KNN Classification on Cassin's
99.8KNN (k=5) ScorePHATE
Evaluation Results
| Method | Links | |
|---|---|---|
| PHATEDim=642020.09 | 99.8 | |
| UMAP/AEDim=642020.09 | 99.7 | |
| Parametric UMAPDim=22020.09 | 99.5 | |
| Parametric t-SNEDim=642020.09 | 99.5 | |
| IVISDim=642020.09 | 99.4 | |
| Parametric t-SNEDim=22020.09 | 99.3 | |
| UMAP/AEDim=22020.09 | 99.3 | |
| AEDim=642020.09 | 99.3 | |
| PCADim=642020.09 | 99.2 | |
| t-SNEDim=22020.09 | 99.1 | |
| Parametric UMAPDim=642020.09 | 99.1 | |
| UMAPDim=22020.09 | 98.9 | |
| SCVISDim=22020.09 | 98.8 | |
| VAEDim=642020.09 | 98.8 | |
| UMAPDim=642020.09 | 98.6 | |
| PHATEDim=22020.09 | 98.4 | |
| IVISDim=22020.09 | 97.4 | |
| AEDim=22020.09 | 90.9 | |
| VAEDim=22020.09 | 77.4 | |
| PCADim=22020.09 | 69.1 |