caret (version 6.0-70)

summary.bagEarth: Summarize a bagged earth or FDA fit

Description

The function shows a summary of the results from a bagged earth model

Usage

"summary"(object, ...) "summary"(object, ...)

Arguments

object
an object of class "bagEarth" or "bagFDA"
...
optional arguments (not used)

Value

a list with elements
modelInfo
a matrix with the number of model terms and variables used
oobStat
a summary of the out-of-bag statistics
bmarsCall
the original call to bagEarth

Details

The out-of-bag statistics are summarized, as well as the distribution of the number of model terms and number of variables used across all the bootstrap samples.

Examples

Run this code
## Not run: 
# data(trees)
# fit <- bagEarth(trees[,-3], trees[3])
# summary(fit)
# ## End(Not run)

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