2022
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers
NeurIPS 2022accept
While neural network binary classifiers are often evaluated on metrics such as Accuracy and $F_1$-Score, they are commonly trained with a cross-entropy objective. How can this training-evaluation gap be addressed? While specific techniques have been adopted to optimize certain confusion matrix based…