Table 5.
Comparison of statistical measures between MLPR and other methods
| Dataset | Methods | SN | SP | PPV | NPV | F | ACC |
|---|---|---|---|---|---|---|---|
| Yeast | SIGEP | 0.4002 | 0.7947 | 0.3668 | 0.8168 | 0.3828 | 0.7043 |
| TS-PIN(MLPR) | 0.5544 | 0.8406 | 0.5082 | 0.8639 | 0.5303 | 0.7750 | |
| RWEP | 0.5347 | 0.8347 | 0.4902 | 0.8579 | 0.5115 | 0.7660 | |
| RWO(fruitfly) | 0.4344 | 0.8049 | 0.3983 | 0.8272 | 0.4156 | 0.7200 | |
| RWO(human) | 0.4216 | 0.8011 | 0.3865 | 0.8233 | 0.4033 | 0.7141 | |
| SESN | 0.5647 | 0.8436 | 0.5177 | 0.8670 | 0.5402 | 0.7797 | |
| MLPR | 0.5724 | 0.8459 | 0.5247 | 0.8694 | 0.5475 | 0.7832 | |
| Fruitfly | SIGEP | 0.1724 | 0.9049 | 0.1093 | 0.9418 | 0.1338 | 0.8585 |
| TS-PIN(MLPR) | 0.2941 | 0.9132 | 0.1864 | 0.9503 | 0.2282 | 0.8740 | |
| RWEP | 0.2089 | 0.9074 | 0.1324 | 0.9443 | 0.1621 | 0.8632 | |
| RWO(yeast) | 0.2312 | 0.9089 | 0.1465 | 0.9459 | 0.1794 | 0.8660 | |
| RWO(human) | 0.1704 | 0.9048 | 0.1080 | 0.9416 | 0.1322 | 0.8583 | |
| SESN | 0.2982 | 0.9134 | 0.1889 | 0.9506 | 0.2313 | 0.8745 | |
| MLPR | 0.3043 | 0.9139 | 0.1928 | 0.9510 | 0.2360 | 0.8752 | |
| Human | SIGEP | 0.2190 | 0.5856 | 0.2063 | 0.6039 | 0.2125 | 0.4647 |
| TS-PIN(MLPR) | 0.6734 | 0.8091 | 0.6343 | 0.8343 | 0.6533 | 0.7643 | |
| RWEP | 0.6772 | 0.8109 | 0.6379 | 0.8363 | 0.6569 | 0.7668 | |
| RWO(yeast) | 0.6507 | 0.7979 | 0.6130 | 0.8229 | 0.6313 | 0.7494 | |
| RWO(fruitfly) | 0.6565 | 0.8008 | 0.6184 | 0.8258 | 0.6369 | 0.7532 | |
| SESN | 0.5537 | 0.7502 | 0.5216 | 0.7736 | 0.5372 | 0.6854 | |
| MLPR | 0.6862 | 0.8154 | 0.6464 | 0.8409 | 0.6657 | 0.7728 |