axe-train {butcher} | R Documentation |
Axing a train object.
Description
train objects are created from the caret package.
Usage
## S3 method for class 'train'
axe_call(x, verbose = FALSE, ...)
## S3 method for class 'train'
axe_ctrl(x, verbose = FALSE, ...)
## S3 method for class 'train'
axe_data(x, verbose = FALSE, ...)
## S3 method for class 'train'
axe_env(x, verbose = FALSE, ...)
## S3 method for class 'train'
axe_fitted(x, verbose = FALSE, ...)
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 |
... |
Any additional arguments related to axing. |
Value
Axed train object.
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)
[Package butcher version 0.3.4 Index]