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java.lang.Objectjml.clustering.Clustering
jml.clustering.L1NMF
jml.clustering.NMF
public class NMF
A Java implementation for NMF which solves the following optimization problem:
min || X - G * F ||_F^2 s.t. G >= 0, F >= 0
Field Summary |
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Fields inherited from class jml.clustering.L1NMF |
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calc_OV, epsilon, gamma, initializer, maxIter, mu, valueList, verbose |
Fields inherited from class jml.clustering.Clustering |
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centers, dataMatrix, indicatorMatrix, nClus, nFeature, nSample |
Constructor Summary | |
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NMF()
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NMF(NMFOptions NMFOptions)
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NMF(Options options)
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Method Summary | |
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static void |
main(java.lang.String[] args)
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static void |
runNMF()
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Methods inherited from class jml.clustering.L1NMF |
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clustering, clustering, initialize |
Methods inherited from class jml.clustering.Clustering |
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feedData, feedData, getAccuracy, getCenters, getData, getIndicatorMatrix |
Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Constructor Detail |
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public NMF(Options options)
public NMF(NMFOptions NMFOptions)
public NMF()
Method Detail |
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public static void main(java.lang.String[] args)
args
- public static void runNMF()
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