brif-package {brif}

brif: A tree and forest tool for classification and regression

Description

Build decision trees and random forests for classification and regression. The implementation strikes a balance between minimizing computing efforts and maximizing the expected predictive accuracy, thus scales well to large data sets. Multi-threading is available through 'OpenMP'.

Available functions

Use brif to build a random forest and (optionally) make predictions. Use brifTree to build a single decision tree. Use printRules to print out the decision rules of a tree. Use predict.brif to make predictions using a brif model (tree or forest).

Author(s)

Yanchao Liu