Clustering on Letters (AMI, ARI)
63AMICluProp
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CluPropkNN type=exact kNN, Clustering algorithm=Leiden, Distance metric=cosine2026.05 | 63 | 25 | |
| DBHDDistance metric=cosine2026.05 | 61 | 25 | |
| DPADistance metric=cosine2026.05 | 57 | 21 | |
| SOINN+Environment=Nonstationary, Runs=30 independent2026.05 | 48 | 10.7 | |
| CAEEnvironment=Nonstationary, Runs=30 independent2026.05 | 47.8 | 13.5 | |
| IDATEnvironment=Nonstationary, Runs=30 independent2026.05 | 44.5 | 10.8 | |
| hDbscanDistance metric=cosine2026.05 | 44 | 2 | |
| DbscanDistance metric=cosine2026.05 | 40 | 2 | |
| OpticsDistance metric=cosine2026.05 | 39 | 2 | |
| SCDistance metric=cosine2026.05 | 39 | 16 | |
| CAEAEnvironment=Nonstationary, Runs=30 independent2026.05 | 38.6 | 4.9 | |
| GNGEnvironment=Nonstationary, Runs=30 independent2026.05 | 37.6 | 4 | |
| SpecAClDistance metric=cosine2026.05 | 37 | 5 | |
| PHIDAEnvironment=Nonstationary, Runs=30 independent2026.05 | 36.5 | 11.1 | |
| DPCDistance metric=cosine2026.05 | 31 | 10 | |
| DDVFAEnvironment=Nonstationary, Runs=30 independent2026.05 | 6.3 | 1.1 |