Machine Learning, Towards Data Science, AI, Data Science, Data Preprocessing.
scaling highly improved the results. We could expect it because it contains features on different scales. We can see that RobustScaler almost always wins when we use PCA. It might be due to the many outliers in this dataset that shift the PCA eigenvectors. On the other hand, those outliers don’t