Live Demo
Diabetes Risk Instrument
Checking API connection…
API URL
Connect
Patient Readings
Gender
Female
Male
Age
(years)
Hypertension
No
Yes
Heart Disease
No
Yes
BMI
HbA1c Level
(%)
Blood Glucose
(mg/dL)
Smoking History
No Info
Never
Former
Current
Not current
Ever
Predict Risk
Model Readout
—
Predicted Diabetes Probability
Connect the API, then enter readings
XGBoost
Live model (Hugging Face Space)
0.975
Test ROC-AUC
96,128
Training records (cleaned)
0.88
Test Recall (diabetic class)