| UNUS | 0% | 5% | 10% | 15% | 20% | SENS | 0% | 5% | 10% | 15% | 20% | FCNF | 0% | 5% | 10% | 15% | 20% | |||||
| automobiles | SDIGA | 0.0120 | 0.0091 | 0.0093 | 0.0008 | -0.0007 | automobiles | SDIGA | 0.9801 | 0.9577 | 0.8658 | 0.9574 | 0.9609 | automobiles | SDIGA | 0.1866 | 0.1843 | 0.1887 | 0.1704 | 0.1729 | ||
| NMEEFSD | 0.0888 | 0.0856 | 0.1353 | 0.0854 | 0.0882 | NMEEFSD | 0.6430 | 0.6899 | 0.9161 | 0.6734 | 0.7958 | NMEEFSD | 0.6680 | 0.8086 | 0.6950 | 0.6902 | 0.7095 | |||||
| FUGEPSD | 0.0806 | 0.0753 | 0.0763 | 0.0764 | 0.0678 | FUGEPSD | 0.4741 | 0.4268 | 0.5797 | 0.4005 | 0.5201 | FUGEPSD | 0.6760 | 0.6702 | 0.6282 | 0.5828 | 0.5935 | |||||
| balance | SDIGA | 0.0524 | 0.0573 | 0.0615 | 0.0525 | 0.0584 | balance | SDIGA | 0.5294 | 0.5181 | 0.5701 | 0.5438 | 0.6286 | balance | SDIGA | 0.6161 | 0.6732 | 0.6504 | 0.6371 | 0.5873 | ||
| NMEEFSD | 0.0894 | 0.0961 | 0.0985 | 0.0921 | 0.0942 | NMEEFSD | 0.5986 | 0.6040 | 0.6008 | 0.5935 | 0.5992 | NMEEFSD | 0.6818 | 0.7227 | 0.7384 | 0.7115 | 0.7178 | |||||
| FUGEPSD | 0.0646 | 0.0652 | 0.0672 | 0.0629 | 0.0698 | FUGEPSD | 0.5243 | 0.5218 | 0.5336 | 0.5218 | 0.5440 | FUGEPSD | 0.6727 | 0.6763 | 0.6789 | 0.6672 | 0.6768 | |||||
| banana | SDIGA | 0.0254 | 0.0275 | 0.0274 | 0.0272 | 0.0248 | banana | SDIGA | 0.9994 | 0.9995 | 0.9995 | 0.9995 | 0.9994 | banana | SDIGA | 0.5367 | 0.5397 | 0.5395 | 0.5390 | 0.5355 | ||
| NMEEFSD | 0.0158 | 0.0193 | 0.0195 | 0.0196 | 0.0185 | NMEEFSD | 0.9997 | 1.0000 | 1.0000 | 1.0000 | 0.9999 | NMEEFSD | 0.5700 | 0.5939 | 0.5877 | 0.5917 | 0.5937 | |||||
| FUGEPSD | 0.0539 | 0.0539 | 0.0539 | 0.0539 | 0.0539 | FUGEPSD | 0.4692 | 0.4692 | 0.4692 | 0.4692 | 0.4692 | FUGEPSD | 0.7183 | 0.7183 | 0.7183 | 0.7183 | 0.7183 | |||||
| car | SDIGA | 0.0212 | 0.0248 | 0.0274 | 0.0240 | 0.0291 | car | SDIGA | 0.2404 | 0.2696 | 0.3096 | 0.2587 | 0.3687 | car | SDIGA | 0.8666 | 0.8615 | 0.8128 | 0.8714 | 0.7504 | ||
| NMEEFSD | 0.1009 | 0.1002 | 0.1004 | 0.1003 | 0.0991 | NMEEFSD | 0.4808 | 0.4848 | 0.4851 | 0.4831 | 0.4888 | NMEEFSD | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | |||||
| FUGEPSD | 0.0959 | 0.0962 | 0.0982 | 0.0982 | 0.0959 | FUGEPSD | 0.4570 | 0.4581 | 0.4678 | 0.4678 | 0.4570 | FUGEPSD | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | |||||
| cleveland | SDIGA | 0.0178 | 0.0300 | 0.0193 | 0.0202 | 0.0195 | cleveland | SDIGA | 0.3210 | 0.6333 | 0.4421 | 0.5108 | 0.4168 | cleveland | SDIGA | 0.3811 | 0.4071 | 0.4369 | 0.3542 | 0.3231 | ||
