Aligning Multiclass Neural Network Classifier Criterion with Task Performance Metrics

Deyuan Li, Taesoo Daniel Lee, Marynel Vázquez +1

Multiclass neural network classifiers are typically trained using cross-entropy loss but evaluated using metrics derived from the confusion matrix, such as Accuracy, $F_{\hat{I}}^2$-Score,…