Share your thoughts, 1 month free Claude Pro on usSee more

Manifold Learning on Swiss hole

0.994Trustworthiness

UMAP

Updated 17d ago

Evaluation Results

Method	Links
UMAP 2026.07		0.994	0.937	0.802	0.815
t-SNE 2026.07		0.994	0.967	0.632	0.656
DTNE 2026.07		0.97	0.951	0.92	0.924
EntroPath 2026.07		0.97	0.951	0.91	0.917
Diffusion Maps 2026.07		0.969	0.943	0.864	0.871
Laplacian Eigenmaps 2026.07		0.966	0.943	0.866	0.873
HeatGeo 2026.07		0.966	0.956	0.931	0.934
Shortest Path 2026.07		0.964	0.958	0.948	0.948
MDS 2026.07		0.959	0.988	0.683	0.7
Isomap 2026.07		0.955	0.959	0.943	0.942
PHATE 2026.07		0.953	0.948	0.907	0.908
PCA 2026.07		0.951	0.99	0.683	0.699