most citedA Survey on Data Cleaning Methods for Improved Machine Learning Model Performance

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cs.DB2021★ 29 cited

A Survey on Data Cleaning Methods for Improved Machine Learning Model Performance

Ga Young Lee, Lubna Alzamil, Bakhtiyar Doskenov +1

Data cleaning is the initial stage of any machine learning project and is one of the most critical processes in data analysis. It is a critical step in ensuring that the dataset is…