caret (version 4.36)

predict.bagEarth: Predicted values based on bagged Earth and FDA models

Description

Predicted values based on bagged Earth and FDA models

Usage

predict.bagEarth(object, newdata = NULL, type = "response", ...)
predict.bagFDA(object, newdata = NULL, type = "class", ...)

Arguments

object
Object of class inheriting from bagEarth
newdata
An optional data frame or matrix in which to look for variables with which to predict. If omitted, the fitted values are used (see note below).
type
The type of prediction. For bagged earth regression model, type = "response" will produce a numeric vector of the usual model predictions. earth<
...
not used

Value

  • a vector of predictions

See Also

bagEarth

Examples

data(trees)
fit1 <- bagEarth(Volume ~ ., data = trees, keepX = TRUE)
fit2 <- bagEarth(Volume ~ ., data = trees, keepX = FALSE)
hist(predict(fit1) - predict(fit2))