| UNUS | 0% | 5% | 10% | 15% | 20% | SENS | 0% | 5% | 10% | 15% | 20% | FCNF | 0% | 5% | 10% | 15% | 20% | |||||
| automobiles | SDIGA | 0.0120 | 0.0125 | 0.0041 | 0.0055 | 0.0046 | automobiles | SDIGA | 0.9801 | 0.8425 | 0.8592 | 0.9082 | 0.9170 | automobiles | SDIGA | 0.1866 | 0.2081 | 0.1832 | 0.1813 | 0.1728 | ||
| NMEEFSD | 0.0888 | 0.0773 | 0.1285 | 0.0974 | 0.0989 | NMEEFSD | 0.6430 | 0.9280 | 0.9082 | 0.8636 | 0.9200 | NMEEFSD | 0.6680 | 0.7745 | 0.7471 | 0.7356 | 0.7680 | |||||
| FUGEPSD | 0.0806 | 0.0392 | 0.0539 | 0.0407 | 0.0539 | FUGEPSD | 0.4741 | 0.1205 | 0.2569 | 0.2504 | 0.2304 | FUGEPSD | 0.6760 | 0.3195 | 0.4326 | 0.3239 | 0.4320 | |||||
| balance | SDIGA | 0.0524 | 0.0582 | 0.0590 | 0.0581 | 0.0593 | balance | SDIGA | 0.5294 | 0.5386 | 0.5638 | 0.6171 | 0.6073 | balance | SDIGA | 0.6161 | 0.6527 | 0.6648 | 0.6066 | 0.6273 | ||
| NMEEFSD | 0.0894 | 0.0996 | 0.0964 | 0.0939 | 0.0939 | NMEEFSD | 0.5986 | 0.6019 | 0.5960 | 0.5894 | 0.5957 | NMEEFSD | 0.6818 | 0.7445 | 0.7374 | 0.7305 | 0.7244 | |||||
| FUGEPSD | 0.0646 | 0.0636 | 0.0431 | 0.0631 | 0.0769 | FUGEPSD | 0.5243 | 0.4455 | 0.4095 | 0.5192 | 0.5510 | FUGEPSD | 0.6727 | 0.5655 | 0.5128 | 0.6647 | 0.6916 | |||||
| banana | SDIGA | 0.0254 | 0.0252 | 0.0245 | 0.0233 | 0.0199 | banana | SDIGA | 0.9994 | 0.9994 | 0.9992 | 0.9994 | 0.9995 | banana | SDIGA | 0.5367 | 0.5360 | 0.5349 | 0.5328 | 0.5278 | ||
| NMEEFSD | 0.0158 | 0.0189 | 0.0184 | 0.0186 | 0.0173 | NMEEFSD | 0.9997 | 0.9997 | 0.9997 | 0.9997 | 0.9999 | NMEEFSD | 0.5700 | 0.6027 | 0.5996 | 0.6046 | 0.6086 | |||||
| FUGEPSD | 0.0539 | 0.0427 | 0.0539 | 0.0325 | 0.0427 | FUGEPSD | 0.4692 | 0.5745 | 0.4692 | 0.6791 | 0.5745 | FUGEPSD | 0.7183 | 0.6903 | 0.7183 | 0.6602 | 0.6903 | |||||
| car | SDIGA | 0.0212 | 0.0259 | 0.0235 | 0.0246 | 0.0203 | car | SDIGA | 0.2404 | 0.2926 | 0.2952 | 0.2812 | 0.2403 | car | SDIGA | 0.8666 | 0.8276 | 0.8156 | 0.8374 | 0.8591 | ||
| NMEEFSD | 0.1009 | 0.1003 | 0.0970 | 0.0975 | 0.0948 | NMEEFSD | 0.4808 | 0.4832 | 0.4786 | 0.4785 | 0.4826 | NMEEFSD | 1.0000 | 0.9987 | 0.9974 | 0.9949 | 0.9858 | |||||
| FUGEPSD | 0.0959 | 0.0966 | 0.0975 | 0.0975 | 0.0970 | FUGEPSD | 0.4570 | 0.4603 | 0.4645 | 0.4645 | 0.4620 | FUGEPSD | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | |||||
| cleveland | SDIGA | 0.0178 | 0.0313 | 0.0229 | 0.0326 | 0.0290 | cleveland | SDIGA | 0.3210 | 0.6931 | 0.6202 | 0.6765 | 0.6934 | cleveland | SDIGA | 0.3811 | 0.3849 | 0.3799 | 0.4124 | 0.3958 | ||
