Geometric Consistency Evaluation on RNA-seq lung cancer dataset (test)
76.98Lcl-F1Euclidean Embedding of Data Using Local Distances
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Euclidean Embedding of Data Using Local DistancesEmbedding dimension=302026.05 | 76.98 | 0.0566 | 0.1589 | |
| UMAPEmbedding dimension=302026.05 | 71.6 | 0.1788 | 3.1886 | |
| t-SNEEmbedding dimension=302026.05 | 67.88 | 3.2433 | 34.28 | |
| IsoMapEmbedding dimension=302026.05 | 58.22 | 0.1087 | 0.1519 | |
| LplcMpsEmbedding dimension=302026.05 | 54.1 | 0.0761 | 0.9903 | |
| LLEEmbedding dimension=302026.05 | 52.58 | 0.0756 | 0.9428 | |
| LTSAEmbedding dimension=302026.05 | 30.99 | 0.0752 | 0.9383 |