Table 2.
Sensitivity analysis of the parameter
| Dataset | Measures | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 0.1 | 0.2 | 0.3 | 0.4 | 0.5 | 0.6 | 0.7 | 0.8 | 0.9 | ||
| Yeast | SN | 0.5364 | 0.5458 | 0.5587 | 0.5664 | 0.5613 | 0.5561 | 0.5570 | 0.5587 | 0.5596 |
| SP | 0.8352 | 0.8380 | 0.8418 | 0.8441 | 0.8426 | 0.8411 | 0.8413 | 0.8418 | 0.8421 | |
| PPV | 0.4918 | 0.5004 | 0.5122 | 0.5192 | 0.5145 | 0.5098 | 0.5106 | 0.5122 | 0.5130 | |
| NPV | 0.8584 | 0.8613 | 0.8652 | 0.8675 | 0.8660 | 0.8644 | 0.8647 | 0.8652 | 0.8654 | |
| F | 0.5131 | 0.5221 | 0.5344 | 0.5418 | 0.5369 | 0.5320 | 0.5328 | 0.5344 | 0.5352 | |
| ACC | 0.7667 | 0.7711 | 0.7769 | 0.7805 | 0.7781 | 0.7758 | 0.7762 | 0.7769 | 0.7773 | |
| Fruitfly | SN | 0.2434 | 0.2475 | 0.2596 | 0.2759 | 0.2840 | 0.2880 | 0.2961 | 0.2961 | 0.3002 |
| SP | 0.9097 | 0.9100 | 0.9108 | 0.9119 | 0.9125 | 0.9128 | 0.9133 | 0.9133 | 0.9136 | |
| PPV | 0.1542 | 0.1568 | 0.1645 | 0.1748 | 0.1799 | 0.1825 | 0.1877 | 0.1877 | 0.1902 | |
| NPV | 0.9468 | 0.9470 | 0.9479 | 0.9490 | 0.9496 | 0.9499 | 0.9505 | 0.9505 | 0.9507 | |
| F | 0.1888 | 0.1920 | 0.2014 | 0.2140 | 0.2203 | 0.2234 | 0.2297 | 0.2297 | 0.2329 | |
| ACC | 0.8675 | 0.8680 | 0.8696 | 0.8716 | 0.8727 | 0.8732 | 0.8742 | 0.8742 | 0.8747 | |
| Human | SN | 0.6695 | 0.6733 | 0.6752 | 0.6777 | 0.6789 | 0.6801 | 0.6813 | 0.6823 | 0.6845 |
| SP | 0.8072 | 0.8090 | 0.8100 | 0.8112 | 0.8118 | 0.8124 | 0.8130 | 0.8135 | 0.8146 | |
| PPV | 0.6306 | 0.6342 | 0.6360 | 0.6384 | 0.6395 | 0.6407 | 0.6418 | 0.6428 | 0.6448 | |
| NPV | 0.8324 | 0.8343 | 0.8353 | 0.8365 | 0.8371 | 0.8378 | 0.8384 | 0.8389 | 0.8400 | |
| F | 0.6495 | 0.6531 | 0.6550 | 0.6575 | 0.6586 | 0.6598 | 0.6609 | 0.6619 | 0.6641 | |
| ACC | 0.7618 | 0.7643 | 0.7655 | 0.7672 | 0.7680 | 0.7688 | 0.7696 | 0.7702 | 0.7717 | |