| UNUS | 0% | 5% | 10% | 15% | 20% | SENS | 0% | 5% | 10% | 15% | 20% | FCNF | 0% | 5% | 10% | 15% | 20% | |||||
| automobiles | SDIGA | 0.0120 | 0.0112 | 0.0049 | 0.0039 | 0.0054 | automobiles | SDIGA | 0.9801 | 0.9387 | 0.9865 | 0.9825 | 0.9337 | automobiles | SDIGA | 0.1866 | 0.1908 | 0.1709 | 0.1803 | 0.1710 | ||
| NMEEFSD | 0.0888 | 0.0967 | 0.1043 | 0.0885 | 0.0869 | NMEEFSD | 0.6430 | 0.7199 | 0.8409 | 0.6804 | 0.7209 | NMEEFSD | 0.6680 | 0.7338 | 0.6984 | 0.6444 | 0.6121 | |||||
| FUGEPSD | 0.0806 | 0.0776 | 0.0769 | 0.0809 | 0.0804 | FUGEPSD | 0.4741 | 0.4434 | 0.5918 | 0.7145 | 0.7079 | FUGEPSD | 0.6760 | 0.6613 | 0.6240 | 0.6269 | 0.6023 | |||||
| balance | SDIGA | 0.0524 | 0.0579 | 0.0577 | 0.0503 | 0.0585 | balance | SDIGA | 0.5294 | 0.5348 | 0.5513 | 0.5404 | 0.6068 | balance | SDIGA | 0.6161 | 0.6257 | 0.6252 | 0.6062 | 0.5364 | ||
| NMEEFSD | 0.0894 | 0.0932 | 0.0900 | 0.0852 | 0.0889 | NMEEFSD | 0.5986 | 0.6000 | 0.5911 | 0.5861 | 0.5880 | NMEEFSD | 0.6818 | 0.7041 | 0.7015 | 0.6808 | 0.6950 | |||||
| FUGEPSD | 0.0646 | 0.0683 | 0.0608 | 0.0661 | 0.0698 | FUGEPSD | 0.5243 | 0.5244 | 0.5362 | 0.5244 | 0.5440 | FUGEPSD | 0.6727 | 0.6868 | 0.6520 | 0.6777 | 0.6768 | |||||
| banana | SDIGA | 0.0254 | 0.0274 | 0.0264 | 0.0270 | 0.0247 | banana | SDIGA | 0.9994 | 0.9995 | 0.9995 | 0.9995 | 0.9994 | banana | SDIGA | 0.5367 | 0.5394 | 0.5379 | 0.5385 | 0.5353 | ||
| NMEEFSD | 0.0158 | 0.0193 | 0.0190 | 0.0202 | 0.0182 | NMEEFSD | 0.9997 | 1.0000 | 1.0000 | 1.0000 | 0.9999 | NMEEFSD | 0.5700 | 0.5932 | 0.5884 | 0.5948 | 0.5962 | |||||
| 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 | 0.0274 | 0.0262 | 0.0276 | 0.0206 | car | SDIGA | 0.2404 | 0.3129 | 0.2910 | 0.3131 | 0.2384 | car | SDIGA | 0.8666 | 0.8164 | 0.8304 | 0.8047 | 0.8584 | ||
| NMEEFSD | 0.1009 | 0.1010 | 0.1002 | 0.1013 | 0.1011 | NMEEFSD | 0.4808 | 0.4824 | 0.4793 | 0.4784 | 0.4833 | NMEEFSD | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | |||||
| FUGEPSD | 0.0959 | 0.0964 | 0.0982 | 0.0982 | 0.0959 | FUGEPSD | 0.4570 | 0.4592 | 0.4678 | 0.4678 | 0.4570 | FUGEPSD | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | |||||
| cleveland | SDIGA | 0.0178 | 0.0162 | 0.0166 | 0.0155 | 0.0116 | cleveland | SDIGA | 0.3210 | 0.3130 | 0.3897 | 0.3940 | 0.3126 | cleveland | SDIGA | 0.3811 | 0.3880 | 0.3351 | 0.3393 | 0.3936 | ||
| NMEEFSD | 0.1188 | 0.1239 | 0.1251 | 0.1100 | 0.1165 | NMEEFSD | 0.8569 | 0.8612 | 0.8217 | 0.8292 | 0.8259 | NMEEFSD | 0.7564 | 0.7667 | 0.7742 | 0.7184 | 0.7359 | |||||
