| 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 | |||||