Unsupervised Clustering on Gas Sensor
0.53NMIVillageNet-Heur
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VillageNet-HeurOptimization Strategy=Heuristic2025.01 | 0.53 | 0.3 | 18 | 7.9 | |
| Louvain2025.01 | 0.52 | 0.11 | 103 | 4.4 | |
| Phenograph2025.01 | 0.52 | 0.1 | 98 | 17.5 | |
| VillageNet-OptOptimization Strategy=Optimal2025.01 | 0.5 | 0.31 | 14 | 78.4 | |
| HDBScan2025.01 | 0.41 | 0.03 | 587 | 27.9 | |
| OPTICS2025.01 | 0.35 | 0.02 | 725 | 114.9 | |
| Agglomerative2025.01 | 0.32 | 0.2 | — | 18.3 | |
| K-Means2025.01 | 0.22 | 0.08 | — | 0.6 |