Machine Learning, Dimensionality Reduction, Feature Selection, Curse Of Dimensionality, Feature Engineering.
routines likes SelectKBest, SelectPercentile or GenericUnivariateSelect as objects that implement a transform method based on the score of anova or chi2 or mutual information. Sklearn offers f_regression and mutual_info_regression as the scoring functions for regression and f_classif and