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

no code implementations • 20 Apr 2019 • Peng Li, Xi Rao, Jennifer Blase, Yue Zhang, Xu Chu, Ce Zhang

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

General Classification Two-sample testing