Automated feature engineering with evolutionary strategies.

Photo by Suzanne D. Williams on Unsplash

Inside a data set there different samples of a population, each sample contains several features that show us how each sample is unique from any other sample. Those features can be used to train and evaluate a machine learning model. However, often those features are not able to make an accurate prediction, thus new features are needed to create a better and more accurate model. In this…