hierarchical target encoding #246
Description
Furthermore, for categorical attributes with an inherent hierarchical structure, like ZIP codes, the preprocessing scheme can directly leverage the hierarchy by blending statistics at the various levels of aggregation.
https://dl.acm.org/doi/10.1145/507533.507538
We would need to select the right columns, and properly add another argument, that takes a formula that describes the hierarchy