Classification requires a threshold; however, methods like C-statistic and AUC obfuscate this. Luckily, there is a sensible strategy for imbalanced data thresholding.
Division of Biostatistics, Miller School of Medicine, University of Miami, Miami, Fla.
J. Thorac. Cardiovasc. Surg. 2023 Apr 1; 165 (4): 144314451443-1445.
AbstractClassification requires a threshold; however, methods like C-statistic and AUC obfuscate this. Luckily, there is a sensible strategy for imbalanced data thresholding.