Ensembling Uncertainty Measures to Improve Safety of Black-Box Classifiers

Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli

Machine Learning (ML) algorithms that perform classification may predict the wrong class, experiencing misclassifications. It is well-known that misclassifications may have cascadi…