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Ensemble of Rotation Trees for Imbalanced Medical Datasets

Medical datasets are often predominately composed of “normal” examples with only a small percentage of “abnormal” ones and how to correctly recognize the abnormal examples is very meaningful. However, conventional classification learning methods try to pursue high accuracy by assuming that the numbe...

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Detalhes bibliográficos
Publicado no:J Healthc Eng
Main Authors: Guo, Huaping, Liu, Haiyan, Wu, Chang-an, Liu, Wei, She, Wei
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5914103/
https://ncbi.nlm.nih.gov/pubmed/29850005
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2018/8902981
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