Figure 2.

Ranking of variables in predicting GDM. Visceral fat area emerged as the most important input variable followed by BMI, weight, percentage body fat (PBF) and waist hip ratio (WHR). Less important variables included family history of diabetes, hypertension, previous big baby and history of polycystic ovarian syndrome.