public class PointsClosestToFurthestChildren extends BallSplitter implements TechnicalInformationHandler
@inproceedings{Moore2000, address = {San Francisco, CA, USA}, author = {Andrew W. Moore}, booktitle = {UAI '00: Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence}, pages = {397-405}, publisher = {Morgan Kaufmann Publishers Inc.}, title = {The Anchors Hierarchy: Using the Triangle Inequality to Survive High Dimensional Data}, year = {2000} } @mastersthesis{Kibriya2007, address = {Hamilton, New Zealand}, author = {Ashraf Masood Kibriya}, school = {Department of Computer Science, School of Computing and Mathematical Sciences, University of Waikato}, title = {Fast Algorithms for Nearest Neighbour Search}, year = {2007} }
Constructor and Description |
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PointsClosestToFurthestChildren()
Constructor.
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PointsClosestToFurthestChildren(int[] instList,
Instances insts,
EuclideanDistance e)
Constructor.
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Modifier and Type | Method and Description |
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java.lang.String |
getRevision()
Returns the revision string.
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TechnicalInformation |
getTechnicalInformation()
Returns an instance of a TechnicalInformation object, containing detailed
information about the technical background of this class, e.g., paper
reference or book this class is based on.
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java.lang.String |
globalInfo()
Returns a string describing this object.
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void |
splitNode(BallNode node,
int numNodesCreated)
Splits a ball into two.
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getOptions, listOptions, setEuclideanDistanceFunction, setInstanceList, setInstances, setOptions
public PointsClosestToFurthestChildren()
public PointsClosestToFurthestChildren(int[] instList, Instances insts, EuclideanDistance e)
instList
- The master index array.insts
- The instances on which the tree
is (or is to be) built.e
- The Euclidean distance function to
use for splitting.public java.lang.String globalInfo()
public TechnicalInformation getTechnicalInformation()
getTechnicalInformation
in interface TechnicalInformationHandler
public void splitNode(BallNode node, int numNodesCreated) throws java.lang.Exception
splitNode
in class BallSplitter
node
- The node to split.numNodesCreated
- The number of nodes that so far have been
created for the tree, so that the newly created nodes are
assigned correct/meaningful node numbers/ids.java.lang.Exception
- If there is some problem in splitting the
given node.public java.lang.String getRevision()
getRevision
in interface RevisionHandler
getRevision
in class BallSplitter