public void parseFile()
{
string[] lines = System.IO.File.ReadAllLines(@"E:\College\Pattern Recognition\Labs\Lab5\Task (4)\Iris Data.txt");
for (int i = 1; i < lines.Length; i++)
{
string[] tmp = lines[i].Split(',');
IRIS_flower obj = new IRIS_flower();
for (int j = 0; j < 4; j++)
{
obj.features[j] = double.Parse(tmp[j]);
}
if (tmp[4] == "Iris-setosa")
{
class1_Dataset.Add(obj);
}
else if (tmp[4] == "Iris-versicolor")
{
class2_Dataset.Add(obj);
}
else if (tmp[4] == "Iris-virginica")
{
class3_Dataset.Add(obj);
}
}
}
public bool parzenWindow(IRIS_flower sample, IRIS_flower training)
{
double distance = 0;
for (int i = 0; i < 4; i++)
{
distance += Math.Pow(sample.features[i] - training.features[i], 2);
}
distance = Math.Sqrt(distance) / windowSize;
return(distance <= 0.5);
}