| NMEEFSD | 0.1188 | 0.1215 | 0.1266 | 0.1025 | 0.1232 | NMEEFSD | 0.8569 | 0.8824 | 0.8512 | 0.8697 | 0.8704 | NMEEFSD | 0.7564 | 0.8699 | 0.9025 | 0.8733 | 0.8853 | |||||
| FUGEPSD | 0.1022 | 0.0898 | 0.0843 | 0.0850 | 0.0701 | FUGEPSD | 0.7621 | 0.6610 | 0.6027 | 0.6662 | 0.6139 | FUGEPSD | 0.7967 | 0.6625 | 0.6190 | 0.6587 | 0.5888 | |||||
| contraceptive | SDIGA | -0.0001 | 0.0088 | 0.0039 | 0.0017 | 0.0042 | contraceptive | SDIGA | 0.2194 | 0.6536 | 0.8005 | 0.6399 | 0.5632 | contraceptive | SDIGA | 0.2190 | 0.4585 | 0.4124 | 0.3496 | 0.4080 | ||
| NMEEFSD | 0.0324 | 0.0452 | 0.0458 | 0.0504 | 0.0432 | NMEEFSD | 0.4432 | 0.5049 | 0.5205 | 0.4957 | 0.5039 | NMEEFSD | 0.5982 | 0.6827 | 0.6228 | 0.7219 | 0.6703 | |||||
| FUGEPSD | 0.0268 | 0.0565 | 0.0574 | 0.0560 | 0.0339 | FUGEPSD | 0.2130 | 0.6361 | 0.6420 | 0.6302 | 0.4089 | FUGEPSD | 0.6945 | 0.5075 | 0.5098 | 0.5067 | 0.5778 | |||||
| dermatology | SDIGA | 0.0143 | 0.0083 | 0.0095 | 0.0090 | 0.0121 | dermatology | SDIGA | 0.8273 | 0.8431 | 0.8352 | 0.7917 | 0.8038 | dermatology | SDIGA | 0.2077 | 0.1920 | 0.1902 | 0.1964 | 0.2269 | ||
| NMEEFSD | 0.1581 | 0.1612 | 0.1616 | 0.1554 | 0.1545 | NMEEFSD | 0.9942 | 0.9988 | 0.9956 | 0.9930 | 0.9899 | NMEEFSD | 0.7784 | 0.7804 | 0.7780 | 0.7628 | 0.7657 | |||||
| FUGEPSD | 0.1216 | 0.1196 | 0.1207 | 0.1204 | 0.1188 | FUGEPSD | 0.9495 | 0.9406 | 0.9520 | 0.9380 | 0.9347 | FUGEPSD | 0.8113 | 0.7986 | 0.7926 | 0.8018 | 0.7964 | |||||
| ecoli | SDIGA | 0.0245 | 0.0320 | 0.0260 | 0.0304 | 0.0350 | ecoli | SDIGA | 0.9027 | 0.7057 | 0.7014 | 0.7236 | 0.7772 | ecoli | SDIGA | 0.5095 | 0.5743 | 0.6313 | 0.6050 | 0.5217 | ||
| NMEEFSD | 0.0343 | 0.0718 | 0.0843 | 0.0651 | 0.0793 | NMEEFSD | 0.9691 | 0.9878 | 0.9891 | 0.9893 | 0.9779 | NMEEFSD | 0.8185 | 0.8103 | 0.7960 | 0.8462 | 0.8034 | |||||
| FUGEPSD | 0.0791 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | FUGEPSD | 0.8121 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | FUGEPSD | 0.6827 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | |||||
| flare | SDIGA | 0.0185 | 0.0170 | 0.0180 | 0.0164 | 0.0145 | flare | SDIGA | 0.3793 | 0.5793 | 0.4843 | 0.4464 | 0.6281 | flare | SDIGA | 0.3359 | 0.2549 | 0.2479 | 0.2733 | 0.1851 | ||
| NMEEFSD | 0.1571 | 0.1315 | 0.1281 | 0.1242 | 0.1329 | NMEEFSD | 0.9922 | 0.8116 | 0.8512 | 0.8463 | 0.7700 | NMEEFSD | 1.0000 | 0.8654 | 0.8727 | 0.8808 | 0.8688 | |||||
| FUGEPSD | 0.1657 | 0.1451 | 0.1451 | 0.1343 | 0.1562 | FUGEPSD | 0.9932 | 0.8766 | 0.8766 | 0.8193 | 0.9432 | FUGEPSD | 1.0000 | 0.8933 | 0.8933 | 0.8600 | 0.9600 | |||||
