Class Probability, Imbalanced Data, Data Science, Knime, Theory.
model using imbalanced data training the model on balanced data and applying the model to imbalanced data without correcting the predicted class probabilities training the model on balanced data and applying the model to imbalanced data where the predicted class probabilities have been corrected