ExtraImpute: a novel machine learning method for missing data imputation

Missing values are one of the common incidences that occurs in healthcare datasets. Its existence usually leads to undesirable results while conducting data analysis using machine learning methods. Recently, researchers have proposed several imputation approaches to deal with missing values in real-...

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Bibliographic Details
Main Authors: Alabadla, Mustafa, Sidi, Fatimah, Ishak, Iskandar, Ibrahim, Hamidah, Affendey, Lilly Suriani, Hamdan, Hazlina
Format: Article
Published: Engineering and Technology Publishing 2022