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ResearchFormerly WizWand

Clustering on Synthetic Data (1000x10-10k+5NF)

0.68ARISHARK
-0.018880.162560.3440.52544Aug 11, 2025
Updated 4mo ago

Evaluation results

MethodLinks
SHARKselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.680.082
LWk-meansselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.6780.082
FWSAselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.2160.274
k-means++selection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.0170.02
KMTDselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.0080.007