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An Efficient and Effective Model to Handle Missing Data in Classification

Missing data is one of the most important causes in reduction of classification accuracy. Many real datasets suffer from missing values, especially in medical sciences. Imputation is a common way to deal with incomplete datasets. There are various imputation methods that can be applied, and the choi...

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Detalhes bibliográficos
Publicado no:Biomed Res Int
Principais autores: Mehrabani-Zeinabad, Kamran, Doostfatemeh, Marziyeh, Ayatollahi, Seyyed Mohammad Taghi
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7710403/
https://ncbi.nlm.nih.gov/pubmed/33299878
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2020/8810143
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