Using a variety of techniques, data analysts in database marketing aim to build models that maximize expected response and profit from solicitations. Standard techniques include the statistical methods of classical discriminant analysis, as well as logistic and ordinary regression. A recent addition in the data analysis arsenal is the machine learning (ML) method of neural networks. The GenIQ Model is a hybrid ML-statistics method that is presented in full detail below.