Class Probability, Imbalanced Data, Data Science, Knime, Theory.
assess the performance of models trained on imbalanced data. Other statistics, such as Cohen’s kappa and F-measure, should be considered. F-measure captures both the precision and recall, while Cohen’s kappa takes into account the a priori distribution of the target classes. The ideal classifier