Dimensionality Reduction on Clinical Dataset Abdominal Pain (train+test)
87.3Trustworthiness (T5)P-UMAP-CE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| P-UMAP-CE2026.06 | 87.3 | 85.69 | 84.04 | |
| UMAPNegative sampling (ns)=32026.06 | 83.62 | 82.17 | 80.5 | |
| P-UMAP-CEMSE2026.06 | 83.5 | 83 | 81.39 | |
| UMAPNegative sampling (ns)=52026.06 | 83.38 | 81.94 | 80.26 | |
| P-UMAP-MSE2026.06 | 82 | 80.95 | 79.4 |