axe-ksvm: Axing a ksvm object.

In tidymodels/butcher: Model Butcher

Axing a ksvm object.

Description

ksvm objects are created from kernlab package, which provides a means to do classification, regression, clustering, novelty detection, quantile regression and dimensionality reduction. Since fitted model objects from kernlab are S4, the butcher_ksvm class is not appended.

Usage

## S3 method for class 'ksvm'
axe_call(x, verbose = FALSE, ...)

## S3 method for class 'ksvm'
axe_data(x, verbose = FALSE, ...)

## S3 method for class 'ksvm'
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 FALSE.
...	Any additional arguments related to axing.

Value

Axed ksvm object.

Examples

# Load libraries
library(parsnip)
library(kernlab)

# Load data
data(spam)

# Create model and fit
ksvm_class <- svm_poly(mode = "classification") %>%
  set_engine("kernlab") %>%
  fit(type ~ ., data = spam)

out <- butcher(ksvm_class, verbose = TRUE)

tidymodels/butcher documentation built on April 15, 2024, 9:18 p.m.