R: Autoplot 'glmnet::cv.glmnet'

autoplot.cv.glmnet {ggfortify} | R Documentation

## Autoplot `glmnet::cv.glmnet`

### Description

Autoplot `glmnet::cv.glmnet`

### Usage

    ## S3 method for class 'cv.glmnet'
    autoplot(object, sign.lambda = 1, label.n = 12,
      label = TRUE, label.label = "nz", 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, label.repel = FALSE,
      xlim = c(NA, NA), ylim = c(NA, NA), log = "", main = NULL,
      xlab = NULL, ylab = "Mean-Squared Error", asp = NULL, ...)

### Arguments

`object` | `glmnet::cv.glmnet` instance
`sign.lambda` | Either plot against log(lambda) (default) or its negative if `sign.lambda=-1`.
`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
`label.repel` | Logical flag indicating whether to use `ggrepel`, enabling this may take some time for plotting
`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::cv.glmnet(data.matrix(Orange[-3]), data.matrix(Orange[3])))

[Package ggfortify version 0.4.1 Index]