Hoeffding adaptive splitting trees for data stream classification with concept drift and ensemble learning

Daniel Nowak Assis, Jean Paul Barddal, Fabrício Enembreck

Ensembles of decision trees are well-established methods for data stream classification. In ensemble learning, Hoeffding Trees are widely adopted as base learners, performing perio…