Hierarchical Agglomerative Clustering on cancer
56.1ARISci-Single
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Sci-Singlelinkage=Single2022.06 | 56.1 | 31.6 | 79.8 | 841,428 | — | — | |
| Sci-Avglinkage=Average2022.06 | 53.7 | 45.6 | 82.9 | 737,071 | — | — | |
| ParHACepsilon=0.12022.06 | 49.1 | 46.4 | 82.3 | 751,107 | — | — | |
| Sci-Completelinkage=Complete2022.06 | 47.9 | 42.8 | 80.9 | 742,226 | — | — | |
| RAC and SeqHACepsilon=02022.06 | 44.7 | 44.5 | 79.7 | 789,808 | — | — | |
| SeqHACepsilon=0.12022.06 | 44.7 | 44.5 | 79.7 | 789,808 | — | — | |
| ParHACepsilon=02022.06 | 44 | 44.5 | 81.2 | 789,808 | — | — | |
| Sci-Wardlinkage=Ward2022.06 | 40.6 | 42.3 | 78.3 | 752,549 | — | — | |
| Affinity2022.06 | 37.5 | 41.2 | 76.4 | 794,858 | — | — | |
| SCCsim2022.06 | 19.7 | 32.5 | 70.3 | 952,966 | — | — | |
| Average linkageLinkage Function=Average, Merge Order Protocol=Best of three2026.02 | — | — | — | — | 0.454 | 0.797 | |
| Centroid linkageLinkage Function=Centroid, Merge Order Protocol=Best of three2026.02 | — | — | — | — | 0.425 | 0.776 | |
| ChLinkage Function=Chamfer (Ch), Merge Order Protocol=Best of three2026.02 | — | — | — | — | 0.464 | 0.792 | |
| Ch_NLinkage Function=Chamfer (Ch_N), Merge Order Protocol=Best of three2026.02 | — | — | — | — | 0.389 | 0.761 | |
| Ch_NSLinkage Function=Chamfer (Ch_NS), Merge Order Protocol=Best of three2026.02 | — | — | — | — | 0.436 | 0.783 | |
| Ch_SLinkage Function=Chamfer (Ch_S), Merge Order Protocol=Best of three2026.02 | — | — | — | — | 0.423 | 0.77 | |
| Complete linkageLinkage Function=Complete, Merge Order Protocol=Best of three2026.02 | — | — | — | — | 0.425 | 0.777 | |
| Single linkageLinkage Function=Single, Merge Order Protocol=Best of three2026.02 | — | — | — | — | 0.325 | 0.78 | |
| Ward's linkageLinkage Function=Ward's, Merge Order Protocol=Best of three2026.02 | — | — | — | — | 0.421 | 0.739 |