Dimensionality Reduction on Retina (AUC RNX)
1.0001AUC RNXPCA
Evaluation Results
| Method | Links | |
|---|---|---|
| PCATarget Dimension=642020.09 | 1.0001 | |
| P. t-SNETarget Dimension=642020.09 | 0.535 | |
| AETarget Dimension=642020.09 | 0.4565 | |
| t-SNETarget Dimension=22020.09 | 0.3636 | |
| UMAPTarget Dimension=642020.09 | 0.3552 | |
| P. UMAPTarget Dimension=642020.09 | 0.3273 | |
| PHATETarget Dimension=642020.09 | 0.313 | |
| UMAPTarget Dimension=22020.09 | 0.3026 | |
| UMAP/AETarget Dimension=642020.09 | 0.2987 | |
| P. t-SNETarget Dimension=22020.09 | 0.2985 | |
| P. UMAPTarget Dimension=22020.09 | 0.2925 | |
| VAETarget Dimension=642020.09 | 0.2775 | |
| UMAP/AETarget Dimension=22020.09 | 0.259 | |
| IVISTarget Dimension=642020.09 | 0.2428 | |
| PHATETarget Dimension=22020.09 | 0.2381 | |
| AETarget Dimension=22020.09 | 0.2028 | |
| IVISTarget Dimension=22020.09 | 0.1978 | |
| SCVISTarget Dimension=22020.09 | 0.1745 | |
| VAETarget Dimension=22020.09 | 0.1704 | |
| PCATarget Dimension=22020.09 | 0.1604 | |
| SCVISTarget Dimension=642020.09 | -0.0002 |