Clustering on Synthetic data (no noise, 5000x50-20k)
100ARIk-means++
Evaluation Results
| Method | Links | |
|---|---|---|
| k-means++selection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 100 | |
| FWSAselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 94.9 | |
| SHARKselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 94.5 | |
| LWk-meansselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 90.1 | |
| KMTDselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 70.5 |