Simple classifiers have the advantage of more generalization capability with the side effect of less power. It would be a good idea if we could build a classifier which is as simple as possible while giving it the ability ...

Linear classifiers have the generalization property while lacking the power of classifying complex patterns. A simple and effective idea is to somehow exclude the complexity of the data such that it can be classified using ...