Dimensionality Reduction on SPHERES
0.681Trustworthiness Scoret-SNE
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| t-SNEn=6000, n_neighbors=2502024.06 | 0.681 | — | — | — | — | — | — | — | 0.002 | |
| TSNE2019.06 | 0.679 | 0.152 | 0.527 | 0.0127 | 0.217 | 0.773 | 8.1 | — | — | |
| Isomap2019.06 | 0.676 | 0.181 | 0.42 | 0.0088 | 0.246 | 0.79 | 10.4 | — | — | |
| UMAPn=6000, n_neighbors=2502024.06 | 0.66 | — | — | — | — | — | — | — | -0.022 | |
| TopoAE2019.06 | 0.658 | 0.085 | 0.326 | 0.0069 | 0.272 | 0.822 | 13.5 | 0.8681 | — | |
| UMAP2019.06 | 0.635 | 0.157 | 0.613 | 0.0166 | 0.25 | 0.752 | 9.3 | — | — | |
| Isomapn=6000, n_neighbors=2502024.06 | 0.633 | — | — | — | — | — | — | — | -0.028 | |
| PCA2019.06 | 0.626 | 0.332 | 0.651 | 0.0153 | 0.294 | 0.747 | 11.8 | 0.961 | — | |
| GLoMAPn=6000, n_neighbors=2502024.06 | 0.615 | — | — | — | — | — | — | — | 0.016 | |
| AE2019.06 | 0.588 | 0.566 | 0.746 | 0.0166 | 0.349 | 0.607 | 13.3 | 0.8155 | — |