Class Probability, Imbalanced Data, Data Science, Knime, Theory.
the predicted class probabilities — would not be informative about the risk of the transactions in the next weeks and months. If the final goal of the analysis is not only to classify based on the highest predicted class probability, but also to get the correct class probabilities for each event,