weka.core.neighboursearch.balltrees |
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Java Source File Name | Type | Comment |
BallNode.java | Class | Class representing a node of a BallTree.
author: Ashraf M. |
BallSplitter.java | Class | Abstract class for splitting a ball tree's BallNode.
author: Ashraf M. |
BallTreeConstructor.java | Class | Abstract class for constructing a BallTree .
author: Ashraf M. |
BottomUpConstructor.java | Class |
The class that constructs a ball tree bottom up.
BibTeX:
@techreport{Omohundro1989,
author = {Stephen M. |
MedianDistanceFromArbitraryPoint.java | Class |
Class that splits a BallNode of a ball tree using Uhlmann's described method.
For information see:
Jeffrey K. |
MedianOfWidestDimension.java | Class |
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.java | Class |
The class that builds a BallTree middle out.
For more information see also:
Andrew W. |
PointsClosestToFurthestChildren.java | Class |
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.java | Class |
The class implementing the TopDown construction method of ball trees. |