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The Synergy Between PAV and AdaBoost

Schapire and Singer’s improved version of AdaBoost for handling weak hypotheses with confidence rated predictions represents an important advance in the theory and practice of boosting. Its success results from a more efficient use of information in weak hypotheses during updating. Instead of simple...

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Detalhes bibliográficos
Publicado no:Mach Learn
Main Authors: WILBUR, W. JOHN, YEGANOVA, LANA, KIM, WON
Formato: Artigo
Idioma:Inglês
Publicado em: 2005
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5815843/
https://ncbi.nlm.nih.gov/pubmed/29456289
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10994-005-1123-6
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