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ResearchFormerly WizWand

Clustering on Artificial data (ARI)

97.84ARIClust-Splitter
63.790472.630281.4790.3098May 7, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Clust-SplitterOutliers (%)=0 %2025.0597.84
DC-ClustOutliers (%)=0 %2025.0597.84
LMBM-ClustOutliers (%)=0 %2025.0597.76
Big-ClustOutliers (%)=0 %2025.0597.05
LMBM-ClustOutliers (%)=10 %2025.0594.15
Clust-SplitterOutliers (%)=10 %2025.0594.07
Big-ClustOutliers (%)=10 %2025.0594.07
DC-ClustOutliers (%)=10 %2025.0593.98
Big-MeansOutliers (%)=0 %2025.0592.39
MiniBatchKMeansOutliers (%)=0 %2025.0592.38
LMBM-ClustOutliers (%)=20 %2025.0591.41
DC-ClustOutliers (%)=20 %2025.0591.25
MiniBatchKMeansOutliers (%)=20 %2025.0591.25
Clust-SplitterOutliers (%)=20 %2025.0591.09
Big-ClustOutliers (%)=20 %2025.0591.08
Big-MeansOutliers (%)=10 %2025.0589.07
MiniBatchKMeansOutliers (%)=10 %2025.0588.9
LMBM-ClustOutliers (%)=30 %2025.0588.9
DC-ClustOutliers (%)=30 %2025.0588.9
Clust-SplitterOutliers (%)=30 %2025.0588.82
Big-ClustOutliers (%)=30 %2025.0588.74
Big-ClustOutliers (%)=40 %2025.0587.5
DC-ClustOutliers (%)=40 %2025.0587.29
Clust-SplitterOutliers (%)=40 %2025.0587.12
LMBM-ClustOutliers (%)=40 %2025.0587.06
Big-MeansOutliers (%)=20 %2025.0586.06
Big-MeansOutliers (%)=30 %2025.0584.2
MiniBatchKMeansOutliers (%)=30 %2025.0584.16
Big-ClustOutliers (%)=50 %2025.0582.79
Clust-SplitterOutliers (%)=50 %2025.0582.72
DC-ClustOutliers (%)=50 %2025.0582.65
LMBM-ClustOutliers (%)=50 %2025.0582.5
MiniBatchKMeansOutliers (%)=50 %2025.0582.48
Big-MeansOutliers (%)=40 %2025.0582.39
Big-MeansOutliers (%)=50 %2025.0579.06
MiniBatchKMeansOutliers (%)=40 %2025.0565.1