Adaptive Base Class Boost for Multi-class Classification

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dc.creatorLi, Ping
dc.date2008-11-08
dc.date.accessioned2026-07-07T10:17:03Z
dc.date.available2026-07-07T10:17:03Z
dc.descriptionWe develop the concept of ABC-Boost (Adaptive Base Class Boost) for multi-class classification and present ABC-MART, a concrete implementation of ABC-Boost. The original MART (Multiple Additive Regression Trees) algorithm has been very successful in large-scale applications. For binary classification, ABC-MART recovers MART. For multi-class classification, ABC-MART considerably improves MART, as evaluated on several public data sets.
dc.identifierhttps://arxiv.org/abs/0811.1250
dc.identifierhttp://arxiv.org/abs/0811.1250
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/173722
dc.subjectMachine Learning
dc.subjectInformation Retrieval
dc.titleAdaptive Base Class Boost for Multi-class Classification
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