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K

k - Variable in class elki.outlier.anglebased.FastABOD
Number of nearest neighbors.
k - Variable in class elki.outlier.anglebased.FastABOD.Par
Number of neighbors.
k - Variable in class elki.outlier.COP
Number of neighbors to be considered.
k - Variable in class elki.outlier.COP.Par
Number of neighbors to be considered.
k - Variable in class elki.outlier.distance.HilOut
Number of nearest neighbors
k - Variable in class elki.outlier.distance.KNNDD.Par
k parameter
k - Variable in class elki.outlier.distance.KNNOutlier.Par
k parameter
k - Variable in class elki.outlier.distance.KNNSOS
Number of neighbors (not including query point).
k - Variable in class elki.outlier.distance.KNNWeightOutlier.Par
k parameter
k - Variable in class elki.outlier.distance.LocalIsolationCoefficient.Par
k parameter
k - Variable in class elki.outlier.distance.parallel.KNNWeightProcessor.Instance
k Parameter
k - Variable in class elki.outlier.distance.parallel.KNNWeightProcessor
K parameter
k - Variable in class elki.outlier.distance.ReferenceBasedOutlierDetection
Holds the number of neighbors to use for density estimation.
k - Variable in class elki.outlier.distance.ReferenceBasedOutlierDetection.Par
Number of nearest neighbors.
k - Variable in class elki.outlier.intrinsic.ISOS
Number of neighbors (not including query point).
k - Variable in class elki.outlier.intrinsic.LID.Par
Number of neighbors to use for ID estimation.
k - Variable in class elki.outlier.lof.COF
The number of neighbors to query (including the query point!)
k - Variable in class elki.outlier.lof.INFLO.Par
Number of neighbors to use.
k - Variable in class elki.outlier.lof.LDOF.Par
Number of neighbors to use
k - Variable in class elki.outlier.meta.FeatureBagging
The parameters k for LOF.
k - Variable in class elki.outlier.meta.FeatureBagging.Par
The neighborhood size to use.
k - Variable in class elki.outlier.spatial.CTLuGLSBackwardSearchAlgorithm
Parameter k - neighborhood size
k - Variable in class elki.outlier.spatial.CTLuRandomWalkEC
Parameter k.
k - Variable in class elki.outlier.spatial.neighborhood.PrecomputedKNearestNeighborNeighborhood.Factory
parameter k
k - Variable in class elki.outlier.subspace.AbstractAggarwalYuOutlier
The target dimensionality.
k - Variable in class elki.outlier.subspace.AbstractAggarwalYuOutlier.Par
k Parameter.
k - Variable in class elki.utilities.scaling.outlier.OutlierGammaScaling
Gamma parameter k
k - Variable in class elki.utilities.scaling.outlier.TopKOutlierScaling
Number of outliers to keep.
k - Variable in class elki.utilities.scaling.outlier.TopKOutlierScaling.Par
Number of outliers to keep.
k_c - Variable in class elki.outlier.intrinsic.IDOS
kNN for the context set (ID computation).
k_c - Variable in class elki.outlier.intrinsic.IDOS.Par
kNN for the context set (ID computation).
K_ID - Static variable in class elki.outlier.anglebased.FastABOD.Par
Parameter for the nearest neighbors.
K_ID - Static variable in class elki.outlier.COP.Par
Parameter to specify the number of nearest neighbors of an object to be considered for computing its score, must be an integer greater than 0.
K_ID - Static variable in class elki.outlier.distance.KNNDD.Par
Parameter to specify the k nearest neighbor
K_ID - Static variable in class elki.outlier.distance.KNNOutlier.Par
Parameter to specify the k nearest neighbor
K_ID - Static variable in class elki.outlier.distance.KNNWeightOutlier.Par
Parameter to specify the k nearest neighbor.
K_ID - Static variable in class elki.outlier.distance.LocalIsolationCoefficient.Par
Parameter to specify the k nearest neighbor.
K_ID - Static variable in class elki.outlier.distance.ReferenceBasedOutlierDetection.Par
The number of nearest neighbors of an object, to be considered for computing its REFOD_SCORE, must be an integer greater than 1.
K_ID - Static variable in class elki.outlier.intrinsic.LID.Par
Parameter for the number of neighbors.
K_ID - Static variable in class elki.outlier.lof.INFLO.Par
Parameter to specify the number of nearest neighbors of an object to be considered for computing its INFLO score.
K_ID - Static variable in class elki.outlier.lof.LDOF.Par
Parameter to specify the number of nearest neighbors of an object to be considered for computing its LDOF_SCORE, must be an integer greater than 1.
