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ResearchFormerly WizWand

Clustering on Synthetic Data 1000x10-3k+5NF

0.88ARISHARK
0.285120.439560.5940.74844Aug 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=502025.080.880.082
LWk-meansselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.8410.144
FWSAselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.7740.249
KMTDselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.3140.334
k-means++selection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.3080.346