Table 3.
Performance comparison for individual models and combined models in 5-fold cross validations on the mouse training set
| Model | AUROC | AUPRC | ACC | MCC | Sensitivity | Specificity | F1_score |
|---|---|---|---|---|---|---|---|
| DNN | 0.782 ± 0.070 | 0.726 ± 0.076 | 0.766 ± 0.050 | 0.463 ± 0.111 | 0.596 ± 0.071 | 0.851 ± 0.056 | 0.630 ± 0.071 |
| CNN | 0.685 ± 0.030 | 0.569 ± 0.078 | 0.688 ± 0.013 | 0.182 ± 0.113 | 0.068 ± 0.046 | 0.998 ± 0.004 | 0.124 ± 0.083 |
| EVlncRNA-Dpred (m) | 0.816 ± 0.026 | 0.769 ± 0.032 | 0.765 ± 0.054 | 0.482 ± 0.063 | 0.597 ± 0.142 | 0.849 ± 0.144 | 0.627 ± 0.035 |