/** * Returns a string describing classifier * @return a description suitable for * displaying in the explorer/experimenter gui */ public String globalInfo() { return "Implements the stochastic variant of the Pegasos" + " (Primal Estimated sub-GrAdient SOlver for SVM)" + " method of Shalev-Shwartz et al. (2007). This implementation" + " globally replaces all missing values and transforms nominal" + " attributes into binary ones. It also normalizes all attributes," + " so the coefficients in the output are based on the normalized" + " data. For more information, see\n\n" + getTechnicalInformation().toString(); }