From: Gene function finding through cross-organism ensemble learning
RF | k-NN | ||||||
---|---|---|---|---|---|---|---|
Target | Ensemble method | N | Pr | \(\overline {L}\) | N | Pr | \(\overline {L}\) |
Mus | SM | 2,285 | 0.908 | 1.604 | 2,841 | 0.803 | 1.864 |
musculus | AVG | 1,204 | 0.952 | 1.799 | 1,227 | 0.817 | 2.487 |
∩1/5 | 4,753 | 0.826 | 1.736 | 6,378 | 0.704 | 1.888 | |
∩2/5 | 2,896 | 0.916 | 1.653 | 3,380 | 0.836 | 1.826 | |
∩3/5 | 2,157 | 0.947 | 1.569 | 2,396 | 0.911 | 1.734 | |
∩4/5 | 1,764 | 0.973 | 1.491 | 1,499 | 0.937 | 1.774 | |
∩5/5 | 932 | 0.987 | 1.626 | 552 | 0.955 | 2.317 | |
Bos | SM | 132 | 0.874 | 2.721 | 123 | 0.657 | 2.835 |
taurus | AVG | 57 | 0.947 | 3.037 | 44 | 0.568 | 3.000 |
∩1/5 | 373 | 0.794 | 2.544 | 355 | 0.625 | 2.725 | |
∩2/5 | 173 | 0.925 | 2.831 | 155 | 0.710 | 2.864 | |
∩3/5 | 100 | 0.960 | 2.854 | 62 | 0.726 | 3.022 | |
∩4/5 | 60 | 0.967 | 2.931 | 32 | 0.656 | 3.238 | |
∩5/5 | 37 | 0.946 | 3.143 | 13 | 0.462 | 3.500 | |
Gallus | SM | 69 | 0.721 | 2.701 | 50 | 0.534 | 3.255 |
gallus | AVG | 36 | 0.833 | 3.367 | 29 | 0.690 | 3.800 |
∩1/5 | 175 | 0.617 | 2.157 | 137 | 0.416 | 2.509 | |
∩2/5 | 88 | 0.682 | 2.700 | 55 | 0.564 | 3.290 | |
∩3/5 | 56 | 0.857 | 2.958 | 31 | 0.742 | 3.652 | |
∩4/5 | 38 | 0.895 | 3.324 | 17 | 0.765 | 4.308 | |
∩5/5 | 24 | 0.917 | 3.545 | 11 | 0.909 | 5.000 | |
Dictyostelium | SM | 966 | 0.846 | 2.522 | 1,029 | 0.718 | 2.651 |
discoideum | AVG | 773 | 0.906 | 2.500 | 869 | 0.794 | 2.733 |
∩1/5 | 1,917 | 0.741 | 2.454 | 2,108 | 0.574 | 2.518 | |
∩2/5 | 1,334 | 0.833 | 2.531 | 1,233 | 0.737 | 2.664 | |
∩3/5 | 997 | 0.872 | 2.517 | 858 | 0.830 | 2.718 | |
∩4/5 | 760 | 0.905 | 2.529 | 622 | 0.883 | 2.703 | |
∩5/5 | 444 | 0.941 | 2.555 | 326 | 0.951 | 2.900 |