Class Probability, Imbalanced Data, Data Science, Knime, Theory.
However, the cost reduction achieved by training the model on a balanced dataset is 64% — higher than what we could reach without resampling the training data. The same test set was used for both scenarios. Estimating the cost for scenario 3 with resampling and correcting the predicted class