Hierarchical Agglomerative Clustering on EMNIST
0.64AMICh
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ChLinkage Function=Chamfer (Ch), Merge Order Protocol=Best of three2026.02 | 0.64 | 0.429 | |
| Ch_SLinkage Function=Chamfer (Ch_S), Merge Order Protocol=Best of three2026.02 | 0.548 | 0.334 | |
| Ch_NLinkage Function=Chamfer (Ch_N), Merge Order Protocol=Best of three2026.02 | 0.543 | 0.405 | |
| Ward's linkageLinkage Function=Ward's, Merge Order Protocol=Best of three2026.02 | 0.536 | 0.28 | |
| Ch_NSLinkage Function=Chamfer (Ch_NS), Merge Order Protocol=Best of three2026.02 | 0.529 | 0.307 | |
| Average linkageLinkage Function=Average, Merge Order Protocol=Best of three2026.02 | 0.527 | 0.274 | |
| Centroid linkageLinkage Function=Centroid, Merge Order Protocol=Best of three2026.02 | 0.454 | 0.224 | |
| Complete linkageLinkage Function=Complete, Merge Order Protocol=Best of three2026.02 | 0.445 | 0.146 | |
| Single linkageLinkage Function=Single, Merge Order Protocol=Best of three2026.02 | 0.163 | 0.146 |