16.1831 & 0.40458 \\ \hline 
mixed & trainoss & 90 & 0.10339 & 0.010574 & 0.7 & 10.5705 & 0.26426 \\ \hline 
mixed & trainoss & 100 & 0.18325 & 0.010704 & 0.85 & 5.1815 & 0.12954 \\ \hline 
mixed & trainoss & 120 & 0.082254 & 0.010891 & 0.575 & 11.2193 & 0.28048 \\ \hline 
mixed & trainoss & 140 & 0.15062 & 0.010468 & 0.6 & 13.7369 & 0.34342 \\ \hline 
mixed & trainoss & 160 & 0.13738 & 0.010711 & 0.75 & 8.2507 & 0.20627 \\ \hline 
mixed & trainoss & 180 & 0.18668 & 0.010698 & 0.475 & 25.6814 & 0.64204 \\ \hline 
mixed & trainoss & 200 & 0.16648 & 0.01075 & 0.5 & 18.2993 & 0.45748 \\ \hline 
mixed & trainoss & 250 & 0.18176 & 0.010995 & 0.475 & 41.8175 & 1.0454 \\ \hline 
mixed & trainoss & 300 & 0.096726 & 0.010834 & 0.225 & 68.7027 & 1.7176 \\ \hline 
mixed & trainoss & 350 & 0.15063 & 0.011292 & 0.55 & 24.3887 & 0.60972 \\ \hline 
mixed & traingdx & 1 & 0.17199 & 0.010044 & 0.95 & 2.913 & 0.072826 \\ \hline 
mixed & traingdx & 2 & 0.13072 & 0.0098422 & 0.8 & 4.5167 & 0.11292 \\ \hline 
mixed & traingdx & 3 & 0.11061 & 0.01081 & 0.825 & 5.1666 & 0.12917 \\ \hline 
mixed & traingdx & 4 & 0.16084 & 0.010018 & 0.95 & 1.5843 & 0.039608 \\ \hline 
mixed & traingdx & 5 & 0.17553 & 0.0096014 & 0.95 & 1.6898 & 0.042244 \\ \hline 
mixed & traingdx & 6 & 0.1656 & 0.01012 & 0.975 & 1.1575 & 0.028936 \\ \hline 
mixed & traingdx & 7 & 0.17687 & 0.010892 & 0.95 & 1.4344 & 0.035861 \\ \hline 
mixed & traingdx & 8 & 0.068049 & 0.010789 & 0.8 & 6.9445 & 0.17361 \\ \hline 
mixed & traingdx & 9 & 0.084352 & 0.0095858 & 0.8 & 6.8438 & 0.17109 \\ \hline 
mixed & traingdx & 10 & 0.17775 & 0.00984 & 0.95 & 1.6015 & 0.040038 \\ \hline 
mixed & traingdx & 15 & 0.080327 & 0.010141 & 0.75 & 9.4048 & 0.23512 \\ \hline 
mixed & traingdx & 20 & 0.16606 & 0.0099565 & 0.9 & 3.1295 & 0.078239 \\ \hline 
mixed & traingdx & 25 & 0.057845 & 0.010264 & 0.5 & 26.6295 & 0.66574 \\ \hline 
mixed & traingdx & 30 & 0.0421 & 0.010471 & 0.325 & 35.0806 & 0.87702 \\ \hline 
mixed & traingdx & 35 & 0.14326 & 0.013984 & 0.9 & 3.1877 & 0.079692 \\ \hline 
mixed & traingdx & 40 & 0.14329 & 0.010447 & 0.95 & 2.2353 & 0.055881 \\ \hline 
mixed & traingdx & 45 & 0.15663 & 0.0098542 & 0.925 & 3.4049 & 0.085123 \\ \hline 
mixed & traingdx & 50 & 0.15927 & 0.0095707 & 0.875 & 3.7271 & 0.093177 \\ \hline 
mixed & traingdx & 60 & 0.051383 & 0.010813 & 0.575 & 23.114 & 0.57785 \\ \hline 
mixed & traingdx & 70 & 0.037386 & 0.0099502 & 0.3 & 68.8476 & 1.7212 \\ \hline 
mixed & traingdx & 80 & 0.16302 & 0.010595 & 0.75 & 8.1987 & 0.20497 \\ \hline 
mixed & traingdx & 90 & 0.055241 & 0.010588 & 0.4 & 61.0291 & 1.5257 \\ \hline 
mixed & traingdx & 100 & 0.15398 & 0.011227 & 0.75 & 7.0068 & 0.17517 \\ \hline 
mixed & traingdx & 120 & 0.043583 & 0.010473 & 0.25 & 167.8458 & 4.1961 \\ \hline 
