Clustering on Palmer Penguins
182.22Calinski Harabasz IndexPretopo FAMD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Pretopo FAMDNumber of clusters=262025.11 | 182.22 | 0.66 | 0.65 | 0.7 | |
| Pretopo FAMDdimensionality reduction=FAMD, number of clusters=262025.11 | 182.22 | 0.66 | 0.65 | 0.7 | |
| K-PrototypesNumber of clusters=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| Modha SpanglerNumber of clusters=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| KAMILANumber of clusters=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| ClustMDNumber of clusters=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| MixtCompNumber of clusters=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| Phillip & OttawayNumber of clusters=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| DenseClusNumber of clusters=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| K-Prototypesk=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| Modha Spanglerk=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| KAMILAk=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| ClustMDk=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| MixtCompk=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| Phillip & Ottawayk=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| DenseClusk=22025.11 | 176.08 | 0.34 | 0.44 | 1.23 | |
| Pretopo UMAPNumber of clusters=32025.11 | 163.89 | 0.36 | 0.44 | 1.24 | |
| Pretopo UMAPdimensionality reduction=UMAP, number of clusters=32025.11 | 163.89 | 0.36 | 0.44 | 1.24 | |
| PretopoMDNumber of clusters=22025.11 | 105.17 | 0.239 | 0.263 | 1.71 | |
| PretopoMDnumber of clusters=22025.11 | 105.17 | 0.239 | 0.263 | 1.71 | |
| Pretopo PaCMAPNumber of clusters=112025.11 | 61.8 | 0.34 | 0.29 | 1.12 | |
| Pretopo PaCMAPdimensionality reduction=PaCMAP, number of clusters=112025.11 | 61.8 | 0.34 | 0.29 | 1.12 |