Binning continuous features can help when:

Question

Accepted Answer

Monotonic constraints, interpretability, or handling nonlinearity in linear models matter — Binning can aid interpretability/monotonic linear models — trees already split continuously.

Answer

You want maximum precision always for linear neural nets only

Answer

Trees cannot split continuous features

Answer

You must increase leakage

Binning continuous features can help when:

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