Dimensionality Reduction on Clinical dataset Shortness of Breath (train+test)
0.8342Trustworthiness (T5)P-UMAP-CE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| P-UMAP-CE2026.06 | 0.8342 | 0.8098 | 0.7982 | |
| UMAPMode=Train+Test2026.06 | 0.8303 | 0.8004 | 0.7853 | |
| UMAPns (subsampling parameter)=32026.06 | 0.8179 | 0.7958 | 0.7828 | |
| UMAPns (subsampling parameter)=12026.06 | 0.8166 | 0.7944 | 0.7823 | |
| UMAPns (subsampling parameter)=52026.06 | 0.8159 | 0.7942 | 0.7817 | |
| P-UMAP-CEMSE2026.06 | 0.807 | 0.7982 | 0.787 | |
| P-UMAP-MSE2026.06 | 0.7997 | 0.7803 | 0.7693 |