TABLE 11. Results of the Random Forest Classifier Over the CheXNet Features.
| Score | All | PCA | RFE | PCA + RFE |
|---|---|---|---|---|
| Accuracy | 0.86 | 0.69 | 0.93 | 0.90 |
| Precision | 0.90 | 0.80 | 0.96 | 0.94 |
| Recall | 0.81 | 0.62 | 0.90 | 0.86 |
| F1-score | 0.81 | 0.60 | 0.92 | 0.88 |
| Score | All | PCA | RFE | PCA + RFE |
|---|---|---|---|---|
| Accuracy | 0.86 | 0.69 | 0.93 | 0.90 |
| Precision | 0.90 | 0.80 | 0.96 | 0.94 |
| Recall | 0.81 | 0.62 | 0.90 | 0.86 |
| F1-score | 0.81 | 0.60 | 0.92 | 0.88 |