Machine Learning, Dimensionality Reduction, Feature Selection, Curse Of Dimensionality, Feature Engineering.
evaluate feature relevance are Pearson Correlation, Maximal information coefficient, Distance correlation, ANOVA and Chi-square. Chi-square is used to find the relationship between categorical variables and Anova is preferred when the variables are continuous. Scikit-learn exposes feature selection