Table 3.
Species | Classifiers | AUROC | MCC | ACC | Precision | Recall |
---|---|---|---|---|---|---|
Human | DeepPromise | 0.8302 | 0.5164 | 0.7576 | 0.7769 | 0.7196 |
BiLSTMDeepPromise | 0.8592 | 0.5707 | 0.7780 | 0.8593 | 0.6626 | |
EDLm6APred | 0.8660 | 0.5819 | 0.7843 | 0.8617 | 0.6750 | |
Mouse | DeepPromise | 0.8381 | 0.5242 | 0.7613 | 0.7832 | 0.7272 |
BiLSTMDeepPromise | 0.8524 | 0.5625 | 0.7760 | 0.8409 | 0.6847 | |
EDLm6APred | 0.8588 | 0.5664 | 0.7754 | 0.8579 | 0.6639 | |
Mix | DeepPromise | 0.8348 | 0.5208 | 0.7599 | 0.7766 | 0.7298 |
BiLSTMDeepPromise | 0.8546 | 0.5748 | 0.7840 | 0.8354 | 0.7075 | |
EDLm6APred | 0.8605 | 0.5787 | 0.7862 | 0.8355 | 0.7128 |
The evaluation indexes with EDLm6 APred better than DeepPromise are show in bold