Clustering on dermatology
0.92AMIMMCv
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MMCvSize=358, Dim=34, #C=62026.01 | 0.92 | — | — | — | — | — | — | |
| CluPropkNN type=exact kNN, Clustering algorithm=Leiden, Distance metric=cosine2026.05 | 0.89 | 0.8 | — | — | — | — | — | |
| MMCSize=358, Dim=34, #C=62026.01 | 0.88 | — | — | — | — | — | — | |
| DBHDDistance metric=cosine2026.05 | 0.88 | 0.84 | — | — | — | — | — | |
| PAMSILK=6, min_i |C_i|=212025.09 | 0.875 | 0.85 | 0.455 | 0.836 | 0.456 | 0.704 | 0.354 | |
| SGLSize=358, Dim=34, #C=62026.01 | 0.87 | — | — | — | — | — | — | |
| LGDSize=358, Dim=34, #C=62026.01 | 0.86 | — | — | — | — | — | — | |
| DMCSize=358, Dim=34, #C=62026.01 | 0.84 | — | — | — | — | — | — | |
| GMMSize=358, Dim=34, #C=62026.01 | 0.84 | — | — | — | — | — | — | |
| GLSHCSize=358, Dim=34, #C=62026.01 | 0.81 | — | — | — | — | — | — | |
| DPSize=358, Dim=34, #C=62026.01 | 0.8 | — | — | — | — | — | — | |
| DPCDistance metric=cosine2026.05 | 0.79 | 0.8 | — | — | — | — | — | |
| DPADistance metric=cosine2026.05 | 0.73 | 0.57 | — | — | — | — | — | |
| PHIDAEnvironment=Nonstationary, Runs=30 independent2026.05 | 0.625 | 0.486 | — | — | — | — | — | |
| SCDistance metric=cosine2026.05 | 0.57 | 0.36 | — | — | — | — | — | |
| SpecAClDistance metric=cosine2026.05 | 0.48 | 0.37 | — | — | — | — | — | |
| CAEAEnvironment=Nonstationary, Runs=30 independent2026.05 | 0.408 | 0.273 | — | — | — | — | — | |
| DDVFAEnvironment=Nonstationary, Runs=30 independent2026.05 | 0.376 | 0.258 | — | — | — | — | — | |
| SOINN+Environment=Nonstationary, Runs=30 independent2026.05 | 0.373 | 0.171 | — | — | — | — | — | |
| hDbscanDistance metric=cosine2026.05 | 0.23 | 0.08 | — | — | — | — | — | |
| IDATEnvironment=Nonstationary, Runs=30 independent2026.05 | 0.179 | 0.072 | — | — | — | — | — | |
| DbscanDistance metric=cosine2026.05 | 0.13 | 0.04 | — | — | — | — | — | |
| OpticsDistance metric=cosine2026.05 | 0.13 | 0.04 | — | — | — | — | — | |
| GNGEnvironment=Nonstationary, Runs=30 independent2026.05 | 0.085 | 0.031 | — | — | — | — | — | |
| CAEEnvironment=Nonstationary, Runs=30 independent2026.05 | 0.003 | 0 | — | — | — | — | — | |
| RandomSize=358, Dim=34, #C=62026.01 | 0 | — | — | — | — | — | — |