Research Article
An Ensemble Learning-Based Method for Inferring Drug-Target Interactions Combining Protein Sequences and Drug Fingerprints
Table 3
5-fold CV performance of our approach on the ion channel data set.
| Test set | Acc. (%) | Pre. (%) | Sen. (%) | Spec. (%) | MCC (%) |
| 1 | 86.44 | 86.13 | 87.83 | 84.97 | 72.85 | 2 | 84.74 | 84.67 | 85.23 | 84.25 | 69.49 | 3 | 88.64 | 87.95 | 89.46 | 87.84 | 77.30 | 4 | 84.24 | 83.88 | 82.37 | 85.90 | 68.35 | 5 | 87.80 | 88.55 | 87.38 | 88.24 | 75.60 | Average | | | | | |
|
|