MultiBoosting and Multi-Strategy Ensemble Learning

MultiBoosting [also known as Boost Bagging] integrates boosting and bagging, combining boosting's superior bias reduction with bagging's superior variance reduction. MultiBoosting is an example of Multi-Strategy Ensemble Learning.  We have shown that combining ensemble learning techniques can substantially reduce error.

MultiBoostAB is a standard component in Weka.

Publications

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