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 |