Dimensionality Reduction on liver dataset
0.0179Class Angular Distortion IndexAngleEmbedding
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AngleEmbedding2026.05 | 0.0179 | 0 | 98.44 | 58.36 | 0.4044 | 1.1755 | 4.97 | 0.0058 | |
| PCA2026.05 | 0.0274 | 0 | 99.44 | 58.67 | 0.4061 | 0.9754 | 2.1 | 0.0139 | |
| MDS2026.05 | 0.0307 | 0 | 97.85 | 67.9 | 0.3119 | 1.3053 | 4.7 | 0.042 | |
| TSNE2026.05 | 0.0356 | 0 | 99.01 | 74.83 | 0.4127 | 0.935 | 1.29 | 0.0001 | |
| UMATO2026.05 | 0.0371 | 0 | 98.15 | 61.45 | 0.346 | 1.1362 | 9.34 | 0.0499 | |
| PaCMap2026.05 | 0.0473 | 0 | 99.15 | 70.15 | 0.6403 | 0.5316 | 42.36 | 0.4696 | |
| UMAP2026.05 | 0.0494 | 0 | 94.85 | 74.22 | 0.3286 | 1.1787 | 0.56 | 0.0002 | |
| Random2026.05 | 0.1174 | 0 | 76.04 | 38.08 | 0.0041 | 13.3538 | 0 | -0.0022 |