VPTreeBase< TPoint, TNode> Class

Base class for Vantage-Point Trees.

Inheritance Hierarchy

System.Object
  Accord.Collections.BinaryTree<TNode>
    Accord.Collections.VPTreeBase<TPoint, TNode>
      Accord.Collections.VPTree<TPoint>
      Accord.Collections.VPTree<TPoint, TData>

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

Syntax

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[SerializableAttribute]
public class VPTreeBase<TPoint, TNode> : BinaryTree<TNode>, 
	IEnumerable
where TNode : new(), VPTreeNodeBase<TPoint, TNode>

<SerializableAttribute>
Public Class VPTreeBase(Of TPoint, TNode As {New, VPTreeNodeBase(Of TPoint, TNode)})
	Inherits BinaryTree(Of TNode)
	Implements IEnumerable

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Type Parameters

TPoint: The type for the position vector of each node.
TNode: The class type for the nodes of the tree.

The VPTreeBase< TPoint, TNode> type exposes the following members.

Constructors

	Name	Description
	VPTreeBase<TPoint, TNode>	Initializes a new instance of the VPTreeBase< TPoint, TNode> class.

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Properties

	Name	Description
	Distance	Gets or set the distance function used to measure distances amongst points on this tree
	Radius	Gets or sets the radius of the nodes in the tree.
	Root	Gets the root node of this tree. (Inherited from BinaryTree<TNode>.)

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Methods

	Name	Description
	Equals	Determines whether the specified object is equal to the current object. (Inherited from Object.)
	Finalize	Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.)
	GetEnumerator	Returns an enumerator that iterates through the tree. (Inherited from BinaryTree<TNode>.)
	GetHashCode	Serves as the default hash function. (Inherited from Object.)
	GetType	Gets the Type of the current instance. (Inherited from Object.)
	MemberwiseClone	Creates a shallow copy of the current Object. (Inherited from Object.)
	Nearest(TPoint, Int32)	Retrieves a fixed point of nearest points to a given point.
	Nearest(TPoint, Int32, List<NodeDistance<TNode>>)	Retrieves a fixed point of nearest points to a given point.
	ToString	Returns a string that represents the current object. (Inherited from Object.)
	Traverse	Traverse the tree using a tree traversal method. Can be iterated with a foreach loop. (Inherited from BinaryTree<TNode>.)

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Extension Methods

	Name	Description
	HasMethod	Checks whether an object implements a method with the given name. (Defined by ExtensionMethods.)
	IsEqual	Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices. (Defined by Matrix.)
	SetEquals<TNode>	Compares two enumerables for set equality. Two enumerables are set equal if they contain the same elements, but not necessarily in the same order. (Defined by Matrix.)
	To(Type)	Overloaded. Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime. (Defined by ExtensionMethods.)
	To<T>()	Overloaded. Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime. (Defined by ExtensionMethods.)

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Reference

Accord.Collections Namespace

Accord.Collections.VPTree

Accord.Collections.VPTree<TPoint, TData>

Accord.Collections.VPTree<TPoint>

VPTreeBase< AddLanguageSpecificTextSet("LSTAC2331DF_0?cs=&lt;|vb=(Of |cpp=&lt;|fs=&lt;'|nu=(");TPoint, TNode> AddLanguageSpecificTextSet("LSTAC2331DF_1?cs=&gt;|vb=)|cpp=&gt;|fs=&gt;|nu=)"); Class

Type Parameters

Reference

VPTreeBase< TPoint, TNode> Class