Clustering on Synthetic Data 5000x50-20k+25NF
0.989ARISHARK
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SHARKselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.989 | 0.023 | |
| FWSAselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.962 | 0.03 | |
| LWk-meansselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.907 | 0.048 | |
| k-means++selection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.552 | 0.28 | |
| KMTDselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.019 | 0.018 |