Clustering on Cancer
73ARIGIT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GITprior class proportions=balanced2021.10 | 73 | 93 | 65 | — | — | |
| SA2021.10 | 69 | 92 | 57 | — | — | |
| SingleLinkage function=Single2026.02 | 57.4 | — | 37.1 | — | — | |
| ChLinkage function=Chamfer2026.02 | 54.1 | — | 46.5 | — | — | |
| AverageLinkage function=Average2026.02 | 53.7 | — | 45.7 | — | — | |
| CentroidLinkage function=Centroid2026.02 | 50.9 | — | 42.8 | — | — | |
| Ch_NSLinkage function=Chamfer (Normalized Symmetric)2026.02 | 47.6 | — | 43.9 | — | — | |
| CompleteLinkage function=Complete2026.02 | 46.5 | — | 43 | — | — | |
| Ch_NLinkage function=Chamfer (Normalized)2026.02 | 43.8 | — | 39.4 | — | — | |
| Ch_SLinkage function=Chamfer (Symmetric)2026.02 | 42.1 | — | 42.5 | — | — | |
| QSP2021.10 | 41 | 78 | 34 | — | — | |
| Ward'sLinkage function=Ward's2026.02 | 40.6 | — | 42.3 | — | — | |
| HDB2021.10 | 40 | 78 | 34 | — | — | |
| HD-NDW2026.07 | 9 | — | 6.2 | — | 65.1 | |
| UNTIE2026.07 | 8.5 | — | 4.6 | — | 63 | |
| SBC2026.07 | 8.3 | — | 4 | — | 62.4 | |
| CDE2026.07 | 8.3 | — | 4.5 | — | 63 | |
| WOC2026.07 | 7.6 | — | 3.4 | — | 62.9 | |
| MWKM2026.07 | 5.6 | — | 2.4 | — | 61.4 | |
| ECC2026.07 | 5 | — | 2.9 | — | 58.6 | |
| DLC2026.07 | 3.5 | — | 1.4 | — | 58.4 | |
| KMD2026.07 | 1.8 | — | 1.1 | — | 56.4 | |
| WKM2026.07 | 1.4 | — | 0.8 | — | 53.6 | |
| DPAcover rate=< 0.82021.10 | 0 | 70 | 0 | — | — | |
| FSFcover rate=< 0.82021.10 | 0 | 72 | 0 | — | — | |
| ANLS2025.11 | — | — | — | 50 | — | |
| CC-NMFlearning rate=0.25, tolerance=10^-82025.11 | — | — | — | 56 | — | |
| MU2025.11 | — | — | — | 52 | — | |
| ONMF2025.11 | — | — | — | 53 | — | |
| PNMF2025.11 | — | — | — | 54 | — | |
| Sparse NMF2025.11 | — | — | — | 53 | — |