Opening the random forest black box by the analysis of the mutual impact of features

Lucas F. Voges, Lukas C. Jarren, Stephan Seifert

Random forest is a popular machine learning approach for the analysis of high-dimensional data because it is flexible and provides variable importance measures for the selection of…