TABLE 13. Results of the Bagging Classifier Over the CheXNet Features.
Score | All | PCA | RFE | PCA + RFE |
---|---|---|---|---|
Accuracy | 0.69 | 0.83 | 0.97 | 0.93 |
Precision | 0.82 | 0.86 | 0.96 | 0.96 |
Recall | 0.60 | 0.79 | 0.95 | 0.90 |
F1-score | 0.59 | 0.80 | 0.95 | 0.92 |
Score | All | PCA | RFE | PCA + RFE |
---|---|---|---|---|
Accuracy | 0.69 | 0.83 | 0.97 | 0.93 |
Precision | 0.82 | 0.86 | 0.96 | 0.96 |
Recall | 0.60 | 0.79 | 0.95 | 0.90 |
F1-score | 0.59 | 0.80 | 0.95 | 0.92 |