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 |