Feature Engineering, Machine Learning, Data Science, Data, Python.
variation become the new features. New axes after rotation of dataset in feature space (image from Kaggle) PCA also tells the amount of variation in each component. It shows how much the Size feature affects the variation compared to the Shape component. PCA makes this precise through each