Table 3 Results of an enhancer classification trial (trial 9 in Table 4) on the independent test dataset
Training : Validation (Ratio 4:1) | ACC (%) | AUC (%) | SN(%) | SP (%) | MCC |
|---|---|---|---|---|---|
Model 1 (Parts 2, 3, 4, 5 : Part 1) | 0.700 | 0.764 | 0.780 | 0.620 | 0.405 |
Model 2 (Parts 1, 3, 4, 5 : Part 2) | 0.660 | 0.740 | 0.720 | 0.600 | 0.322 |
Model 3 (Parts 1, 2, 4, 5 : Part 3) | 0.670 | 0.730 | 0.850 | 0.490 | 0.364 |
Model 4 (Parts 1, 2, 3, 5 : Part 4) | 0.665 | 0.715 | 0.660 | 0.670 | 0.330 |
Model 5 (Parts 1, 2, 3, 4 : Part 5) | 0.600 | 0.681 | 0.680 | 0.520 | 0.203 |
Ensemble Model | 0.695 | 0.759 | 0.840 | 0.550 | 0.408 |