| NMEEFSD | 0.1188 | 0.1278 | 0.1299 | 0.1173 | 0.1234 | NMEEFSD | 0.8569 | 0.8370 | 0.8254 | 0.8319 | 0.8195 | NMEEFSD | 0.7564 | 0.8092 | 0.7990 | 0.7697 | 0.7716 | |||||
| FUGEPSD | 0.1022 | 0.1038 | 0.1020 | 0.1006 | 0.1028 | FUGEPSD | 0.7621 | 0.7785 | 0.7535 | 0.7600 | 0.7698 | FUGEPSD | 0.7967 | 0.7735 | 0.7754 | 0.7609 | 0.7904 | |||||
| contraceptive | SDIGA | -0.0001 | 0.0032 | 0.0013 | 0.0029 | 0.0001 | contraceptive | SDIGA | 0.2194 | 0.6065 | 0.6471 | 0.5865 | 0.6602 | contraceptive | SDIGA | 0.2190 | 0.3355 | 0.3311 | 0.2968 | 0.3364 | ||
| NMEEFSD | 0.0324 | 0.0471 | 0.0421 | 0.0484 | 0.0462 | NMEEFSD | 0.4432 | 0.4860 | 0.4726 | 0.4897 | 0.4667 | NMEEFSD | 0.5982 | 0.7081 | 0.6940 | 0.7003 | 0.7221 | |||||
| FUGEPSD | 0.0268 | 0.0435 | 0.0248 | 0.0340 | 0.0344 | FUGEPSD | 0.2130 | 0.4446 | 0.2637 | 0.4068 | 0.4107 | FUGEPSD | 0.6945 | 0.6342 | 0.6651 | 0.6194 | 0.6206 | |||||
| dermatology | SDIGA | 0.0143 | 0.0115 | 0.0106 | 0.0097 | 0.0126 | dermatology | SDIGA | 0.8273 | 0.7994 | 0.8204 | 0.8204 | 0.8716 | dermatology | SDIGA | 0.2077 | 0.2087 | 0.2102 | 0.1985 | 0.2153 | ||
| NMEEFSD | 0.1581 | 0.1590 | 0.1562 | 0.1540 | 0.1573 | NMEEFSD | 0.9942 | 0.9957 | 0.9950 | 0.9836 | 0.9821 | NMEEFSD | 0.7784 | 0.7924 | 0.7699 | 0.7763 | 0.7690 | |||||
| FUGEPSD | 0.1216 | 0.1211 | 0.1184 | 0.1194 | 0.1258 | FUGEPSD | 0.9495 | 0.9322 | 0.9366 | 0.9340 | 0.9491 | FUGEPSD | 0.8113 | 0.8199 | 0.8123 | 0.8025 | 0.7703 | |||||
| ecoli | SDIGA | 0.0245 | 0.0254 | 0.0272 | 0.0312 | 0.0290 | ecoli | SDIGA | 0.9027 | 0.7259 | 0.8157 | 0.8208 | 0.8664 | ecoli | SDIGA | 0.5095 | 0.5430 | 0.5443 | 0.5493 | 0.4259 | ||
| NMEEFSD | 0.0343 | 0.0304 | 0.0377 | 0.0339 | 0.0260 | NMEEFSD | 0.9691 | 0.9844 | 0.9196 | 0.8753 | 0.9181 | NMEEFSD | 0.8185 | 0.8444 | 0.8479 | 0.8565 | 0.8597 | |||||
| FUGEPSD | 0.0791 | 0.0000 | 0.0153 | 0.0112 | 0.0286 | FUGEPSD | 0.8121 | 0.0000 | 0.1637 | 0.0000 | 0.3174 | FUGEPSD | 0.6827 | 0.0000 | 0.1262 | 0.1253 | 0.2642 | |||||
| flare | SDIGA | 0.0185 | 0.0114 | 0.0149 | 0.0167 | 0.0316 | flare | SDIGA | 0.3793 | 0.5238 | 0.5893 | 0.3858 | 0.5342 | flare | SDIGA | 0.3359 | 0.1962 | 0.2721 | 0.2082 | 0.3024 | ||
| NMEEFSD | 0.1571 | 0.1342 | 0.1339 | 0.1317 | 0.1355 | NMEEFSD | 0.9922 | 0.8539 | 0.8987 | 0.8624 | 0.8097 | NMEEFSD | 1.0000 | 0.8803 | 0.8996 | 0.8996 | 0.8595 | |||||
| FUGEPSD | 0.1657 | 0.1173 | 0.1174 | 0.1194 | 0.1412 | FUGEPSD | 0.9932 | 0.7355 | 0.7363 | 0.7540 | 0.8646 | FUGEPSD | 1.0000 | 0.7538 | 0.7538 | 0.8246 | 0.8969 | |||||
