Unsupervised Clustering on Dry Beans
0.77NMIVillageNet-Heur
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VillageNet-HeurOptimization Strategy=Heuristic2025.01 | 0.77 | 0.73 | 7 | 1.7 | |
| VillageNet-OptOptimization Strategy=Optimal2025.01 | 0.76 | 0.72 | 7 | 23.1 | |
| Agglomerative2025.01 | 0.73 | 0.66 | — | 9 | |
| K-Means2025.01 | 0.71 | 0.67 | — | 0.2 | |
| Louvain2025.01 | 0.65 | 0.46 | 15 | 4.6 | |
| Phenograph2025.01 | 0.64 | 0.41 | 16 | 19.2 | |
| HDBScan2025.01 | 0.155 | 0.04 | 7 | 3.1 | |
| OPTICS2025.01 | 0.1 | 0 | 158 | 26.1 |