aswi2021tri-musketyri-gitlab/Server/ServerApp/Program.cs @ 9fc5fa93

using ServerApp.Parser.Parsers;
using ServerApp.Predictor;
using System;
using System.Collections.Generic;

namespace ServerApp
{
    class Program
    {
        static void Main(string[] args)
        {
            DataParser p = new DataParser();

            p.Parse();

            NaiveBayesClassifier naiveBayesClassifier = new NaiveBayesClassifier();
            IEnumerable<ModelInput> modelInput = naiveBayesClassifier.ExtractModelInput(p.weatherList, p.jisList);
            naiveBayesClassifier.Fit(modelInput);
            var testData = new ModelInput()
            {
                Col1 = -40,
            };
            List<ModelInput> dataList = new List<ModelInput>();
            dataList.Add(testData);
            var result = naiveBayesClassifier.Predict(dataList);

            Console.WriteLine($"Prediction: {result.Prediction}");

            Console.ReadLine();
        }
    }
}