# Package weka.core.neighboursearch.balltrees

package weka.core.neighboursearch.balltrees

Related Packages
Package
Description
weka.core.neighboursearch
weka.core.neighboursearch.covertrees
weka.core.neighboursearch.kdtrees
Classes
Class
Description
BallNode
Class representing a node of a BallTree.
BallSplitter
Abstract class for splitting a ball tree's BallNode.
BallTreeConstructor
Abstract class for constructing a BallTree .
BottomUpConstructor
The class that constructs a ball tree bottom up.
MedianDistanceFromArbitraryPoint
Class that splits a BallNode of a ball tree using Uhlmann's described method.
For information see:
Jeffrey K.
MedianOfWidestDimension
Class that splits a BallNode of a ball tree based on the median value of the widest dimension of the points in the ball.
MiddleOutConstructor
The class that builds a BallTree middle out.
For more information see also:
Andrew W.
PointsClosestToFurthestChildren
Implements the Moore's method to split a node of a ball tree.
For more information please see section 2 of the 1st and 3.2.3 of the 2nd:
Andrew W.
TopDownConstructor
The class implementing the TopDown construction method of ball trees.