Table 5 Validation of data preprocessing operations
From: Interpretable CNN for ischemic stroke subtype classification with active model adaptation
Dataset | Accuracy | AUC | Recall | Precision | F1-score |
|---|---|---|---|---|---|
122 raw features | 0.5704 | 0.6484 | 0.5704 | 0.5942 | 0.4926 |
93 unranked features | 0.5682 | 0.6479 | 0.5682 | 0.6018 | 0.4948 |
93 ranked features | 0.6020 | 0.6757 | 0.6020 | 0.6213 | 0.5141 |