Models | Groups | Definition (rules) | Probability* | Predicted class† |
---|---|---|---|---|
Model (1) | 1 | FPG≤5.2 and WHtR≤0.55 | 0.88 | Non-diabetic |
2 | FPG≤5.2 and 0.55<WHtR≤0.66 and 2h-PCPG≤7.4 | 0.72 | Non-diabetic | |
3 | FPG≤5.2 and WHtR>0.66 and 2h-PCPG≤6.9 | 0.57 | Non-diabetic | |
4 | FPG>5.2 and WHtR≤0.52 | 0.74 | Non-diabetic | |
5 | FPG≤5.2 and 0.55<WHtR≤0.66 and 2h-PCPG>7.4 | 0.69 | Diabetic | |
6 | FPG≤5.2 and WHtR>0.66 and 2h-PCPG>6.9 | 0.75 | Diabetic | |
7 | FPG>5.2 and WHtR>0.52 | 0.81 | Diabetic | |
Model (2) | 1 | FPG≤5.2 and WHtR≤0.55 | 0.88 | Non-diabetic |
2 | FPG≤4.9 and 0.55<WHtR≤0.66 | 0.73 | Non-diabetic | |
3 | 4.9<FPG≤5.2 and 0.55<WHtR≤0.66 and MAP≤97 | 0.64 | Non-diabetic | |
4 | FPG≤5.2 and WHtR>0.66 and MAP≤99 | 0.59 | Non-diabetic | |
5 | FPG>5.2 and WHtR≤0.52 | 0.74 | Non-diabetic | |
6 | 4.9<FPG≤5.2 and 0.55<WHtR≤0.66 and MAP>97 | 0.67 | Diabetic | |
7 | FPG≤5.2 and WHtR>0.66 and MAP>99 | 0.66 | Diabetic | |
8 | FPG>5.2 and WHtR>0.52 | 0.81 | Diabetic | |
9 | FPG>5.2 and WHtR>0.56 | 0.84 | Diabetic |
Model (1) was developed based on 20 variables which included 2h-PCPG.
Model (2) was developed based on 19 variables (2h-PCPG was excluded).
*The percentage of population in the defined subgroup, which can be interpreted as probability of an outcome.
†Predicted outcome for women who belong to the defined subgroup.
2h-PCPG, 2-hour postchallenge plasma glucose (mmol/L); FPG, fasting plasma glucose (mmol/L); MAP, mean arterial blood pressure (mm Hg); WHtR, waist-to-height ratio.