Machine Learning, Data Science, Algorithms, Dimensionality Reduction, Cheatsheet.
Selection — find a subset of the input features Feature Projection (or Feature Extraction) — find the optimal projection of the original data into some low-dimensional space Next, we will talk about the second group of methods. Check feature engineering for more feature selection tools, e.g. LASSO