KNN Classification on Cassin's (k=1)
99.5KNN (k=1) ScoreParametric t-SNE
Evaluation Results
| Method | Links | |
|---|---|---|
| Parametric t-SNEDimension=642020.09 | 99.5 | |
| IVISDimension=642020.09 | 99.5 | |
| PHATEDimension=642020.09 | 99.5 | |
| AEDimension=642020.09 | 99.5 | |
| PCADimension=642020.09 | 99.5 | |
| UMAP/AEDimension=642020.09 | 99.4 | |
| Parametric UMAPDimension=22020.09 | 99.1 | |
| UMAP/AEDimension=22020.09 | 98.9 | |
| t-SNEDimension=22020.09 | 98.8 | |
| Parametric UMAPDimension=642020.09 | 98.8 | |
| SCVISDimension=22020.09 | 98.7 | |
| Parametric t-SNEDimension=22020.09 | 98.6 | |
| UMAPDimension=22020.09 | 98.6 | |
| UMAPDimension=642020.09 | 98.5 | |
| VAEDimension=642020.09 | 98 | |
| PHATEDimension=22020.09 | 96.9 | |
| IVISDimension=22020.09 | 95.7 | |
| AEDimension=22020.09 | 87.4 | |
| VAEDimension=22020.09 | 73 | |
| PCADimension=22020.09 | 62.6 |