Class Probability, Imbalanced Data, Data Science, Knime, Theory.
For example, if the proportion of the positive class in the original dataset is 1% and after resampling it is 50%, and the predicted positive class probability is 0.95, applying the correction it gives: Example: Fraud detection When we apply a classification model to detect fraudulent transactions,