caret (version 4.42)

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.bagEarth(object, ...)
summary.bagFDA(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 of the bootstrap samples.

Examples

data(trees)
fit <- bagEarth(trees[,-3], trees[3])
summary(fit)