robROSE: A robust approach for dealing with imbalanced data in fraud detection

Bart Baesens, Sebastiaan Höppner, Irene Ortner +1

A major challenge when trying to detect fraud is that the fraudulent activities form a minority class which make up a very small proportion of the data set. In most data sets, frau…