public void AssociateToCluster(_2DPoint point)
{
VectorClu closestCluster = Clusters.First();
foreach (var cluster in Clusters) {
if (closestCluster.DistanceToCenter(point) > cluster.DistanceToCenter(point)) {
closestCluster = cluster;
}
}
closestCluster.AddPoint(point);
}
public void TestMethod1()
{
var p1 = new _2DPoint(1, 1);
var p2 = new _2DPoint(2, 3);
var p3 = new _2DPoint(6, 2);
var listPoints = new List<_2DPoint> { p1, p2, p3 };
var seed = new List<_2DPoint> { new _2DPoint(1, 1), new _2DPoint(2, 2)};
var clusterer = new KMeans(listPoints, seed);
clusterer.DoClustering();
}
