Adrien Le Coz

Confidence Calibration of Classifiers with Many Classes

For classification models based on neural networks, the maximum predicted class probability is often used as a confidence score. This score rarely predicts well the probability of making a correct prediction and requires a post-processing calibration step. However, many confidence calibration method…