| FUGEPSD | 0.1022 | 0.1075 | 0.1024 | 0.1041 | 0.0978 | FUGEPSD | 0.7621 | 0.7862 | 0.7515 | 0.7596 | 0.7587 | FUGEPSD | 0.7967 | 0.7948 | 0.7796 | 0.7850 | 0.7988 | |||||
| contraceptive | SDIGA | -0.0001 | 0.0008 | -0.0002 | 0.0017 | 0.0003 | contraceptive | SDIGA | 0.2194 | 0.4050 | 0.3692 | 0.2080 | 0.1554 | contraceptive | SDIGA | 0.2190 | 0.3087 | 0.3458 | 0.1377 | 0.3173 | ||
| NMEEFSD | 0.0324 | 0.0367 | 0.0335 | 0.0354 | 0.0335 | NMEEFSD | 0.4432 | 0.4085 | 0.3992 | 0.4221 | 0.4300 | NMEEFSD | 0.5982 | 0.6730 | 0.6145 | 0.6339 | 0.6144 | |||||
| FUGEPSD | 0.0268 | 0.0185 | 0.0259 | 0.0203 | 0.0253 | FUGEPSD | 0.2130 | 0.2450 | 0.1637 | 0.3082 | 0.1542 | FUGEPSD | 0.6945 | 0.6738 | 0.6788 | 0.6578 | 0.7054 | |||||
| dermatology | SDIGA | 0.0143 | 0.0076 | 0.0034 | 0.0114 | 0.0079 | dermatology | SDIGA | 0.8273 | 0.7445 | 0.8437 | 0.6174 | 0.8203 | dermatology | SDIGA | 0.2077 | 0.2099 | 0.1958 | 0.2333 | 0.1904 | ||
| NMEEFSD | 0.1581 | 0.1572 | 0.1578 | 0.1568 | 0.1553 | NMEEFSD | 0.9942 | 0.9903 | 0.9825 | 0.9648 | 0.9599 | NMEEFSD | 0.7784 | 0.7908 | 0.7977 | 0.7736 | 0.7692 | |||||
| FUGEPSD | 0.1216 | 0.1315 | 0.1243 | 0.1267 | 0.1235 | FUGEPSD | 0.9495 | 0.9620 | 0.9529 | 0.9468 | 0.9410 | FUGEPSD | 0.8113 | 0.8074 | 0.7910 | 0.8261 | 0.7845 | |||||
| ecoli | SDIGA | 0.0245 | 0.0256 | 0.0225 | 0.0289 | 0.0290 | ecoli | SDIGA | 0.9027 | 0.8353 | 0.8522 | 0.8696 | 0.9544 | ecoli | SDIGA | 0.5095 | 0.5570 | 0.5333 | 0.5109 | 0.4160 | ||
| NMEEFSD | 0.0343 | 0.0303 | 0.0438 | 0.0412 | 0.0191 | NMEEFSD | 0.9691 | 0.9338 | 0.7797 | 0.8009 | 0.8420 | NMEEFSD | 0.8185 | 0.8438 | 0.7944 | 0.8155 | 0.8722 | |||||
| FUGEPSD | 0.0791 | 0.0432 | 0.0884 | 0.0691 | 0.0873 | FUGEPSD | 0.8121 | 0.1436 | 0.8615 | 0.6725 | 0.8569 | FUGEPSD | 0.6827 | 0.3792 | 0.7321 | 0.6054 | 0.7385 | |||||
| flare | SDIGA | 0.0185 | 0.0237 | 0.0165 | 0.0106 | 0.0183 | flare | SDIGA | 0.3793 | 0.6398 | 0.6879 | 0.3267 | 0.4146 | flare | SDIGA | 0.3359 | 0.2888 | 0.2214 | 0.2494 | 0.3469 | ||
| NMEEFSD | 0.1571 | 0.1412 | 0.1540 | 0.1366 | 0.1428 | NMEEFSD | 0.9922 | 0.8739 | 0.9614 | 0.8709 | 0.8765 | NMEEFSD | 1.0000 | 0.8892 | 0.9490 | 0.8943 | 0.9254 | |||||
| FUGEPSD | 0.1657 | 0.1310 | 0.1483 | 0.1365 | 0.1489 | FUGEPSD | 0.9932 | 0.8213 | 0.9036 | 0.8471 | 0.9027 | FUGEPSD | 1.0000 | 0.8398 | 0.9251 | 0.8676 | 0.9319 | |||||
