Table 5.
Psychological issue+personality trait-based model results.
| Method | Accuracy | Precision | Recall | F1 score | Confusion matrix |
|---|---|---|---|---|---|
| Psychological issue+personality trait SVM linear | 0.845 | 0.831 | 0.842 | 0.831 | [26 8 1 27] |
| Psychological issue+personality trait SVM RBF | 0.978 | 0.951 | 0.953 | 0.959 | [33 1 1 27] |
| Psychological issue+personality trait logistic regression | 0.885 | 0.889 | 0.842 | 0.872 | [27 7 1 27] |
| Psychological issue+personality trait decision tree | 0.941 | 0.924 | 0.945 | 0.958 | [33 1 3 25] |
Source: own research.