Data mining predictive models. Nearly any regression model can be used for prediction purposes. Broadly speaking, there are two classes of predictive models: parametric and non-parametric. A third class, semi-parametric models, includes features of both. Parametric models make “specific assumptions with regard to one or more of the population parameters that characterize the underlying distribution(s)