Search Results for author: Heitor M Gomes

Found 1 papers, 0 papers with code

An Eager Splitting Strategy for Online Decision Trees

no code implementations20 Oct 2020 Chaitanya Manapragada, Heitor M Gomes, Mahsa Salehi, Albert Bifet, Geoffrey I Webb

In this work, we study in ensemble settings the effectiveness of replacing the split strategy for the state-of-the-art online tree learner, Hoeffding Tree, with a rigorous but more eager splitting strategy that we had previously published as Hoeffding AnyTime Tree.

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