Table 5. 5-Fold Cross Validation Results Performed by the RF Classifier on Behavior Features.
| test set | accuracy (%) | sensitivity (%) | precision (%) | MCC | specificity (%) | AUC |
|---|---|---|---|---|---|---|
| 1 | 74.59 | 74.45 | 74.66 | 0.6209 | 74.74 | 0.7872 |
| 2 | 74.83 | 73.97 | 75.27 | 0.6233 | 75.70 | 0.7920 |
| 3 | 75.55 | 73.58 | 76.60 | 0.6303 | 77.52 | 0.7975 |
| 4 | 74.54 | 72.62 | 75.52 | 0.6202 | 76.46 | 0.7816 |
| 5 | 75.84 | 75.31 | 76.12 | 0.6336 | 76.37 | 0.8028 |
| average | 75.07 ± 0.59 | 73.99 ± 1.00 | 75.64 ± 0.75 | 0.6257 ± 0.0060 | 76.16 ± 1.03 | 0.7922 ± 0.0083 |