Distance-level row-wise correlation on Sparse tree
0.934Spearman Correlation (row)EntroPath
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EntroPathkNN=15, Seeds=302026.07 | 0.934 | 0.935 | |
| EntroPath2026.07 | 0.934 | 0.935 | |
| DTNEkNN=15, Seeds=302026.07 | 0.927 | 0.921 | |
| DTNE2026.07 | 0.927 | 0.921 | |
| HeatGeokNN=15, Seeds=302026.07 | 0.918 | 0.886 | |
| HeatGeo2026.07 | 0.918 | 0.886 | |
| Isomap / Shortest PathkNN=15, Seeds=302026.07 | 0.917 | 0.921 | |
| Isomap / Shortest Path2026.07 | 0.917 | 0.921 | |
| EuclideankNN=15, Seeds=302026.07 | 0.806 | 0.83 | |
| Euclidean2026.07 | 0.806 | 0.83 | |
| Diffusion MapskNN=15, Seeds=302026.07 | 0.491 | 0.543 | |
| Diffusion Maps2026.07 | 0.491 | 0.543 | |
| PHATEkNN=15, Seeds=302026.07 | 0.318 | 0.615 | |
| PHATE2026.07 | 0.318 | 0.615 |