A survey on dataset quality in machine learning

With the rise of big data, the quality of datasets has become a crucial factor affecting the performance of machine learning models. High-quality datasets are essential for the realization of data value. This survey article summarizes the research direction of dataset quality in machine learning, in...

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Bibliographic Details

Published in:	Information and software technology Vol. 162; p. 107268
Main Authors:	Gong, Youdi, Liu, Guangzhen, Xue, Yunzhi, Li, Rui, Meng, Lingzhong
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.10.2023
Subjects:	Dataset Dataset quality Machine Learning Dataset quality Machine Learning Dataset
ISSN:	0950-5849, 1873-6025
Online Access:	Get full text
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