| german | SDIGA | 0.0023 | 0.0013 | 0.0027 | 0.0019 | 0.0011 | german | SDIGA | 0.9006 | 0.8493 | 0.8171 | 0.9203 | 0.8329 | german | SDIGA | 0.5351 | 0.5768 | 0.5848 | 0.5601 | 0.5619 | ||
| NMEEFSD | 0.0329 | 0.0346 | 0.0304 | 0.0349 | 0.0322 | NMEEFSD | 0.7704 | 0.8079 | 0.7746 | 0.7810 | 0.7265 | NMEEFSD | 0.7669 | 0.8247 | 0.7995 | 0.8024 | 0.8346 | |||||
| FUGEPSD | 0.0246 | 0.0239 | 0.0267 | 0.0263 | 0.0270 | FUGEPSD | 0.8162 | 0.8187 | 0.8101 | 0.8395 | 0.8039 | FUGEPSD | 0.7616 | 0.7569 | 0.7593 | 0.7718 | 0.7544 | |||||
| hayes-roth | SDIGA | 0.0414 | 0.0409 | 0.0520 | 0.0519 | 0.0491 | hayes-roth | SDIGA | 0.7104 | 0.6589 | 0.7131 | 0.6923 | 0.7217 | hayes-roth | SDIGA | 0.6912 | 0.7707 | 0.7314 | 0.7381 | 0.7280 | ||
| NMEEFSD | 0.0767 | 0.0817 | 0.0824 | 0.0898 | 0.0847 | NMEEFSD | 0.5015 | 0.5766 | 0.5186 | 0.5519 | 0.5173 | NMEEFSD | 0.8810 | 0.9176 | 0.8982 | 0.9252 | 0.9280 | |||||
| FUGEPSD | 0.0270 | 0.0264 | 0.0358 | 0.0670 | 0.0376 | FUGEPSD | 0.4800 | 0.4900 | 0.4755 | 0.5255 | 0.5409 | FUGEPSD | 0.4494 | 0.4417 | 0.3922 | 0.5750 | 0.4660 | |||||
| heart | SDIGA | 0.0605 | 0.0480 | 0.0524 | 0.0345 | 0.0513 | heart | SDIGA | 0.9205 | 0.7829 | 0.8541 | 0.8456 | 0.8048 | heart | SDIGA | 0.6279 | 0.6043 | 0.5975 | 0.6070 | 0.6197 | ||
| NMEEFSD | 0.1156 | 0.1147 | 0.1309 | 0.1066 | 0.1034 | NMEEFSD | 0.8517 | 0.8612 | 0.8262 | 0.8291 | 0.8401 | NMEEFSD | 0.7569 | 0.7436 | 0.7885 | 0.7576 | 0.7392 | |||||
| FUGEPSD | 0.0860 | 0.0856 | 0.0838 | 0.0846 | 0.0828 | FUGEPSD | 0.7252 | 0.7105 | 0.7341 | 0.7390 | 0.7475 | FUGEPSD | 0.7306 | 0.7371 | 0.7321 | 0.7324 | 0.7250 | |||||
| ionosphere | SDIGA | 0.0262 | 0.0275 | 0.0198 | 0.0361 | 0.0203 | ionosphere | SDIGA | 0.8371 | 0.8639 | 0.8565 | 0.8266 | 0.8355 | ionosphere | SDIGA | 0.5899 | 0.5925 | 0.5557 | 0.6150 | 0.5697 | ||
| NMEEFSD | 0.1256 | 0.1220 | 0.1168 | 0.1063 | 0.1066 | NMEEFSD | 0.9769 | 0.9651 | 0.9757 | 0.9528 | 0.9603 | NMEEFSD | 0.8337 | 0.8369 | 0.8130 | 0.8081 | 0.8003 | |||||
| FUGEPSD | 0.1845 | 0.1818 | 0.1631 | 0.1706 | 0.1577 | FUGEPSD | 0.9507 | 0.9539 | 0.9607 | 0.9564 | 0.9660 | FUGEPSD | 0.9587 | 0.9506 | 0.9097 | 0.9360 | 0.8883 | |||||
| iris | SDIGA | 0.1811 | 0.1759 | 0.1768 | 0.1618 | 0.1473 | iris | SDIGA | 1.0000 | 0.9968 | 1.0000 | 0.9780 | 0.9668 | iris | SDIGA | 0.9357 | 0.9300 | 0.9204 | 0.9172 | 0.9214 | ||
| NMEEFSD | 0.1912 | 0.1891 | 0.1887 | 0.1856 | 0.1852 | NMEEFSD | 1.0000 | 0.9977 | 1.0000 | 0.9868 | 0.9643 | NMEEFSD | 0.9222 | 0.9145 | 0.9454 | 0.9319 | 0.9410 | |||||
