ggDiagnose.cv.glmnet: Diagnostic plot for cv.glmnet object (ggplot based)

In benjaminleroy/ggDiagnose: Wrapper for Diagnostic Plots with ggplot2

Description

This function creates a ggplot graphic version of plot.cv.glmnet for cv.glmnet objects.

Usage

ggDiagnose.cv.glmnet(x, sign.lambda = 1, color = "red",
  dashed.color = "red", show.plot = TRUE, return = FALSE, ...)

Arguments

x	cv.glmnet object from library glmnet
sign.lambda	what sign of lambda you'd like \\pm 1
color	color of CV MSE average dot
dashed.color	color of dashed lines for 1se and min lambda values
show.plot	logic to display the plot
return	logic to return list the graphic and the data frame to make the majority of the graphic
...	extra attributes (currently not used)

Value

depending on show.plot and return it will return the visualization of the graphic and/or a list of both the data frame used the make the majority of the graphic and the graphic object itself.

See Also

dfCompile.cv.glmnet for data creation.

Examples

library(glmnet)
cv.glmnet.object <- cv.glmnet(y = iris$Sepal.Length,
                              x = model.matrix(Sepal.Length~., data = iris))

plot(cv.glmnet.object)

ggDiagnose(cv.glmnet.object)

benjaminleroy/ggDiagnose documentation built on May 4, 2019, 3:07 a.m.