Boxplot of probability estimates (RF classifier). The boxes range from the first to the third quartile. The lines within the boxes denote the medians, the whiskers extend to the maximum and minimum values unless they are outliers, outliers are plotted as distinct circles. The red crosses indicate the prior class probabilities. (For presentation reasons, predictions for a subsample of the test set are shown).