| FUGEPSD | 0.1244 | 0.1239 | 0.1244 | 0.1264 | 0.1208 | FUGEPSD | 0.9650 | 0.9650 | 0.9650 | 0.9697 | 0.9267 | FUGEPSD | 0.8844 | 0.8830 | 0.8843 | 0.8752 | 0.8787 | |||||
| led7digit | SDIGA | 0.0580 | 0.0766 | 0.0756 | 0.0739 | 0.0715 | led7digit | SDIGA | 0.7903 | 0.8497 | 0.8480 | 0.8308 | 0.8154 | led7digit | SDIGA | 0.6193 | 0.9267 | 0.9170 | 0.8959 | 0.8920 | ||
| NMEEFSD | 0.0673 | 0.0823 | 0.0833 | 0.0795 | 0.0797 | NMEEFSD | 0.8150 | 0.9751 | 0.9767 | 0.9575 | 0.9642 | NMEEFSD | 0.6629 | 0.8056 | 0.8095 | 0.7965 | 0.7942 | |||||
| FUGEPSD | 0.0614 | 0.0609 | 0.0606 | 0.0615 | 0.0587 | FUGEPSD | 0.7623 | 0.7218 | 0.7186 | 0.7267 | 0.6946 | FUGEPSD | 0.6376 | 0.6829 | 0.6647 | 0.6842 | 0.6792 | |||||
| magic | SDIGA | 0.0289 | 0.0368 | 0.0337 | 0.0421 | 0.0416 | magic | SDIGA | 0.8931 | 0.8875 | 0.9178 | 0.9328 | 0.9103 | magic | SDIGA | 0.7182 | 0.7989 | 0.7987 | 0.7959 | 0.8280 | ||
| NMEEFSD | 0.0591 | 0.0665 | 0.0653 | 0.0652 | 0.0676 | NMEEFSD | 0.9537 | 0.9516 | 0.9519 | 0.9500 | 0.9496 | NMEEFSD | 0.7404 | 0.7771 | 0.7750 | 0.7804 | 0.7788 | |||||
| FUGEPSD | 0.0475 | 0.0499 | 0.0449 | 0.0542 | 0.0503 | FUGEPSD | 0.9413 | 0.9271 | 0.9038 | 0.9049 | 0.8993 | FUGEPSD | 0.7420 | 0.7501 | 0.7429 | 0.7578 | 0.7632 | |||||
| monk-2 | SDIGA | 0.0999 | 0.1033 | 0.0962 | 0.1004 | 0.0986 | monk-2 | SDIGA | 0.6390 | 0.6522 | 0.6423 | 0.6441 | 0.6441 | monk-2 | SDIGA | 0.8299 | 0.8260 | 0.8142 | 0.8325 | 0.8312 | ||
| NMEEFSD | 0.1227 | 0.1221 | 0.1205 | 0.1225 | 0.1155 | NMEEFSD | 0.6656 | 0.6635 | 0.6641 | 0.6605 | 0.6357 | NMEEFSD | 0.8194 | 0.8172 | 0.8146 | 0.8227 | 0.8321 | |||||
| FUGEPSD | 0.0631 | 0.0745 | 0.0631 | 0.0708 | 0.0745 | FUGEPSD | 0.4206 | 0.4747 | 0.4206 | 0.4258 | 0.4747 | FUGEPSD | 0.7422 | 0.7652 | 0.7422 | 0.7757 | 0.7652 | |||||
| newthyroid | SDIGA | 0.0575 | 0.0610 | 0.0652 | 0.0608 | 0.0656 | newthyroid | SDIGA | 0.7717 | 0.9313 | 0.8649 | 0.8383 | 0.9485 | newthyroid | SDIGA | 0.9861 | 0.9460 | 0.9864 | 0.9805 | 0.9200 | ||
| NMEEFSD | 0.1088 | 0.0960 | 0.1086 | 0.1031 | 0.0983 | NMEEFSD | 1.0000 | 0.9987 | 0.9972 | 1.0000 | 1.0000 | NMEEFSD | 0.8498 | 0.8483 | 0.8561 | 0.8363 | 0.8212 | |||||
| FUGEPSD | 0.0763 | 0.0881 | 0.0798 | 0.0738 | 0.0608 | FUGEPSD | 0.9100 | 0.9283 | 0.9291 | 0.9080 | 0.8849 | FUGEPSD | 0.8507 | 0.8887 | 0.8695 | 0.8499 | 0.8781 | |||||
| nursery | SDIGA | 0.0551 | 0.0720 | 0.0707 | 0.0705 | 0.0695 | nursery | SDIGA | 0.4446 | 0.4877 | 0.4874 | 0.4312 | 0.5656 | nursery | SDIGA | 0.7096 | 0.6020 | 0.5562 | 0.5266 | 0.5615 | ||
