axe-sclass {butcher} | R Documentation |
Axing a sclass object.
Description
sclass objects are byproducts of classbagg objects.
Usage
## S3 method for class 'sclass'
axe_call(x, verbose = FALSE, ...)
## S3 method for class 'sclass'
axe_env(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 sclass object.
Examples
# Load libraries
library(ipred)
library(rpart)
library(MASS)
# Load data
data("GlaucomaM", package = "TH.data")
classbagg_fit <- bagging(Class ~ ., data = GlaucomaM, coob = TRUE)
out <- butcher(classbagg_fit$mtrees[[1]], verbose = TRUE)
# Another classbagg object
wrapped_classbagg <- function() {
some_junk_in_environment <- runif(1e6)
fit <- bagging(Species ~ .,
data = iris,
nbagg = 10,
coob = TRUE)
return(fit)
}
# Remove junk
cleaned_classbagg <- butcher(wrapped_classbagg(), verbose = TRUE)
# Check size
lobstr::obj_size(cleaned_classbagg)
[Package butcher version 0.3.4 Index]