UNUS |
0% |
5% |
10% |
15% |
20% |
|
SENS |
0% |
5% |
10% |
15% |
20% |
|
FCNF |
0% |
5% |
10% |
15% |
20% |
automobiles |
SDIGA |
0.0120 |
0.0037 |
0.0111 |
0.0049 |
0.0056 |
|
automobiles |
SDIGA |
0.9801 |
0.9349 |
0.8968 |
0.9359 |
0.9562 |
|
automobiles |
SDIGA |
0.1866 |
0.1826 |
0.1730 |
0.1716 |
0.1825 |
NMEEFSD |
0.0888 |
0.0905 |
0.0956 |
0.0701 |
0.0783 |
|
NMEEFSD |
0.6430 |
0.6897 |
0.7704 |
0.5394 |
0.6711 |
|
NMEEFSD |
0.6680 |
0.7015 |
0.6156 |
0.6589 |
0.5681 |
FUGEPSD |
0.0806 |
0.0782 |
0.0835 |
0.0833 |
0.0764 |
|
FUGEPSD |
0.4741 |
0.4784 |
0.7781 |
0.7465 |
0.7304 |
|
FUGEPSD |
0.6760 |
0.6755 |
0.6065 |
0.7023 |
0.6431 |
balance |
SDIGA |
0.0524 |
0.0557 |
0.0553 |
0.0481 |
0.0368 |
|
balance |
SDIGA |
0.5294 |
0.5606 |
0.5920 |
0.6081 |
0.6217 |
|
balance |
SDIGA |
0.6161 |
0.5701 |
0.5366 |
0.4904 |
0.4292 |
NMEEFSD |
0.0894 |
0.0863 |
0.0800 |
0.0735 |
0.0747 |
|
NMEEFSD |
0.5986 |
0.5934 |
0.5808 |
0.5703 |
0.5742 |
|
NMEEFSD |
0.6818 |
0.6659 |
0.6472 |
0.6240 |
0.6222 |
FUGEPSD |
0.0646 |
0.0646 |
0.0650 |
0.0661 |
0.0704 |
|
FUGEPSD |
0.5243 |
0.5243 |
0.5556 |
0.5244 |
0.5414 |
|
FUGEPSD |
0.6727 |
0.6727 |
0.6565 |
0.6777 |
0.6805 |
banana |
SDIGA |
0.0254 |
0.0244 |
0.0233 |
0.0213 |
0.0182 |
|
banana |
SDIGA |
0.9994 |
0.9994 |
0.9992 |
0.9994 |
0.9992 |
|
banana |
SDIGA |
0.5367 |
0.5353 |
0.5335 |
0.5305 |
0.5262 |
NMEEFSD |
0.0158 |
0.0152 |
0.0151 |
0.0140 |
0.0117 |
|
NMEEFSD |
0.9997 |
0.9997 |
0.9997 |
0.9997 |
0.9997 |
|
NMEEFSD |
0.5700 |
0.5670 |
0.5617 |
0.5593 |
0.5562 |
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 |
0.0126 |
0.0087 |
0.0037 |
0.0047 |
|
car |
SDIGA |
0.2404 |
0.1267 |
0.0735 |
0.0287 |
0.0325 |
|
car |
SDIGA |
0.8666 |
0.9371 |
0.9682 |
0.9939 |
0.9912 |
NMEEFSD |
0.1009 |
0.0958 |
0.0895 |
0.0861 |
0.0835 |
|
NMEEFSD |
0.4808 |
0.4776 |
0.4699 |
0.4692 |
0.4725 |
|
NMEEFSD |
1.0000 |
0.9608 |
0.9264 |
0.8950 |
0.8625 |
FUGEPSD |
0.0959 |
0.0959 |
0.0999 |
0.0999 |
0.0959 |
|
FUGEPSD |
0.4570 |
0.4570 |
0.4760 |
0.4760 |
0.4570 |
|
FUGEPSD |
1.0000 |
1.0000 |
1.0000 |
1.0000 |
1.0000 |
cleveland |
SDIGA |
0.0178 |
0.0145 |
0.0143 |
0.0075 |
0.0115 |
|
cleveland |
SDIGA |
0.3210 |
0.3061 |
0.3606 |
0.2425 |
0.3279 |
|
cleveland |
SDIGA |
0.3811 |
0.3221 |
0.3308 |
0.3476 |
0.3442 |
NMEEFSD |
0.1188 |
0.1184 |
0.1185 |
0.1073 |
0.1073 |
|
NMEEFSD |
0.8569 |
0.8474 |
0.8123 |
0.7862 |
0.7882 |
|
NMEEFSD |
0.7564 |
0.7466 |
0.7424 |
0.6854 |
