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Plot a gg_boost_path object

Source: R/plot.gg_boost_path.R
autoplot.gg_boost_path.Rd

The estimated correlation, variance, and smoothing parameter paths of a boosted multivariate tree fit against the boosting iteration.

Usage

# S3 method for class 'gg_boost_path'
autoplot(object, ...)

# S3 method for class 'gg_boost_path'
plot(x, ...)

Arguments

object

A gg_boost_path object.

...

Passed to geom_line.

x

A gg_boost_path object.

Value

A ggplot object.

Details

The three parameters live on entirely different scales, so they are always faceted with a free y axis rather than drawn together. With several responses the facet grid is parameter by response.

The returned plot carries no theme.

See also

gg_boost_path

Examples

# \donttest{
sim <- boostmtree::simLong(n = 25, n.time = 4, model = 1)$data.list
fit <- boostmtree::boostmtree(
  x = sim$features, tm = sim$time, id = sim$id, y = sim$y,
  M = 50, cv.flag = TRUE, verbose = FALSE
)
plot(gg_boost_path(fit))

# }