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Packages that use ClusteringFitnessFunction | |
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net.sourceforge.cilib.functions.clustering | |
net.sourceforge.cilib.functions.clustering.validityindices |
Uses of ClusteringFitnessFunction in net.sourceforge.cilib.functions.clustering |
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Subclasses of ClusteringFitnessFunction in net.sourceforge.cilib.functions.clustering | |
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class |
InterClusterDistance
This clustering fitness function will probably never be used to train on directly. |
class |
IntraClusterDistance
This clustering fitness function will probably never be used to train on directly. |
class |
KHarmonicMeansFunction
This is the k-harmonic means clustering fitness function. |
class |
NonParametricClusteringFunction
This class makes use of the helper/member functions defined and implemented in {@linkplain ClusteringFitnessFunction) to calculate a non-parameterised fitness of a particular clustering in the calculateFitness method. |
class |
ParametricClusteringFunction
This class makes use of the helper/member functions defined and implemented in ClusteringFitnessFunction to calculate a parameterised fitness of a particular clustering in the calculateFitness method. |
class |
ParametricWithQuantisationErrorFunction
This class makes use of the helper/member functions defined and implemented in {@linkplain ClusteringFitnessFunction) to calculate an improved parameterised fitness of a particular clustering in the calculateFitness method. |
class |
QuantisationErrorFunction
This class makes use of the helper/member functions defined and implemented in ClusteringFitnessFunction to calculate the Quantisation Error of a particular clustering in the calculateFitness method. |
Methods in net.sourceforge.cilib.functions.clustering that return ClusteringFitnessFunction | |
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abstract ClusteringFitnessFunction |
ClusteringFitnessFunction.getClone()
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Uses of ClusteringFitnessFunction in net.sourceforge.cilib.functions.clustering.validityindices |
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Subclasses of ClusteringFitnessFunction in net.sourceforge.cilib.functions.clustering.validityindices | |
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class |
DaviesBouldinIndex
This is the Davies-Bouldin Validity Index. |
class |
DunnIndex
This is the Dunn Validity Index. |
class |
DunnIndex33
This is the Dunn Index 33. |
class |
DunnIndex53
DunnIndex53. |
class |
GeneralisedDunnIndex
This is the Generalised Dunn Index. |
class |
HalkidiVazirgiannisIndex
This is the Halkidi-Vazirgiannis Validity Index. |
class |
MaulikBandyopadhyayIndex
MaulikBandyopadhyayIndex. |
class |
ScatterSeperationRatio
The ScatterSeperationRatio class was created due to the fact that some validity indices make use of the cluster scatter and cluster seperation concepts. |
class |
TuriIndex
This is the Turi Validity Index as given in Section 3.1.4 on page 66 of Mahamed G. |
class |
VeenmanReindersBackerIndex
This is the Veenman-Reinders-Backer Validity Index. |
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