mixed & traingdx & 140 & 0.16025 & 0.010586 & 0.5 & 12.0284 & 0.30071 \\ \hline 
mixed & traingdx & 160 & 0.045648 & 0.01074 & 0.225 & 172.7569 & 4.3189 \\ \hline 
mixed & traingdx & 180 & 0.17325 & 0.010726 & 0.7 & 16.4589 & 0.41147 \\ \hline 
mixed & traingdx & 200 & 0.17867 & 0.010612 & 0.55 & 14.9418 & 0.37354 \\ \hline 
mixed & traingdx & 250 & 0.22428 & 0.011115 & 0.45 & 36.1908 & 0.90477 \\ \hline 
mixed & traingdx & 300 & 0.081494 & 0.0126 & 0.25 & 96.9429 & 2.4236 \\ \hline 
mixed & traingdx & 350 & 0.060841 & 0.010629 & 0.25 & 228.0634 & 5.7016 \\ \hline 
mixed & traingdm & 1 & 0.91828 & 0.010624 & 0.875 & 3.8256 & 0.095639 \\ \hline 
mixed & traingdm & 2 & 0.94139 & 0.010307 & 0.825 & 4.8955 & 0.12239 \\ \hline 
mixed & traingdm & 3 & 0.96728 & 0.010919 & 0.975 & 2.5592 & 0.063979 \\ \hline 
mixed & traingdm & 4 & 0.96041 & 0.0099431 & 0.85 & 4.5639 & 0.1141 \\ \hline 
mixed & traingdm & 5 & 0.95709 & 0.0096391 & 0.925 & 3.4842 & 0.087104 \\ \hline 
mixed & traingdm & 6 & 0.96273 & 0.013136 & 0.875 & 4.1904 & 0.10476 \\ \hline 
mixed & traingdm & 7 & 0.043036 & 0.01028 & 0.425 & 26.1463 & 0.65366 \\ \hline 
mixed & traingdm & 8 & 0.96888 & 0.010314 & 0.9 & 3.404 & 0.085101 \\ \hline 
mixed & traingdm & 9 & 0.99914 & 0.010178 & 0.95 & 2.8512 & 0.07128 \\ \hline 
mixed & traingdm & 10 & 0.042148 & 0.010372 & 0.275 & 41.2646 & 1.0316 \\ \hline 
mixed & traingdm & 15 & 0.03739 & 0.010389 & 0.275 & 55.4331 & 1.3858 \\ \hline 
mixed & traingdm & 20 & 0.097941 & 0.010092 & 0.775 & 10.2777 & 0.25694 \\ \hline 
mixed & traingdm & 25 & 0.043279 & 0.010731 & 0.2 & 125.1939 & 3.1298 \\ \hline 
mixed & traingdm & 30 & 0.037668 & 0.0099747 & 0.475 & 50.299 & 1.2575 \\ \hline 
mixed & traingdm & 35 & 0.03755 & 0.010835 & 0.2 & 86.6243 & 2.1656 \\ \hline 
mixed & traingdm & 40 & 0.03719 & 0.010398 & 0.175 & 77.4177 & 1.9354 \\ \hline 
mixed & traingdm & 45 & 0.04046 & 0.010281 & 0.15 & 133.5989 & 3.34 \\ \hline 
mixed & traingdm & 50 & 0.044342 & 0.009652 & 0.325 & 32.1041 & 0.8026 \\ \hline 
mixed & traingdm & 60 & 0.038386 & 0.010497 & 0.275 & 51.9604 & 1.299 \\ \hline 
mixed & traingdm & 70 & 0.037728 & 0.011434 & 0.15 & 138.547 & 3.4637 \\ \hline 
mixed & traingdm & 80 & 0.03556 & 0.01058 & 0.225 & 106.4129 & 2.6603 \\ \hline 
mixed & traingdm & 90 & 0.034331 & 0.010612 & 0.25 & 163.7601 & 4.094 \\ \hline 
mixed & traingdm & 100 & 0.035524 & 0.010438 & 0.075 & 201.1874 & 5.0297 \\ \hline 
mixed & traingdm & 120 & 0.036636 & 0.01066 & 0.15 & 324.4978 & 8.1124 \\ \hline 
mixed & traingdm & 140 & 0.039827 & 0.010356 & 0.175 & 259.0306 & 6.4758 \\ \hline 
mixed & traingdm & 160 & 0.037343 & 0.011203 & 0.175 & 282.94 & 7.0735 \\ \hline 
mixed & traingdm & 180 & 0.038595 & 0.010522 & 0.2 & 201.0899 & 5.0272 \\ \hline 
