Dataset | Model | AUC | AP | Precision | Recall | F1 |
---|---|---|---|---|---|---|
Zhou’s H1N1 | doc2vec | 0.9601 | 0.9674 | 89.04 | 89.34 | 89.19 |
MotifTransformer | 0.945 | – | – | – | 86.50 | |
MTT | 0.9461 | 0.9589 | 86.28 | 86.51 | 86.40 | |
Zhou’s Ebola | Doc2vec | 0.9781 | 0.9832 | 91.99 | 92.67 | 92.33 |
MotifTransformer | 0.968 | – | – | – | 89.6 | |
MTT | 0.9680 | 0.9766 | 90.93 | 91.53 | 91.23 | |
Denovo_slim | doc2vec | 0.9644 | 0.9681 | 88.60 | 88.87 | 88.73 |
MTT | 0.9221 | 0.9324 | 83.92 | 84.12 | 84.02 | |
Barman | doc2vec | 0.8671 | 0.8922 | 79.95 | 80.37 | 80.16 |
MTT | 0.9804 | 0.9802 | 93.53 | 94.05 | 93.79 | |
Bacillus | doc2vec | 0.9900 | 0.9739 | 96.29 | 96.32 | 96.31 |
MTT | 0.9997 | 0.9992 | 98.75 | 98.78 | 98.76 | |
Yersina | doc2vec | 0.9814 | 0.9510 | 94.50 | 94.52 | 94.51 |
MTT | 0.9988 | 0.9971 | 97.32 | 97.34 | 97.32 | |
Franci | doc2vec | 0.9878 | 0.9606 | 96.77 | 96.84 | 96.81 |
MTT | 0.9998 | 0.9996 | 98.95 | 99.03 | 98.99 |