Clustering on Synthetic Data 1000x10-3k+5NF
0.88ARISHARK
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SHARKselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.88 | 0.082 | |
| LWk-meansselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.841 | 0.144 | |
| FWSAselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.774 | 0.249 | |
| KMTDselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.314 | 0.334 | |
| k-means++selection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.08 | 0.308 | 0.346 |