Class Probability, Imbalanced Data, Data Science, Knime, Theory.
fraudulent, or reactivating it if the transaction was legitimate. Here we assume, for simplicity, that the administrative costs for both cases are identical. The cost matrix below summarizes the costs assigned to the different classification results. The minority class, “fraudulent”, is defined as