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ResearchFormerly WizWand

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

0.8ARILWk-means
0.031440.230970.43050.63003Aug 11, 2025
Updated 4mo ago

Evaluation results

MethodLinks
LWk-meansselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.80.093
SHARKselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.80.091
FWSAselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.4960.345
KMTDselection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.0720.115
k-means++selection_criterion=best ARI from best criterion output, num_experiments_per_dataset=25, num_datasets_per_config=502025.080.0610.116