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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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Main Authors: Oyekale Abel Alade, Ali Selamat, Roselina Sallehuddin
Formáid: Artigo
Teanga:Inglês
Foilsithe: World Scientific Publishing 2020-05-01
Sraith:Vietnam Journal of Computer Science
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Rochtain Ar Líne:http://www.worldscientific.com/doi/pdf/10.1142/S2196888820500098
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