public static void TestTraining(Perceptron brain)
{
foreach (var m in materials)
{
var res = brain.Guess(m.Values.ToList());
var target = m.Label;
Console.WriteLine("**************************______________************************");
Console.WriteLine($"{m.Values[0]} + {m.Values[1]} is below 100: {GuessResult(res)}");
Console.WriteLine($"Guess was {GetResult(res, target)}!");
Console.WriteLine($"Weights 1: {brain.Weights[0]} 2: {brain.Weights[1]}");
Console.WriteLine($"The error is {brain.CalcError(res, target)}");
Console.WriteLine("**************************______________************************");
if (GetResult(res, target).Equals("CORRECT"))
{
Counter++;
}
brain.Train(m.Values.ToList(), target);
Console.WriteLine("Training...");
}
Console.WriteLine($"Percentage correct: {(double)Counter / materials.Count}");
var input = Console.ReadKey();
if (!input.ToString().ToLower().Equals("n"))
{
Counter = 0;
TestTraining(brain);
}
else
{
Console.WriteLine("END");
}
}