How to Improve Machine Learning Model Performance by Combining Categorical Features

When you’re training a machine learning model, you can have some features in your dataset that represent categorical values. Categorical features are types of data that you can divide into groups. There are three common categorical data types: Ordinal – a set of values in ascending or descending order. Example: rating