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Keywords: Multivariate imputation by chained equations
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Journal Articles
HIOC: a hybrid imputation method to predict missing values in medical datasets
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International Journal of Intelligent Computing and Cybernetics (2021) 14 (4): 598–616.
Published: 12 August 2021
... multivariate imputation by chained equations (MICE), K nearest neighbor (KNN), mean and mode imputation methods in an optimum way. Performance of HIOC has been compared to MICE, KNN, and mean and mode methods. Four classifiers support vector machine (SVM), naive Bayes (NB), random forest (RF) and decision tree...