| german | SDIGA | 0.0023 | -0.0009 | 0.0017 | 0.0019 | -0.0004 | german | SDIGA | 0.9006 | 0.8762 | 0.8697 | 0.9409 | 0.9464 | german | SDIGA | 0.5351 | 0.5807 | 0.5467 | 0.5458 | 0.5503 | ||
| NMEEFSD | 0.0329 | 0.0341 | 0.0320 | 0.0352 | 0.0286 | NMEEFSD | 0.7704 | 0.8098 | 0.7822 | 0.7901 | 0.7436 | NMEEFSD | 0.7669 | 0.8408 | 0.8237 | 0.8182 | 0.8527 | |||||
| FUGEPSD | 0.0246 | 0.0263 | 0.0253 | 0.0263 | 0.0240 | FUGEPSD | 0.8162 | 0.7983 | 0.8128 | 0.8270 | 0.8097 | FUGEPSD | 0.7616 | 0.7607 | 0.7574 | 0.7733 | 0.7491 | |||||
| hayes-roth | SDIGA | 0.0414 | 0.0520 | 0.0691 | 0.0582 | 0.0529 | hayes-roth | SDIGA | 0.7104 | 0.6373 | 0.6771 | 0.6840 | 0.7013 | hayes-roth | SDIGA | 0.6912 | 0.7899 | 0.8168 | 0.7677 | 0.7729 | ||
| NMEEFSD | 0.0767 | 0.0875 | 0.0895 | 0.0900 | 0.0827 | NMEEFSD | 0.5015 | 0.5481 | 0.5781 | 0.6031 | 0.5419 | NMEEFSD | 0.8810 | 0.8807 | 0.9054 | 0.9207 | 0.9357 | |||||
| FUGEPSD | 0.0270 | 0.0247 | 0.0308 | 0.0603 | 0.0232 | FUGEPSD | 0.4800 | 0.4200 | 0.4045 | 0.5273 | 0.3291 | FUGEPSD | 0.4494 | 0.4559 | 0.3984 | 0.5493 | 0.3918 | |||||
| heart | SDIGA | 0.0605 | 0.0801 | 0.0665 | 0.0736 | 0.0760 | heart | SDIGA | 0.9205 | 0.8193 | 0.8455 | 0.8268 | 0.8431 | heart | SDIGA | 0.6279 | 0.7394 | 0.7147 | 0.7380 | 0.7075 | ||
| NMEEFSD | 0.1156 | 0.1333 | 0.1363 | 0.1385 | 0.1116 | NMEEFSD | 0.8517 | 0.8676 | 0.8479 | 0.8702 | 0.8507 | NMEEFSD | 0.7569 | 0.7845 | 0.7887 | 0.7936 | 0.7650 | |||||
| FUGEPSD | 0.0860 | 0.0887 | 0.0856 | 0.0837 | 0.0803 | FUGEPSD | 0.7252 | 0.7181 | 0.7051 | 0.7076 | 0.7241 | FUGEPSD | 0.7306 | 0.7302 | 0.7366 | 0.7469 | 0.7408 | |||||
| ionosphere | SDIGA | 0.0262 | 0.0227 | 0.0307 | 0.0297 | 0.0324 | ionosphere | SDIGA | 0.8371 | 0.8359 | 0.8551 | 0.8667 | 0.8111 | ionosphere | SDIGA | 0.5899 | 0.5835 | 0.5951 | 0.6141 | 0.6054 | ||
| NMEEFSD | 0.1256 | 0.1305 | 0.1238 | 0.1237 | 0.1171 | NMEEFSD | 0.9769 | 0.9921 | 0.9658 | 0.9767 | 0.9520 | NMEEFSD | 0.8337 | 0.8640 | 0.8593 | 0.8514 | 0.8515 | |||||
| FUGEPSD | 0.1845 | 0.1732 | 0.1660 | 0.1594 | 0.1656 | FUGEPSD | 0.9507 | 0.9565 | 0.9692 | 0.9753 | 0.9697 | FUGEPSD | 0.9587 | 0.9191 | 0.9123 | 0.9011 | 0.8972 | |||||
| iris | SDIGA | 0.1811 | 0.1848 | 0.1806 | 0.1606 | 0.1832 | iris | SDIGA | 1.0000 | 1.0000 | 1.0000 | 0.9814 | 0.9942 | iris | SDIGA | 0.9357 | 0.9430 | 0.9238 | 0.9254 | 0.9352 | ||
| NMEEFSD | 0.1912 | 0.1937 | 0.1892 | 0.1863 | 0.1913 | NMEEFSD | 1.0000 | 1.0000 | 1.0000 | 0.9887 | 0.9924 | NMEEFSD | 0.9222 | 0.9276 | 0.9036 | 0.9103 | 0.9236 | |||||
