Feature Engineering, Machine Learning, Data Science, Data, Python.
component's percent of explained variance. PCA for Feature Engineering There are two ways PCA can be used for feature engineering. The first way is to use it as a descriptive technique. Since the components tell the variation, you could compute the Mutual Information (MI) scores for the components