plot.cv.MLGL: Plot the cross-validation obtained from 'cv.MLGL' function

Description Usage Arguments See Also Examples

View source: R/plot.R

Description

Plot the cross-validation obtained from cv.MLGL function

Usage

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## S3 method for class 'cv.MLGL'
plot(x, log.lambda = FALSE, ...)

Arguments

x

cv.MLGL object

log.lambda

If TRUE, use log(lambda) instead of lambda in abscissa

...

Other parameters for plot function

See Also

cv.MLGL

Examples

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set.seed(42)
# Simulate gaussian data with block-diagonal variance matrix containing 12 blocks of size 5
X <- simuBlockGaussian(50, 12, 5, 0.7)
# Generate a response variable
y <- X[, c(2, 7, 12)] %*% c(2, 2, -2) + rnorm(50, 0, 0.5)
# Apply cv.MLGL method
res <- cv.MLGL(X, y)
# Plot the cv error curve
plot(res)

MLGL documentation built on Nov. 28, 2020, 5:07 p.m.