When Should You Use Feature Discretization?

Tired of complex continuous variables hindering interpretability in your machine learning models? Feature-engine has the solution! Feature-engine offers a powerful suite of tools specifically designed for discretizing continuous variables. It includes an arbitrary discretizer to sort variables into arbitrary intervals and supports the most commonly used discretization methods based on equal frequency or equal width of the interval. This means transforming those continuous values into discrete in