One Class Splitting Criteria for Random Forests

Nicolas Goix, Nicolas Drougard, Romain Brault +1

Random Forests (RFs) are strong machine learning tools for classification and regression. However, they remain supervised algorithms, and no extension of RFs to the one-class setti…