| NMEEFSD | 0.2001 | 0.1893 | 0.1725 | 0.1555 | 0.1612 | NMEEFSD | 1.0000 | 0.9012 | 0.8664 | 0.8620 | 0.9266 | NMEEFSD | 1.0000 | 0.8819 | 0.8493 | 0.8165 | 0.8963 | |||||
| FUGEPSD | 0.0888 | 0.0000 | 0.0000 | 0.0000 | 0.0432 | FUGEPSD | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.1103 | FUGEPSD | 0.4000 | 0.0000 | 0.0000 | 0.0000 | 0.2047 | |||||
| page-blocks | SDIGA | 0.0009 | 0.0009 | 0.0012 | 0.0005 | 0.0006 | page-blocks | SDIGA | 0.9045 | 0.8881 | 0.8669 | 0.8958 | 0.8725 | page-blocks | SDIGA | 0.3086 | 0.3239 | 0.2628 | 0.2396 | 0.2972 | ||
| NMEEFSD | 0.0142 | 0.0142 | 0.0150 | 0.0135 | 0.0151 | NMEEFSD | 0.9994 | 0.9996 | 0.9996 | 0.9996 | 0.9995 | NMEEFSD | 0.9173 | 0.9206 | 0.9200 | 0.9181 | 0.9157 | |||||
| FUGEPSD | 0.0327 | 0.0326 | 0.0337 | 0.0370 | 0.0332 | FUGEPSD | 0.8978 | 0.9027 | 0.8971 | 0.9005 | 0.9012 | FUGEPSD | 0.8749 | 0.8324 | 0.8614 | 0.8866 | 0.8526 | |||||
| penbased | SDIGA | 0.0200 | 0.0172 | 0.0178 | 0.0173 | 0.0177 | penbased | SDIGA | 0.5138 | 0.4795 | 0.4482 | 0.4438 | 0.4511 | penbased | SDIGA | 0.6613 | 0.6795 | 0.6285 | 0.5993 | 0.6033 | ||
| NMEEFSD | 0.0611 | 0.0604 | 0.0606 | 0.0601 | 0.0598 | NMEEFSD | 0.7338 | 0.7282 | 0.7292 | 0.7271 | 0.7212 | NMEEFSD | 0.9642 | 0.9671 | 0.9551 | 0.9646 | 0.9492 | |||||
| FUGEPSD | 0.0739 | 0.0741 | 0.0742 | 0.0751 | 0.0749 | FUGEPSD | 0.9318 | 0.9324 | 0.9350 | 0.9449 | 0.9456 | FUGEPSD | 0.8449 | 0.8448 | 0.8424 | 0.8429 | 0.8482 | |||||
| phoneme | SDIGA | 0.0221 | 0.0231 | 0.0213 | 0.0236 | 0.0217 | phoneme | SDIGA | 0.9059 | 0.8963 | 0.8397 | 0.9089 | 0.8367 | phoneme | SDIGA | 0.5943 | 0.5898 | 0.5047 | 0.6145 | 0.4677 | ||
| NMEEFSD | 0.0256 | 0.0285 | 0.0256 | 0.0251 | 0.0271 | NMEEFSD | 0.9995 | 0.9994 | 0.9995 | 0.9995 | 0.9995 | NMEEFSD | 0.7460 | 0.7544 | 0.7494 | 0.7588 | 0.7468 | |||||
| FUGEPSD | 0.0695 | 0.0748 | 0.0730 | 0.0683 | 0.0764 | FUGEPSD | 0.8345 | 0.8164 | 0.8192 | 0.8389 | 0.8084 | FUGEPSD | 0.7754 | 0.7493 | 0.7584 | 0.7778 | 0.7416 | |||||
| pima | SDIGA | 0.0451 | 0.0559 | 0.0444 | 0.0492 | 0.0482 | pima | SDIGA | 0.7177 | 0.7772 | 0.7038 | 0.7597 | 0.7822 | pima | SDIGA | 0.4495 | 0.5405 | 0.5897 | 0.7551 | 0.5266 | ||
| NMEEFSD | 0.0653 | 0.0745 | 0.0697 | 0.0692 | 0.0809 | NMEEFSD | 0.9578 | 0.9653 | 0.9703 | 0.9552 | 0.9532 | NMEEFSD | 0.7487 | 0.7851 | 0.7763 | 0.7795 | 0.7844 | |||||
| FUGEPSD | 0.0417 | 0.0443 | 0.0445 | 0.0431 | 0.0431 | FUGEPSD | 0.8153 | 0.8282 | 0.8189 | 0.8234 | 0.8076 | FUGEPSD | 0.7958 | 0.7865 | 0.7893 | 0.7832 | 0.7963 | |||||
