How Confident Are AI Classifiers About Their Own Confidence?
This article examines the calibration of confidence scores in AI classifiers. It discusses how accurate these confidence estimates are and why calibration matters. The author reviews methods to evaluate and improve calibration, such as temperature scaling. Practical advice is provided for practitioners to ensure reliable predictions.