Multiple Clustering on Card
91.1NMI (Number)GCPM-E
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCPM-EClustering Algorithm=K-Means, Known number of clusters=true, MST Traversal=false2026.06 | 91.1 | 99.1 | 89 | 97.2 | 90 | 98.2 | |
| GCPM-GClustering Algorithm=K-Means, Known number of clusters=true, MST Traversal=false2026.06 | 82 | 95.8 | 30.6 | 74.9 | 56.3 | 85.4 | |
| GCPM-E + MST TraversalClustering Algorithm=HDBSCAN, Known number of clusters=false, MST Traversal=true2026.06 | 80.3 | 96.7 | 70.5 | 89.8 | 75.4 | 93.2 | |
| GCPM-G + MST TraversalClustering Algorithm=HDBSCAN, Known number of clusters=false, MST Traversal=true2026.06 | 72.1 | 95.1 | 36.9 | 75.9 | 54.5 | 85.5 | |
| GCPM-I + MST TraversalClustering Algorithm=HDBSCAN, Known number of clusters=false, MST Traversal=true2026.06 | 61.3 | 93.5 | 58.5 | 85.1 | 59.9 | 89.3 | |
| GCPM-GClustering Algorithm=HDBSCAN, Known number of clusters=false, MST Traversal=false2026.06 | 50.3 | 92.5 | 29.9 | 75.2 | 40.1 | 83.9 | |
| GCPM-EClustering Algorithm=HDBSCAN, Known number of clusters=false, MST Traversal=false2026.06 | 47.4 | 92.3 | 28.7 | 75 | 38.1 | 83.7 | |
| CRLKnown number of clusters=true2026.06 | 46.6 | — | 60.9 | — | 53.8 | — | |
| GCPM-IClustering Algorithm=HDBSCAN, Known number of clusters=false, MST Traversal=false2026.06 | 46.3 | 92.3 | 28.2 | 75 | 37.3 | 83.7 | |
| Multi-SubKnown number of clusters=true2026.06 | 39.2 | 88.4 | 31 | 79.4 | 35.1 | 83.9 | |
| Multi-MaPKnown number of clusters=true2026.06 | 36.5 | 85.9 | 27.3 | 70.4 | 31.9 | 78.2 | |
| GCPM-IClustering Algorithm=K-Means, Known number of clusters=true, MST Traversal=false2026.06 | 35.3 | 86.7 | 57.3 | 97 | 46.3 | 91.8 | |
| DDMCKnown number of clusters=true2026.06 | 15.6 | 83.3 | 9.3 | 64.7 | 12.5 | 74 | |
| AugDMCKnown number of clusters=true2026.06 | 14.4 | 82.7 | 8.7 | 42.3 | 11.6 | 62.5 | |
| ENRCKnown number of clusters=true2026.06 | 12.3 | 73.1 | 6.8 | 38 | 9.6 | 55.6 | |
| iMClustsKnown number of clusters=true2026.06 | 11.4 | 76.6 | 7.2 | 37.2 | 9.3 | 56.9 | |
| MSCKnown number of clusters=true2026.06 | 8.1 | 78.1 | 5 | 35.9 | 6.6 | 57 | |
| MCVKnown number of clusters=true2026.06 | 7.9 | 71.3 | 4.3 | 36.4 | 6.1 | 53.9 |