Runtime Evaluation on Shuttle for Dimensionality Reduction
1.04Runtime (s)FastUMAP
Evaluation results
| Method | Links | |
|---|---|---|
| FastUMAPn=14 500, Threading=multi-core, Warm-cache runs=32026.05 | 1.04 | |
| UMAPn=14 500, Threading=n_jobs=-1, Warm-cache runs=32026.05 | 4.76 | |
| SUDEn=14 500, Threading=single-threaded, Warm-cache runs=32026.05 | 6.94 | |
| BH-t-SNEn=14 500, Threading=single-threaded, Warm-cache runs=32026.05 | 20.11 | |
| openTSNEn=14 500, Threading=multi-core, Warm-cache runs=32026.05 | 25.42 |