daltoolbox (version 1.3.767)

cla_boosting: Boosting (adabag)

Description

Boosting classifier using adabag::boosting.

Usage

cla_boosting(attribute, mfinal = 50)

Value

returns a cla_boosting object

Arguments

attribute

target attribute name

mfinal

number of boosting iterations

Examples

if (requireNamespace("adabag", quietly = TRUE)) {
 data(iris)
 model <- cla_boosting("Species", mfinal = 10)
 model <- fit(model, iris)
 pred <- predict(model, iris)
 eval <- evaluate(model, adjust_class_label(iris$Species), pred)
 eval$metrics
}