| german | SDIGA | 0.0023 | 0.0016 | 0.0008 | -0.0020 | 0.0025 | german | SDIGA | 0.9006 | 0.8545 | 0.8787 | 0.7951 | 0.8512 | german | SDIGA | 0.5351 | 0.5502 | 0.5419 | 0.5478 | 0.5613 | ||
| NMEEFSD | 0.0329 | 0.0335 | 0.0308 | 0.0412 | 0.0313 | NMEEFSD | 0.7704 | 0.7975 | 0.7750 | 0.7271 | 0.7304 | NMEEFSD | 0.7669 | 0.8067 | 0.7879 | 0.8090 | 0.7970 | |||||
| FUGEPSD | 0.0246 | 0.0252 | 0.0238 | 0.0265 | 0.0270 | FUGEPSD | 0.8162 | 0.8156 | 0.8305 | 0.8293 | 0.8204 | FUGEPSD | 0.7616 | 0.7596 | 0.7556 | 0.7703 | 0.7536 | |||||
| hayes-roth | SDIGA | 0.0414 | 0.0409 | 0.0542 | 0.0569 | 0.0423 | hayes-roth | SDIGA | 0.7104 | 0.6310 | 0.7128 | 0.7507 | 0.7487 | hayes-roth | SDIGA | 0.6912 | 0.7691 | 0.7405 | 0.7081 | 0.6558 | ||
| NMEEFSD | 0.0767 | 0.0748 | 0.0819 | 0.0872 | 0.0756 | NMEEFSD | 0.5015 | 0.5299 | 0.5430 | 0.5707 | 0.5388 | NMEEFSD | 0.8810 | 0.8828 | 0.8981 | 0.9334 | 0.9594 | |||||
| FUGEPSD | 0.0270 | 0.0276 | 0.0431 | 0.0483 | 0.0404 | FUGEPSD | 0.4800 | 0.5200 | 0.5224 | 0.4600 | 0.4391 | FUGEPSD | 0.4494 | 0.4417 | 0.4281 | 0.5286 | 0.5251 | |||||
| heart | SDIGA | 0.0605 | 0.0495 | 0.0411 | 0.0388 | 0.0495 | heart | SDIGA | 0.9205 | 0.8729 | 0.8310 | 0.8561 | 0.8431 | heart | SDIGA | 0.6279 | 0.5806 | 0.5602 | 0.6209 | 0.6230 | ||
| NMEEFSD | 0.1156 | 0.1134 | 0.1178 | 0.1093 | 0.0952 | NMEEFSD | 0.8517 | 0.8479 | 0.8121 | 0.8257 | 0.8066 | NMEEFSD | 0.7569 | 0.7431 | 0.7608 | 0.7574 | 0.7357 | |||||
| FUGEPSD | 0.0860 | 0.0854 | 0.0851 | 0.0831 | 0.0789 | FUGEPSD | 0.7252 | 0.7324 | 0.7359 | 0.7466 | 0.7307 | FUGEPSD | 0.7306 | 0.7353 | 0.7169 | 0.7394 | 0.7266 | |||||
| ionosphere | SDIGA | 0.0262 | 0.0284 | 0.0292 | 0.0200 | 0.0254 | ionosphere | SDIGA | 0.8371 | 0.7997 | 0.8501 | 0.8469 | 0.8548 | ionosphere | SDIGA | 0.5899 | 0.5904 | 0.5825 | 0.5845 | 0.5836 | ||
| NMEEFSD | 0.1256 | 0.1230 | 0.1212 | 0.1044 | 0.1104 | NMEEFSD | 0.9769 | 0.9664 | 0.9779 | 0.9658 | 0.9649 | NMEEFSD | 0.8337 | 0.8397 | 0.8215 | 0.7857 | 0.8084 | |||||
| FUGEPSD | 0.1845 | 0.1825 | 0.1670 | 0.1714 | 0.1599 | FUGEPSD | 0.9507 | 0.9551 | 0.9596 | 0.9592 | 0.9698 | FUGEPSD | 0.9587 | 0.9536 | 0.9137 | 0.9339 | 0.8891 | |||||
| iris | SDIGA | 0.1811 | 0.1711 | 0.1760 | 0.1542 | 0.1419 | iris | SDIGA | 1.0000 | 0.9968 | 1.0000 | 0.9788 | 0.9575 | iris | SDIGA | 0.9357 | 0.9283 | 0.9183 | 0.8996 | 0.8841 | ||
| NMEEFSD | 0.1912 | 0.1851 | 0.1886 | 0.1828 | 0.1743 | NMEEFSD | 1.0000 | 0.9971 | 1.0000 | 0.9870 | 0.9251 | NMEEFSD | 0.9222 | 0.9211 | 0.9430 | 0.9158 | 0.9505 | |||||