0.6935 |
FUGEPSD |
0.1022 |
0.1018 |
0.1012 |
0.1043 |
0.1008 |
|
FUGEPSD |
0.7621 |
0.7633 |
0.7511 |
0.7768 |
0.7731 |
|
FUGEPSD |
0.7967 |
0.7973 |
0.7779 |
0.7870 |
0.7971 |
contraceptive |
SDIGA |
-0.0001 |
0.0017 |
0.0024 |
0.0044 |
0.0011 |
|
contraceptive |
SDIGA |
0.2194 |
0.2019 |
0.2906 |
0.2611 |
0.2090 |
|
contraceptive |
SDIGA |
0.2190 |
0.2650 |
0.3126 |
0.2226 |
0.2906 |
NMEEFSD |
0.0324 |
0.0307 |
0.0284 |
0.0305 |
0.0294 |
|
NMEEFSD |
0.4432 |
0.4382 |
0.5338 |
0.4224 |
0.4273 |
|
NMEEFSD |
0.5982 |
0.5864 |
0.4920 |
0.5854 |
0.5802 |
FUGEPSD |
0.0268 |
0.0268 |
0.0211 |
0.0186 |
0.0259 |
|
FUGEPSD |
0.2130 |
0.2130 |
0.1717 |
0.2990 |
0.1637 |
|
FUGEPSD |
0.6945 |
0.6945 |
0.6258 |
0.6466 |
0.6788 |
dermatology |
SDIGA |
0.0143 |
0.0077 |
0.0062 |
0.0069 |
0.0051 |
|
dermatology |
SDIGA |
0.8273 |
0.7908 |
0.7758 |
0.8161 |
0.7782 |
|
dermatology |
SDIGA |
0.2077 |
0.1861 |
0.2026 |
0.1904 |
0.1823 |
NMEEFSD |
0.1581 |
0.1567 |
0.1522 |
0.1405 |
0.1380 |
|
NMEEFSD |
0.9942 |
0.9814 |
0.9482 |
0.8980 |
0.8938 |
|
NMEEFSD |
0.7784 |
0.7688 |
0.7818 |
0.7120 |
0.7112 |
FUGEPSD |
0.1216 |
0.1210 |
0.1339 |
0.1393 |
0.1309 |
|
FUGEPSD |
0.9495 |
0.9472 |
0.9670 |
0.9487 |
0.9444 |
|
FUGEPSD |
0.8113 |
0.7981 |
0.7834 |
0.8026 |
0.8013 |
ecoli |
SDIGA |
0.0245 |
0.0191 |
0.0201 |
0.0189 |
0.0223 |
|
ecoli |
SDIGA |
0.9027 |
0.8550 |
0.8791 |
0.8707 |
0.9265 |
|
ecoli |
SDIGA |
0.5095 |
0.4795 |
0.3848 |
0.3201 |
0.2275 |
NMEEFSD |
0.0343 |
0.0142 |
0.0445 |
0.0774 |
0.0244 |
|
NMEEFSD |
0.9691 |
0.6245 |
0.5920 |
0.7563 |
0.5011 |
|
NMEEFSD |
0.8185 |
0.8770 |
0.7592 |
0.6686 |
0.7892 |
FUGEPSD |
0.0791 |
0.0793 |
0.0980 |
0.1203 |
0.1447 |
|
FUGEPSD |
0.8121 |
0.8195 |
0.8419 |
0.7878 |
0.8369 |
|
FUGEPSD |
0.6827 |
0.6794 |
0.7571 |
0.7884 |
0.8300 |
flare |
SDIGA |
0.0185 |
0.0059 |
0.0208 |
0.0098 |
0.0091 |
|
flare |
SDIGA |
0.3793 |
0.4440 |
0.6588 |
0.4533 |
0.5802 |
|
flare |
SDIGA |
0.3359 |
0.3147 |
0.3079 |
0.3614 |
0.3579 |
NMEEFSD |
0.1571 |
0.1420 |
0.1538 |
0.1394 |
0.1300 |
|
NMEEFSD |
0.9922 |
0.9479 |
0.9226 |
0.8921 |
0.8318 |
|
NMEEFSD |
1.0000 |
0.9373 |
0.9063 |
0.8772 |
0.8491 |
FUGEPSD |
0.1657 |
0.1657 |
0.1655 |
0.1652 |
0.1657 |
|
FUGEPSD |
0.9932 |
0.9932 |
0.9921 |
0.9906 |
0.9932 |
|
FUGEPSD |
1.0000 |
1.0000 |
1.0000 |
1.0000 |
1.0000 |
german |
SDIGA |
0.0023 |
-0.0008 |
0.0030 |
0.0013 |
0.0011 |
|
german |
SDIGA |
0.9006 |
0.9432 |
0.8996 |
0.8652 |
0.8458 |
