Dimensionality Reduction on Fashion-MNIST (AUC RNX)
0.7648AUC RNXPCA
Evaluation Results
| Method | Links | |
|---|---|---|
| PCATarget Dimension=642020.09 | 0.7648 | |
| AETarget Dimension=642020.09 | 0.6737 | |
| P. t-SNETarget Dimension=642020.09 | 0.6687 | |
| VAETarget Dimension=642020.09 | 0.4922 | |
| t-SNETarget Dimension=22020.09 | 0.4055 | |
| UMAP/AETarget Dimension=642020.09 | 0.39 | |
| UMAPTarget Dimension=642020.09 | 0.3807 | |
| IVISTarget Dimension=642020.09 | 0.3717 | |
| P. UMAPTarget Dimension=642020.09 | 0.3662 | |
| PHATETarget Dimension=642020.09 | 0.344 | |
| UMAP/AETarget Dimension=22020.09 | 0.3218 | |
| P. t-SNETarget Dimension=22020.09 | 0.3128 | |
| UMAPTarget Dimension=22020.09 | 0.3106 | |
| SCVISTarget Dimension=22020.09 | 0.2967 | |
| P. UMAPTarget Dimension=22020.09 | 0.2949 | |
| VAETarget Dimension=22020.09 | 0.2883 | |
| PHATETarget Dimension=22020.09 | 0.2668 | |
| AETarget Dimension=22020.09 | 0.2563 | |
| PCATarget Dimension=22020.09 | 0.2429 | |
| IVISTarget Dimension=22020.09 | 0.2156 | |
| SCVISTarget Dimension=642020.09 | -0.0004 |