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VPTree Class

Vantage-Point Tree.
Inheritance Hierarchy
SystemObject
  Accord.CollectionsBinaryTreeVPTreeNodeDouble
    Accord.CollectionsVPTreeBaseDouble, VPTreeNodeDouble
      Accord.CollectionsVPTreeDouble
        Accord.CollectionsVPTree

Namespace:  Accord.Collections
Assembly:  Accord.MachineLearning (in Accord.MachineLearning.dll) Version: 3.8.0
Syntax
[SerializableAttribute]
public class VPTree : VPTree<double[]>
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The VPTree type exposes the following members.

Constructors
  NameDescription
Public methodVPTree
Initializes a new instance of the VPTree class.
Public methodVPTree(IDistance)
Initializes a new instance of the VPTree class.
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Properties
Methods
  NameDescription
Public methodEquals
Determines whether the specified object is equal to the current object.
(Inherited from Object.)
Protected methodFinalize
Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object.)
Public methodStatic memberFromData(Double, Boolean)
Creates a new vantage-point tree from the given points.
Public methodStatic memberFromData(Double, Boolean)
Creates a new vantage-point tree from the given points.
Public methodStatic memberFromData(Double, IDistance, Boolean)
Creates a new vantage-point tree from the given points.
Public methodStatic memberFromDataTData(Double, TData, Boolean)
Creates a new vantage-point tree from the given points.
Public methodStatic memberFromDataTPoint(TPoint, IDistanceTPoint, Boolean)
Creates a new vantage-point tree from the given points.
Public methodStatic memberFromDataTPoint, TData(TPoint, TData, IDistanceTPoint, Boolean)
Creates a new vantage-point tree from the given points.
Public methodGetEnumerator
Returns an enumerator that iterates through the tree.
(Inherited from BinaryTreeTNode.)
Public methodGetHashCode
Serves as the default hash function.
(Inherited from Object.)
Public methodGetType
Gets the Type of the current instance.
(Inherited from Object.)
Protected methodMemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Public methodNearest(TPoint, Int32)
Retrieves a fixed point of nearest points to a given point.
(Inherited from VPTreeBaseTPoint, TNode.)
Public methodNearest(TPoint, Int32, ListNodeDistanceTNode)
Retrieves a fixed point of nearest points to a given point.
(Inherited from VPTreeBaseTPoint, TNode.)
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
Public methodTraverse
Traverse the tree using a tree traversal method. Can be iterated with a foreach loop.
(Inherited from BinaryTreeTNode.)
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Extension Methods
  NameDescription
Public Extension MethodHasMethod
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.)
Public Extension MethodIsEqual
Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices.
(Defined by Matrix.)
Public Extension MethodTo(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.)
Public Extension MethodToTOverloaded.
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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See Also