VPTreeFromDataTPoint Method (TPoint, IDistanceTPoint, Boolean)

Creates a new vantage-point tree from the given points.

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

Syntax

public static VPTree<TPoint> FromData<TPoint>(
	TPoint[] points,
	IDistance<TPoint> distance,
	bool inPlace = false
)

Public Shared Function FromData(Of TPoint) ( 
	points As TPoint(),
	distance As IDistance(Of TPoint),
	Optional inPlace As Boolean = false
) As VPTree(Of TPoint)

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Parameters

points: Type: TPoint
The points to be added to the tree.
distance: Type: Accord.Math.DistancesIDistanceTPoint
The distance function to use.
inPlace (Optional): Type: SystemBoolean
Whether to perform operations in place, altering the original array of points instead of creating an extra copy.

Type Parameters

TPoint: The type for the position vectors.

Return Value

Type: VPTreeTPoint
A VPTreeTPoint populated with the given data points.

Reference

VPTree Class

FromData Overload

Accord.Collections Namespace