Binning

Categorical variable binning

BinRareCategories

Replace low occurence categories by the value “OTHERS”.

BinSingleTargetClassCategories

Bin single target class categories.

Numerical variable binning

Base binning

_BaseBinning

Base binning transformer class.

Binnings

Binning

Bin the columns using equal distance splits.

QuantileBinning

Bin the columns using quantile-based splits.

TreeBinning

Bin the columns using decision tree based splits.

CustomBinning

Bin the columns using the splits given by the user.