| FUGEPSD | 0.1244 | 0.1244 | 0.1244 | 0.1283 | 0.1176 | FUGEPSD | 0.9650 | 0.9650 | 0.9650 | 0.9730 | 0.9220 | FUGEPSD | 0.8844 | 0.8846 | 0.8835 | 0.8741 | 0.8839 | |||||
| led7digit | SDIGA | 0.0580 | 0.0745 | 0.0714 | 0.0740 | 0.0708 | led7digit | SDIGA | 0.7903 | 0.8394 | 0.8145 | 0.8369 | 0.7944 | led7digit | SDIGA | 0.6193 | 0.8831 | 0.8659 | 0.8686 | 0.8688 | ||
| NMEEFSD | 0.0673 | 0.0826 | 0.0799 | 0.0826 | 0.0788 | NMEEFSD | 0.8150 | 0.9550 | 0.9369 | 0.9487 | 0.9468 | NMEEFSD | 0.6629 | 0.7799 | 0.7617 | 0.7906 | 0.7731 | |||||
| FUGEPSD | 0.0614 | 0.0631 | 0.0615 | 0.0646 | 0.0599 | FUGEPSD | 0.7623 | 0.7422 | 0.7329 | 0.7607 | 0.7224 | FUGEPSD | 0.6376 | 0.6816 | 0.6592 | 0.6531 | 0.6465 | |||||
| magic | SDIGA | 0.0289 | 0.0387 | 0.0408 | 0.0411 | 0.0359 | magic | SDIGA | 0.8931 | 0.9234 | 0.9178 | 0.9278 | 0.8894 | magic | SDIGA | 0.7182 | 0.8463 | 0.7618 | 0.7759 | 0.7683 | ||
| NMEEFSD | 0.0591 | 0.0651 | 0.0663 | 0.0621 | 0.0656 | NMEEFSD | 0.9537 | 0.9589 | 0.9548 | 0.9584 | 0.9529 | NMEEFSD | 0.7404 | 0.7838 | 0.7868 | 0.7783 | 0.7781 | |||||
| FUGEPSD | 0.0475 | 0.0515 | 0.0554 | 0.0560 | 0.0541 | FUGEPSD | 0.9413 | 0.9235 | 0.9101 | 0.9128 | 0.9201 | FUGEPSD | 0.7420 | 0.7537 | 0.7636 | 0.7651 | 0.7758 | |||||
| monk-2 | SDIGA | 0.0999 | 0.0897 | 0.0843 | 0.0683 | 0.0711 | monk-2 | SDIGA | 0.6390 | 0.5732 | 0.5432 | 0.4599 | 0.4788 | monk-2 | SDIGA | 0.8299 | 0.8433 | 0.8447 | 0.8477 | 0.8419 | ||
| NMEEFSD | 0.1227 | 0.1207 | 0.1189 | 0.1160 | 0.1055 | NMEEFSD | 0.6656 | 0.6600 | 0.6568 | 0.6489 | 0.6033 | NMEEFSD | 0.8194 | 0.8144 | 0.8146 | 0.8048 | 0.8143 | |||||
| FUGEPSD | 0.0631 | 0.0745 | 0.0631 | 0.0669 | 0.0745 | FUGEPSD | 0.4206 | 0.4747 | 0.4206 | 0.4021 | 0.4747 | FUGEPSD | 0.7422 | 0.7652 | 0.7422 | 0.7782 | 0.7652 | |||||
| newthyroid | SDIGA | 0.0575 | 0.0645 | 0.0620 | 0.0577 | 0.0655 | newthyroid | SDIGA | 0.7717 | 0.9197 | 0.8312 | 0.8029 | 0.9667 | newthyroid | SDIGA | 0.9861 | 0.9834 | 0.9928 | 0.9840 | 0.9832 | ||
| NMEEFSD | 0.1088 | 0.1004 | 0.1099 | 0.0998 | 0.0999 | NMEEFSD | 1.0000 | 0.9997 | 0.9991 | 1.0000 | 1.0000 | NMEEFSD | 0.8498 | 0.8633 | 0.8760 | 0.8351 | 0.8527 | |||||
| FUGEPSD | 0.0763 | 0.0900 | 0.0792 | 0.0754 | 0.0690 | FUGEPSD | 0.9100 | 0.9267 | 0.9176 | 0.9101 | 0.8927 | FUGEPSD | 0.8507 | 0.8948 | 0.8630 | 0.8484 | 0.9119 | |||||
| nursery | SDIGA | 0.0551 | 0.0596 | 0.0555 | 0.0554 | 0.0524 | nursery | SDIGA | 0.4446 | 0.4233 | 0.3979 | 0.4885 | 0.4482 | nursery | SDIGA | 0.7096 | 0.6642 | 0.7387 | 0.6708 | 0.7427 | ||