|
german |
SDIGA |
0.5351 |
0.5418 |
0.5590 |
0.5419 |
0.5439 |
NMEEFSD |
0.0329 |
0.0339 |
0.0266 |
0.0325 |
0.0253 |
|
NMEEFSD |
0.7704 |
0.7485 |
0.7595 |
0.7398 |
0.7156 |
|
NMEEFSD |
0.7669 |
0.7701 |
0.7295 |
0.7419 |
0.7280 |
FUGEPSD |
0.0246 |
0.0249 |
0.0265 |
0.0271 |
0.0280 |
|
FUGEPSD |
0.8162 |
0.8159 |
0.8179 |
0.8271 |
0.7949 |
|
FUGEPSD |
0.7616 |
0.7610 |
0.7619 |
0.7824 |
0.7591 |
hayes-roth |
SDIGA |
0.0414 |
0.0398 |
0.0404 |
0.0400 |
0.0317 |
|
hayes-roth |
SDIGA |
0.7104 |
0.6452 |
0.7404 |
0.7631 |
0.7249 |
|
hayes-roth |
SDIGA |
0.6912 |
0.7269 |
0.6236 |
0.6309 |
0.5486 |
NMEEFSD |
0.0767 |
0.0727 |
0.0718 |
0.0680 |
0.0602 |
|
NMEEFSD |
0.5015 |
0.5161 |
0.4834 |
0.4981 |
0.4533 |
|
NMEEFSD |
0.8810 |
0.8483 |
0.9036 |
0.8383 |
0.8207 |
FUGEPSD |
0.0270 |
0.0270 |
0.0128 |
0.0632 |
0.0252 |
|
FUGEPSD |
0.4800 |
0.4800 |
0.2600 |
0.4891 |
0.3909 |
|
FUGEPSD |
0.4494 |
0.4494 |
0.2196 |
0.5758 |
0.3970 |
heart |
SDIGA |
0.0605 |
0.0398 |
0.0328 |
0.0258 |
0.0476 |
|
heart |
SDIGA |
0.9205 |
0.8409 |
0.9037 |
0.8861 |
0.9203 |
|
heart |
SDIGA |
0.6279 |
0.5989 |
0.5850 |
0.5489 |
0.6060 |
NMEEFSD |
0.1156 |
0.1071 |
0.1100 |
0.0981 |
0.0904 |
|
NMEEFSD |
0.8517 |
0.8476 |
0.8062 |
0.8033 |
0.8023 |
|
NMEEFSD |
0.7569 |
0.7249 |
0.7419 |
0.7317 |
0.7133 |
FUGEPSD |
0.0860 |
0.0862 |
0.0841 |
0.0816 |
0.0859 |
|
FUGEPSD |
0.7252 |
0.7266 |
0.7323 |
0.7436 |
0.7443 |
|
FUGEPSD |
0.7306 |
0.7302 |
0.7141 |
0.7280 |
0.7451 |
ionosphere |
SDIGA |
0.0262 |
0.0251 |
0.0188 |
0.0209 |
0.0217 |
|
ionosphere |
SDIGA |
0.8371 |
0.8391 |
0.8659 |
0.8279 |
0.8604 |
|
ionosphere |
SDIGA |
0.5899 |
0.5871 |
0.5656 |
0.5777 |
0.5761 |
NMEEFSD |
0.1256 |
0.1196 |
0.1123 |
0.0991 |
0.1002 |
|
NMEEFSD |
0.9769 |
0.9541 |
0.9709 |
0.9499 |
0.9555 |
|
NMEEFSD |
0.8337 |
0.8298 |
0.8006 |
0.7756 |
0.7732 |
FUGEPSD |
0.1845 |
0.1834 |
0.1620 |
0.1701 |
0.1575 |
|
FUGEPSD |
0.9507 |
0.9501 |
0.9612 |
0.9561 |
0.9648 |
|
FUGEPSD |
0.9587 |
0.9573 |
0.9061 |
0.9332 |
0.8888 |
iris |
SDIGA |
0.1811 |
0.1580 |
0.1568 |
0.1271 |
0.0989 |
|
iris |
SDIGA |
1.0000 |
0.9872 |
0.9677 |
0.9482 |
0.9084 |
|
iris |
SDIGA |
0.9357 |
0.9044 |
0.8633 |
0.7792 |
0.7898 |
NMEEFSD |
0.1912 |
0.1790 |
0.1659 |
0.1595 |
0.1453 |
|
NMEEFSD |
1.0000 |
0.9926 |
0.9407 |
0.9149 |
0.8388 |
|
NMEEFSD |
0.9222 |
0.8770 |
0.9027 |
0.8578 |
0.8369 |
FUGEPSD |
0.1244 |
0.1244 |
0.1270 |
0.1423 |
0.1281 |
|
FUGEPSD |
0.9650 |
0.9650 |
