Question: can pca be used for classification?
Answer: PCA is a dimension reduction tool, not a classifier. In Scikit-Learn, all classifiers and estimators have a predict method which PCA does not. You need to fit a classifier on the PCA-transformed data. ... By the way, you may not even need to use PCA to get good classification results.