Machine Learning, Towards Data Science, AI, Data Science, Data Preprocessing.
QuantileTransformer-Uniform, doesn’t preserve the exact order of the values in each feature, hence the change in score even in the above classifiers that were agnostic to other scaling methods. 3. Classifier+Scaling+PCA We know that some well-known ML methods like PCA can benefit from scaling