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