KDTreeFromData Method (Double, IMetricDouble, Boolean)

Creates a new k-dimensional tree from the given points.

Namespace: Accord.Collections
Assembly: Accord.MachineLearning (in Accord.MachineLearning.dll) Version: 3.8.0

Syntax

public static KDTree FromData(
	double[][] points,
	IMetric<double[]> distance,
	bool inPlace = false
)

Public Shared Function FromData ( 
	points As Double()(),
	distance As IMetric(Of Double()),
	Optional inPlace As Boolean = false
) As KDTree

points: Type: SystemDouble
The points to be added to the tree.
distance: Type: Accord.Math.DistancesIMetricDouble
The distance function to use.
inPlace (Optional): Type: SystemBoolean
Whether the given points vector can be ordered in place. Passing true will change the original order of the vector. If set to false, all operations will be performed on an extra copy of the vector.

Type: KDTree
A KDTreeT populated with the given data points.