0.9683 |
0.9680 |
0.9346 |
|
FUGEPSD |
0.8844 |
0.8844 |
0.8515 |
0.8728 |
0.8506 |
led7digit |
SDIGA |
0.0580 |
0.0533 |
0.0450 |
0.0413 |
0.0390 |
|
led7digit |
SDIGA |
0.7903 |
0.7733 |
0.7019 |
0.7417 |
0.7501 |
|
led7digit |
SDIGA |
0.6193 |
0.5730 |
0.5652 |
0.4680 |
0.4081 |
NMEEFSD |
0.0673 |
0.0641 |
0.0617 |
0.0606 |
0.0625 |
|
NMEEFSD |
0.8150 |
0.7816 |
0.7316 |
0.6614 |
0.6796 |
|
NMEEFSD |
0.6629 |
0.6546 |
0.6470 |
0.6584 |
0.6667 |
FUGEPSD |
0.0614 |
0.0614 |
0.0681 |
0.0699 |
0.0684 |
|
FUGEPSD |
0.7623 |
0.7623 |
0.8187 |
0.8179 |
0.7345 |
|
FUGEPSD |
0.6376 |
0.6376 |
0.6682 |
0.6947 |
0.7084 |
magic |
SDIGA |
0.0289 |
0.0303 |
0.0303 |
0.0262 |
0.0260 |
|
magic |
SDIGA |
0.8931 |
0.9408 |
0.9377 |
0.9652 |
0.9370 |
|
magic |
SDIGA |
0.7182 |
0.7489 |
0.7522 |
0.7098 |
0.7303 |
NMEEFSD |
0.0591 |
0.0551 |
0.0543 |
0.0480 |
0.0490 |
|
NMEEFSD |
0.9537 |
0.9551 |
0.9479 |
0.9518 |
0.9428 |
|
NMEEFSD |
0.7404 |
0.7240 |
0.7176 |
0.6991 |
0.6918 |
FUGEPSD |
0.0475 |
0.0472 |
0.0513 |
0.0606 |
0.0568 |
|
FUGEPSD |
0.9413 |
0.9410 |
0.9360 |
0.9220 |
0.9267 |
|
FUGEPSD |
0.7420 |
0.7406 |
0.7562 |
0.7672 |
0.7783 |
monk-2 |
SDIGA |
0.0999 |
0.0711 |
0.0576 |
0.0610 |
0.0456 |
|
monk-2 |
SDIGA |
0.6390 |
0.4919 |
0.3982 |
0.4502 |
0.3391 |
|
monk-2 |
SDIGA |
0.8299 |
0.8227 |
0.8577 |
0.8282 |
0.7953 |
NMEEFSD |
0.1227 |
0.1163 |
0.1107 |
0.1067 |
0.0943 |
|
NMEEFSD |
0.6656 |
0.6518 |
0.6426 |
0.6318 |
0.5866 |
|
NMEEFSD |
0.8194 |
0.8033 |
0.7905 |
0.7866 |
0.7742 |
FUGEPSD |
0.0631 |
0.0631 |
0.0631 |
0.0745 |
0.0745 |
|
FUGEPSD |
0.4206 |
0.4206 |
0.4206 |
0.4747 |
0.4747 |
|
FUGEPSD |
0.7422 |
0.7422 |
0.7422 |
0.7652 |
0.7652 |
newthyroid |
SDIGA |
0.0575 |
0.0628 |
0.0632 |
0.0610 |
0.0733 |
|
newthyroid |
SDIGA |
0.7717 |
0.9427 |
0.9155 |
0.9342 |
0.9775 |
|
newthyroid |
SDIGA |
0.9861 |
0.7845 |
0.9017 |
0.8459 |
0.7723 |
NMEEFSD |
0.1088 |
0.0979 |
0.0994 |
0.0867 |
0.0839 |
|
NMEEFSD |
1.0000 |
0.9935 |
0.9960 |
1.0000 |
0.9925 |
|
NMEEFSD |
0.8498 |
0.8348 |
0.8016 |
0.7575 |
0.7534 |
FUGEPSD |
0.0763 |
0.0763 |
0.0800 |
0.0746 |
0.0547 |
|
FUGEPSD |
0.9100 |
0.9100 |
0.9298 |
0.9090 |
0.9035 |
|
FUGEPSD |
0.8507 |
0.8507 |
0.8702 |
0.8504 |
0.8427 |
nursery |
SDIGA |
0.0551 |
0.0274 |
0.0219 |
0.0114 |
0.0070 |
|
nursery |
SDIGA |
0.4446 |
0.2040 |
0.1605 |
0.0902 |
0.0535 |
|
nursery |
SDIGA |
0.7096 |
0.9180 |
0.9366 |
0.9720 |
0.9873 |
NMEEFSD |
0.2001 |
0.2132 |
0.2016 |
0.1842 |
