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Universal Target Learning: An Efficient and Effective Technique for Semi-Naive Bayesian Learning

To mitigate the negative effect of classification bias caused by overfitting, semi-naive Bayesian techniques seek to mine the implicit dependency relationships in unlabeled testing instances. By redefining some criteria from information theory, Target Learning (TL) proposes to build for each unlabel...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Gao, Siqi, Lou, Hua, Wang, Limin, Liu, Yang, Fan, Tiehu
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7515258/
https://ncbi.nlm.nih.gov/pubmed/33267443
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21080729
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