Dimensionality Reduction on penguins
0.0014Class Angular Distortion IndexAngleEmbedding
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AngleEmbedding2026.05 | 0.0014 | 0.1208 | 0.9992 | 0.815 | 0.4671 | 0.8738 | 0.7671 | 0.6551 | |
| TSNE2026.05 | 0.0082 | 0.2318 | 0.9985 | 0.8156 | 0.618 | 0.5666 | 0.7671 | 0.6551 | |
| UMAP2026.05 | 0.0097 | 0.1739 | 0.9992 | 0.768 | 0.6606 | 0.4986 | 0.7671 | 0.6551 | |
| UMATO2026.05 | 0.0126 | 0.1477 | 0.99 | 0.7689 | 0.5789 | 0.6935 | 0.7603 | 0.6594 | |
| MDS2026.05 | 0.0134 | 0.0729 | 0.9717 | 0.7956 | 0.3915 | 1.1671 | 0.7504 | 0.6535 | |
| PaCMap2026.05 | 0.015 | 0.0785 | 0.9939 | 0.7206 | 0.6387 | 0.5248 | 0.4693 | 0.1944 | |
| PCA2026.05 | 0.0154 | 0.0785 | 0.971 | 0.7586 | 0.3781 | 1.0592 | 0.7671 | 0.6551 | |
| Random2026.05 | 0.1535 | 0.1442 | 0.7218 | 0.2828 | -0.0207 | 22.4132 | 0.0007 | -0.0029 |