summary.bagEarth {caret}R Documentation

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)

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

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

Author(s)

Max Kuhn

Examples

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

[Package caret version 4.10 Index]