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Dirty Data Processing for Machine Learning

Zejiao Dong , Zhixin Qi , Hongzhi Wang

In both the database and machine learning communities, data quality has become a serious issue which cannot be ignored.In this context, we refer to data with quality problems as “dirty data.” Clearly, for a given data mining or machine learning task, dirty data in both...