0.1752 |
|
NMEEFSD |
1.0000 |
0.9882 |
0.9615 |
0.9256 |
0.9291 |
|
NMEEFSD |
1.0000 |
0.9653 |
0.9259 |
0.8634 |
0.8195 |
FUGEPSD |
0.0888 |
0.0888 |
0.2222 |
0.2222 |
0.2222 |
|
FUGEPSD |
0.0000 |
0.0000 |
1.0000 |
1.0000 |
1.0000 |
|
FUGEPSD |
0.4000 |
0.4000 |
1.0000 |
1.0000 |
1.0000 |
page-blocks |
SDIGA |
0.0009 |
0.0006 |
0.0012 |
0.0005 |
0.0007 |
|
page-blocks |
SDIGA |
0.9045 |
0.9892 |
0.9865 |
0.9820 |
0.9882 |
|
page-blocks |
SDIGA |
0.3086 |
0.2024 |
0.2090 |
0.1869 |
0.2016 |
NMEEFSD |
0.0142 |
0.0144 |
0.0133 |
0.0102 |
0.0114 |
|
NMEEFSD |
0.9994 |
0.9993 |
0.9980 |
0.9993 |
0.9989 |
|
NMEEFSD |
0.9173 |
0.8834 |
0.8489 |
0.8119 |
0.7716 |
FUGEPSD |
0.0327 |
0.0339 |
0.0438 |
0.0416 |
0.0388 |
|
FUGEPSD |
0.8978 |
0.8964 |
0.9435 |
0.9428 |
0.9473 |
|
FUGEPSD |
0.8749 |
0.8810 |
0.9502 |
0.9086 |
0.9055 |
penbased |
SDIGA |
0.0200 |
0.0163 |
0.0177 |
0.0143 |
0.0117 |
|
penbased |
SDIGA |
0.5138 |
0.4008 |
0.3925 |
0.2982 |
0.2568 |
|
penbased |
SDIGA |
0.6613 |
0.5369 |
0.4385 |
0.3514 |
0.3010 |
NMEEFSD |
0.0611 |
0.0575 |
0.0544 |
0.0418 |
0.0409 |
|
NMEEFSD |
0.7338 |
0.7047 |
0.6724 |
0.5158 |
0.5044 |
|
NMEEFSD |
0.9642 |
0.9161 |
0.8709 |
0.8338 |
0.7954 |
FUGEPSD |
0.0739 |
0.0741 |
0.0755 |
0.0758 |
0.0762 |
|
FUGEPSD |
0.9318 |
0.9342 |
0.9592 |
0.9680 |
0.9549 |
|
FUGEPSD |
0.8449 |
0.8463 |
0.8410 |
0.8563 |
0.8760 |
phoneme |
SDIGA |
0.0221 |
0.0208 |
0.0217 |
0.0210 |
0.0194 |
|
phoneme |
SDIGA |
0.9059 |
0.9042 |
0.8327 |
0.8989 |
0.8293 |
|
phoneme |
SDIGA |
0.5943 |
0.5906 |
0.5070 |
0.5953 |
0.4564 |
NMEEFSD |
0.0256 |
0.0245 |
0.0231 |
0.0220 |
0.0206 |
|
NMEEFSD |
0.9995 |
0.9995 |
0.9996 |
0.9996 |
0.9996 |
|
NMEEFSD |
0.7460 |
0.7357 |
0.7240 |
0.7169 |
0.6956 |
FUGEPSD |
0.0695 |
0.0695 |
0.0676 |
0.0666 |
0.0686 |
|
FUGEPSD |
0.8345 |
0.8345 |
0.8451 |
0.8472 |
0.8403 |
|
FUGEPSD |
0.7754 |
0.7754 |
0.7907 |
0.7932 |
0.7832 |
pima |
SDIGA |
0.0451 |
0.0387 |
0.0386 |
0.0260 |
0.0338 |
|
pima |
SDIGA |
0.7177 |
0.7754 |
0.7276 |
0.7568 |
0.7466 |
|
pima |
SDIGA |
0.4495 |
0.4789 |
0.4311 |
0.4944 |
0.4349 |
NMEEFSD |
0.0653 |
0.0605 |
0.0582 |
0.0502 |
0.0589 |
|
NMEEFSD |
0.9578 |
0.9575 |
0.9568 |
0.9522 |
0.9513 |
|
NMEEFSD |
0.7487 |
0.7292 |
0.7399 |
0.7031 |
0.7077 |
FUGEPSD |
0.0417 |
0.0423 |
0.0406 |
0.0394 |
0.0395 |
|
FUGEPSD |
0.8153 |
0.8092 |
0.8190 |
0.8105 |
0.8121 |
|
FUGEPSD |
0.7958 |
0.7998 |
0.8040 |
0.7921 |
0.8084 |
ring |
SDIGA |
0.0685 |
