Stroke outcome prediction on University of Geneva Stroke Dataset (train)
94.1AUCPCA-SVM pipeline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PCA-SVM pipelineConfiguration=J1 + Full Clinical + J1 Lesion Volume, PCA dimension=12, 8-fold cross-validation=true2025.12 | 94.1 | 89.8 | 88.4 | |
| PCA-SVM pipelineConfiguration=J1 + Full Clinical, PCA dimension=12, 8-fold cross-validation=true2025.12 | 91.8 | 88.8 | 87.6 | |
| PCA-SVM pipelineConfiguration=Clinical (Day 1 only), PCA dimension=12, 8-fold cross-validation=true2025.12 | 91.2 | 85.3 | 83.2 | |
| PCA-SVM pipelineConfiguration=J0 + Full Clinical + J0 Lesion Volume, PCA dimension=12, 8-fold cross-validation=true2025.12 | 88.7 | 84 | 81.1 | |
| PCA-SVM pipelineConfiguration=Full Clinical + J0 Lesion Volume, PCA dimension=12, 8-fold cross-validation=true2025.12 | 88.4 | 82.4 | 79.3 |