| NMEEFSD | 0.2001 | 0.1764 | 0.1306 | 0.1036 | 0.1625 | NMEEFSD | 1.0000 | 0.8719 | 0.8793 | 0.8834 | 0.9157 | NMEEFSD | 1.0000 | 0.8362 | 0.8558 | 0.8773 | 0.9130 | |||||
| FUGEPSD | 0.0888 | 0.0000 | 0.0646 | 0.1080 | 0.1765 | FUGEPSD | 0.0000 | 0.0000 | 0.1103 | 0.1103 | 0.7103 | FUGEPSD | 0.4000 | 0.0000 | 0.3099 | 0.5152 | 0.8047 | |||||
| page-blocks | SDIGA | 0.0009 | 0.0009 | 0.0013 | 0.0006 | 0.0010 | page-blocks | SDIGA | 0.9045 | 0.9221 | 0.8223 | 0.8983 | 0.9226 | page-blocks | SDIGA | 0.3086 | 0.2835 | 0.3612 | 0.2512 | 0.2960 | ||
| NMEEFSD | 0.0142 | 0.0139 | 0.0145 | 0.0133 | 0.0148 | NMEEFSD | 0.9994 | 0.9997 | 0.9996 | 0.9996 | 0.9996 | NMEEFSD | 0.9173 | 0.9258 | 0.9261 | 0.9242 | 0.9234 | |||||
| FUGEPSD | 0.0327 | 0.0339 | 0.0317 | 0.0356 | 0.0337 | FUGEPSD | 0.8978 | 0.8876 | 0.8928 | 0.8917 | 0.8865 | FUGEPSD | 0.8749 | 0.8308 | 0.8423 | 0.8626 | 0.8527 | |||||
| penbased | SDIGA | 0.0200 | 0.0209 | 0.0192 | 0.0169 | 0.0213 | penbased | SDIGA | 0.5138 | 0.5444 | 0.4884 | 0.4378 | 0.5488 | penbased | SDIGA | 0.6613 | 0.7029 | 0.6293 | 0.5984 | 0.6348 | ||
| NMEEFSD | 0.0611 | 0.0608 | 0.0622 | 0.0622 | 0.0617 | NMEEFSD | 0.7338 | 0.7320 | 0.7418 | 0.7503 | 0.7354 | NMEEFSD | 0.9642 | 0.9676 | 0.9681 | 0.9629 | 0.9644 | |||||
| FUGEPSD | 0.0739 | 0.0740 | 0.0741 | 0.0741 | 0.0729 | FUGEPSD | 0.9318 | 0.9319 | 0.9300 | 0.9291 | 0.9194 | FUGEPSD | 0.8449 | 0.8451 | 0.8485 | 0.8503 | 0.8543 | |||||
| phoneme | SDIGA | 0.0221 | 0.0227 | 0.0211 | 0.0252 | 0.0220 | phoneme | SDIGA | 0.9059 | 0.8921 | 0.8356 | 0.9055 | 0.8349 | phoneme | SDIGA | 0.5943 | 0.6259 | 0.5354 | 0.6255 | 0.4876 | ||
| NMEEFSD | 0.0256 | 0.0241 | 0.0239 | 0.0242 | 0.0240 | NMEEFSD | 0.9995 | 0.9994 | 0.9995 | 0.9995 | 0.9995 | NMEEFSD | 0.7460 | 0.7576 | 0.7539 | 0.7636 | 0.7478 | |||||
| FUGEPSD | 0.0695 | 0.0730 | 0.0760 | 0.0672 | 0.0766 | FUGEPSD | 0.8345 | 0.8171 | 0.8072 | 0.8405 | 0.8046 | FUGEPSD | 0.7754 | 0.7318 | 0.7324 | 0.7596 | 0.7305 | |||||
| pima | SDIGA | 0.0451 | 0.0669 | 0.0571 | 0.0579 | 0.0586 | pima | SDIGA | 0.7177 | 0.7859 | 0.7204 | 0.7331 | 0.7787 | pima | SDIGA | 0.4495 | 0.5753 | 0.5267 | 0.7230 | 0.5738 | ||
| NMEEFSD | 0.0653 | 0.0872 | 0.0797 | 0.0860 | 0.0918 | NMEEFSD | 0.9578 | 0.9566 | 0.9649 | 0.9596 | 0.9548 | NMEEFSD | 0.7487 | 0.8205 | 0.8201 | 0.8223 | 0.8114 | |||||
| FUGEPSD | 0.0417 | 0.0451 | 0.0442 | 0.0433 | 0.0442 | FUGEPSD | 0.8153 | 0.8116 | 0.8179 | 0.8226 | 0.8076 | FUGEPSD | 0.7958 | 0.7923 | 0.7877 | 0.7702 | 0.8001 | |||||
