CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks

Peng Li, Xi Rao, Jennifer Blase +3

Data quality affects machine learning (ML) model performances, and data scientists spend considerable amount of time on data cleaning before model training. However, to date, there…