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The comparison results between DeepWalk and DF-MDA model by Random Forest classifier based on HMDD database
| Model | Acc. (%) | Sen. (%) | Spec. (%) | Prec. (%) | MCC (%) | AUC |
|---|---|---|---|---|---|---|
| DeepWalk | 81.93 ± 0.56 | 78.70 ± 0.71 | 85.15 ± 1.05 | 84.14 ± 0.92 | 63.99 ± 1.15 | 0.8929 ± 0.0047 |
| 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 |
