Table 2.
Evaluation for the best model in untrained data (test data) for each group. Group 1 is made up of patients without text data, and Group 2 patients with text data.
| Support (%) | Precision | Recall | F1-score | |
|---|---|---|---|---|
| Group 1 | ||||
| RF accuracy score (76.36%) | ||||
| Discarded cases | 35 (63.6%) | 0.76 | 0.91 | 0.83 |
| Somewhat probable | 20 (36.4%) | 0.77 | 0.50 | 0.61 |
| Group 2 | ||||
| GB accuracy score (83.33%) | ||||
| Discarded cases | 135 (60.9%) | 0.91 | 0.91 | 0.91 |
| Somewhat probable | 40 (18.0%) | 0.70 | 0.53 | 0.60 |
| Moderately probable | 36 (16.2%) | 0.76 | 0.86 | 0.81 |
| Highly probable | 11 (4.9%) | 0.56 | 0.82 | 0.67 |