Area under the ROC Curve has the most consistent evaluation for binary classification - Li, Jing (PloS one, 2024)
Keywords: Accuracy; Area Under Curve; Biology and Life Sciences; Classification; Computer and Information Sciences; Data analysis; Data Interpretation, Statistical; Datasets; Evaluation; Evaluation Studies as Topic; Machine Learning; Medicine and Health Sciences; Models, Statistical; Physical Sciences; Ranking; Research and Analysis Methods; ROC Curve; Sample Size; Simulation; Social Sciences; Thresholds; Variance; Variance analysis; United States