Clustering on Synthetic Data (1000x10-10k+5NF)
0.68ARISHARK
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SHARKselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.68 | 0.082 | |
| LWk-meansselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.678 | 0.082 | |
| FWSAselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.216 | 0.274 | |
| k-means++selection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.017 | 0.02 | |
| KMTDselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.008 | 0.007 |