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L

l - Variable in class elki.outlier.anglebased.LBABOD
Number of outliers to refine.
l - Variable in class elki.outlier.anglebased.LBABOD.Par
Number of outliers to find.
l - Variable in class elki.outlier.density.HySortOD
Hypercube's length.
l - Variable in class elki.outlier.GaussianUniformMixture.Par
Expected outlier fraction
L_ID - Static variable in class elki.outlier.anglebased.LBABOD.Par
Parameter to specify the number of outliers to compute exactly.
L_ID - Static variable in class elki.outlier.GaussianUniformMixture.Par
Parameter to specify the fraction of expected outliers.
lambda - Variable in class elki.outlier.lof.LoOP
Lambda parameter.
lambda - Variable in class elki.utilities.scaling.outlier.MixtureModelOutlierScaling
Parameter lambda of the exponential distribution (inliers)
lambda - Variable in class elki.utilities.scaling.outlier.SqrtStandardDeviationScaling.Par
Predefined lambda scaling factor.
lambda - Variable in class elki.utilities.scaling.outlier.StandardDeviationScaling
Field storing the lambda value
lambda - Variable in class elki.utilities.scaling.outlier.StandardDeviationScaling.Par
Field storing the lambda value
LAMBDA_ID - Static variable in class elki.utilities.scaling.outlier.SqrtStandardDeviationScaling.Par
Parameter to specify the lambda value
LAMBDA_ID - Static variable in class elki.utilities.scaling.outlier.StandardDeviationScaling.Par
Parameter to specify the lambda value
LBABOD<V extends elki.data.NumberVector> - Class in elki.outlier.anglebased
LB-ABOD (lower-bound) version of Angle-Based Outlier Detection / Angle-Based Outlier Factor.
LBABOD(Similarity<? super V>, int, int) - Constructor for class elki.outlier.anglebased.LBABOD
Actual constructor, with parameters.
LBABOD.Par<V extends elki.data.NumberVector> - Class in elki.outlier.anglebased
Parameterization class.
lbound - Variable in class elki.outlier.distance.HilOut.HilFeature
Lower bound of object
LDF<O extends elki.data.NumberVector> - Class in elki.outlier.lof
Outlier Detection with Kernel Density Functions.
LDF(int, Distance<? super O>, KernelDensityFunction, double, double) - Constructor for class elki.outlier.lof.LDF
Constructor.
LDOF<O> - Class in elki.outlier.lof
Computes the LDOF (Local Distance-Based Outlier Factor) for all objects of a Database.
LDOF(Distance<? super O>, int) - Constructor for class elki.outlier.lof.LDOF
Constructor.
LDOF_BASELINE - Static variable in class elki.outlier.lof.LDOF
The baseline for LDOF values.
LDOF.Par<O> - Class in elki.outlier.lof
Parameterization class.
left - Variable in class elki.outlier.density.IsolationForest.Node
Left child, may be null
level - Variable in class elki.outlier.distance.HilOut.HilFeature
Object level
level - Variable in class elki.outlier.lof.ALOCI.Node
Level of node
LID<O> - Class in elki.outlier.intrinsic
Use intrinsic dimensionality for outlier detection.
LID(Distance<? super O>, int, IntrinsicDimensionalityEstimator<? super O>) - Constructor for class elki.outlier.intrinsic.LID
Constructor.
LID.Par<O> - Class in elki.outlier.intrinsic
Parameterization class.
LinearWeightedExtendedNeighborhood - Class in elki.outlier.spatial.neighborhood.weighted
Neighborhood obtained by computing the k-fold closure of an existing neighborhood.
LinearWeightedExtendedNeighborhood(NeighborSetPredicate, int) - Constructor for class elki.outlier.spatial.neighborhood.weighted.LinearWeightedExtendedNeighborhood
Constructor.
LinearWeightedExtendedNeighborhood.Factory<O> - Class in elki.outlier.spatial.neighborhood.weighted
Factory class.
LinearWeightedExtendedNeighborhood.Factory.Par<O> - Class in elki.outlier.spatial.neighborhood.weighted
Parameterization class.
loadNeighbors(Database, Relation<?>) - Method in class elki.outlier.spatial.neighborhood.ExternalNeighborhood.Factory
Method to load the external neighbors.
LocalIsolationCoefficient<O> - Class in elki.outlier.distance
The Local Isolation Coefficient is the sum of the kNN distance and the average distance to its k nearest neighbors.
