Reduce the dimensionality caused by high-cardinality categorical features. Also, Rare categories are grouped into a single "Other" category, reducing dimensionality.
https://colab.research.google.com/drive/1K-J-GQ152cy1itTCCi7UC1ScfD6mx1Mu?usp=sharing