K_ID - Static variable in class elki.outlier.subspace.AbstractAggarwalYuOutlier.Par
OptionID for the target dimensionality.
K_ID - Static variable in class elki.utilities.scaling.outlier.TopKOutlierScaling.Par
Parameter to specify the number of outliers to keep
k_r - Variable in class elki.outlier.intrinsic.IDOS
kNN for the reference set.
k_r - Variable in class elki.outlier.intrinsic.IDOS.Par
kNN for the reference set.
K_S_CRITICAL001 - Static variable in class elki.outlier.subspace.OUTRES
Constant for Kolmogorov-Smirnov at alpha=0.01 (table value)
KC_ID - Static variable in class elki.outlier.intrinsic.IDOS.Par
Parameter to specify the number of nearest neighbors of an object to be used for the GED computation.
kcomp - Variable in class elki.outlier.lof.LoOP
Comparison neighborhood size.
KDEOS<O> - Class in elki.outlier.lof
Generalized Outlier Detection with Flexible Kernel Density Estimates.
KDEOS(Distance<? super O>, int, int, KernelDensityFunction, double, double, int) - Constructor for class elki.outlier.lof.KDEOS
Constructor.
kdists - Variable in class elki.outlier.lof.parallel.LRDProcessor
k-distance store
kernel - Variable in class elki.outlier.lof.KDEOS
Kernel function to use for density estimation.
kernel - Variable in class elki.outlier.lof.LDF
Kernel density function
kernel - Variable in class elki.outlier.lof.SimpleKernelDensityLOF
Kernel density function
kernel - Variable in class elki.outlier.subspace.OUTRES.KernelDensityEstimator
Actual kernel in use
KERNEL_FUNCTION_ID - Static variable in class elki.outlier.anglebased.ABOD.Par
Parameter for the kernel function.
KernelDensityEstimator(Relation<? extends NumberVector>, double) - Constructor for class elki.outlier.subspace.OUTRES.KernelDensityEstimator
Constructor.
kernelFunction - Variable in class elki.outlier.anglebased.ABOD
Store the configured Kernel version.
kernelFunction - Variable in class elki.outlier.anglebased.ABOD.Par
Distance function.
key - Variable in class elki.evaluation.outlier.OutlierRankingEvaluation
Key prefix for statistics logging.
keys - Variable in class elki.outlier.lof.LOCI.DoubleIntArrayList
Double keys
kmax - Variable in class elki.outlier.lof.KDEOS
Maximum number of neighbors to use.
kmin - Variable in class elki.outlier.lof.KDEOS
Minimum number of neighbors to use.
knn - Variable in class elki.outlier.subspace.SOD
Neighborhood size.
knn - Variable in class elki.outlier.subspace.SOD.Par
Neighborhood size.
KNN_ID - Static variable in class elki.outlier.subspace.SOD.Par
Parameter to specify the number of shared nearest neighbors to be considered for learning the subspace properties, must be an integer greater than 0.
kNNABOD(Relation<V>, DBIDs, WritableDoubleDataStore, DoubleMinMax) - Method in class elki.outlier.anglebased.FastABOD
Simpler kNN based, can use more indexing.
KNNDD<O> - Class in elki.outlier.distance
Nearest Neighbor Data Description.
KNNDD(Distance<? super O>, int) - Constructor for class elki.outlier.distance.KNNDD
Constructor for a single kNN query.
KNNDD.Par<O> - Class in elki.outlier.distance
Parameterization class.
KNNOutlier<O> - Class in elki.outlier.distance
Outlier Detection based on the distance of an object to its k nearest neighbor.
KNNOutlier(Distance<? super O>, int) - Constructor for class elki.outlier.distance.KNNOutlier
Constructor for a single kNN query.
KNNOutlier.Par<O> - Class in elki.outlier.distance
Parameterization class.
kNNReach - Variable in class elki.outlier.lof.FlexibleLOF.LOFResult
The kNN query w.r.t. the reachability distance.
kNNRefer - Variable in class elki.outlier.lof.FlexibleLOF.LOFResult
The kNN query w.r.t. the reference neighborhood distance.
knns - Variable in class elki.outlier.lof.parallel.LOFProcessor
KNN store
knns - Variable in class elki.outlier.lof.parallel.LRDProcessor
KNN store
knns - Variable in class elki.outlier.lof.parallel.SimplifiedLRDProcessor
KNN store
kNNsChanged(KNNChangeEvent) - Method in class elki.outlier.lof.OnlineLOF.LOFKNNListener
 
kNNsChanged(KNNChangeEvent, KNNChangeEvent) - Method in class elki.outlier.lof.OnlineLOF.LOFKNNListener
Invoked after the events of both preprocessors have been received, i.e.
kNNsInserted(DBIDs, DBIDs, DBIDs, FlexibleLOF.LOFResult<O>) - Method in class elki.outlier.lof.OnlineLOF.LOFKNNListener
Invoked after kNNs have been inserted and updated, updates the result.
