Feature Selection with Genetic Algorithms

A genetic algorithm is a technique for optimization problems based on natural selection. In this post, I show how to use genetic algorithms for feature selection. While there are many well-known feature selections methods in scikit-learn, feature selection goes well beyond what is available there. Feature selection is a crucial aspect of any machine learning pipeline. However, these days there is a surplus of available data.