0.0483 |
0.0448 |
0.0184 |
-0.0003 |
|
ring |
SDIGA |
0.8157 |
0.5874 |
0.4595 |
0.1988 |
0.0270 |
|
ring |
SDIGA |
0.5307 |
0.3796 |
0.3081 |
0.1303 |
0.0107 |
NMEEFSD |
0.1540 |
0.1504 |
0.1508 |
0.1455 |
0.1392 |
|
NMEEFSD |
1.0000 |
0.9998 |
0.9997 |
0.9987 |
0.9988 |
|
NMEEFSD |
0.7374 |
0.7324 |
0.7425 |
0.7448 |
0.7335 |
FUGEPSD |
0.0400 |
0.0349 |
0.0411 |
0.0548 |
0.0430 |
|
FUGEPSD |
0.8339 |
0.8369 |
0.8404 |
0.8581 |
0.8696 |
|
FUGEPSD |
0.8160 |
0.8120 |
0.8160 |
0.8266 |
0.8210 |
segment |
SDIGA |
0.0191 |
0.0078 |
0.0112 |
0.0108 |
0.0163 |
|
segment |
SDIGA |
0.9359 |
0.8059 |
0.8413 |
0.8079 |
0.8297 |
|
segment |
SDIGA |
0.2653 |
0.2207 |
0.2534 |
0.2602 |
0.3632 |
NMEEFSD |
0.1160 |
0.1112 |
0.1041 |
0.0977 |
0.0947 |
|
NMEEFSD |
0.9986 |
0.9546 |
0.9259 |
0.8715 |
0.8382 |
|
NMEEFSD |
1.0000 |
0.9598 |
0.8986 |
0.8587 |
0.8282 |
FUGEPSD |
0.0820 |
0.0837 |
0.0783 |
0.0794 |
0.0768 |
|
FUGEPSD |
0.9378 |
0.9410 |
0.9679 |
0.9857 |
0.9794 |
|
FUGEPSD |
0.8067 |
0.8132 |
0.8175 |
0.8172 |
0.8267 |
shuttle |
SDIGA |
0.0234 |
0.0250 |
0.0238 |
0.0314 |
0.0225 |
|
shuttle |
SDIGA |
0.7381 |
0.9781 |
0.9683 |
1.0000 |
0.9944 |
|
shuttle |
SDIGA |
0.3748 |
0.3042 |
0.3282 |
0.2137 |
0.2724 |
NMEEFSD |
0.0657 |
0.0576 |
0.0573 |
0.0504 |
0.0490 |
|
NMEEFSD |
1.0000 |
0.9998 |
0.9995 |
1.0000 |
0.9979 |
|
NMEEFSD |
0.8785 |
0.8331 |
0.8033 |
0.7544 |
0.7233 |
FUGEPSD |
0.0591 |
0.0591 |
0.0000 |
0.0000 |
0.0000 |
|
FUGEPSD |
0.9586 |
0.9586 |
0.0000 |
0.0000 |
0.0000 |
|
FUGEPSD |
0.9077 |
0.9078 |
0.0000 |
0.0000 |
0.0000 |
sonar |
SDIGA |
0.0222 |
0.0134 |
0.0224 |
0.0226 |
0.0126 |
|
sonar |
SDIGA |
0.9882 |
0.9936 |
0.9930 |
0.9926 |
0.9956 |
|
sonar |
SDIGA |
0.5432 |
0.5252 |
0.5395 |
0.5466 |
0.5288 |
NMEEFSD |
0.1177 |
0.1096 |
0.1097 |
0.1068 |
0.0896 |
|
NMEEFSD |
0.9530 |
0.9443 |
0.9554 |
0.9286 |
0.9572 |
|
NMEEFSD |
0.7502 |
0.7360 |
0.7420 |
0.7412 |
0.7255 |
FUGEPSD |
0.0589 |
0.0626 |
0.0579 |
0.0535 |
0.0360 |
|
FUGEPSD |
0.7205 |
0.7294 |
0.7294 |
0.6989 |
0.7055 |
|
FUGEPSD |
0.7277 |
0.7552 |
0.7591 |
0.7586 |
0.6461 |
spambase |
SDIGA |
0.0003 |
0.0004 |
0.0002 |
0.0000 |
0.0004 |
|
spambase |
SDIGA |
0.9611 |
0.9297 |
0.8666 |
0.8950 |
0.9658 |
|
spambase |
SDIGA |
0.4939 |
0.4604 |
0.4606 |
0.4772 |
0.4936 |
NMEEFSD |
0.0377 |
0.0348 |
0.0358 |
0.0332 |
0.0330 |
|
NMEEFSD |
0.9946 |
0.9945 |
0.9936 |
0.9937 |
0.9923 |
|
NMEEFSD |
0.6482 |
0.6386 |
0.6345 |
0.6309 |
0.6139 |
