Glossary: ML Basics

ColumnTransformer

Also written: remainder, remainder="passthrough"

A scikit-learn tool that sends different groups of columns through different preparation steps and glues the results side by side. Unlisted columns are dropped unless you set remainder="passthrough", which keeps them unchanged.