From Data Quality to Model Quality: an Exploratory Study on Deep Learning

Tianxing He, Shengcheng Yu, Ziyuan Wang +2

Nowadays, people strive to improve the accuracy of deep learning models. However, very little work has focused on the quality of data sets. In fact, data quality determines model q…