private void RunSimulation_Click(object sender, EventArgs e)
{
this.malariaModel = new Malaria();
this.initialParameters = new MalariaInitialParameters();
this.setInitialParameters();
malariaModel.InitialParameters = this.initialParameters;
this.malariaModel.StartModel();
this.malariaResults = this.malariaModel.ModelRunDataResults;
this.populateGridViewWithSeriesData();
this.populateChartSeriesData();
}
public List <dynamic> UpdateAbout([FromBody] Malaria malaria)
{
//Malaria objMal = new Malaria();
// objMal = db.Malarias.Find(malaria.Malaria_ID == 1);
//
if (malaria != null)
{
MalariaEntities1 db = new MalariaEntities1();
db.Configuration.ProxyCreationEnabled = false;
Malaria objMal = db.Malarias.Where(p => p.Malaria_ID == 1).FirstOrDefault();
objMal.Malaria_Background = malaria.Malaria_Background;
db.SaveChanges();
}
return(getAllAbout());
}
public List <dynamic> DeleteMalaria(int ID)
{
MalariaEntities1 db = new MalariaEntities1();
db.Configuration.ProxyCreationEnabled = false;
Malaria objMal = db.Malarias.Where(p => p.Malaria_ID == ID).FirstOrDefault();
if (objMal != null)
{
db.Malarias.Remove(objMal);
db.SaveChanges();
return(getAllMalaria());
}
else
{
return(null);
}
}
static void Main(string[] args)
{
Influenza influenza = Influenza.Instance("Influenza", "Cough, Cold");
Diabetes diabetes = Diabetes.Instance("Diabetes", "Weight loss, Hunger, Fatigue");
Malaria malaria = Malaria.Instance("Malaria", "Chills, Fever, Fatigue");
Ethnicity1 ethnicity1 = Ethnicity1.Instance("Ethnicity1", new List <IDisease> {
influenza, malaria
});
Ethnicity2 ethnicity2 = Ethnicity2.Instance("Ethnicity2", new List <IDisease> {
diabetes, malaria
});
Ethnicity3 ethnicity3 = Ethnicity3.Instance("Ethnicity3", new List <IDisease> {
influenza, diabetes
});
Person mikeSmith = new Person("Mike Smith", ethnicity1);
Person johnSmith = new Person("John Smith", ethnicity2);
Person jackSmith = new Person("Jack Smith", ethnicity2);
Person nickSmith = new Person("Nick Smith", ethnicity3);
Person rickSmith = new Person("Rick Smith", ethnicity1);
Console.WriteLine("Name: {0}, Ethnicity {1}, Probable Diseases {2}, Possible symptoms {3}",
mikeSmith.Name, mikeSmith.Ethnicity.Name(), mikeSmith.GetDiseases(), mikeSmith.GetSymptoms());
Console.WriteLine("Name: {0}, Ethnicity {1}, Probable Diseases {2}, Possible symptoms {3}",
johnSmith.Name, johnSmith.Ethnicity.Name(), johnSmith.GetDiseases(), johnSmith.GetSymptoms());
Console.WriteLine("Name: {0}, Ethnicity {1}, Probable Diseases {2}, Possible symptoms {3}",
jackSmith.Name, jackSmith.Ethnicity.Name(), jackSmith.GetDiseases(), jackSmith.GetSymptoms());
Console.WriteLine("Name: {0}, Ethnicity {1}, Probable Diseases {2}, Possible symptoms {3}",
nickSmith.Name, nickSmith.Ethnicity.Name(), nickSmith.GetDiseases(), nickSmith.GetSymptoms());
Console.WriteLine("Name: {0}, Ethnicity {1}, Probable Diseases {2}, Possible symptoms {3}",
rickSmith.Name, rickSmith.Ethnicity.Name(), rickSmith.GetDiseases(), rickSmith.GetSymptoms());
Console.ReadKey();
}
private static void TestSinglePrediction(MLContext mlContext, ITransformer model)
{
//Creates a single comment of test data.
//Predicts fare amount based on test data.
//Combines test data and predictions for reporting.
//Displays the predicted results.
//Expensive
//expensive
var predictionFunction = mlContext.Model.CreatePredictionEngine <Malaria, MalariaPrevalencePrediction>(model);
//instance of a malaria data
//to get predictions from
//THIS IS THE VARIABILITY.
//exists in all wards
var MalariaExample = new Malaria()
{
// to receive user input for max accuracy
//obtained from the time series anlaysis.
temperature = 21,
rainfall = 242,
al6 = 264,
al12 = 180,
al18 = 10,
al24 = 4,
};
var prediction = predictionFunction.Predict(MalariaExample);
Console.WriteLine($"*********************************************************************************************");
Console.WriteLine($"Predicted prevalence for the next month: {prediction.prevalenceUne:0}");
Console.WriteLine($"*********************************************************************************************");
}
