Clustering on Artificial data (ARI)
97.84ARIClust-Splitter
Evaluation Results
| Method | Links | |
|---|---|---|
| Clust-SplitterOutliers (%)=0 %2025.05 | 97.84 | |
| DC-ClustOutliers (%)=0 %2025.05 | 97.84 | |
| LMBM-ClustOutliers (%)=0 %2025.05 | 97.76 | |
| Big-ClustOutliers (%)=0 %2025.05 | 97.05 | |
| LMBM-ClustOutliers (%)=10 %2025.05 | 94.15 | |
| Clust-SplitterOutliers (%)=10 %2025.05 | 94.07 | |
| Big-ClustOutliers (%)=10 %2025.05 | 94.07 | |
| DC-ClustOutliers (%)=10 %2025.05 | 93.98 | |
| Big-MeansOutliers (%)=0 %2025.05 | 92.39 | |
| MiniBatchKMeansOutliers (%)=0 %2025.05 | 92.38 | |
| LMBM-ClustOutliers (%)=20 %2025.05 | 91.41 | |
| DC-ClustOutliers (%)=20 %2025.05 | 91.25 | |
| MiniBatchKMeansOutliers (%)=20 %2025.05 | 91.25 | |
| Clust-SplitterOutliers (%)=20 %2025.05 | 91.09 | |
| Big-ClustOutliers (%)=20 %2025.05 | 91.08 | |
| Big-MeansOutliers (%)=10 %2025.05 | 89.07 | |
| MiniBatchKMeansOutliers (%)=10 %2025.05 | 88.9 | |
| LMBM-ClustOutliers (%)=30 %2025.05 | 88.9 | |
| DC-ClustOutliers (%)=30 %2025.05 | 88.9 | |
| Clust-SplitterOutliers (%)=30 %2025.05 | 88.82 | |
| Big-ClustOutliers (%)=30 %2025.05 | 88.74 | |
| Big-ClustOutliers (%)=40 %2025.05 | 87.5 | |
| DC-ClustOutliers (%)=40 %2025.05 | 87.29 | |
| Clust-SplitterOutliers (%)=40 %2025.05 | 87.12 | |
| LMBM-ClustOutliers (%)=40 %2025.05 | 87.06 | |
| Big-MeansOutliers (%)=20 %2025.05 | 86.06 | |
| Big-MeansOutliers (%)=30 %2025.05 | 84.2 | |
| MiniBatchKMeansOutliers (%)=30 %2025.05 | 84.16 | |
| Big-ClustOutliers (%)=50 %2025.05 | 82.79 | |
| Clust-SplitterOutliers (%)=50 %2025.05 | 82.72 | |
| DC-ClustOutliers (%)=50 %2025.05 | 82.65 | |
| LMBM-ClustOutliers (%)=50 %2025.05 | 82.5 | |
| MiniBatchKMeansOutliers (%)=50 %2025.05 | 82.48 | |
| Big-MeansOutliers (%)=40 %2025.05 | 82.39 | |
| Big-MeansOutliers (%)=50 %2025.05 | 79.06 | |
| MiniBatchKMeansOutliers (%)=40 %2025.05 | 65.1 |