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
# S3 method for bagEarth
summary(object, ...)

# S3 method for bagFDA 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 {
# }
# NOT RUN {
data(trees)
set.seed(9655)
fit <- bagEarth(trees[,-3], trees[3])
summary(fit)
# }
# NOT RUN {
# }
Documentation reproduced from package caret, version 6.0-84, License: GPL (>= 2)

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