Class Probability, Imbalanced Data, Data Science, Knime, Theory.
Estimating the cost for scenario 2 with resampling A logistic regression model trained on a balanced training set (oversampled using SMOTE) yields these results: Table 3: The confusion matrix, class statistics and estimated cost obtained by a fraud detection model that was trained on an