Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm.outlier.clustering |
Clustering based outlier detection.
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de.lmu.ifi.dbs.elki.evaluation.clustering.internal |
Internal evaluation measures for clusterings.
|
Modifier and Type | Field and Description |
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private NoiseHandling |
SilhouetteOutlierDetection.noiseOption
Option for noise handling.
|
private NoiseHandling |
SilhouetteOutlierDetection.Parameterizer.noiseOption
Noise handling
|
Constructor and Description |
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SilhouetteOutlierDetection(DistanceFunction<? super O> distanceFunction,
ClusteringAlgorithm<?> clusterer,
NoiseHandling noiseOption)
Constructor.
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Modifier and Type | Field and Description |
---|---|
private NoiseHandling |
EvaluateConcordantPairs.noiseHandling
Option for noise handling.
|
private NoiseHandling |
EvaluateConcordantPairs.Parameterizer.noiseHandling
Option, how noise should be treated.
|
private NoiseHandling |
EvaluatePBMIndex.noiseHandling
Option for noise handling.
|
private NoiseHandling |
EvaluatePBMIndex.Parameterizer.noiseHandling
Option, how noise should be treated.
|
private NoiseHandling |
EvaluateSquaredErrors.noiseOption
Handling of Noise clusters
|
private NoiseHandling |
EvaluateSquaredErrors.Parameterizer.noiseOption
Handling of noise clusters.
|
private NoiseHandling |
EvaluateCIndex.noiseOption
Option for noise handling.
|
private NoiseHandling |
EvaluateCIndex.Parameterizer.noiseOption
Option, how noise should be treated.
|
private NoiseHandling |
EvaluateVarianceRatioCriteria.noiseOption
Option for noise handling.
|
private NoiseHandling |
EvaluateVarianceRatioCriteria.Parameterizer.noiseOption
Option, how noise should be treated.
|
private NoiseHandling |
EvaluateSimplifiedSilhouette.noiseOption
Option for noise handling.
|
private NoiseHandling |
EvaluateSimplifiedSilhouette.Parameterizer.noiseOption
Option, how noise should be treated.
|
private NoiseHandling |
EvaluateSilhouette.noiseOption
Option for noise handling.
|
private NoiseHandling |
EvaluateSilhouette.Parameterizer.noiseOption
Noise handling
|
private NoiseHandling |
EvaluateDaviesBouldin.noiseOption
Option for noise handling.
|
private NoiseHandling |
EvaluateDaviesBouldin.Parameterizer.noiseOption
Option, how noise should be treated.
|
Modifier and Type | Method and Description |
---|---|
static NoiseHandling |
NoiseHandling.valueOf(java.lang.String name)
Returns the enum constant of this type with the specified name.
|
static NoiseHandling[] |
NoiseHandling.values()
Returns an array containing the constants of this enum type, in
the order they are declared.
|
Modifier and Type | Method and Description |
---|---|
static int |
EvaluateSimplifiedSilhouette.centroids(Relation<? extends NumberVector> rel,
java.util.List<? extends Cluster<?>> clusters,
NumberVector[] centroids,
NoiseHandling noiseOption)
Compute centroids.
|
static int |
EvaluateVarianceRatioCriteria.globalCentroid(Centroid overallCentroid,
Relation<? extends NumberVector> rel,
java.util.List<? extends Cluster<?>> clusters,
NumberVector[] centroids,
NoiseHandling noiseOption)
Update the global centroid.
|
Constructor and Description |
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EvaluateCIndex(DistanceFunction<? super O> distance,
NoiseHandling noiseOpt)
Constructor.
|
EvaluateConcordantPairs(PrimitiveDistanceFunction<? super NumberVector> distance,
NoiseHandling noiseHandling)
Constructor.
|
EvaluateDaviesBouldin(NumberVectorDistanceFunction<?> distance,
NoiseHandling noiseOpt)
Constructor.
|
EvaluatePBMIndex(NumberVectorDistanceFunction<?> distance,
NoiseHandling noiseOpt)
Constructor.
|
EvaluateSilhouette(DistanceFunction<? super O> distance,
NoiseHandling noiseOption,
boolean penalize)
Constructor.
|
EvaluateSimplifiedSilhouette(NumberVectorDistanceFunction<?> distance,
NoiseHandling noiseOpt,
boolean penalize)
Constructor.
|
EvaluateSquaredErrors(NumberVectorDistanceFunction<?> distance,
NoiseHandling noiseOption)
Constructor.
|
EvaluateVarianceRatioCriteria(NoiseHandling noiseOption,
boolean penalize)
Constructor.
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Copyright © 2019 ELKI Development Team. License information.