Machine Learning, Towards Data Science, AI, Data Science, Data Preprocessing.
with other techniques. The main conclusion from this step is that even though the hyperparameters are tuned, changing the scaling method can dramatically affect the results. So, we should consider the scaling method as a crucial hyperparameter of our model. Part 5 contains a more in-depth analysis