ABSTRACT

According to how the base learners are generated, roughly speaking, there are two paradigms of ensemble methods, that is, sequential ensemble methods where the base learners are generated sequentially, with AdaBoost as a representative, and parallel ensemble methods where the base learners are generated in parallel, with Bagging [Breiman, 1996d] as a representative.