Uncertainty-Based Rejection Wrappers for Black-Box Classifiers

Machine Learning as a Service platform is a very sensible choice for practitioners that want to incorporate machine learning to their products while reducing times and costs. However, to benefit their advantages, a method for assessing their performance when applied to a target application is needed...

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Bibliographic Details
Main Authors: Jose Mena, Oriol Pujol, Jordi Vitria
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9097854/