| FUGEPSD | 0.1244 | 0.1244 | 0.1222 | 0.1328 | 0.1190 | FUGEPSD | 0.9650 | 0.9650 | 0.9490 | 0.9750 | 0.9144 | FUGEPSD | 0.8844 | 0.8828 | 0.8857 | 0.8760 | 0.8668 | |||||
| led7digit | SDIGA | 0.0580 | 0.0738 | 0.0683 | 0.0668 | 0.0648 | led7digit | SDIGA | 0.7903 | 0.8385 | 0.7775 | 0.7707 | 0.7481 | led7digit | SDIGA | 0.6193 | 0.8431 | 0.8588 | 0.8544 | 0.8359 | ||
| NMEEFSD | 0.0673 | 0.0798 | 0.0798 | 0.0789 | 0.0775 | NMEEFSD | 0.8150 | 0.9375 | 0.9429 | 0.9229 | 0.9182 | NMEEFSD | 0.6629 | 0.7534 | 0.7586 | 0.7613 | 0.7460 | |||||
| FUGEPSD | 0.0614 | 0.0628 | 0.0617 | 0.0638 | 0.0604 | FUGEPSD | 0.7623 | 0.7542 | 0.7404 | 0.7568 | 0.7164 | FUGEPSD | 0.6376 | 0.6378 | 0.6387 | 0.6429 | 0.6643 | |||||
| magic | SDIGA | 0.0289 | 0.0350 | 0.0353 | 0.0505 | 0.0351 | magic | SDIGA | 0.8931 | 0.9232 | 0.9552 | 0.9714 | 0.8919 | magic | SDIGA | 0.7182 | 0.7768 | 0.8217 | 0.8350 | 0.7719 | ||
| NMEEFSD | 0.0591 | 0.0644 | 0.0651 | 0.0639 | 0.0660 | NMEEFSD | 0.9537 | 0.9531 | 0.9507 | 0.9509 | 0.9490 | NMEEFSD | 0.7404 | 0.7702 | 0.7729 | 0.7758 | 0.7733 | |||||
| FUGEPSD | 0.0475 | 0.0510 | 0.0452 | 0.0567 | 0.0479 | FUGEPSD | 0.9413 | 0.9171 | 0.9177 | 0.9146 | 0.9050 | FUGEPSD | 0.7420 | 0.7545 | 0.7448 | 0.7630 | 0.7556 | |||||
| monk-2 | SDIGA | 0.0999 | 0.1019 | 0.0972 | 0.0978 | 0.0978 | monk-2 | SDIGA | 0.6390 | 0.6435 | 0.6244 | 0.6361 | 0.6385 | monk-2 | SDIGA | 0.8299 | 0.8282 | 0.8294 | 0.8194 | 0.8355 | ||
| NMEEFSD | 0.1227 | 0.1221 | 0.1205 | 0.1223 | 0.1168 | NMEEFSD | 0.6656 | 0.6635 | 0.6641 | 0.6608 | 0.6433 | NMEEFSD | 0.8194 | 0.8172 | 0.8146 | 0.8212 | 0.8298 | |||||
| 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 | 0.0667 | 0.0650 | 0.0612 | 0.0681 | newthyroid | SDIGA | 0.7717 | 0.9378 | 0.8630 | 0.8851 | 0.9473 | newthyroid | SDIGA | 0.9861 | 0.9686 | 0.9847 | 0.9370 | 0.9192 | ||
| NMEEFSD | 0.1088 | 0.0979 | 0.1081 | 0.1005 | 0.0986 | NMEEFSD | 1.0000 | 0.9983 | 0.9972 | 1.0000 | 1.0000 | NMEEFSD | 0.8498 | 0.8481 | 0.8517 | 0.8248 | 0.8104 | |||||
| FUGEPSD | 0.0763 | 0.0881 | 0.0748 | 0.0738 | 0.0600 | FUGEPSD | 0.9100 | 0.9283 | 0.9103 | 0.9080 | 0.8716 | FUGEPSD | 0.8507 | 0.8874 | 0.8702 | 0.8499 | 0.8661 | |||||
| nursery | SDIGA | 0.0551 | 0.0552 | 0.0659 | 0.0662 | 0.0594 | nursery | SDIGA | 0.4446 | 0.4608 | 0.4602 | 0.5448 | 0.4665 | nursery | SDIGA | 0.7096 | 0.7283 | 0.6699 | 0.6707 | 0.7242 | ||
| NMEEFSD | 0.2001 | 0.1628 | 0.1637 | 0.1491 | 0.1890 | NMEEFSD | 1.0000 | 0.8963 | 0.8345 | 0.8703 | 0.9280 | NMEEFSD | 1.0000 | 0.9122 | 0.8039 | 0.8526 | 0.9176 | |||||
