summary.bagEarth

From caret v5.04-007 by Max Kuhn

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 class 'bagEarth':
summary(object, ...)
## S3 method for class '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 of the bootstrap samples.

Value

a list with elements
modelInfoa matrix with the number of model terms and variables used
oobStata summary of the out-of-bag statistics
bmarsCallthe original call to bagEarth

Examples

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

Documentation reproduced from package caret, version 5.04-007, License: GPL-2

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