Вестник Нижегородского университета им. Н.И. Лобачевского. Серия: Социальные науки

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Title of Article

SOFTWARE IMPLEMENTATION OF THE GRADIENT TREE BOOSTING ALGORITHM

Issue	1
Date	2011

Section

INFORMATION TECHNOLOGIES

Article type	scientific article	UDC	004.852
Pages	193-200	Keywords	machine learning, boosting, gradient boosting, decision trees

Authors

Druzhkov Pavel NikolaevichNizhegorodskiy gosuniversitet im. N.I. Lobachevskogo
Zolotykh Nikolay YurevichNizhegorodskiy gosuniversitet im. N.I. Lobachevskogo
Polovinkin Aleksey NikolaevichNizhegorodskiy gosuniversitet im. N.I. Lobachevskogo

Abstract

Software implementation of the gradient tree boosting algorithm is described and its competitiveness is illustrat-ed by the results of a computing experiment.

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