VPTreeTPoint, TDataFromData Method

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, TData> FromData(
	TPoint[] points,
	TData[] values,
	IDistance<TPoint> distance,
	bool inPlace
)

Public Shared Function FromData ( 
	points As TPoint(),
	values As TData(),
	distance As IDistance(Of TPoint),
	inPlace As Boolean
) As VPTree(Of TPoint, TData)

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Parameters

points: Type: TPoint
The points to be added to the tree.
values: Type: TData
The corresponding values at each data point.
distance: Type: Accord.Math.DistancesIDistanceTPoint
The distance function to use.
inPlace: Type: SystemBoolean
Whether to perform operations in place, altering the original array of points instead of creating an extra copy.

Return Value

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

Reference

VPTreeTPoint, TData Class

Accord.Collections Namespace

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Parameters

Return Value

Reference

VPTreeTPoint, TDataFromData Method