Machine Learning, Towards Data Science, AI, Data Science, Data Preprocessing.
even when the hyperparameters are tuned, there are still big differences between the results using different scaling methods. If we would compare different scaling techniques to the broadly used StandardScaler technique, we can gain up to 7% improvement in accuracy (KNN column) when experiencing