Question: can pca be used for feature selection?
Answer: PCA offers dimensionality reduction but it is often misconceived with feature selection (as both tend to reduce the feature space in a sense). ... You do normalize the data which tries to reduce this problem but PCA still is not a good method to be using for feature selection.