SAFE ML: Surrogate Assisted Feature Extraction for Model Learning

Alicja Gosiewska, Aleksandra Gacek, Piotr Lubon +1

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