Clustering on Heart Disease dataset (test)
67.88Calinski Harabasz ScorePretopoMD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PretopoMD2025.11 | 67.88 | 0.248 | 0.416 | 1.31 | |
| Phillip & Ottaway2025.11 | 62.75 | 0.203 | 0.457 | 1.91 | |
| MixtComp2025.11 | 55.42 | 0.135 | 0.409 | 2.06 | |
| Modha Spangler2025.11 | 55.33 | 0.165 | 0.196 | 2.19 | |
| KAMILA2025.11 | 54.77 | 0.16 | 0.179 | 2.21 | |
| K-Prototypes2025.11 | 47.68 | 0.136 | 0.111 | 2.36 | |
| Pretopo PaCMAPReduction Method=PaCMAP2025.11 | 43.34 | 0.174 | 0.412 | 0.169 | |
| ClustMD2025.11 | 34.23 | 0.09 | 0.126 | 2.75 | |
| Pretopo UMAPReduction Method=UMAP2025.11 | 8.57 | -0.19 | 0.006 | 3.06 | |
| Pretopo FAMDReduction Method=FAMD2025.11 | 0.83 | -0.01 | 0.02 | 1.325 |