caret (version 6.0-80)

summary.bagEarth: Summarize a bagged earth or FDA fit

Description

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

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)

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 the bootstrap samples.

Examples

# NOT RUN {
# }
# NOT RUN {
data(trees)
set.seed(9655)
fit <- bagEarth(trees[,-3], trees[3])
summary(fit)
# }
# NOT RUN {
# }