Dimensionality Reduction on Clinical dataset Shortness of Breath (train)
84.31Trustworthiness (T5)P-UMAP-CE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| P-UMAP-CE2026.06 | 84.31 | 81.19 | 79.94 | |
| UMAPMode=Train+Test2026.06 | 82.83 | 79.75 | 78.29 | |
| UMAPns (subsampling parameter)=52026.06 | 82.29 | 79.48 | 78.19 | |
| P-UMAP-CEMSE2026.06 | 81.21 | 79.98 | 78.87 | |
| P-UMAP-MSE2026.06 | 81.19 | 78.58 | 77.41 |