autoplot.glmnet: Autoplot 'glmnet::glmnet'

In ggfortify: Data Visualization Tools for Statistical Analysis Results

Autoplot glmnet::glmnet

Description

Autoplot glmnet::glmnet

Usage

## S3 method for class 'glmnet'
autoplot(
  object,
  xvar = c("norm", "lambda", "dev"),
  label.n = 7,
  label = TRUE,
  label.label = "Df",
  label.colour = NULL,
  label.alpha = NULL,
  label.size = NULL,
  label.angle = NULL,
  label.family = NULL,
  label.fontface = NULL,
  label.lineheight = NULL,
  label.hjust = NULL,
  label.vjust = NULL,
  xlim = c(NA, NA),
  ylim = c(NA, NA),
  log = "",
  main = NULL,
  xlab = NULL,
  ylab = "Coefficients",
  asp = NULL,
  ...
)

Arguments

object	glmnet::glmnet instance
xvar	values to be dranw on the X axis. Either "norm" (L1-norm), "lambda" (log-lambda sequence) or "dev" (percent deviance)
label.n	Number of Df labels
label	Logical value whether to display labels
label.label	Column name used for label text
label.colour	Colour for text labels
label.alpha	Alpha for text labels
label.size	Size for text labels
label.angle	Angle for text labels
label.family	Font family for text labels
label.fontface	Fontface for text labels
label.lineheight	Lineheight for text labels
label.hjust	Horizontal adjustment for text labels
label.vjust	Vertical adjustment for text labels
xlim	limits for x axis
ylim	limits for y axis
log	which variables to log transform ("x", "y", or "xy")
main	character vector or expression for plot title
xlab	character vector or expression for x axis label
ylab	character vector or expression for y axis label
asp	the y/x aspect ratio
...	other arguments passed to methods

Value

ggplot

Examples

## Not run: 
autoplot(glmnet::glmnet(data.matrix(Orange[-3]), data.matrix(Orange[3])))

## End(Not run)

ggfortify documentation built on May 29, 2024, 7:19 a.m.