Table 5 The comparison results of MLMDA model and \(F_{sim}\) feature model based on fivefold cross validation
Testing set | Accuracy (%) | Recall (%) | Precision (%) | F1-score (%) |
|---|---|---|---|---|
1 | 79.81 | 83.73 | 77.66 | 80.58 |
2 | 79.19 | 85.92 | 75.74 | 80.51 |
3 | 79.42 | 87.81 | 75.20 | 81.01 |
4 | 79.03 | 84.82 | 76.03 | 80.18 |
5 | 79.45 | 85.80 | 76.13 | 80.68 |
Average | 79.38 ± 0.29 | 85.61 ± 1.51 | 76.15 ± 0.91 | 80.59 ± 0.58 |