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Feature selection and ranking by Random Forest. (A) The plot shows boxplot of all the attributes plus minimum, average and maximum shadow score. Variables having boxplot in green are important variables confirmed by random forest. if boxplots are in red, it indicates that they were rejected. Yellow color of boxplot indicates they are tentative; (B) history of decisions of rejecting or accepting features by Random Forest in 100 Boruta function runs.
