Research Article
An Ensemble Learning-Based Method for Inferring Drug-Target Interactions Combining Protein Sequences and Drug Fingerprints
Table 4
5-fold CV performance of our approach on the GPCR data set.
| Test set | Acc. (%) | Pre. (%) | Sen. (%) | Spec. (%) | MCC (%) |
| 1 | 85.04 | 82.96 | 88.19 | 81.89 | 70.22 | 2 | 81.89 | 84.85 | 81.16 | 82.76 | 63.73 | 3 | 81.50 | 77.50 | 82.30 | 80.85 | 62.86 | 4 | 83.79 | 84.35 | 80.83 | 86.47 | 67.49 | 5 | 82.21 | 85.83 | 80.15 | 84.62 | 64.58 | Average | | | | | |
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