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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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Podrobná bibliografie
Vydáno v:J Healthc Eng
Hlavní autoři: Guo, Huaping, Liu, Haiyan, Wu, Chang-an, Liu, Wei, She, Wei
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi 2018
Témata:
On-line přístup: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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