InfiniteBoost: building infinite ensembles with gradient descent

In machine learning ensemble methods have demonstrated high accuracy for the variety of problems in different areas. Two notable ensemble methods widely used in practice are gradient boosting and random forests. In this paper we present InfiniteBoost - a novel algorithm, which combines important pro...

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Veröffentlicht in:	arXiv.org 2018-09
Hauptverfasser:	Rogozhnikov, Alex, Likhomanenko, Tatiana
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Machine learning
Online-Zugang:	Volltext
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