LocalIsolationCoefficient(Distance<? super O>, int) - Constructor for class elki.outlier.distance.LocalIsolationCoefficient
Constructor with parameters.
LocalIsolationCoefficient.Par<O> - Class in elki.outlier.distance
Parameterization class.
LOCI<O> - Class in elki.outlier.lof
Fast Outlier Detection Using the "Local Correlation Integral".
LOCI(Distance<? super O>, double, int, double) - Constructor for class elki.outlier.lof.LOCI
Constructor.
LOCI.DoubleIntArrayList - Class in elki.outlier.lof
Array of double-int values.
LOF<O> - Class in elki.outlier.lof
Algorithm to compute density-based local outlier factors in a database based on a specified parameter -lof.k.
LOF(int, Distance<? super O>) - Constructor for class elki.outlier.lof.LOF
Constructor.
LOFKNNListener(FlexibleLOF.LOFResult<O>) - Constructor for class elki.outlier.lof.OnlineLOF.LOFKNNListener
Constructs a listener for the LOF algorithm.
LOFProcessor - Class in elki.outlier.lof.parallel
Processor for computing the LOF.
LOFProcessor(DataStore<? extends KNNList>, DoubleDataStore, boolean) - Constructor for class elki.outlier.lof.parallel.LOFProcessor
Constructor.
LOFProcessor.Instance - Class in elki.outlier.lof.parallel
Instance
lofResult - Variable in class elki.outlier.lof.OnlineLOF.LOFKNNListener
Holds the result of a former run of the LOF algorithm.
LOFResult(OutlierResult, KNNSearcher<DBIDRef>, KNNSearcher<DBIDRef>, WritableDoubleDataStore, WritableDoubleDataStore) - Constructor for class elki.outlier.lof.FlexibleLOF.LOFResult
Encapsulates information generated during a run of the FlexibleLOF algorithm.
lofs - Variable in class elki.outlier.lof.FlexibleLOF.LOFResult
The LOF values of the objects.
LOG - Static variable in class elki.evaluation.outlier.JudgeOutlierScores
Logger for debug output.
LOG - Static variable in class elki.evaluation.outlier.OutlierPrecisionAtKCurve
The logger.
LOG - Static variable in class elki.evaluation.outlier.OutlierPrecisionRecallCurve
The logger.
LOG - Static variable in class elki.evaluation.outlier.OutlierPrecisionRecallGainCurve
The logger.
LOG - Static variable in class elki.evaluation.outlier.OutlierRankingEvaluation
The logger.
LOG - Static variable in class elki.evaluation.outlier.OutlierROCCurve
The logger.
LOG - Static variable in class elki.evaluation.outlier.OutlierSmROCCurve
The logger.
LOG - Static variable in class elki.outlier.anglebased.LBABOD
The logger for this class.
LOG - Static variable in class elki.outlier.COP
The logger for this class.
LOG - Static variable in class elki.outlier.density.HySortOD
The logger for this class.
LOG - Static variable in class elki.outlier.density.IsolationForest
Class logger
LOG - Static variable in class elki.outlier.distance.DBOutlierDetection
The logger for this class.
LOG - Static variable in class elki.outlier.distance.DBOutlierScore
The logger for this class.
LOG - Static variable in class elki.outlier.distance.HilOut
The logger for this class.
LOG - Static variable in class elki.outlier.distance.KNNDD
The logger for this class.
LOG - Static variable in class elki.outlier.distance.KNNOutlier
The logger for this class.
LOG - Static variable in class elki.outlier.distance.KNNSOS
Class logger.
LOG - Static variable in class elki.outlier.distance.KNNWeightOutlier
The logger for this class.
LOG - Static variable in class elki.outlier.distance.LocalIsolationCoefficient
The logger for this class.
LOG - Static variable in class elki.outlier.distance.SOS
Class logger.
LOG - Static variable in class elki.outlier.DWOF
The logger for this class.
LOG - Static variable in class elki.outlier.intrinsic.IDOS
The logger for this class.
LOG - Static variable in class elki.outlier.intrinsic.ISOS
Class logger.
LOG - Static variable in class elki.outlier.intrinsic.LID
Class logger.
LOG - Static variable in class elki.outlier.lof.ALOCI
The logger for this class.
LOG - Static variable in class elki.outlier.lof.COF
The logger for this class.
LOG - Static variable in class elki.outlier.lof.FlexibleLOF
The logger for this class.
