The support vector machine based ROC analysis was used to identify individual or combinations of proteins that could best classify cases from controls, and it revealed that properdin (CFP) alone provided the best prediction for PCOS diagnosis in thedataset. Here, CFP is linked to polycystic ovary syndrome.