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 |