| FUGEPSD | 0.0888 | 0.0875 | 0.0462 | 0.1498 | 0.1745 | FUGEPSD | 0.0000 | 0.3103 | 0.1456 | 0.5333 | 0.8333 | FUGEPSD | 0.4000 | 0.4047 | 0.2475 | 0.7227 | 0.8149 | |||||
| page-blocks | SDIGA | 0.0009 | 0.0005 | 0.0011 | 0.0008 | 0.0010 | page-blocks | SDIGA | 0.9045 | 0.8953 | 0.8744 | 0.8996 | 0.9047 | page-blocks | SDIGA | 0.3086 | 0.2986 | 0.2663 | 0.2535 | 0.2624 | ||
| NMEEFSD | 0.0142 | 0.0141 | 0.0147 | 0.0139 | 0.0149 | NMEEFSD | 0.9994 | 0.9996 | 0.9996 | 0.9996 | 0.9995 | NMEEFSD | 0.9173 | 0.9185 | 0.9171 | 0.9145 | 0.9093 | |||||
| FUGEPSD | 0.0327 | 0.0321 | 0.0333 | 0.0355 | 0.0345 | FUGEPSD | 0.8978 | 0.8942 | 0.8950 | 0.8941 | 0.9042 | FUGEPSD | 0.8749 | 0.8464 | 0.8429 | 0.8600 | 0.8569 | |||||
| penbased | SDIGA | 0.0200 | 0.0175 | 0.0176 | 0.0187 | 0.0150 | penbased | SDIGA | 0.5138 | 0.4651 | 0.4354 | 0.4464 | 0.3700 | penbased | SDIGA | 0.6613 | 0.6307 | 0.5432 | 0.5721 | 0.4700 | ||
| NMEEFSD | 0.0611 | 0.0610 | 0.0602 | 0.0591 | 0.0586 | NMEEFSD | 0.7338 | 0.7345 | 0.7234 | 0.7194 | 0.7086 | NMEEFSD | 0.9642 | 0.9668 | 0.9660 | 0.9579 | 0.9434 | |||||
| FUGEPSD | 0.0739 | 0.0740 | 0.0746 | 0.0749 | 0.0746 | FUGEPSD | 0.9318 | 0.9404 | 0.9416 | 0.9497 | 0.9496 | FUGEPSD | 0.8449 | 0.8399 | 0.8352 | 0.8405 | 0.8449 | |||||
| phoneme | SDIGA | 0.0221 | 0.0210 | 0.0211 | 0.0246 | 0.0236 | phoneme | SDIGA | 0.9059 | 0.8912 | 0.8386 | 0.8888 | 0.8358 | phoneme | SDIGA | 0.5943 | 0.6116 | 0.5078 | 0.6445 | 0.4809 | ||
| NMEEFSD | 0.0256 | 0.0258 | 0.0261 | 0.0257 | 0.0265 | NMEEFSD | 0.9995 | 0.9994 | 0.9996 | 0.9995 | 0.9995 | NMEEFSD | 0.7460 | 0.7494 | 0.7479 | 0.7593 | 0.7446 | |||||
| FUGEPSD | 0.0695 | 0.0747 | 0.0724 | 0.0683 | 0.0759 | FUGEPSD | 0.8345 | 0.8142 | 0.8248 | 0.8391 | 0.8078 | FUGEPSD | 0.7754 | 0.7489 | 0.7605 | 0.7770 | 0.7325 | |||||
| pima | SDIGA | 0.0451 | 0.0530 | 0.0431 | 0.0492 | 0.0440 | pima | SDIGA | 0.7177 | 0.7848 | 0.7565 | 0.7611 | 0.7857 | pima | SDIGA | 0.4495 | 0.5536 | 0.5021 | 0.5767 | 0.5686 | ||
| NMEEFSD | 0.0653 | 0.0678 | 0.0674 | 0.0633 | 0.0725 | NMEEFSD | 0.9578 | 0.9590 | 0.9584 | 0.9568 | 0.9563 | NMEEFSD | 0.7487 | 0.7622 | 0.7718 | 0.7627 | 0.7643 | |||||
| FUGEPSD | 0.0417 | 0.0432 | 0.0442 | 0.0400 | 0.0419 | FUGEPSD | 0.8153 | 0.8189 | 0.8219 | 0.8336 | 0.8086 | FUGEPSD | 0.7958 | 0.7910 | 0.7939 | 0.7906 | 0.7963 | |||||
