discretizeData_model: Discretize numerical variables in a dataset based on...

In aruaud/endoR: Interpret and Visualize Stable Tree Ensemble Models

Discretize numerical variables in a dataset based on thresholds used in the model to create splits.

Description

This function discretizes all numerical variables into Kmax categories based on the splits used by the model for each variable.

Usage

discretizeData_model(data, conditions, Kmax = 2, return_split = FALSE)

Arguments

data	data to discretize
conditions	character vector with all conditions from which to find the thresholds
Kmax	numeric, maximal number of categories for each variable (default: Kmax = 2).
return_split	if TRUE, then the table with thresholds used to discretize data is also returned.

Value

Data with discretized variables.

aruaud/endoR documentation built on Jan. 25, 2025, 2:20 a.m.