Unsupervised Clustering on Wifi
0.9NMIAgglomerative
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Agglomerative2025.01 | 0.9 | 0.91 | — | 0.1 | |
| VillageNet-OptOptimization Strategy=Optimal2025.01 | 0.87 | 0.87 | 4 | 10.1 | |
| VillageNet-HeurOptimization Strategy=Heuristic2025.01 | 0.87 | 0.87 | 4 | 0.4 | |
| K-Means2025.01 | 0.8 | 0.82 | — | — | |
| Louvain2025.01 | 0.7 | 0.55 | 10 | 0.2 | |
| Phenograph2025.01 | 0.69 | 0.53 | 11 | 11.5 | |
| OPTICS2025.01 | 0.19 | 0 | 42 | 2.2 | |
| HDBScan2025.01 | 0.05 | 0 | 4 | — |