Improving the performance of bagging ensembles for data streams through mini-batching

Guilherme Cassales, Heitor Gomes, Albert Bifet +2

Often, machine learning applications have to cope with dynamic environments where data are collected in the form of continuous data streams with potentially infinite length and tra…