What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models

Jan Kapar, Niklas Koenen, Martin Jullum

Evaluating synthetic tabular data is challenging, since they can differ from the real data in so many ways. There exist numerous metrics of synthetic data quality, ranging from sta…