private static void Predict(PredictionModel <ShakVector, ShakPrediction> model, ShakVector newVec)
{
ShakPrediction prediction = model.Predict(newVec);
Console.WriteLine("Predicted fare: {0}", prediction.Rating);
Console.ReadLine();
}
public static async Task Main(string[] args)
{
string arg;
Console.WriteLine("enter #train, #eval or #predict");
arg = Console.ReadLine();
if (arg == "train")
{
PredictionModel <ShakVector, ShakPrediction> model = await Train();
System.Threading.Thread.Sleep(3000);
}
else if (arg == "eval")
{
PredictionModel <ShakVector, ShakPrediction> model = await PredictionModel.ReadAsync <ShakVector, ShakPrediction>(_modelpath);
System.Threading.Thread.Sleep(3000);
Evaluate(model);
}
else if (arg == "predict")
{
PredictionModel <ShakVector, ShakPrediction> model = await PredictionModel.ReadAsync <ShakVector, ShakPrediction>(_modelpath);
System.Threading.Thread.Sleep(3000);
Console.WriteLine("Write ingridiants:");
string Tomato, Onion, Garlic, BellPepper, Eggs, Pepper, Salt, BulgerianCheese, Paprika, Water, Resek, Cumun, Eggplant, Tofu, FryingTimeBeforeTomatosMinutes, CookingAfterTomatosMinutes, CookingAfterEggsMinutes;
Tomato = Console.ReadLine();
Onion = Console.ReadLine();
Garlic = Console.ReadLine();
BellPepper = Console.ReadLine();
Eggs = Console.ReadLine();
Pepper = Console.ReadLine();
Salt = Console.ReadLine();
BulgerianCheese = Console.ReadLine();
Paprika = Console.ReadLine();
Water = Console.ReadLine();
Resek = Console.ReadLine();
Cumun = Console.ReadLine();
Eggplant = Console.ReadLine();
Tofu = Console.ReadLine();
FryingTimeBeforeTomatosMinutes = Console.ReadLine();
CookingAfterTomatosMinutes = Console.ReadLine();
CookingAfterEggsMinutes = Console.ReadLine();
ShakVector newVec = new ShakVector
{
TomatoAmount = float.Parse(Tomato),
OnionAmount = float.Parse(Onion),
GarlicAmount = float.Parse(Garlic),
BellPepperAmount = float.Parse(BellPepper),
EggsAmount = float.Parse(Eggs),
PepperAmount = float.Parse(Pepper),
SaltAmount = float.Parse(Salt),
BulgerianCheeseAmount = float.Parse(BulgerianCheese),
PaprikaAmount = float.Parse(Paprika),
WaterAmount = float.Parse(Water),
TomatoResekAmount = float.Parse(Resek),
CuminAmount = float.Parse(Cumun),
EggplantAmount = float.Parse(Eggplant),
TofuAmount = float.Parse(Tofu),
FryingTimeBeforeTomatosMinutes = float.Parse(FryingTimeBeforeTomatosMinutes),
CookingAfterEggsMinutes = float.Parse(CookingAfterEggsMinutes),
CookingAfterTomatosMinutes = float.Parse(CookingAfterTomatosMinutes)
};
Predict(model, newVec);
}
}