Elastic gradient boosting decision tree with adaptive iterations for concept drift adaptation

K Wang, J Lu, A Liu, Y Song, L Xiong, G Zhang - Neurocomputing, 2022 - Elsevier
As an excellent ensemble algorithm, Gradient Boosting Decision Tree (GBDT) has been
tested extensively with static data. However, real-world applications often involve dynamic …
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Elastic gradient boosting decision tree with adaptive iterations for concept drift adaptation

K Wang, J Lu, A Liu, Y Song, L Xiong… - …, 2022 - opus.lib.uts.edu.au
As an excellent ensemble algorithm, Gradient Boosting Decision Tree (GBDT) has been
tested extensively with static data. However, real-world applications often involve dynamic …

Elastic gradient boosting decision tree with adaptive iterations for concept drift adaptation

K Wang, J Lu, A Liu, Y Song, L Xiong, G Zhang - 2022 - dl.acm.org
As an excellent ensemble algorithm, Gradient Boosting Decision Tree (GBDT) has been
tested extensively with static data. However, real-world applications often involve dynamic …