| ring | SDIGA | 0.0685 | 0.0553 | 0.0437 | 0.0449 | 0.0352 | ring | SDIGA | 0.8157 | 0.6260 | 0.3988 | 0.3443 | 0.3245 | ring | SDIGA | 0.5307 | 0.4122 | 0.2765 | 0.2530 | 0.2249 | ||
| NMEEFSD | 0.1540 | 0.1509 | 0.1483 | 0.1388 | 0.1364 | NMEEFSD | 1.0000 | 1.0000 | 0.9998 | 0.9991 | 0.9993 | NMEEFSD | 0.7374 | 0.7341 | 0.7330 | 0.7252 | 0.7216 | |||||
| FUGEPSD | 0.0400 | 0.0411 | 0.0359 | 0.0492 | 0.0408 | FUGEPSD | 0.8339 | 0.8484 | 0.8457 | 0.8641 | 0.8709 | FUGEPSD | 0.8160 | 0.8235 | 0.8106 | 0.8305 | 0.8220 | |||||
| segment | SDIGA | 0.0191 | 0.0166 | 0.0129 | 0.0101 | 0.0117 | segment | SDIGA | 0.9359 | 0.9145 | 0.8875 | 0.8924 | 0.8930 | segment | SDIGA | 0.2653 | 0.2671 | 0.2537 | 0.2238 | 0.2246 | ||
| NMEEFSD | 0.1160 | 0.1164 | 0.1144 | 0.1136 | 0.1155 | NMEEFSD | 0.9986 | 0.9972 | 0.9939 | 0.9767 | 0.9771 | NMEEFSD | 1.0000 | 1.0000 | 0.9968 | 0.9862 | 0.9951 | |||||
| FUGEPSD | 0.0820 | 0.0857 | 0.0811 | 0.0829 | 0.0829 | FUGEPSD | 0.9378 | 0.9349 | 0.9507 | 0.9614 | 0.9465 | FUGEPSD | 0.8067 | 0.8286 | 0.8141 | 0.8261 | 0.8095 | |||||
| shuttle | SDIGA | 0.0234 | 0.0273 | 0.0265 | 0.0263 | 0.0254 | shuttle | SDIGA | 0.7381 | 0.6887 | 0.6839 | 0.6553 | 0.7920 | shuttle | SDIGA | 0.3748 | 0.4047 | 0.3804 | 0.3030 | 0.3740 | ||
| NMEEFSD | 0.0657 | 0.0615 | 0.0638 | 0.0620 | 0.0629 | NMEEFSD | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.9996 | NMEEFSD | 0.8785 | 0.8725 | 0.8787 | 0.8721 | 0.8709 | |||||
| FUGEPSD | 0.0591 | 0.0351 | 0.0000 | 0.0350 | 0.0328 | FUGEPSD | 0.9586 | 0.5753 | 0.0000 | 0.5747 | 0.5730 | FUGEPSD | 0.9077 | 0.5487 | 0.0000 | 0.5488 | 0.5464 | |||||
| sonar | SDIGA | 0.0222 | 0.0265 | 0.0050 | 0.0249 | 0.0130 | sonar | SDIGA | 0.9882 | 0.9570 | 0.9323 | 0.9256 | 0.9525 | sonar | SDIGA | 0.5432 | 0.5296 | 0.5145 | 0.5483 | 0.5282 | ||
| NMEEFSD | 0.1177 | 0.1089 | 0.1075 | 0.1091 | 0.0919 | NMEEFSD | 0.9530 | 0.9427 | 0.9574 | 0.9316 | 0.9589 | NMEEFSD | 0.7502 | 0.7340 | 0.7430 | 0.7521 | 0.7270 | |||||
| FUGEPSD | 0.0589 | 0.0613 | 0.0553 | 0.0479 | 0.0319 | FUGEPSD | 0.7205 | 0.7435 | 0.7205 | 0.6932 | 0.6954 | FUGEPSD | 0.7277 | 0.7495 | 0.7317 | 0.7714 | 0.6177 | |||||
| spambase | SDIGA | 0.0003 | 0.0002 | 0.0001 | 0.0003 | 0.0004 | spambase | SDIGA | 0.9611 | 0.9108 | 0.9911 | 0.8917 | 0.9956 | spambase | SDIGA | 0.4939 | 0.4348 | 0.4650 | 0.4004 | 0.4948 | ||
| NMEEFSD | 0.0377 | 0.0375 | 0.0363 | 0.0369 | 0.0367 | NMEEFSD | 0.9946 | 0.9951 | 0.9945 | 0.9939 | 0.9933 | NMEEFSD | 0.6482 | 0.6489 | 0.6470 | 0.6472 | 0.6333 | |||||
