Clustering Algorithm | k | Silhouette Score | Calinski-Harabasz | Davies-Bouldin |
---|---|---|---|---|
Gower Distance + Hierarchical Clustering | 3 | 0.153 | 918.620 | 1.859 |
4 | 0.155 | 910.162 | 1.751 | |
5 | 0.153 | 810.238 | 1.797 | |
FAMD + Hierarchical Clustering | 3 | 0.080 | 221.906 | 2.267 |
4 | 0.082 | 225.429 | 2.325 | |
5 | 0.075 | 227.625 | 2.332 | |
FAMD + K-Means | 3 | 0.073 | 217.615 | 2.374 |
4 | 0.078 | 201.213 | 2.420 | |
5 | 0.068 | 191.439 | 2.537 |