FUGEPSD |
0.0477 |
0.0487 |
0.0458 |
0.0415 |
0.0427 |
|
FUGEPSD |
0.9482 |
0.9454 |
0.9521 |
0.9580 |
0.9558 |
|
FUGEPSD |
0.8113 |
0.8098 |
0.8259 |
0.8180 |
0.8238 |
splice |
SDIGA |
0.0064 |
0.0085 |
0.0053 |
0.0057 |
0.0073 |
|
splice |
SDIGA |
0.2701 |
0.2816 |
0.2911 |
0.2732 |
0.2874 |
|
splice |
SDIGA |
0.3389 |
0.3458 |
0.3567 |
0.3333 |
0.3619 |
NMEEFSD |
0.0833 |
0.0811 |
0.0791 |
0.0736 |
0.0667 |
|
NMEEFSD |
0.5348 |
0.5324 |
0.5196 |
0.4669 |
0.4373 |
|
NMEEFSD |
0.7395 |
0.7198 |
0.7162 |
0.7233 |
0.6953 |
FUGEPSD |
0.1557 |
0.1557 |
0.1504 |
0.1602 |
0.1579 |
|
FUGEPSD |
0.9933 |
0.9933 |
0.9496 |
0.9783 |
0.9528 |
|
FUGEPSD |
0.6950 |
0.6950 |
0.7114 |
0.7515 |
0.7805 |
thyroid |
SDIGA |
0.0016 |
0.0012 |
0.0013 |
0.0006 |
0.0007 |
|
thyroid |
SDIGA |
0.9967 |
0.9957 |
0.9278 |
0.9585 |
0.9446 |
|
thyroid |
SDIGA |
0.4203 |
0.4133 |
0.4207 |
0.3978 |
0.3975 |
NMEEFSD |
0.0064 |
0.0068 |
0.0063 |
0.0061 |
0.0064 |
|
NMEEFSD |
0.9610 |
0.9552 |
0.9547 |
0.9220 |
0.7682 |
|
NMEEFSD |
0.9327 |
0.9057 |
0.8724 |
0.8436 |
0.8273 |
FUGEPSD |
0.0051 |
0.0049 |
0.0041 |
0.0055 |
0.0045 |
|
FUGEPSD |
0.8877 |
0.8952 |
0.9470 |
0.9252 |
0.9416 |
|
FUGEPSD |
0.8438 |
0.8474 |
0.9164 |
0.9678 |
0.9698 |
twonorm |
SDIGA |
0.0459 |
0.0443 |
0.0366 |
0.0315 |
0.0203 |
|
twonorm |
SDIGA |
0.9992 |
0.9992 |
0.9002 |
0.8120 |
0.5532 |
|
twonorm |
SDIGA |
0.5611 |
0.5600 |
0.5007 |
0.4485 |
0.3034 |
NMEEFSD |
0.0684 |
0.0658 |
0.0609 |
0.0476 |
0.0556 |
|
NMEEFSD |
0.9976 |
0.9975 |
0.9977 |
0.9983 |
0.9977 |
|
NMEEFSD |
0.6181 |
0.6230 |
0.6042 |
0.5771 |
0.6068 |
FUGEPSD |
0.0800 |
0.0821 |
0.0839 |
0.0854 |
0.0789 |
|
FUGEPSD |
0.7469 |
0.7392 |
0.7375 |
0.7566 |
0.7807 |
|
FUGEPSD |
0.7785 |
0.7845 |
0.7842 |
0.7753 |
0.7605 |
vehicle |
SDIGA |
0.0212 |
0.0237 |
0.0302 |
0.0255 |
0.0220 |
|
vehicle |
SDIGA |
0.4888 |
0.5162 |
0.6401 |
0.5165 |
0.4880 |
|
vehicle |
SDIGA |
0.3051 |
0.3303 |
0.3631 |
0.2563 |
0.3033 |
NMEEFSD |
0.1131 |
0.0882 |
0.0985 |
0.0930 |
0.0809 |
|
NMEEFSD |
0.9725 |
0.7710 |
0.9009 |
0.9457 |
0.7649 |
|
NMEEFSD |
0.5159 |
0.6957 |
0.5662 |
0.4708 |
0.5960 |
FUGEPSD |
0.0738 |
0.0737 |
0.0788 |
0.0717 |
0.0720 |
|
FUGEPSD |
0.7593 |
0.7589 |
0.7618 |
0.7303 |
0.8160 |
|
FUGEPSD |
0.6746 |
0.6752 |
0.7033 |
0.6898 |
0.6177 |
vowel |
SDIGA |
0.0023 |
0.0015 |
0.0010 |
0.0014 |
0.0015 |
|
vowel |
SDIGA |
0.2060 |
0.1680 |
0.1623 |
0.1710 |
0.1437 |
|
vowel |
SDIGA |
0.0449 |
0.0250 |
