butcher (version 0.3.5)

axe-train: Axing a train object.

Description

train objects are created from the caret package.

Usage

# S3 method for train
axe_call(x, verbose = FALSE, ...)
# S3 method for train
axe_ctrl(x, verbose = FALSE, ...)
# S3 method for train
axe_data(x, verbose = FALSE, ...)
# S3 method for train
axe_env(x, verbose = FALSE, ...)
# S3 method for train
axe_fitted(x, verbose = FALSE, ...)

Value

Axed train object.

Arguments

x

A model object.

verbose

Print information each time an axe method is executed. Notes how much memory is released and what functions are disabled. Default is FALSE.

...

Any additional arguments related to axing.

Examples

# Load libraries
library(caret)

data(iris)
train_data <- iris[, 1:4]
train_classes <- iris[, 5]

train_fit <- train(train_data, train_classes,
                   method = "knn",
                   preProcess = c("center", "scale"),
                   tuneLength = 10,
                   trControl = trainControl(method = "cv"))

out <- butcher(train_fit, verbose = TRUE)