Table 8.
Dataset | Model | AUC | AP | Precision | Recall | F1 |
---|---|---|---|---|---|---|
H1N1 | Naive baseline | 0.8310 | 0.8003 | 75.92 | 76.12 | 76.02 |
STT | 0.9472 | 0.9590 | 85.86 | 86.09 | 85.98 | |
MTT | 0.9461 | 0.9589 | 86.28 | 86.51 | 86.40 | |
Ebola | Naive baseline | 0.8876 | 0.8665 | 82.12 | 82.67 | 82.39 |
STT | 0.9655 | 0.9749 | 90.13 | 90.73 | 90.43 | |
MTT | 0.9680 | 0.9766 | 90.93 | 91.53 | 91.23 | |
Denovo_slim | Naive baseline | 0.8843 | 0.8673 | 83.80 | 84.00 | 83.90 |
STT | 0.9207 | 0.9343 | 84.04 | 84.24 | 84.14 | |
MTT | 0.9221 | 0.9324 | 83.92 | 84.12 | 84.02 | |
Barman ’s | Naive baseline | 0.8084 | 0.8198 | 73.75 | 74.11 | 73.93 |
MTT | 0.9804 | 0.9802 | 93.53 | 94.05 | 93.79 | |
STT | 0.9801 | 0.9802 | 93.83 | 94.29 | 94.06 | |
Bacillus | Naive baseline | 0.9842 | 0.9619 | 93.75 | 93.78 | 93.77 |
STT | 0.9995 | 0.9986 | 97.93 | 97.96 | 97.95 | |
MTT | 0.9997 | 0.9992 | 98.75 | 98.78 | 98.76 | |
Yersina | Naive baseline | 0.9741 | 0.9277 | 92.61 | 92.64 | 92.63 |
STT | 0.9987 | 0.9970 | 97.18 | 97.30 | 97.24 | |
MTT | 0.9988 | 0.9971 | 97.32 | 97.34 | 97.32 | |
Franci | Naive baseline | 0.9851 | 0.9680 | 94.36 | 94.43 | 94.39 |
STT | 0.9997 | 0.9993 | 98.84 | 98.92 | 98.88 | |
MTT | 0.9998 | 0.9996 | 98.95 | 99.03 | 98.99 | |
2697049 | Naive baseline | 0.5686 | 0.0010 | 0 | 0 | 0 |
STT | 0.7457 | 0.0017 | 0.07 | 0.07 | 0.07 | |
MTT | 0.7566 | 0.0021 | 0.97 | 0.97 | 0.97 | |
333761 | Naive baseline | 0.7002 | 0.0110 | 3.55 | 3.56 | 3.55 |
STT | 0.8114 | 0.0213 | 4.72 | 4.72 | 4.72 | |
MTT | 0.8160 | 0.0262 | 6.35 | 6.35 | 6.35 | |
2043570 | Naive baseline | 0.6624 | 0.0076 | 0.32 | 0.32 | 0.32 |
STT | 0.6706 | 0.0087 | 1.11 | 3.01 | 1.46 | |
MTT | 0.6956 | 0.0096 | 1.89 | 1.91 | 1.90 | |
644788 | Naive baseline | 0.8410 | 0.0089 | 1.82 | 1.85 | 1.83 |
STT | 0.9705 | 0.0459 | 3.97 | 9.26 | 4.65 | |
MTT | 0.9537 | 0.0302 | 3.54 | 22.04 | 5.46 |
The bold font is used to highlight highest scores corresponding to each dataset