Peter Salamon

Classification Confidence in Exploratory Learning: A User’s Guide

2023 · Machine Learning and Knowledge Extraction

This paper investigates the post-hoc calibration of confidence for “exploratory” machine learning classification problems. The difficulty in these problems stems from the continuing desire to push the boundaries of which categories have enough examples to …