Comparative Study on the Performance of Categorical Variable Encoders in Classification and Regression Tasks

Wenbin Zhu, Runwen Qiu, Ying Fu

Categorical variables often appear in datasets for classification and regression tasks, and they need to be encoded into numerical values before training. Since many encoders have…