Machine Learning, Dimensionality Reduction, Feature Selection, Curse Of Dimensionality, Feature Engineering.
sci-kit learn, namely, Variance Threshold and Univariate selection. Variance Threshold is a baseline approach to feature selection. As the name suggests, it drops all features where the variance along the column does not exceed a threshold value. The premise is that a feature which doesn’t vary