John W. R. Morgan

Characterising the area under the curve loss function landscape

2022 · Machine Learning Science and Technology

Abstract One of the most common metrics to evaluate neural network classifiers is the area under the receiver operating characteristic curve (AUC). However, optimisation of the AUC as the loss function during network training is …