public List <Sign> TeachClassifier()
{
bool needToRepeat = true;
int count = 0;
while (needToRepeat)
{
Partition();
foreach (Cluster cluster in ClusterList)
{
Sign newCenterElement = cluster.FindCenterElement();
double dist = Sign.GetDistance(cluster.Center, newCenterElement);
if (dist >= this.Accuracy)
{
newCenterElement.ClusterNumber = cluster.Number;
cluster.Center = newCenterElement;
count++;
}
}
if (count == 0)
{
needToRepeat = false;
}
count = 0;
}
List <Sign> result = new List <Sign>();
foreach (Cluster cl in this.ClusterList)
{
result.Add(cl.Center);
}
return(result);
}
public double GetDistanceToCenter(Sign element)
{
return(Sign.GetDistance(Center, element));
}