QuadTree-class {SearchTrees}

Class "QuadTree"

Description

A class representing a Quad Tree object for storing 2 dimensional points for efficient rectangular range and knn lookup.

Objects from the Class

Objects can be created by calls of the form new("QuadTree", ...).

Slots

ref:

Object of class "externalptr" Pointer to the internal representation of the tree

numNodes:

Object of class "integer" Number of nodes in the tree

dataNodes:

Object of class "integer" Number of nodes in the tree which are storing data

maxDepth:

Object of class "integer" Maximum depth of the tree.

maxBucket:

Object of class "integer" Maximum number of data points which are stored at a single node

totalData:

Object of class "integer" Number of objects stored in the tree

dataType:

Object of class "character" Indicates type of data stored in the tree.

Extends

Class "SearchTree", directly.

Methods

knnLookup

signature(tree = "QuadTree"): ...

rectLookup

signature(tree = "QuadTree"): ...

Note

When using createIndex to create a quadTree, only two columns of the matrix/data.frame passed to the function will be used to create the tree. See the columns argument in createTree

Author(s)

Gabriel Becker

See Also

createTree

Examples

showClass("QuadTree")