Table 3.
The comparison results between DF-MDA_AI model, DF-MDA_BI model and DF-MDA model based on HMDD database
| Model | Acc. (%) | Sen. (%) | Spec. (%) | Prec. (%) | MCC (%) | AUC |
|---|---|---|---|---|---|---|
| DF-MDA_AI | 81.27 ± 0.58 | 83.71 ± 0.75 | 78.84 ± 0.65 | 79.82 ± 0.57 | 62.63 ± 1.16 | 0.8769 ± 0.0052 |
| DF-MDA_BI | 85.74 ± 0.39 | 82.48 ± 0.67 | 88.99 ± 0.35 | 88.23 ± 0.35 | 71.63 ± 0.76 | 0.9183 ± 0.0030 |
| DF-MDA | 86.50 ± 0.37 | 87.41 ± 0.66 | 85.58 ± 0.74 | 85.85 ± 0.58 | 73.01 ± 0.74 | 0.9321 ± 0.0021 |