LOG - Static variable in class elki.outlier.lof.INFLO
The logger for this class.
LOG - Static variable in class elki.outlier.lof.KDEOS
Class logger.
LOG - Static variable in class elki.outlier.lof.LDF
The logger for this class.
LOG - Static variable in class elki.outlier.lof.LDOF
The logger for this class.
LOG - Static variable in class elki.outlier.lof.LOCI
The logger for this class.
LOG - Static variable in class elki.outlier.lof.LOF
The logger for this class.
LOG - Static variable in class elki.outlier.lof.LoOP
The logger for this class.
LOG - Static variable in class elki.outlier.lof.OnlineLOF
The logger for this class.
LOG - Static variable in class elki.outlier.lof.SimpleKernelDensityLOF
The logger for this class.
LOG - Static variable in class elki.outlier.lof.SimplifiedLOF
The logger for this class.
LOG - Static variable in class elki.outlier.lof.VarianceOfVolume
The logger for this class.
LOG - Static variable in class elki.outlier.meta.ExternalDoubleOutlierScore
The logger for this class.
LOG - Static variable in class elki.outlier.meta.FeatureBagging
The logger for this class.
LOG - Static variable in class elki.outlier.meta.HiCS
The Logger for this class.
LOG - Static variable in class elki.outlier.meta.SimpleOutlierEnsemble
The logger for this class.
LOG - Static variable in class elki.outlier.spatial.CTLuMeanMultipleAttributes
Logger
LOG - Static variable in class elki.outlier.spatial.CTLuMedianMultipleAttributes
logger
LOG - Static variable in class elki.outlier.spatial.CTLuRandomWalkEC
Class logger
LOG - Static variable in class elki.outlier.spatial.neighborhood.ExtendedNeighborhood
The logger to use.
LOG - Static variable in class elki.outlier.spatial.neighborhood.ExternalNeighborhood
Logger
LOG - Static variable in class elki.outlier.spatial.neighborhood.PrecomputedKNearestNeighborNeighborhood
Logger
LOG - Static variable in class elki.outlier.spatial.TrimmedMeanApproach
The logger for this class.
LOG - Static variable in class elki.outlier.subspace.AggarwalYuEvolutionary
The logger for this class.
LOG - Static variable in class elki.outlier.subspace.AggarwalYuNaive
The logger for this class.
LOG - Static variable in class elki.outlier.subspace.OUTRES
The logger for this class.
LOG - Static variable in class elki.outlier.subspace.SOD
The logger for this class.
LOG - Static variable in class elki.utilities.scaling.outlier.MixtureModelOutlierScaling
The logger for this class.
LOG - Static variable in class elki.utilities.scaling.outlier.SigmoidOutlierScaling
The logger for this class.
logl - Variable in class elki.outlier.GaussianUniformMixture
log(l) precomputed
loglikelihoodAnomalous(DBIDs) - Method in class elki.outlier.GaussianUniformMixture
Loglikelihood anomalous objects.
loglikelihoodNormal(DBIDs, SetDBIDs, CovarianceMatrix, Relation<? extends NumberVector>) - Method in class elki.outlier.GaussianUniformMixture
Computes the loglikelihood of all normal objects.
logml - Variable in class elki.outlier.GaussianUniformMixture
log(1-l) precomputed
LogRankingPseudoOutlierScaling - Class in elki.utilities.scaling.outlier
This is a pseudo outlier scoring obtained by only considering the ranks of the objects.
LogRankingPseudoOutlierScaling() - Constructor for class elki.utilities.scaling.outlier.LogRankingPseudoOutlierScaling
 
longValue(int) - Method in class elki.outlier.lof.ALOCI.Node
 
LoOP<O> - Class in elki.outlier.lof
LoOP: Local Outlier Probabilities
LoOP(int, int, Distance<? super O>, Distance<? super O>, double) - Constructor for class elki.outlier.lof.LoOP
Constructor with parameters.
LRDProcessor - Class in elki.outlier.lof.parallel
Processor for the "local reachability density" of LOF.
LRDProcessor(DataStore<? extends KNNList>, DoubleDataStore) - Constructor for class elki.outlier.lof.parallel.LRDProcessor
Constructor.
LRDProcessor.Instance - Class in elki.outlier.lof.parallel
Instance
lrds - Variable in class elki.outlier.lof.FlexibleLOF.LOFResult
The LRD values of the objects.
lrds - Variable in class elki.outlier.lof.parallel.LOFProcessor
LRD store
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