| FUGEPSD | 0.0477 | 0.0535 | 0.0495 | 0.0502 | 0.0458 | FUGEPSD | 0.9482 | 0.9370 | 0.9448 | 0.9417 | 0.9475 | FUGEPSD | 0.8113 | 0.8286 | 0.8167 | 0.8127 | 0.8114 | |||||
| splice | SDIGA | 0.0064 | 0.0101 | 0.0072 | 0.0068 | 0.0061 | splice | SDIGA | 0.2701 | 0.3035 | 0.2975 | 0.3003 | 0.2617 | splice | SDIGA | 0.3389 | 0.3799 | 0.3681 | 0.3683 | 0.3377 | ||
| NMEEFSD | 0.0833 | 0.0887 | 0.0809 | 0.0800 | 0.0898 | NMEEFSD | 0.5348 | 0.5845 | 0.5253 | 0.5123 | 0.5583 | NMEEFSD | 0.7395 | 0.7421 | 0.7696 | 0.7534 | 0.7419 | |||||
| FUGEPSD | 0.1557 | 0.1510 | 0.1425 | 0.1515 | 0.1563 | FUGEPSD | 0.9933 | 0.9621 | 0.8985 | 0.9242 | 0.9694 | FUGEPSD | 0.6950 | 0.7035 | 0.7263 | 0.7601 | 0.7401 | |||||
| thyroid | SDIGA | 0.0016 | 0.0009 | 0.0012 | 0.0015 | 0.0013 | thyroid | SDIGA | 0.9967 | 0.9969 | 0.9767 | 0.9726 | 0.9285 | thyroid | SDIGA | 0.4203 | 0.3969 | 0.4462 | 0.4661 | 0.4188 | ||
| NMEEFSD | 0.0064 | 0.0064 | 0.0071 | 0.0069 | 0.0064 | NMEEFSD | 0.9610 | 0.9619 | 0.9577 | 0.9592 | 0.9645 | NMEEFSD | 0.9327 | 0.9342 | 0.9316 | 0.9308 | 0.9313 | |||||
| FUGEPSD | 0.0051 | 0.0043 | 0.0056 | 0.0045 | 0.0054 | FUGEPSD | 0.8877 | 0.8848 | 0.9140 | 0.9238 | 0.9211 | FUGEPSD | 0.8438 | 0.8100 | 0.8721 | 0.8397 | 0.9369 | |||||
| twonorm | SDIGA | 0.0459 | 0.0446 | 0.0388 | 0.0399 | 0.0359 | twonorm | SDIGA | 0.9992 | 0.9992 | 0.9661 | 0.9662 | 0.9550 | twonorm | SDIGA | 0.5611 | 0.5604 | 0.5348 | 0.5375 | 0.5253 | ||
| NMEEFSD | 0.0684 | 0.0662 | 0.0625 | 0.0543 | 0.0586 | NMEEFSD | 0.9976 | 0.9976 | 0.9977 | 0.9981 | 0.9976 | NMEEFSD | 0.6181 | 0.6211 | 0.6089 | 0.5907 | 0.6133 | |||||
| FUGEPSD | 0.0800 | 0.0828 | 0.0847 | 0.0857 | 0.0778 | FUGEPSD | 0.7469 | 0.7385 | 0.7316 | 0.7555 | 0.7772 | FUGEPSD | 0.7785 | 0.7881 | 0.7908 | 0.7799 | 0.7602 | |||||
| vehicle | SDIGA | 0.0212 | 0.0270 | 0.0239 | 0.0277 | 0.0148 | vehicle | SDIGA | 0.4888 | 0.6484 | 0.5752 | 0.5495 | 0.3935 | vehicle | SDIGA | 0.3051 | 0.3923 | 0.3659 | 0.3289 | 0.2542 | ||
| NMEEFSD | 0.1131 | 0.0910 | 0.0997 | 0.1026 | 0.0895 | NMEEFSD | 0.9725 | 0.7801 | 0.9006 | 0.9630 | 0.8181 | NMEEFSD | 0.5159 | 0.7073 | 0.5762 | 0.4835 | 0.5823 | |||||
| FUGEPSD | 0.0738 | 0.0712 | 0.0759 | 0.0731 | 0.0673 | FUGEPSD | 0.7593 | 0.7278 | 0.7445 | 0.7578 | 0.7652 | FUGEPSD | 0.6746 | 0.6786 | 0.7025 | 0.6787 | 0.6162 | |||||
| vowel | SDIGA | 0.0023 | 0.0021 | 0.0019 | 0.0026 | 0.0012 | vowel | SDIGA | 0.2060 | 0.1893 | 0.1824 | 0.2014 | 0.1779 | vowel | SDIGA | 0.0449 | 0.0351 | 0.0299 | 0.0450 | 0.0270 | ||
