SAFE ML: Surrogate Assisted Feature Extraction for Model Learning

4 code implementations • 28 Feb 2019 • Alicja Gosiewska, Aleksandra Gacek, Piotr Lubon, Przemyslaw Biecek

Complex black-box predictive models may have high accuracy, but opacity causes problems like lack of trust, lack of stability, sensitivity to concept drift.

AutoML Feature Engineering