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The comparison results of MLMDA model, SVM model and DT model on HMDD v3.0 dataset
| Model | Accuracy (%) | Recall (%) | Precision (%) | F1-score (%) | AUC (%) |
|---|---|---|---|---|---|
| SVM | 81.47 | 79.50 | 81.88 | 80.66 | 87.01 |
| DT | 78.17 | 84.75 | 74.91 | 79.52 | 78.17 |
| MLMDA | 83.77 | 78.82 | 87.68 | 82.90 | 91.72 |
MLMDA obtains the highest value in the evaluation criteria (italics)
