Machine Learning, Towards Data Science, AI, Data Science, Data Preprocessing.
the StandardScaler never got the highest score, nor MinMaxScaler. We can see differences of up to 20% between StandardScaler and other methods. (CART-PCA column) We can see that scaling usually improved the results. Take for example SVM that jumped from 78% to 99%. 5.2 Bank Marketing dataset Link