Table 2.

Five-fold cross-validation results performed by SVM model on HMDD v3.0 dataset

Testing set	Accuracy (%)	Recall (%)	Precision (%)	F1-score (%)
1	81.00	76.54	83.04	79.66
2	81.59	79.84	81.86	80.83
3	81.20	79.01	81.70	80.33
4	81.20	80.66	80.66	80.66
5	82.39	81.48	82.16	81.82
Average	81.47 ± 0.55	79.50 ± 1.89	81.88 ± 0.85	80.66 ± 0.78