Simanis is your on-the-go diabetes test app, offering a convenient diabetes test, which can be done from anywhere and at any time.
Taking just a few minutes to complete, our diabetes risk test helps you understand your current health status. Follow these simple steps to take control of your health.
Simanis uses the XGBoost algorithm to help predict diabetes risk based on your health data. The model was trained using the 2023 BRFSS (Behavioral Risk Factor Surveillance System) dataset, one of the largest health surveys in the world.
Our model was tested across three age groups to ensure fairer predictions that better match each user's profile.
| Age Group | Accuracy |
|---|---|
| Young Male (18-34 years old) | 97.86% |
| Young Female (18-34 years old) | 95.67% |
| Adult Male (35-54 years old) | 93.83% |
| Adult Female (35-54 years old) | 93.33% |
| Senior Male (> 55 years old) | 90.06% |
| Senior Female (> 55 years old) | 90.04% |