butcher (version 0.3.5)

axe-earth: Axing an earth object.

Description

earth objects are created from the earth package, which is leveraged to do multivariate adaptive regression splines.

Usage

# S3 method for earth
axe_call(x, verbose = FALSE, ...)
# S3 method for earth
axe_data(x, verbose = FALSE, ...)
# S3 method for earth
axe_fitted(x, verbose = FALSE, ...)

Value

Axed earth 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(parsnip)

# Create model and fit
earth_fit <- mars(mode = "regression") %>%
  set_engine("earth") %>%
  fit(Volume ~ ., data = trees)

out <- butcher(earth_fit, verbose = TRUE)

# Another earth model object
suppressWarnings(suppressMessages(library(earth)))
earth_mod <- earth(Volume ~ ., data = trees)
out <- butcher(earth_mod, verbose = TRUE)