Demystifying the dummy variable trap

Examining dummy variable trap together with model explainability

Insights from an ML project recreated using synthetic data

Photo by Claudio Schwarz on Unsplash

Continuing on from where I previously discussed with a data team on feature engineering of ordinal variables, the discussions naturally touched upon the Dummy variable…