/// <summary>
/// Calculates Euler's distance between point and centroid
/// </summary>
/// <param name="p">Point</param>
/// <param name="c">Centroid</param>
/// <returns>Calculated distance</returns>
private double CalculateEulerDistance(ClusterPoint p, ClusterPoint c)
{
return System.Math.Sqrt(System.Math.Pow(p.X - c.X, 2) + System.Math.Pow(p.Y - c.Y, 2));
}
/// <summary>
/// Calculates Euler's distance between point and centroid
/// </summary>
/// <param name="point">Point</param>
/// <param name="centroid">Centeroid</param>
/// <returns>Calculated distance</returns>
private double CalculateEulerDistance(ClusterPoint point, ClusterPoint centroid)
{
var sum = 0.0;
for (var i = 0; i < point.Dimention; i++ )
sum += System.Math.Pow(point.Coords[i] - centroid.Coords[i], 2);
return System.Math.Sqrt(sum);
}
