/plackett_luce_random_forest

A random forest implementation of the pltree function from package PlackettLuce

Primary LanguageRMIT LicenseMIT

Plackett Luce Random Forest

The plforest function uses the pltree function from the PlackettLuce R package to create a random forest based on bootstrapping and k-fold cross-validation. It takes a ranking class as the response variable and a covariate dataframe as the predictor variable. It predicts the preferred ranking of individuals for a set of objects.

The model setup is as illustrated below: plforest