public ResponseAuth Estimate(EstimationRequestWrapper request)
{
if (!houseDatabase.tokenExists(request.Token)) //Verofoca daca tokenul este corect
{
ResponseAuth r = new ResponseAuth("Bad Auth TOken");
return(r);
}
House hs = new House();
hs.Floors = request.Floors;
hs.Grade = request.Grade;
hs.Condition = request.Condition;
EstimationRequest req = request.UnrwrapEstimation(); //Creeaza obiectul de reqest pe care il salvez ib DB
houseDatabase.AddRequest(req);
houseDatabase.AddReport(req, req.Token);
if (DataTrainer.TrainedModel == null)
{
DataTrainer.TrainHouseModel(houseDatabase.Houses.ToList());
}
return(new ResponseAuth((Math.Abs(DataTrainer.EvaluateHouse(hs)) / 10).ToString()));
}
private void button1_Click(object sender, EventArgs e)
{
DT = new DataTrainer(ImgW, ImgH, 8, Imgs, 1, 120);
}