Stroke outcome prediction on University of Geneva Stroke Dataset (val)
92.3AUCPCA-SVM pipeline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PCA-SVM pipelineConfiguration=J1 + Full Clinical + J1 Lesion Volume, PCA dimension=12, 8-fold cross-validation=true2025.12 | 92.3 | 82.4 | 78.6 | |
| PCA-SVM pipelineConfiguration=J1 + Full Clinical, PCA dimension=12, 8-fold cross-validation=true2025.12 | 89.4 | 79.4 | 73.1 | |
| PCA-SVM pipelineConfiguration=Clinical (Day 1 only), PCA dimension=12, 8-fold cross-validation=true2025.12 | 88.2 | 80.8 | 78 | |
| PCA-SVM pipelineConfiguration=Full Clinical + J0 Lesion Volume, PCA dimension=12, 8-fold cross-validation=true2025.12 | 86.4 | 74 | 68.3 | |
| PCA-SVM pipelineConfiguration=J0 + Full Clinical + J0 Lesion Volume, PCA dimension=12, 8-fold cross-validation=true2025.12 | 86.3 | 76.8 | 68.2 |