Clustering on Synthetic Data 5000x50-50k+25NF
0.969ARISHARK
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SHARKselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.969 | 0.015 | |
| FWSAselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.928 | 0.018 | |
| LWk-meansselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.922 | 0.031 | |
| k-means++selection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.034 | 0.017 | |
| KMTDselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.021 | 0.004 |