Stacked Generalizations in Imbalanced Fraud Data Sets using Resampling Methods

Kathleen Kerwin, Nathaniel D. Bastian

This study uses stacked generalization, which is a two-step process of combining machine learning methods, called meta or super learners, for improving the performance of algorithm…