Diabetes Prediction Tool

Enter your health metrics below to get a prediction on diabetes risk using a trained machine learning model. This prediction tool is based on the Pima Indians Diabetes Database.

Enter Your Health Information

For men, please enter 0
Plasma glucose concentration after 2 hours in an oral glucose tolerance test
Diastolic blood pressure
Triceps skin fold thickness
2-Hour serum insulin
Body mass index (weight in kg/(height in m)²)
Diabetes pedigree function (a function which scores likelihood of diabetes based on family history)

About This Tool

This diabetes prediction tool uses a logistic regression model trained on the Pima Indians Diabetes Database. The model analyzes several health metrics to estimate the likelihood of diabetes.

Risk Factors for Diabetes

  • Family history of diabetes
  • Overweight or obesity
  • Physical inactivity
  • High blood pressure
  • Abnormal cholesterol levels
  • Age (risk increases as you get older)

If you are concerned about diabetes, please consult with a healthcare professional for proper screening and advice.

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