| ring | SDIGA | 0.0685 | 0.0603 | 0.0521 | 0.0472 | 0.0386 | ring | SDIGA | 0.8157 | 0.7129 | 0.5827 | 0.5603 | 0.3698 | ring | SDIGA | 0.5307 | 0.4640 | 0.3846 | 0.3647 | 0.2544 | ||
| NMEEFSD | 0.1540 | 0.1504 | 0.1472 | 0.1374 | 0.1330 | NMEEFSD | 1.0000 | 1.0000 | 0.9998 | 0.9991 | 0.9993 | NMEEFSD | 0.7374 | 0.7336 | 0.7326 | 0.7248 | 0.7181 | |||||
| FUGEPSD | 0.0400 | 0.0383 | 0.0383 | 0.0533 | 0.0499 | FUGEPSD | 0.8339 | 0.8468 | 0.8390 | 0.8605 | 0.8591 | FUGEPSD | 0.8160 | 0.8203 | 0.8135 | 0.8294 | 0.8268 | |||||
| segment | SDIGA | 0.0191 | 0.0152 | 0.0111 | 0.0076 | 0.0100 | segment | SDIGA | 0.9359 | 0.8803 | 0.8240 | 0.8628 | 0.8747 | segment | SDIGA | 0.2653 | 0.2825 | 0.2566 | 0.2705 | 0.2628 | ||
| NMEEFSD | 0.1160 | 0.1162 | 0.1138 | 0.1111 | 0.1135 | NMEEFSD | 0.9986 | 0.9947 | 0.9894 | 0.9665 | 0.9361 | NMEEFSD | 1.0000 | 0.9989 | 0.9903 | 0.9793 | 0.9814 | |||||
| FUGEPSD | 0.0820 | 0.0837 | 0.0810 | 0.0820 | 0.0786 | FUGEPSD | 0.9378 | 0.9309 | 0.9526 | 0.9677 | 0.9667 | FUGEPSD | 0.8067 | 0.8185 | 0.8090 | 0.8049 | 0.7991 | |||||
| shuttle | SDIGA | 0.0234 | 0.0284 | 0.0220 | 0.0233 | 0.0215 | shuttle | SDIGA | 0.7381 | 0.7317 | 0.7224 | 0.6817 | 0.7951 | shuttle | SDIGA | 0.3748 | 0.3824 | 0.3758 | 0.3464 | 0.3047 | ||
| NMEEFSD | 0.0657 | 0.0655 | 0.0617 | 0.0638 | 0.0650 | NMEEFSD | 1.0000 | 1.0000 | 0.9999 | 1.0000 | 0.9992 | NMEEFSD | 0.8785 | 0.8783 | 0.8749 | 0.8751 | 0.8740 | |||||
| FUGEPSD | 0.0591 | 0.0592 | 0.0000 | 0.0350 | 0.0193 | FUGEPSD | 0.9586 | 0.9619 | 0.0000 | 0.5747 | 0.3892 | FUGEPSD | 0.9077 | 0.9079 | 0.0000 | 0.5489 | 0.3528 | |||||
| sonar | SDIGA | 0.0222 | 0.0122 | 0.0199 | 0.0097 | 0.0088 | sonar | SDIGA | 0.9882 | 0.9945 | 0.9316 | 0.9857 | 0.9623 | sonar | SDIGA | 0.5432 | 0.5216 | 0.5409 | 0.5247 | 0.5138 | ||
| NMEEFSD | 0.1177 | 0.1092 | 0.1048 | 0.1071 | 0.0877 | NMEEFSD | 0.9530 | 0.9422 | 0.9572 | 0.9303 | 0.9643 | NMEEFSD | 0.7502 | 0.7399 | 0.7402 | 0.7487 | 0.7170 | |||||
| FUGEPSD | 0.0589 | 0.0624 | 0.0551 | 0.0494 | 0.0361 | FUGEPSD | 0.7205 | 0.7447 | 0.7189 | 0.6859 | 0.7222 | FUGEPSD | 0.7277 | 0.7725 | 0.7329 | 0.7606 | 0.6471 | |||||
| spambase | SDIGA | 0.0003 | -0.0001 | 0.0002 | 0.0000 | 0.0002 | spambase | SDIGA | 0.9611 | 0.8949 | 0.9618 | 0.9332 | 0.9296 | spambase | SDIGA | 0.4939 | 0.4152 | 0.4781 | 0.5279 | 0.5031 | ||
| NMEEFSD | 0.0377 | 0.0376 | 0.0376 | 0.0360 | 0.0360 | NMEEFSD | 0.9946 | 0.9946 | 0.9940 | 0.9941 | 0.9934 | NMEEFSD | 0.6482 | 0.6477 | 0.6450 | 0.6445 | 0.6305 | |||||
