Package elki.clustering.hierarchical
Class MiniMaxNNChain<O>
- java.lang.Object
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- elki.clustering.hierarchical.MiniMax<O>
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- elki.clustering.hierarchical.MiniMaxNNChain<O>
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- Type Parameters:
O
- Object type
- All Implemented Interfaces:
Algorithm
,HierarchicalClusteringAlgorithm
@Reference(authors="F. Murtagh",title="A survey of recent advances in hierarchical clustering algorithms",booktitle="The Computer Journal 26(4)",url="https://doi.org/10.1093/comjnl/26.4.354",bibkey="DBLP:journals/cj/Murtagh83") @Reference(authors="D. M\u00fcllner",title="Modern hierarchical, agglomerative clustering algorithms",booktitle="arXiv preprint arXiv:1109.2378",url="https://arxiv.org/abs/1109.2378",bibkey="DBLP:journals/corr/abs-1109-2378") public class MiniMaxNNChain<O> extends MiniMax<O>
MiniMax hierarchical clustering using the NNchain algorithm.Reference:
F. Murtagh
A survey of recent advances in hierarchical clustering algorithms
The Computer Journal 26(4)D. Müllner
Modern hierarchical, agglomerative clustering algorithms
arXiv preprint arXiv:1109.2378- Since:
- 0.7.5
- Author:
- Julian Erhard, Erich Schubert
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Nested Class Summary
Nested Classes Modifier and Type Class Description static class
MiniMaxNNChain.Instance
Main worker instance of MiniMaxNNChain.-
Nested classes/interfaces inherited from interface elki.Algorithm
Algorithm.Utils
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Constructor Summary
Constructors Constructor Description MiniMaxNNChain(Distance<? super O> distance)
Constructor.
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description TypeInformation[]
getInputTypeRestriction()
Get the input type restriction used for negotiating the data query.ClusterPrototypeMergeHistory
run(Relation<O> relation)
Run the algorithm-
Methods inherited from class elki.clustering.hierarchical.MiniMax
initializeMatrices
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Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
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Methods inherited from interface elki.clustering.hierarchical.HierarchicalClusteringAlgorithm
autorun
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Field Detail
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LOG
private static final Logging LOG
Class logger.
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Method Detail
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run
public ClusterPrototypeMergeHistory run(Relation<O> relation)
Run the algorithm
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getInputTypeRestriction
public TypeInformation[] getInputTypeRestriction()
Description copied from interface:Algorithm
Get the input type restriction used for negotiating the data query.- Specified by:
getInputTypeRestriction
in interfaceAlgorithm
- Overrides:
getInputTypeRestriction
in classMiniMax<O>
- Returns:
- Type restriction
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