Using KBinsDiscretizer to discretize continuous features. ¶. The example compares prediction result of linear regression (linear model) and decision tree (tree based model) with and without discretization of real-valued features. As is shown in the result before discretization, linear model is fast to build and relatively straightforward to ...
Dec 26, 2019 · A major criticism on the binning algorithm as well as on the WoE transformation is that the use of binned predictors ... RStudio Connect 2021.08.0 Python Updates.