Toward Formal Data Set Verification for Building Effective Machine Learning Models

Jorge López, Maxime Labonne, Claude Poletti

In order to properly train a machine learning model, data must be properly collected. To guarantee a proper data collection, verifying that the collected data set holds certain pro…