Summarize a bagged earth or FDA fit

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

# 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

if (FALSE) {
data(trees)
set.seed(9655)
fit <- bagEarth(trees[,-3], trees[3])
summary(fit)
}