Machine Learning, Towards Data Science, AI, Data Science, Data Preprocessing.
method. PCA almost always benefited from scaling Conclusions Experiment with multiple scaling methods can dramatically increase your score on classification tasks, even when you hyperparameters are tuned. So, you should consider the scaling method as an important hyperparameter of your model.