| ring | SDIGA | 0.0685 | 0.0575 | 0.0564 | 0.0548 | 0.0607 | ring | SDIGA | 0.8157 | 0.6337 | 0.7391 | 0.6545 | 0.6626 | ring | SDIGA | 0.5307 | 0.4198 | 0.4698 | 0.4260 | 0.4416 | ||
| NMEEFSD | 0.1540 | 0.1399 | 0.1376 | 0.1277 | 0.1261 | NMEEFSD | 1.0000 | 1.0000 | 0.9998 | 0.9994 | 0.9995 | NMEEFSD | 0.7374 | 0.7227 | 0.7217 | 0.7118 | 0.7086 | |||||
| FUGEPSD | 0.0400 | 0.0559 | 0.0573 | 0.0599 | 0.0468 | FUGEPSD | 0.8339 | 0.8412 | 0.8383 | 0.8485 | 0.8475 | FUGEPSD | 0.8160 | 0.8368 | 0.8293 | 0.8358 | 0.8177 | |||||
| segment | SDIGA | 0.0191 | 0.0167 | 0.0127 | 0.0162 | 0.0121 | segment | SDIGA | 0.9359 | 0.9050 | 0.9214 | 0.9138 | 0.8806 | segment | SDIGA | 0.2653 | 0.2629 | 0.1863 | 0.2403 | 0.1972 | ||
| NMEEFSD | 0.1160 | 0.1224 | 0.1170 | 0.1181 | 0.1206 | NMEEFSD | 0.9986 | 1.0000 | 1.0000 | 0.9978 | 0.9985 | NMEEFSD | 1.0000 | 0.9962 | 0.9682 | 0.9749 | 0.9813 | |||||
| FUGEPSD | 0.0820 | 0.0779 | 0.0799 | 0.0770 | 0.0779 | FUGEPSD | 0.9378 | 0.9354 | 0.9456 | 0.9440 | 0.9537 | FUGEPSD | 0.8067 | 0.8306 | 0.8530 | 0.8291 | 0.8262 | |||||
| shuttle | SDIGA | 0.0234 | 0.0253 | 0.0228 | 0.0272 | 0.0226 | shuttle | SDIGA | 0.7381 | 0.7340 | 0.7574 | 0.8551 | 0.9651 | shuttle | SDIGA | 0.3748 | 0.3848 | 0.3807 | 0.2682 | 0.3384 | ||
| NMEEFSD | 0.0657 | 0.0632 | 0.0610 | 0.0642 | 0.0644 | NMEEFSD | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.9998 | NMEEFSD | 0.8785 | 0.8749 | 0.8731 | 0.8727 | 0.8710 | |||||
| FUGEPSD | 0.0591 | 0.0234 | 0.0240 | 0.0000 | 0.0000 | FUGEPSD | 0.9586 | 0.3826 | 0.3832 | 0.0000 | 0.0000 | FUGEPSD | 0.9077 | 0.3670 | 0.3591 | 0.0000 | 0.0000 | |||||
| sonar | SDIGA | 0.0222 | 0.0209 | 0.0282 | 0.0174 | 0.0053 | sonar | SDIGA | 0.9882 | 0.9946 | 0.9321 | 0.9941 | 0.8724 | sonar | SDIGA | 0.5432 | 0.5414 | 0.5536 | 0.5402 | 0.5163 | ||
| NMEEFSD | 0.1177 | 0.1203 | 0.0610 | 0.1193 | 0.0895 | NMEEFSD | 0.9530 | 0.9525 | 1.0000 | 0.9400 | 0.9662 | NMEEFSD | 0.7502 | 0.7531 | 0.8731 | 0.7678 | 0.7445 | |||||
| FUGEPSD | 0.0589 | 0.0629 | 0.0632 | 0.0604 | 0.0472 | FUGEPSD | 0.7205 | 0.7171 | 0.7208 | 0.7213 | 0.6656 | FUGEPSD | 0.7277 | 0.7858 | 0.7764 | 0.7965 | 0.6654 | |||||
| spambase | SDIGA | 0.0003 | 0.0004 | 0.0003 | 0.0002 | 0.0005 | spambase | SDIGA | 0.9611 | 0.9995 | 0.9395 | 0.9993 | 0.8846 | spambase | SDIGA | 0.4939 | 0.5124 | 0.4778 | 0.4942 | 0.4810 | ||
| NMEEFSD | 0.0377 | 0.0402 | 0.0390 | 0.0381 | 0.0385 | NMEEFSD | 0.9946 | 0.9952 | 0.9946 | 0.9947 | 0.9939 | NMEEFSD | 0.6482 | 0.6575 | 0.6566 | 0.6570 | 0.6478 | |||||
