Class Probability, Imbalanced Data, Data Science, Knime, Theory.
estimated cost reduction obtained by a fraud detection model that was trained on imbalanced data. The cost reduction is evaluated using the formula in the “Evaluating the cost of a classification model” section. The setup in this scenario provides good values for F-measure and Cohen’s Kappa