| NMEEFSD | 0.0608 | 0.0619 | 0.0560 | 0.0595 | 0.0556 | NMEEFSD | 0.9333 | 0.9254 | 0.8981 | 0.8984 | 0.8682 | NMEEFSD | 0.7117 | 0.7265 | 0.6958 | 0.7132 | 0.6808 | |||||
| FUGEPSD | 0.0489 | 0.0454 | 0.0445 | 0.0472 | 0.0480 | FUGEPSD | 0.7695 | 0.7296 | 0.7167 | 0.7380 | 0.7667 | FUGEPSD | 0.6226 | 0.6343 | 0.6300 | 0.6138 | 0.6490 | |||||
| wdbc | SDIGA | 0.0384 | 0.0198 | 0.0363 | 0.0075 | 0.0012 | wdbc | SDIGA | 0.9443 | 0.9793 | 0.9760 | 0.9139 | 0.9596 | wdbc | SDIGA | 0.6516 | 0.6424 | 0.6133 | 0.5600 | 0.5806 | ||
| NMEEFSD | 0.1633 | 0.1554 | 0.1551 | 0.1336 | 0.1357 | NMEEFSD | 0.9955 | 0.9935 | 0.9968 | 0.9839 | 0.9884 | NMEEFSD | 0.8753 | 0.8652 | 0.8489 | 0.8414 | 0.8300 | |||||
| FUGEPSD | 0.1307 | 0.1255 | 0.1308 | 0.1080 | 0.1153 | FUGEPSD | 0.9411 | 0.9422 | 0.9338 | 0.9577 | 0.9497 | FUGEPSD | 0.9848 | 0.9722 | 0.9805 | 0.9134 | 0.9587 | |||||
| wine | SDIGA | 0.0641 | 0.0497 | 0.0774 | 0.0754 | 0.0720 | wine | SDIGA | 0.8135 | 0.7606 | 0.8743 | 0.8029 | 0.8294 | wine | SDIGA | 0.7955 | 0.7378 | 0.8715 | 0.7550 | 0.7660 | ||
| NMEEFSD | 0.1806 | 0.1751 | 0.1637 | 0.1589 | 0.1493 | NMEEFSD | 1.0000 | 0.9905 | 0.9695 | 0.9595 | 0.9288 | NMEEFSD | 0.8281 | 0.8132 | 0.7881 | 0.7762 | 0.7729 | |||||
| FUGEPSD | 0.1355 | 0.1419 | 0.1368 | 0.1302 | 0.1253 | FUGEPSD | 0.9215 | 0.9220 | 0.9218 | 0.9212 | 0.9340 | FUGEPSD | 0.9352 | 0.9324 | 0.9270 | 0.9323 | 0.9378 | |||||
| yeast | SDIGA | 0.0292 | 0.0316 | 0.0342 | 0.0331 | 0.0310 | yeast | SDIGA | 0.9943 | 0.9922 | 0.9688 | 0.9752 | 0.9737 | yeast | SDIGA | 0.3969 | 0.4674 | 0.4418 | 0.3694 | 0.3024 | ||
| NMEEFSD | 0.0437 | 0.0469 | 0.0688 | 0.0207 | 0.0442 | NMEEFSD | 0.8974 | 0.9735 | 0.9799 | 0.8269 | 0.6582 | NMEEFSD | 0.6086 | 0.6222 | 0.5863 | 0.6539 | 0.5657 | |||||
| FUGEPSD | 0.0065 | 0.0086 | 0.0124 | 0.0164 | 0.0206 | FUGEPSD | 0.8194 | 0.7398 | 0.7954 | 0.8111 | 0.8778 | FUGEPSD | 0.8132 | 0.7893 | 0.7683 | 0.6732 | 0.5799 | |||||
| zoo | SDIGA | 0.0441 | 0.0452 | 0.0339 | 0.0350 | 0.0275 | zoo | SDIGA | 0.9118 | 0.8838 | 0.7745 | 0.7723 | 0.6659 | zoo | SDIGA | 0.2616 | 0.2673 | 0.2280 | 0.2459 | 0.2018 | ||
| NMEEFSD | 0.1475 | 0.1520 | 0.1489 | 0.1423 | 0.1416 | NMEEFSD | 1.0000 | 1.0000 | 1.0000 | 0.9920 | 0.9764 | NMEEFSD | 0.8374 | 0.8437 | 0.8380 | 0.8491 | 0.8059 | |||||
| FUGEPSD | 0.1019 | 0.1015 | 0.1005 | 0.1065 | 0.0402 | FUGEPSD | 0.7250 | 0.7369 | 0.7093 | 0.6970 | 0.1833 | FUGEPSD | 0.8429 | 0.8171 | 0.8341 | 0.8353 | 0.3006 | |||||