Machine Learning, Towards Data Science, AI, Data Science, Data Preprocessing.
should think carefully what scaling method to choose, even as a default one. We can conclude that even though PCA is a known component that benefits from scaling, no single scaling method always improved our results, and some of them even cause harm(RF-PCA with StandardScaler). The dataset is also