private double ComputeCentroidQuantile(Centroid c)
{
double sum = 0;
foreach (var c_i in C)
{
sum += c_i.Value.count;
if (c_i.Key >= c.mean)
{
break;
}
}
return((c.count / 2.0 + sum) / n);
}
public void UpdateCentroid(Centroid centroid, double x, double weight)
{
C.Delete(centroid.mean);
centroid.Update(x, weight);
AddCentroid(centroid);
}
public void AddCentroid(Centroid centroid)
{
C.Put(centroid.mean, centroid);
}
public void UpdateCentroid(Centroid centroid, double x, double weight)
{
C.Delete(centroid.mean);
centroid.Update(x, weight);
AddCentroid(centroid);
}
public void AddCentroid(Centroid centroid)
{
C.Put(centroid.mean, centroid);
}
private double ComputeCentroidQuantile(Centroid c)
{
double sum = 0;
foreach (var c_i in C)
{
sum += c_i.Value.count;
if (c_i.Key >= c.mean) break;
}
return (c.count/2.0 + sum)/n;
}