Size | Combined-instance | Homolog-instance | Target-instance | |||||||
---|---|---|---|---|---|---|---|---|---|---|
SP | SE | MCC | SP | SE | MCC | SP | SE | MCC | ||
Positive | 15,287 | 0.9823 | 0.9966 | 0.9790 | 0.9684 | 0.9915 | 0.9601 | 0.9820 | 0.9976 | 0.9796 |
Negative | 15,287 | 0.9965 | 0.9821 | 0.9790 | 0.9912 | 0.9676 | 0.9601 | 0.9975 | 0.9817 | 0.9796 |
[Acc; MCC] | [98.93%; 0.9789] | [97.95%; 0.9599] | [97.95%; 0.9599] | |||||||
[ROC-AUC] | [0.9933] | [0.9912] | [0.9978] | |||||||
F1 Score | 0.9894 | 0.9798 | 0.9897 | |||||||
KMM-SVM [23] | SP | SE | F1 score | |||||||
①human- > mouse | 0.517 | 0.937 | 0.667 | |||||||
② E.coli- > human | 0.257 | 0.161 | 0.199 |