Table 1 Results of an enhancer identification trial (trial 5 in Table 2) on the independent test dataset
Training : Validation (Ratio 4:1) | ACC (%) | AUC (%) | SN (%) | SP (%) | MCC |
|---|---|---|---|---|---|
Model 1 (Parts 2, 3, 4, 5 : Part 1) | 0.756 | 0.815 | 0.750 | 0.765 | 0.515 |
Model 2 (Parts 1, 3, 4, 5 : Part 2) | 0.753 | 0.829 | 0.775 | 0.730 | 0.506 |
Model 3 (Parts 1, 2, 4, 5 : Part 3) | 0.740 | 0.825 | 0.810 | 0.670 | 0.485 |
Model 4 (Parts 1, 2, 3, 5 : Part 4) | 0.776 | 0.831 | 0.790 | 0.765 | 0.555 |
Model 5 (Parts 1, 2, 3, 4 : Part 5) | 0.746 | 0.821 | 0.745 | 0.750 | 0.495 |
Ensemble Model | 0.765 | 0.834 | 0.790 | 0.740 | 0.531 |