mixed & traingdm & 200 & 0.037845 & 0.010814 & 0.025 & 363.8815 & 9.097 \\ \hline 
mixed & traingdm & 250 & 0.062984 & 0.01065 & 0.075 & 458.9936 & 11.4748 \\ \hline 
mixed & traingdm & 300 & 0.062479 & 0.011158 & 0.4 & 190.5117 & 4.7628 \\ \hline 
mixed & traingdm & 350 & 0.1036 & 0.010878 & 0.425 & 33.2498 & 0.83125 \\ \hline 
mixed & traingd & 1 & 0.92372 & 0.010288 & 0.725 & 7.3701 & 0.18425 \\ \hline 
mixed & traingd & 2 & 0.95174 & 0.0096227 & 0.875 & 5.3256 & 0.13314 \\ \hline 
mixed & traingd & 3 & 0.95943 & 0.0101 & 0.925 & 4.4634 & 0.11159 \\ \hline 
mixed & traingd & 4 & 0.94062 & 0.0097787 & 0.925 & 3.3864 & 0.084659 \\ \hline 
mixed & traingd & 5 & 0.95724 & 0.010006 & 0.825 & 4.2594 & 0.10648 \\ \hline 
mixed & traingd & 6 & 0.94889 & 0.011678 & 0.975 & 3.0205 & 0.075513 \\ \hline 
mixed & traingd & 7 & 0.97131 & 0.010053 & 0.975 & 2.7777 & 0.069443 \\ \hline 
mixed & traingd & 8 & 0.96182 & 0.010047 & 0.9 & 3.8072 & 0.09518 \\ \hline 
mixed & traingd & 9 & 0.96483 & 0.0099591 & 0.875 & 4.3735 & 0.10934 \\ \hline 
mixed & traingd & 10 & 0.95107 & 0.010267 & 0.95 & 2.7053 & 0.067632 \\ \hline 
mixed & traingd & 15 & 0.98113 & 0.010127 & 0.9 & 3.8955 & 0.097387 \\ \hline 
mixed & traingd & 20 & 0.036615 & 0.010497 & 0.5 & 21.562 & 0.53905 \\ \hline 
mixed & traingd & 25 & 0.038159 & 0.010074 & 0.5 & 58.5666 & 1.4642 \\ \hline 
mixed & traingd & 30 & 0.031588 & 0.010709 & 0.275 & 55.0225 & 1.3756 \\ \hline 
mixed & traingd & 35 & 1.0767 & 0.010508 & 0.95 & 2.5959 & 0.064898 \\ \hline 
mixed & traingd & 40 & 1.0701 & 0.011091 & 0.9 & 4.1827 & 0.10457 \\ \hline 
mixed & traingd & 45 & 1.0886 & 0.010108 & 0.975 & 2.78 & 0.069499 \\ \hline 
mixed & traingd & 50 & 0.032509 & 0.010051 & 0.325 & 117.3153 & 2.9329 \\ \hline 
mixed & traingd & 60 & 0.033801 & 0.0097689 & 0.2 & 255.1375 & 6.3784 \\ \hline 
mixed & traingd & 70 & 1.1701 & 0.010709 & 0.825 & 5.8725 & 0.14681 \\ \hline 
mixed & traingd & 80 & 1.252 & 0.010566 & 0.775 & 5.6937 & 0.14234 \\ \hline 
mixed & traingd & 90 & 1.2653 & 0.010452 & 0.7 & 10.5337 & 0.26334 \\ \hline 
mixed & traingd & 100 & 1.2846 & 0.010549 & 0.85 & 6.626 & 0.16565 \\ \hline 
mixed & traingd & 120 & 1.3423 & 0.010718 & 0.775 & 6.6627 & 0.16657 \\ \hline 
mixed & traingd & 140 & 1.4029 & 0.0106 & 0.725 & 7.0889 & 0.17722 \\ \hline 
mixed & traingd & 160 & 1.4384 & 0.010491 & 0.8 & 9.1264 & 0.22816 \\ \hline 
mixed & traingd & 180 & 1.4822 & 0.010752 & 0.75 & 15.7834 & 0.39458 \\ \hline 
mixed & traingd & 200 & 0.042196 & 0.010854 & 0.05 & 887.6674 & 22.1917 \\ \hline 
mixed & traingd & 250 & 0.041302 & 0.010728 & 0.075 & 546.3426 & 13.6586 \\ \hline 
mixed & traingd & 300 & 0.039243 & 0.011063 & 0.05 & 1017.2676 & 25.4317 \\ \hline 
mixed & traingd & 350 & 0.040916 & 0.010891 & 0.05 & 1070.6358 & 26.7659 \\ \hline 
\end{longtable}