varSpec: Get variable specification for a Cubist/C5 object

In tidyrules: Utilities to Retrieve Rulelists from Model Fits, Filter, Prune, Reorder and Predict on Unseen Data

Get variable specification for a Cubist/C5 object

Description

Obtain variable names, type (numeric, ordered, factor) and levels as a tidytable

Usage

varSpec(object)

Arguments

object

Cubist/C5 object

Value

A tidytable with three columns: variable(character), type(character) and levels(a list-column). For numeric variables, levels are set to NA.

Examples

## Not run: 
data("attrition", package = "modeldata")
cols_att = setdiff(colnames(attrition), c("MonthlyIncome", "Attrition"))

cb_att = Cubist::cubist(x = attrition[, cols_att],
                        y = attrition[["MonthlyIncome"]]
                        )
varSpec(cb_att)

## End(Not run)

tidyrules documentation built on June 30, 2024, 1:07 a.m.