brifTree: Build a single brif tree of a given depth

In brif: A Tree and Forest Tool for Classification and Regression

Build a single brif tree of a given depth

Description

This is a wrapper for brif to build a single tree of a given depth. See brifTree.default and brifTree.formula for details.

Usage

brifTree(x, ...)

Arguments

x	a data frame or a formula object.
...	arguments passed on to brifTree.formula or brifTree.default.

Value

an object of class brif. See brif.default for details.

Examples

# Build a single tree
bt <- brifTree(Species ~., data = iris, depth = 3)

# Print out the decision rules
printRules(bt)

# Get the accuracy on the training set
sum(predict(bt, newdata = iris, type = 'class') == iris[,'Species'])/nrow(iris)

brif documentation built on Feb. 16, 2023, 10:39 p.m.