Table 3.
Feature importance for yeast SL prediction indicated by SVM and LASSO coefficients.
| FEATURES | SVM | RANK | LASSO | RANK |
|---|---|---|---|---|
| C2S_Sim | 4.513 | 1 | 4.577 | 1 |
| Degree_A | 4.111 | 2 | 2.578 | 2 |
| Degree_B | 3.606 | 3 | 2.292 | 3 |
| Paralog_A | −2.497 | 4 | −0.86 | 5 |
| Paralog_B | −2.257 | 5 | −0.74 | 7 |
| Paralog_AB | 1.949 | 6 | 0.192 | 11 |
| Domain_B | 1.917 | 7 | 0.833 | 6 |
| GO_CC_Sim | 1.421 | 8 | 0.690 | 8 |
| Domain_A | 1.129 | 9 | 0.432 | 9 |
| GO_BP_Sim | 0.991 | 10 | 0 | 12 |
| GO_MF_Sim | −0.814 | 11 | −0.259 | 10 |
| Domain_AB | 0.713 | 12 | 0 | 13 |
| PPI_FSweight | 0.678 | 13 | −2.099 | 4 |
| Co-Pathway | 0.579 | 14 | 0 | 14 |
| GeneExpression | 0.548 | 15 | 0 | 15 |
| Co-Complex-Real | 0.453 | 16 | 0 | 16 |
| Co-Complex-Pre | 0.404 | 17 | 0 | 17 |