// POST: api/Default
public IHttpActionResult Post(string medicalRecordJson)
{
MedicalRecord medicalRecordObj = JsonConvert.DeserializeObject <MedicalRecord>(medicalRecordJson);
Classification classification = new Classification();
// Model training can be skipped when working on pre-trained models
FileStream modelStream = new FileStream("[Path]", FileMode.Create);
classification.TrainModel(new MedicalRecordDataSource(), modelStream);
double accuracy = classification.EvaluateModel(new MedicalRecordDataSource(), modelStream);
double score = classification.Score(medicalRecordObj, modelStream);
RiskPrediction prediction = new RiskPrediction
{
Score = score,
Accuracy = accuracy
};
return(Json <RiskPrediction>(prediction));
}
