Table 2.
Feature selection based on accuracy decrease, using BN
| Feature | MCC | FPR | TPR | ACC |
|---|---|---|---|---|
| RNA secondary structure | 0.375 | 0.281 | 0.659 | 0.687 |
| Maximal magnitude of RBPs binding changes by an INDEL | 0.463 | 0.435 | 0.873 | 0.732 |
| 3′ end proximity | 0.479 | 0.328 | 0.803 | 0.743 |
| Number of RBPs whose binding was altered by the INDEL | 0.486 | 0.412 | 0.875 | 0.743 |
| Conservation score | 0.493 | 0.299 | 0.791 | 0.750 |
| 5′ end proximity | 0.495 | 0.207 | 0.705 | 0.745 |
| GC_mut | 0.503 | 0.254 | 0.760 | 0.753 |
| Use all features | 0.506 | 0.250 | 0.760 | 0.755 |
MCC, Matthews correlation coefficient; FPR, false positive rate; TPR, true positive rate; ACC, accuracy.