BriefGPT.xyz
Mar, 2012
鲁棒LogitBoost和自适应基类(ABC)LogitBoost
Robust LogitBoost and Adaptive Base Class (ABC) LogitBoost
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Ping Li
TL;DR
本文提出了基于树分裂准则的鲁棒Logitboost算法,由此提出的abc-logitboost算法在多类别分类中表现优越,通过与SVM和深度学习等算法的比较进一步证明了其优越性。
Abstract
logitboost
is an influential
boosting algorithm
for classification. In this paper, we develop robust
logitboost
to provide an explicit for
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