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"(object, ...) "summary"(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 the bootstrap samples.

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

Aliases
  • summary.bagEarth
  • summary.bagFDA
Examples
## Not run: 
# data(trees)
# fit <- bagEarth(trees[,-3], trees[3])
# summary(fit)
# ## End(Not run)
Documentation reproduced from package caret, version 6.0-70, License: GPL (>= 2)

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