public MainWindow()
{
AllocConsole();
InitializeComponent();
SinglePerceptron singlePerceptron = new SinglePerceptron();
singlePerceptron.errorFunc_Batch();
singlePerceptron.errorFunc_Online();
}
private static void SinglePerceptromProgram2(int nInput)
{
SinglePerceptron nn2 = new SinglePerceptron(nInput);
for (int i = 0; i < 1000; i++)
{
Random random = new Random(Guid.NewGuid().GetHashCode());
double value1 = random.NextDouble();
random = new Random(Guid.NewGuid().GetHashCode());
double value2 = random.NextDouble();
double y = Formula(value1);
double result = value2 > y ? 1 : -1;
nn2.Train(new List <double>()
{
value1, value2
}, result);
}
double n = 0;
for (int i = 0; i < 200; i++)
{
Random random = new Random(Guid.NewGuid().GetHashCode());
double value1 = random.NextDouble();
random = new Random(Guid.NewGuid().GetHashCode());
double value2 = random.NextDouble();
double y = Formula(value1);
double result = value2 > y ? 1 : -1;
var guess = nn2.Predict(new List <double>()
{
value1, value2
}).First();
bool correct = result / guess > 0;
Console.WriteLine("result : " + result);
Console.WriteLine("guess : " + guess);
Console.WriteLine("correct : " + correct);
Console.WriteLine("--");
if (correct)
{
n++;
}
}
Console.WriteLine(n / 200);
}
private static void SinglePersptronProgram(int nInput)
{
SinglePerceptron nn2 = new SinglePerceptron(nInput);
List <double> data = new List <double>()
{
0.2, 0.6, 0.5
};
for (int i = 0; i < 1000; i++)
{
Random random = new Random(Guid.NewGuid().GetHashCode());
int value1 = random.Next() % 2;
random = new Random(Guid.NewGuid().GetHashCode());
int value2 = random.Next() % 2;
int xor = AndBool(value1, value2);
if (xor == 0)
{
xor = -1;
}
nn2.Train(new List <double>()
{
value1, value2
}, xor);
}
for (int i = 0; i < 200; i++)
{
Random random = new Random(Guid.NewGuid().GetHashCode());
int value1 = random.Next() % 2;
random = new Random(Guid.NewGuid().GetHashCode());
int value2 = random.Next() % 2;
int xor = AndBool(value1, value2);
double guess = nn2.Predict(new List <double>()
{
value1, value2
}).First();
Console.WriteLine("xor : " + xor);
Console.WriteLine("guess : " + guess);
Console.WriteLine("correct : " + (xor / guess > 0));
Console.WriteLine("--");
}
}