public void Print(Perceptron p)
{
double guess = p.FeedForwad(Inputs);
double guessRounded = Math.Round(guess);
double error = Output - guess;
bool isCorrect = guessRounded == Output;
PrintColored("Inputs: [", ConsoleColor.White);
for (int i = 0; i < Inputs.Length; i++)
{
string str = Inputs[i].ToString();
if (i < Inputs.Length - 1)
{
str += ",";
}
PrintColored(str.ToString(), ConsoleColor.Cyan);
}
PrintColored("]\nGuess: ", ConsoleColor.White);
PrintColored(guessRounded.ToString(), isCorrect ? ConsoleColor.Green : ConsoleColor.DarkRed);
if (!isCorrect)
{
PrintColored(string.Format(" ({0})", Output), ConsoleColor.Yellow);
}
PrintColored("\nError: ", ConsoleColor.White);
PrintColored(error + "\n\n", isCorrect ? ConsoleColor.Green : ConsoleColor.Red);
}
static void Main(string[] args)
{
Perceptron p = new Perceptron(2);
DataSet[] data = TrainingData.And;
p.TrainWithDataSet(data);
for (int i = 0; i < data.Length; i++)
{
data[i].Print(p);
}
}
