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AVL.ClusterPoints3D Method

Clusters 3D points using K Means Clustering method.

Namespace:	AvlNet
Assembly:	AVL.NET.dll

Syntax

public static void ClusterPoints3D(
	AvlNet.Point3D[] inPoints,
	int inClusters,
	int inMaxIterations,
	out AvlNet.Point3D[][] outClusters,
	out System.Nullable&lt;AvlNet.Point3D&gt;[] outCentroids,
	out float outDistanceSum
)

Parameters

Name	Type	Range	Default	Description
inPoints	AvlNet.Point3D			Array of points to cluster.
inClusters	int	<2, +INF>	2	Number of clusters to extract. Default value: 2.
inMaxIterations	int	<10, 1000>	200	Maximal number of KMeans iterations. Default value: 200.
outClusters	AvlNet.Point3D			Resulting Point3D clusters.
outCentroids	AvlNet.Point3D ?			Center of found clusters.
outDistanceSum	float			Sum of distance squares from points in array to its respective cluster center.

AVL.ClusterPoints3D Method

Syntax

Parameters

See also