| FUGEPSD | 0.0477 | 0.0531 | 0.0486 | 0.0443 | 0.0477 | FUGEPSD | 0.9482 | 0.9388 | 0.9464 | 0.9508 | 0.9450 | FUGEPSD | 0.8113 | 0.8230 | 0.8165 | 0.8027 | 0.8165 | |||||
| splice | SDIGA | 0.0064 | 0.0080 | 0.0101 | 0.0055 | 0.0086 | splice | SDIGA | 0.2701 | 0.3014 | 0.2975 | 0.2949 | 0.3001 | splice | SDIGA | 0.3389 | 0.3649 | 0.3763 | 0.3592 | 0.3700 | ||
| NMEEFSD | 0.0833 | 0.0833 | 0.0800 | 0.0755 | 0.0794 | NMEEFSD | 0.5348 | 0.5516 | 0.5323 | 0.4661 | 0.5039 | NMEEFSD | 0.7395 | 0.7341 | 0.7293 | 0.7571 | 0.7074 | |||||
| FUGEPSD | 0.1557 | 0.1501 | 0.1550 | 0.1617 | 0.1550 | FUGEPSD | 0.9933 | 0.9576 | 0.9737 | 0.9867 | 0.9639 | FUGEPSD | 0.6950 | 0.7012 | 0.7215 | 0.7531 | 0.7381 | |||||
| thyroid | SDIGA | 0.0016 | 0.0010 | 0.0009 | 0.0014 | 0.0012 | thyroid | SDIGA | 0.9967 | 0.9566 | 0.9162 | 0.9994 | 0.9643 | thyroid | SDIGA | 0.4203 | 0.4152 | 0.4214 | 0.4065 | 0.4487 | ||
| NMEEFSD | 0.0064 | 0.0064 | 0.0074 | 0.0069 | 0.0065 | NMEEFSD | 0.9610 | 0.9617 | 0.9550 | 0.9594 | 0.9636 | NMEEFSD | 0.9327 | 0.9343 | 0.9318 | 0.9304 | 0.9312 | |||||
| FUGEPSD | 0.0051 | 0.0043 | 0.0049 | 0.0046 | 0.0053 | FUGEPSD | 0.8877 | 0.9035 | 0.9114 | 0.9261 | 0.9191 | FUGEPSD | 0.8438 | 0.8122 | 0.8817 | 0.8561 | 0.9314 | |||||
| twonorm | SDIGA | 0.0459 | 0.0445 | 0.0413 | 0.0385 | 0.0348 | twonorm | SDIGA | 0.9992 | 0.9992 | 0.9991 | 0.9220 | 0.9328 | twonorm | SDIGA | 0.5611 | 0.5603 | 0.5566 | 0.5134 | 0.5139 | ||
| NMEEFSD | 0.0684 | 0.0661 | 0.0620 | 0.0486 | 0.0577 | NMEEFSD | 0.9976 | 0.9975 | 0.9977 | 0.9985 | 0.9976 | NMEEFSD | 0.6181 | 0.6229 | 0.6062 | 0.5778 | 0.6111 | |||||
| FUGEPSD | 0.0800 | 0.0840 | 0.0868 | 0.0853 | 0.0797 | FUGEPSD | 0.7469 | 0.7364 | 0.7252 | 0.7587 | 0.7740 | FUGEPSD | 0.7785 | 0.7887 | 0.7977 | 0.7766 | 0.7634 | |||||
| vehicle | SDIGA | 0.0212 | 0.0274 | 0.0277 | 0.0232 | 0.0184 | vehicle | SDIGA | 0.4888 | 0.5536 | 0.5714 | 0.4824 | 0.4001 | vehicle | SDIGA | 0.3051 | 0.3235 | 0.3506 | 0.2485 | 0.2589 | ||
| NMEEFSD | 0.1131 | 0.0986 | 0.0976 | 0.1006 | 0.0792 | NMEEFSD | 0.9725 | 0.8399 | 0.8625 | 0.9572 | 0.7290 | NMEEFSD | 0.5159 | 0.6535 | 0.6214 | 0.4872 | 0.6481 | |||||
| FUGEPSD | 0.0738 | 0.0707 | 0.0751 | 0.0717 | 0.0684 | FUGEPSD | 0.7593 | 0.7153 | 0.7486 | 0.7326 | 0.7794 | FUGEPSD | 0.6746 | 0.6772 | 0.7036 | 0.6791 | 0.6164 | |||||
| vowel | SDIGA | 0.0023 | 0.0022 | 0.0008 | 0.0012 | 0.0008 | vowel | SDIGA | 0.2060 | 0.1874 | 0.1513 | 0.1695 | 0.1558 | vowel | SDIGA | 0.0449 | 0.0390 | 0.0134 | 0.0207 | 0.0140 | ||
