Feature Selection Using Genetic Algorithms

Learn how GA work by applying it to the feature optimization process

Feature selection has become a fundamental step of data processing for training a machine learning model due to the increasing amount of high dimensional data [1].

There are a huge number of state-of-the-art algorithms that aim to optimize feature selection (a review of the best performing techniques can be found in [2]), including genetic algorithms. While not the best …

algorithms artificial intelligence data science feature feature engineering feature selection genetic-algorithm machine learning