| FUGEPSD | 0.0477 | 0.0481 | 0.0504 | 0.0494 | 0.0448 | FUGEPSD | 0.9482 | 0.9457 | 0.9450 | 0.9440 | 0.9492 | FUGEPSD | 0.8113 | 0.8111 | 0.8140 | 0.8140 | 0.8097 | |||||
| splice | SDIGA | 0.0064 | 0.0066 | 0.0069 | 0.0050 | 0.0065 | splice | SDIGA | 0.2701 | 0.2538 | 0.2981 | 0.2667 | 0.2792 | splice | SDIGA | 0.3389 | 0.3177 | 0.3622 | 0.3329 | 0.3362 | ||
| NMEEFSD | 0.0833 | 0.0956 | 0.0861 | 0.0735 | 0.0776 | NMEEFSD | 0.5348 | 0.5892 | 0.5470 | 0.4646 | 0.4988 | NMEEFSD | 0.7395 | 0.7575 | 0.7431 | 0.7532 | 0.7311 | |||||
| FUGEPSD | 0.1557 | 0.1552 | 0.1561 | 0.1557 | 0.1532 | FUGEPSD | 0.9933 | 0.9739 | 0.9689 | 0.9933 | 0.9545 | FUGEPSD | 0.6950 | 0.7269 | 0.7483 | 0.6950 | 0.7322 | |||||
| thyroid | SDIGA | 0.0016 | 0.0016 | 0.0014 | 0.0010 | 0.0008 | thyroid | SDIGA | 0.9967 | 0.9479 | 0.9649 | 0.9669 | 0.9585 | thyroid | SDIGA | 0.4203 | 0.4258 | 0.4318 | 0.4022 | 0.3937 | ||
| NMEEFSD | 0.0064 | 0.0067 | 0.0066 | 0.0067 | 0.0073 | NMEEFSD | 0.9610 | 0.9562 | 0.9632 | 0.9510 | 0.8871 | NMEEFSD | 0.9327 | 0.9286 | 0.9190 | 0.9103 | 0.9051 | |||||
| FUGEPSD | 0.0051 | 0.0043 | 0.0037 | 0.0048 | 0.0042 | FUGEPSD | 0.8877 | 0.9158 | 0.9091 | 0.9169 | 0.9125 | FUGEPSD | 0.8438 | 0.8573 | 0.7887 | 0.8562 | 0.8916 | |||||
| twonorm | SDIGA | 0.0459 | 0.0463 | 0.0463 | 0.0459 | 0.0429 | twonorm | SDIGA | 0.9992 | 0.9992 | 0.9990 | 0.9991 | 0.9991 | twonorm | SDIGA | 0.5611 | 0.5624 | 0.5649 | 0.5621 | 0.5579 | ||
| NMEEFSD | 0.0684 | 0.0695 | 0.0672 | 0.0662 | 0.0662 | NMEEFSD | 0.9976 | 0.9975 | 0.9977 | 0.9977 | 0.9973 | NMEEFSD | 0.6181 | 0.6274 | 0.6133 | 0.6128 | 0.6298 | |||||
| FUGEPSD | 0.0800 | 0.0823 | 0.0864 | 0.0883 | 0.0793 | FUGEPSD | 0.7469 | 0.7425 | 0.7301 | 0.7323 | 0.7676 | FUGEPSD | 0.7785 | 0.7843 | 0.7950 | 0.7990 | 0.7703 | |||||
| vehicle | SDIGA | 0.0212 | 0.0163 | 0.0298 | 0.0294 | 0.0204 | vehicle | SDIGA | 0.4888 | 0.4946 | 0.6445 | 0.6259 | 0.4916 | vehicle | SDIGA | 0.3051 | 0.3155 | 0.3837 | 0.3703 | 0.3279 | ||
| NMEEFSD | 0.1131 | 0.0990 | 0.1105 | 0.1157 | 0.1026 | NMEEFSD | 0.9725 | 0.7819 | 0.8617 | 0.9215 | 0.8244 | NMEEFSD | 0.5159 | 0.7408 | 0.6769 | 0.6078 | 0.6849 | |||||
| FUGEPSD | 0.0738 | 0.0729 | 0.0750 | 0.0715 | 0.0688 | FUGEPSD | 0.7593 | 0.7525 | 0.7492 | 0.7641 | 0.7562 | FUGEPSD | 0.6746 | 0.6716 | 0.6965 | 0.6486 | 0.6424 | |||||
| vowel | SDIGA | 0.0023 | 0.0026 | 0.0027 | 0.0030 | 0.0016 | vowel | SDIGA | 0.2060 | 0.2112 | 0.2155 | 0.2393 | 0.2111 | vowel | SDIGA | 0.0449 | 0.0478 | 0.0436 | 0.0466 | 0.0460 | ||
