Towards Modeling Data Quality and Machine Learning Model Performance

Usman Anjum, Chris Trentman, Elrod Caden +1

Understanding the effect of uncertainty and noise in data on machine learning models (MLM) is crucial in developing trust and measuring performance. In this paper, a new model is p…