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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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Detalles Bibliográficos
Autores principales: Mehrabani-Zeinabad, Kamran, Doostfatemeh, Marziyeh, Ayatollahi, Seyyed Mohammad Taghi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7710403/
https://www.ncbi.nlm.nih.gov/pubmed/33299878
http://dx.doi.org/10.1155/2020/8810143