Imbalanced Learning Based on ROC Curve

This recipe illustrates the use of KMDS with feature engineering to solve an imbalanced classification problem. Please see the narrative for the details of the modeling and how KMDS is used to document assumptions and observations during modeling. Please see the feature engineering entry for details of how KMDS can be used as part of a feature engineering workflow.