Xiao-Dong Bi

MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information

Ensemble pruning that combines a subset of individual learners generated in parallel to make predictions is an important topic in ensemble learning. Past decades have developed a lot of pruning algorithms that focus on the external behavior of learners on samples, which may lead to over-fitting. In…