The Feature Selection Effect on Missing Value Imputation of Medical Datasets

In practice, many medical domain datasets are incomplete, containing a proportion of incomplete data with missing attribute values. Missing value imputation can be performed to solve the problem of incomplete datasets. To impute missing values, some of the observed data (i.e., complete data) are gen...

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Bibliographic Details
Main Authors: Chia-Hui Liu, Chih-Fong Tsai, Kuen-Liang Sue, Min-Wei Huang
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/7/2344