summary.bagEarth {caret} | R Documentation |
The function shows a summary of the results from a bagged earth model
summary.bagEarth(object, ...) summary.bagFDA(object, ...)
object |
an object of class "bagEarth" or "bagFDA" |
... |
optional arguments (not used) |
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.
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 |
Max Kuhn
data(trees) fit <- bagEarth(trees[,-3], trees[3]) summary(fit)