summary.bagEarth

0th

Percentile

Summarize a bagged earth or FDA fit

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

Keywords
manip
Usage
summary.bagEarth(object, ...)
summary.bagFDA(object, ...)
Arguments
object
an object of class "bagEarth" or "bagFDA"
...
optional arguments (not used)
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.

Value

  • a list with elements
  • modelInfoa matrix with the number of model terms and variables used
  • oobStata summary of the out-of-bag statistics
  • bmarsCallthe original call to bagEarth

Aliases
  • summary.bagEarth
  • summary.bagFDA
Examples
data(trees)
fit <- bagEarth(trees[,-3], trees[3])
summary(fit)
Documentation reproduced from package caret, version 4.25, License: GPL-2

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