insight learning
1.SVM captures the main insight of statistical learning theory (in order to obtain a small risk (cost) function, one needs to control both training error and model complexity) and shows better generalization ability than data mining algorithms based on empirical risk minimization (ERM) principle. SVM have proven to be effective in many practical applications.
