1. A method for generating a classifier model, the method comprising: defining a plurality of predictive performance measures based on a leave one out (LOO) cross validation in terms of selectable model parameters; deriving efficient analytical expressions based on the plurality of predictive performance measures to compute a LOO predictive performance; and selecting a classifier model based on the LOO predictive performance.