Estimation of Confidence Bounds in Binary Classification using Wilson Score Kernel Density Estimation

Thorbjørn Mosekjær Iversen, Zebin Duan, Frederik Hagelskjær

The performance and ease of use of deep learning-based binary classifiers have improved significantly in recent years. This has opened up the potential for automating critical insp…