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The Effects of Missing Data Characteristics on the Choice of Imputation Techniques

One major characteristic of data is completeness. Missing data is a significant problem in medical datasets. It leads to incorrect classification of patients and is dangerous to the health management of patients. Many factors lead to the missingness of values in databases in medical datasets. In thi...

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Библиографические подробности
Главные авторы: Oyekale Abel Alade, Ali Selamat, Roselina Sallehuddin
Формат: Artigo
Язык:Inglês
Опубликовано: World Scientific Publishing 2020-05-01
Серии:Vietnam Journal of Computer Science
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Online-ссылка:http://www.worldscientific.com/doi/pdf/10.1142/S2196888820500098
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