| NMEEFSD | 0.0608 | 0.0646 | 0.0600 | 0.0653 | 0.0639 | NMEEFSD | 0.9333 | 0.9309 | 0.9232 | 0.9403 | 0.9693 | NMEEFSD | 0.7117 | 0.7384 | 0.7151 | 0.7233 | 0.6702 | |||||
| FUGEPSD | 0.0489 | 0.0479 | 0.0459 | 0.0483 | 0.0488 | FUGEPSD | 0.7695 | 0.7611 | 0.7415 | 0.7472 | 0.7693 | FUGEPSD | 0.6226 | 0.6183 | 0.5927 | 0.6037 | 0.6039 | |||||
| wdbc | SDIGA | 0.0384 | 0.0317 | 0.0311 | 0.0188 | 0.0365 | wdbc | SDIGA | 0.9443 | 0.9305 | 0.9240 | 0.9954 | 0.9438 | wdbc | SDIGA | 0.6516 | 0.5945 | 0.6788 | 0.6225 | 0.5826 | ||
| NMEEFSD | 0.1633 | 0.1620 | 0.1668 | 0.1558 | 0.1529 | NMEEFSD | 0.9955 | 0.9947 | 0.9958 | 0.9935 | 0.9930 | NMEEFSD | 0.8753 | 0.8798 | 0.8790 | 0.8799 | 0.8619 | |||||
| FUGEPSD | 0.1307 | 0.1403 | 0.1377 | 0.1210 | 0.1163 | FUGEPSD | 0.9411 | 0.9451 | 0.9384 | 0.9450 | 0.9423 | FUGEPSD | 0.9848 | 0.9858 | 0.9856 | 0.9737 | 0.9719 | |||||
| wine | SDIGA | 0.0641 | 0.0594 | 0.0699 | 0.0570 | 0.0511 | wine | SDIGA | 0.8135 | 0.8054 | 0.8547 | 0.7563 | 0.7587 | wine | SDIGA | 0.7955 | 0.7733 | 0.8281 | 0.7515 | 0.7289 | ||
| NMEEFSD | 0.1806 | 0.1814 | 0.1718 | 0.1812 | 0.1770 | NMEEFSD | 1.0000 | 1.0000 | 0.9882 | 0.9945 | 0.9899 | NMEEFSD | 0.8281 | 0.8279 | 0.8046 | 0.8146 | 0.8258 | |||||
| FUGEPSD | 0.1355 | 0.1540 | 0.1377 | 0.1438 | 0.1361 | FUGEPSD | 0.9215 | 0.9085 | 0.9206 | 0.9198 | 0.9238 | FUGEPSD | 0.9352 | 0.9535 | 0.9399 | 0.9470 | 0.9389 | |||||
| yeast | SDIGA | 0.0292 | 0.0382 | 0.0396 | 0.0392 | 0.0372 | yeast | SDIGA | 0.9943 | 0.9676 | 0.9910 | 0.9571 | 0.9599 | yeast | SDIGA | 0.3969 | 0.6435 | 0.6178 | 0.5713 | 0.5354 | ||
| NMEEFSD | 0.0437 | 0.0809 | 0.0598 | 0.0408 | 0.0193 | NMEEFSD | 0.8974 | 0.9687 | 0.9842 | 0.9465 | 0.8333 | NMEEFSD | 0.6086 | 0.7334 | 0.7276 | 0.7848 | 0.7376 | |||||
| FUGEPSD | 0.0065 | 0.0119 | 0.0124 | 0.0097 | 0.0155 | FUGEPSD | 0.8194 | 0.6465 | 0.8361 | 0.6398 | 0.8150 | FUGEPSD | 0.8132 | 0.4923 | 0.7592 | 0.5199 | 0.6597 | |||||
| zoo | SDIGA | 0.0441 | 0.0380 | 0.0484 | 0.0353 | 0.0466 | zoo | SDIGA | 0.9118 | 0.7248 | 0.9195 | 0.8416 | 0.8166 | zoo | SDIGA | 0.2616 | 0.2507 | 0.2730 | 0.2438 | 0.2834 | ||
| NMEEFSD | 0.1475 | 0.1482 | 0.1512 | 0.1517 | 0.1516 | NMEEFSD | 1.0000 | 0.9979 | 1.0000 | 0.9945 | 1.0000 | NMEEFSD | 0.8374 | 0.8422 | 0.8427 | 0.8491 | 0.8336 | |||||
| FUGEPSD | 0.1019 | 0.0980 | 0.0927 | 0.1035 | 0.0744 | FUGEPSD | 0.7250 | 0.6714 | 0.6095 | 0.6821 | 0.4667 | FUGEPSD | 0.8429 | 0.7753 | 0.7325 | 0.8112 | 0.5539 | |||||