| NMEEFSD | 0.0608 | 0.0612 | 0.0529 | 0.0562 | 0.0510 | NMEEFSD | 0.9333 | 0.9210 | 0.8871 | 0.8545 | 0.8071 | NMEEFSD | 0.7117 | 0.7248 | 0.6699 | 0.6815 | 0.6404 | |||||
| FUGEPSD | 0.0489 | 0.0461 | 0.0432 | 0.0455 | 0.0450 | FUGEPSD | 0.7695 | 0.7500 | 0.6926 | 0.7259 | 0.7481 | FUGEPSD | 0.6226 | 0.6725 | 0.6869 | 0.6423 | 0.6724 | |||||
| wdbc | SDIGA | 0.0384 | 0.0210 | 0.0549 | 0.0193 | 0.0129 | wdbc | SDIGA | 0.9443 | 0.9201 | 0.8951 | 0.9398 | 0.9145 | wdbc | SDIGA | 0.6516 | 0.6167 | 0.5809 | 0.5579 | 0.5330 | ||
| NMEEFSD | 0.1633 | 0.1542 | 0.1500 | 0.1322 | 0.1277 | NMEEFSD | 0.9955 | 0.9936 | 0.9966 | 0.9838 | 0.9857 | NMEEFSD | 0.8753 | 0.8641 | 0.8300 | 0.8428 | 0.8216 | |||||
| FUGEPSD | 0.1307 | 0.1262 | 0.1204 | 0.1058 | 0.1151 | FUGEPSD | 0.9411 | 0.9445 | 0.9351 | 0.9502 | 0.9525 | FUGEPSD | 0.9848 | 0.9722 | 0.9854 | 0.9476 | 0.9663 | |||||
| wine | SDIGA | 0.0641 | 0.0468 | 0.0547 | 0.0662 | 0.0605 | wine | SDIGA | 0.8135 | 0.7409 | 0.7654 | 0.7571 | 0.7801 | wine | SDIGA | 0.7955 | 0.7458 | 0.7446 | 0.7292 | 0.7252 | ||
| NMEEFSD | 0.1806 | 0.1731 | 0.1604 | 0.1578 | 0.1484 | NMEEFSD | 1.0000 | 0.9862 | 0.9715 | 0.9573 | 0.9314 | NMEEFSD | 0.8281 | 0.8084 | 0.7893 | 0.7769 | 0.7735 | |||||
| FUGEPSD | 0.1355 | 0.1398 | 0.1363 | 0.1246 | 0.1247 | FUGEPSD | 0.9215 | 0.9258 | 0.9254 | 0.9270 | 0.9317 | FUGEPSD | 0.9352 | 0.9307 | 0.9194 | 0.9241 | 0.9410 | |||||
| yeast | SDIGA | 0.0292 | 0.0283 | 0.0289 | 0.0259 | 0.0235 | yeast | SDIGA | 0.9943 | 0.9793 | 0.9625 | 0.9537 | 0.9833 | yeast | SDIGA | 0.3969 | 0.4462 | 0.2811 | 0.2324 | 0.2010 | ||
| NMEEFSD | 0.0437 | 0.0421 | 0.0631 | 0.0547 | 0.0431 | NMEEFSD | 0.8974 | 0.9368 | 0.9008 | 0.8567 | 0.7260 | NMEEFSD | 0.6086 | 0.5900 | 0.4854 | 0.4936 | 0.5203 | |||||
| FUGEPSD | 0.0065 | 0.0073 | 0.0141 | 0.0124 | 0.0097 | FUGEPSD | 0.8194 | 0.7093 | 0.7028 | 0.5778 | 0.5778 | FUGEPSD | 0.8132 | 0.8037 | 0.6161 | 0.7596 | 0.7804 | |||||
| zoo | SDIGA | 0.0441 | 0.0455 | 0.0364 | 0.0398 | 0.0395 | zoo | SDIGA | 0.9118 | 0.8411 | 0.8506 | 0.8532 | 0.8727 | zoo | SDIGA | 0.2616 | 0.2718 | 0.2526 | 0.2400 | 0.2382 | ||
| NMEEFSD | 0.1475 | 0.1516 | 0.1516 | 0.1479 | 0.1546 | NMEEFSD | 1.0000 | 1.0000 | 1.0000 | 0.9863 | 0.9765 | NMEEFSD | 0.8374 | 0.8395 | 0.8395 | 0.8445 | 0.8251 | |||||
| FUGEPSD | 0.1019 | 0.0994 | 0.1047 | 0.1167 | 0.1204 | FUGEPSD | 0.7250 | 0.7127 | 0.6974 | 0.8821 | 0.8268 | FUGEPSD | 0.8429 | 0.8063 | 0.8069 | 0.8696 | 0.8032 | |||||