Table 2. 5-Fold Cross Validation Results Performed by the LR Classifier on Integrated Features of Attribute and Behavior.
| test set | accuracy (%) | sensitivity (%) | precision (%) | MCC | specificity (%) | AUC |
|---|---|---|---|---|---|---|
| 1 | 68.30 | 69.45 | 67.89 | 0.5669 | 67.15 | 0.7315 |
| 2 | 67.77 | 70.12 | 66.97 | 0.5627 | 65.42 | 0.7408 |
| 3 | 69.07 | 70.22 | 68.64 | 0.5726 | 67.92 | 0.7443 |
| 4 | 67.29 | 67.72 | 67.14 | 0.5598 | 66.86 | 0.7293 |
| 5 | 68.76 | 68.18 | 68.98 | 0.5703 | 69.33 | 0.7433 |
| average | 68.23 ± 0.72 | 69.13 ± 1.14 | 67.92 ± 0.89 | 0.5665 ± 0.0053 | 67.33 ± 1.44 | 0.7378 ± 0.0070 |