public double Distance(SCP s2)
{
double power = 0;
for (int i = 0; i < points.Length; i++)
{
power += Math.Pow(points[i] - s2.points[i], 2);
}
return(power);
}
static void Main(string[] args)
{
List <SCP> list = new List <SCP>();
string[] lines = File.ReadAllLines("..\\..\\..\\iris_training.txt");
foreach (string line in lines)
{
SCP p = new SCP(line, true);
list.Add(p);
}
Console.WriteLine("\nPodaj k");
int k = int.Parse(Console.ReadLine());
string[] newPoints = File.ReadAllLines("..\\..\\..\\iris_test.txt");
void przeliczDlaK(int k)
{
int pointCounter = 0;
int correctAnswers = 0;
foreach (string line in newPoints)
{
SCP point = new SCP(line, true);
if (point.Nearest(list, k) == point.type)
{
correctAnswers++;
}
pointCounter++;
}
Console.WriteLine(string.Format("dla k: {0,3}, prawidłowo zakwalifikowano {1,2} czyli {2:N2}%", k, correctAnswers, correctAnswers / (double)pointCounter * 100));
}
//for(int i = 1; i <= list.Count; i++)przeliczDlaK(i);
przeliczDlaK(k);
while (true)
{
Console.WriteLine("\nPodaj punkty ('z' dla wyjscia)");
try
{
SCP myPoint = new SCP(Console.ReadLine(), false);
Console.WriteLine("Wybrano typ: " + myPoint.Nearest(list, k));
}
catch (FormatException e) { return; }
}
}