Best homogeneity score. This varies for each of the dimensionality reduction models with the variation of the number of components. The labels at the top of each panel indicate the dimensionality reduction algorithm. Different colors are used for each clustering algorithm. Solid lines present the results obtained when we applied the robust scaler, and dotted lines show the results for the standard scaler.