Table 1.

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

Testing set	Accuracy (%)	Recall (%)	Precision (%)	F1-score (%)
1	82.24	77.47	85.64	81.35
2	84.29	79.01	88.35	83.42
3	83.74	77.35	88.69	82.64
4	83.43	78.68	86.95	82.61
5	85.19	80.57	88.78	84.48
Average	83.77 ± 1.08	78.82 ± 1.31	87.68 ± 1.35	82.90 ± 1.15