Autoplot glmnet::glmnet — autoplot.glmnet • ggfortify

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

if (FALSE) { # \dontrun{
autoplot(glmnet::glmnet(data.matrix(Orange[-3]), data.matrix(Orange[3])))
} # }