0.0152 |
0.0193 |
0.0142 |
NMEEFSD |
0.0608 |
0.0602 |
0.0501 |
0.0539 |
0.0472 |
|
NMEEFSD |
0.9333 |
0.9166 |
0.8709 |
0.8369 |
0.7788 |
|
NMEEFSD |
0.7117 |
0.7118 |
0.6167 |
0.6499 |
0.5776 |
FUGEPSD |
0.0489 |
0.0489 |
0.0442 |
0.0434 |
0.0423 |
|
FUGEPSD |
0.7695 |
0.7704 |
0.7185 |
0.6926 |
0.6926 |
|
FUGEPSD |
0.6226 |
0.6271 |
0.7114 |
0.6915 |
0.6748 |
wdbc |
SDIGA |
0.0384 |
0.0273 |
0.0402 |
0.0118 |
0.0180 |
|
wdbc |
SDIGA |
0.9443 |
0.9897 |
0.9665 |
0.9424 |
0.9959 |
|
wdbc |
SDIGA |
0.6516 |
0.5867 |
0.6262 |
0.5476 |
0.5883 |
NMEEFSD |
0.1633 |
0.1503 |
0.1409 |
0.1227 |
0.1175 |
|
NMEEFSD |
0.9955 |
0.9906 |
0.9948 |
0.9824 |
0.9847 |
|
NMEEFSD |
0.8753 |
0.8558 |
0.8090 |
0.8112 |
0.7817 |
FUGEPSD |
0.1307 |
0.1331 |
0.1041 |
0.0434 |
0.1082 |
|
FUGEPSD |
0.9411 |
0.9395 |
0.9398 |
0.6926 |
0.9521 |
|
FUGEPSD |
0.9848 |
0.9849 |
0.9551 |
0.6915 |
0.9596 |
wine |
SDIGA |
0.0641 |
0.0543 |
0.0763 |
0.0676 |
0.0748 |
|
wine |
SDIGA |
0.8135 |
0.7687 |
0.8705 |
0.7308 |
0.8347 |
|
wine |
SDIGA |
0.7955 |
0.7426 |
0.8566 |
0.6773 |
0.7645 |
NMEEFSD |
0.1806 |
0.1733 |
0.1582 |
0.1531 |
0.1439 |
|
NMEEFSD |
1.0000 |
0.9834 |
0.9678 |
0.9580 |
0.9273 |
|
NMEEFSD |
0.8281 |
0.8106 |
0.7639 |
0.7599 |
0.7559 |
FUGEPSD |
0.1355 |
0.1350 |
0.1345 |
0.1243 |
0.1261 |
|
FUGEPSD |
0.9215 |
0.9199 |
0.9318 |
0.9272 |
0.9405 |
|
FUGEPSD |
0.9352 |
0.9359 |
0.9087 |
0.9266 |
0.9389 |
yeast |
SDIGA |
0.0292 |
0.0265 |
0.0263 |
0.0242 |
0.0210 |
|
yeast |
SDIGA |
0.9943 |
0.9806 |
0.9829 |
0.9750 |
0.9982 |
|
yeast |
SDIGA |
0.3969 |
0.2725 |
0.2459 |
0.2013 |
0.1783 |
NMEEFSD |
0.0437 |
0.0477 |
0.0381 |
0.0584 |
0.0252 |
|
NMEEFSD |
0.8974 |
0.8022 |
0.6363 |
0.9598 |
0.4771 |
|
NMEEFSD |
0.6086 |
0.5809 |
0.5544 |
0.4270 |
0.3869 |
FUGEPSD |
0.0065 |
0.0065 |
0.0114 |
0.0073 |
0.0130 |
|
FUGEPSD |
0.8194 |
0.8194 |
0.9778 |
0.5500 |
0.5531 |
|
FUGEPSD |
0.8132 |
0.8365 |
0.8236 |
0.8773 |
0.8174 |
zoo |
SDIGA |
0.0441 |
0.0366 |
0.0322 |
0.0361 |
0.0265 |
|
zoo |
SDIGA |
0.9118 |
0.8364 |
0.8144 |
0.7933 |
0.8498 |
|
zoo |
SDIGA |
0.2616 |
0.2174 |
0.2185 |
0.2867 |
0.2138 |
NMEEFSD |
0.1475 |
0.1438 |
0.1430 |
0.1376 |
0.1499 |
|
NMEEFSD |
1.0000 |
0.9584 |
0.9564 |
0.9131 |
0.9177 |
|
NMEEFSD |
0.8374 |
0.8424 |
0.7896 |
0.7648 |
0.7893 |
FUGEPSD |
0.1019 |
0.1018 |
0.1247 |
0.1240 |
0.1465 |
|
FUGEPSD |
0.7250 |
0.7242 |
0.9551 |
0.8756 |
0.9358 |
|
FUGEPSD |
0.8429 |
0.8048 |
0.9070 |
0.7998 |
0.8510 |