KNNSOS<O> - Class in elki.outlier.distance
kNN-based adaption of Stochastic Outlier Selection.
KNNSOS(Distance<? super O>, int) - Constructor for class elki.outlier.distance.KNNSOS
Constructor.
kNNsRemoved(DBIDs, DBIDs, DBIDs, FlexibleLOF.LOFResult<O>) - Method in class elki.outlier.lof.OnlineLOF.LOFKNNListener
Invoked after kNNs have been removed and updated, updates the result.
KNNWeightOutlier<O> - Class in elki.outlier.distance
Outlier Detection based on the accumulated distances of a point to its k nearest neighbors.
KNNWeightOutlier(Distance<? super O>, int) - Constructor for class elki.outlier.distance.KNNWeightOutlier
Constructor with parameters.
KNNWeightOutlier.Par<O> - Class in elki.outlier.distance
Parameterization class.
KNNWeightProcessor - Class in elki.outlier.distance.parallel
Compute the kNN weight score, used by ParallelKNNWeightOutlier.
KNNWeightProcessor(int) - Constructor for class elki.outlier.distance.parallel.KNNWeightProcessor
Constructor.
KNNWeightProcessor.Instance - Class in elki.outlier.distance.parallel
Instance for precomputing the kNN.
kplus - Variable in class elki.outlier.distance.KNNDD
The parameter k (plus query point!)
kplus - Variable in class elki.outlier.distance.KNNOutlier
The parameter k (plus query point!)
kplus - Variable in class elki.outlier.distance.KNNWeightOutlier
Holds the number of nearest neighbors to query (plus the query point!)
kplus - Variable in class elki.outlier.distance.LocalIsolationCoefficient
Holds the number of nearest neighbors to query (plus the query point!)
kplus - Variable in class elki.outlier.distance.ODIN
Number of neighbors for kNN graph.
kplus - Variable in class elki.outlier.distance.parallel.ParallelKNNOutlier
Parameter k + 1
kplus - Variable in class elki.outlier.distance.parallel.ParallelKNNWeightOutlier
Parameter k + 1
kplus - Variable in class elki.outlier.DWOF
Holds the value of DWOF.Par.K_ID i.e.
kplus - Variable in class elki.outlier.intrinsic.LID
Number of neighbors to use + query point.
kplus - Variable in class elki.outlier.lof.INFLO
Number of neighbors to use.
kplus - Variable in class elki.outlier.lof.LDF
Parameter k + 1 for the query point.
kplus - Variable in class elki.outlier.lof.LDOF
Number of neighbors to query + query point itself.
kplus - Variable in class elki.outlier.lof.LOF
The number of neighbors to query (plus the query point!)
kplus - Variable in class elki.outlier.lof.parallel.ParallelLOF
Parameter k + 1 for query point
kplus - Variable in class elki.outlier.lof.parallel.ParallelSimplifiedLOF
Parameter k + 1 for the query point
kplus - Variable in class elki.outlier.lof.SimpleKernelDensityLOF
Number of neighbors + the query point
kplus - Variable in class elki.outlier.lof.SimplifiedLOF
The number of neighbors to query, plus the query point.
kplus - Variable in class elki.outlier.lof.VarianceOfVolume
The number of neighbors to query (plus the query point!)
KR_ID - Static variable in class elki.outlier.intrinsic.IDOS.Par
Parameter to specify the neighborhood size to use for the averaging.
kreach - Variable in class elki.outlier.lof.FlexibleLOF
Number of neighbors used for reachability distance.
kreach - Variable in class elki.outlier.lof.FlexibleLOF.Par
The set size to use for reachability distance.
kreach - Variable in class elki.outlier.lof.LoOP
Reachability neighborhood size.
KREACH_ID - Static variable in class elki.outlier.lof.FlexibleLOF.Par
Parameter to specify the number of nearest neighbors of an object to be considered for computing its reachability distance.
KREF_ID - Static variable in class elki.outlier.lof.FlexibleLOF.Par
Parameter to specify the number of nearest neighbors of an object to be considered for computing its LOF score, must be an integer greater or equal to 1.
krefer - Variable in class elki.outlier.lof.FlexibleLOF
Number of neighbors in comparison set.
krefer - Variable in class elki.outlier.lof.FlexibleLOF.Par
The reference set size to use.
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