public double calculateSum(SCP scp)
{
double sum = 0;
for (int i = 0; i < input; i++)
{
sum += scp.points[i] * weight[i];
}
return(sum > theta ? 1 : 0);
}
public Perceptron testOne()
{
while (true)
{
Console.WriteLine("\nPodaj punkty (Cokolwiek innego dla wyjscia)");
try
{
SCP scp = new SCP(Console.ReadLine(), false);
Console.WriteLine("To" + (calculateSum(scp) == 1 ? " " : " nie ") + "Iris-setosa\n");
}
catch (Exception e) { Console.WriteLine("Zakończono program"); return(this); }
}
}
static void Main(string[] args)
{
List <SCP> trainingList = new List <SCP>(), testList = new List <SCP>();;
string[] trainingLines = File.ReadAllLines("..\\..\\..\\iris_training.txt"), testLines = File.ReadAllLines("..\\..\\..\\iris_test.txt");
//string[] testLines = File.ReadAllLines("..\\..\\..\\iris_training.txt"), trainingLines = File.ReadAllLines("..\\..\\..\\iris_test.txt");
foreach (string line in trainingLines)
{
SCP p = new SCP(line, true); trainingList.Add(p);
}
foreach (string line in testLines)
{
SCP p = new SCP(line, true); testList.Add(p);
}
Perceptron magic = new Perceptron(trainingList[0].points.Length, "Iris-setosa", 0.5);
magic.learn(trainingList).test(testList).testOne();
}