Machine Learning, Towards Data Science, AI, Data Science, Data Preprocessing.
a great factor here. To better understand the consequences of scaling methods on PCA, we should experiment with more diverse datasets (class imbalanced, different scales of features and datasets with numerical and categorical features). I’m doing this analysis in section 5. 4.