public ActionResult <double> Learn()
{
Ai ai = new Ai();
var data = _medicalDataRepository.GetMedicalDataList().Where(d => d.Result != null).ToList();
var preparedList = new List <ModelInput>();
foreach (var medicalData in data)
{
var item = new ModelInput()
{
Age = medicalData.Age,
Bmi = (float)medicalData.Bmi,
Glucose = medicalData.Glucose,
Insulin = medicalData.Insulin,
Outcome = medicalData.Result != null && (bool)medicalData.Result,
Pregnancies = medicalData.Pregnancies,
BloodPressure = medicalData.BloodPressure,
SkinThickness = medicalData.SkinThickness,
DiabetesPedigreeFunction = (float)medicalData.DiabetesPedigreeFunction,
};
preparedList.Add(item);
}
if (preparedList.Count < 15)
{
return(Problem("Not enough data"));
}
var accuracy = ai.DatabaseLearning(preparedList);
return(Ok(accuracy));
}
