tidy.cubist: Get the rulelist from a cubist model

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

Get the rulelist from a cubist model

Description

Each row corresponds to a rule per committee

Usage

## S3 method for class 'cubist'
tidy(x, ...)

Arguments

x	Cubist::cubist model
...	Other arguments (currently unused)

Details

• The output columns are: rule_nbr, committee, LHS, RHS, support, mean, min, max, error.

• Rules are sorted in this order per committee: error, desc(support)

Value

A rulelist object

See Also

rulelist, tidy, augment, predict, calculate, prune, reorder

Other Core Tidy Utility: tidy(), tidy.C5.0(), tidy.rpart()

Examples

att = modeldata::attrition
cols_att    = setdiff(colnames(att), c("MonthlyIncome", "Attrition"))
model_cubist = Cubist::cubist(x = att[, cols_att],
                              y = att[["MonthlyIncome"]]
                              )
tidy(model_cubist)

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