R: Autoplot 'glmnet::glmnet'

autoplot.glmnet {ggfortify} | R Documentation

## 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

    autoplot(glmnet::glmnet(data.matrix(Orange[-3]), data.matrix(Orange[3])))

[Package ggfortify version 0.4.3 Index]