A Tree and Forest Tool for Classification and Regression


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Documentation for package ‘brif’ version 1.4.0

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brif-package brif: A tree and forest tool for classification and regression
brif Build a model (and make predictions)
brif.default Build a model taking a data frame as input
brif.formula Build a model (and make predictions) with formula
brif.trainpredict Train a model and use it to predict new cases
brifTree Build a single brif tree of a given depth
brifTree.default Build a single brif tree taking a data frame as input
brifTree.formula Build a single brif tree taking a formula as input
brif_write_data Write data set to file
predict.brif Make predictions using a brif model
printBrifTree Print the decision rules of a Brif tree
printRules Print the decision rules of a brif tree
rfpredict Predict new cases
rftrain Train a random forest
rftrainpredict Train a model and predict for newdata in one go
stratpar Stratified permutation of rows by the first column