Clustering on ABO-LC (test)
93.3NMIGCPM-I + MST Traversal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GCPM-I + MST TraversalKnown Number of Clusters=No, Algorithm=HDBSCAN, MST Traversal=Yes2026.06 | 93.3 | — | 50.7 | |
| GCPM-E + MST TraversalKnown Number of Clusters=No, Algorithm=HDBSCAN, MST Traversal=Yes2026.06 | 93.1 | — | 51.5 | |
| GCPM-GKnown Number of Clusters=Yes, Algorithm=K-Means, MST Traversal=No2026.06 | 93 | 55.2 | 32.3 | |
| GCPM-IKnown Number of Clusters=Yes, Algorithm=K-Means, MST Traversal=No2026.06 | 92.9 | 55.7 | 38.4 | |
| GCPM-G + MST TraversalKnown Number of Clusters=No, Algorithm=HDBSCAN, MST Traversal=Yes2026.06 | 92.9 | — | 37.9 | |
| GCPM-EKnown Number of Clusters=Yes, Algorithm=K-Means, MST Traversal=No2026.06 | 92.7 | 54.9 | 36.2 | |
| GCPM-IKnown Number of Clusters=No, Algorithm=HDBSCAN, MST Traversal=No2026.06 | 92.4 | — | 27.5 | |
| GCPM-EKnown Number of Clusters=No, Algorithm=HDBSCAN, MST Traversal=No2026.06 | 92.3 | — | 28.2 | |
| GCPM-GKnown Number of Clusters=No, Algorithm=HDBSCAN, MST Traversal=No2026.06 | 92.1 | — | 23.5 | |
| IC|TCKnown Number of Clusters=Yes, Algorithm=Baseline2026.06 | 35.3 | 5.5 | 5.3 |