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P

p - Variable in class elki.outlier.distance.DBOutlierDetection

Density threshold percentage p.

p - Variable in class elki.outlier.distance.DBOutlierDetection.Par

Density threshold p.

p - Variable in class elki.outlier.spatial.TrimmedMeanApproach

the parameter p.

P_ID - Static variable in class elki.outlier.distance.DBOutlierDetection.Par

Parameter to specify the minimum fraction of objects that must be outside the D- neighborhood of an outlier

Par() - Constructor for class elki.evaluation.outlier.ComputeOutlierHistogram.Par

Par() - Constructor for class elki.evaluation.outlier.JudgeOutlierScores.Par

Par() - Constructor for class elki.evaluation.outlier.OutlierPrecisionAtKCurve.Par

Par() - Constructor for class elki.evaluation.outlier.OutlierPrecisionRecallCurve.Par

Par() - Constructor for class elki.evaluation.outlier.OutlierPrecisionRecallGainCurve.Par

Par() - Constructor for class elki.evaluation.outlier.OutlierRankingEvaluation.Par

Par() - Constructor for class elki.evaluation.outlier.OutlierROCCurve.Par

Par() - Constructor for class elki.evaluation.outlier.OutlierSmROCCurve.Par

Par() - Constructor for class elki.outlier.anglebased.ABOD.Par

Par() - Constructor for class elki.outlier.anglebased.FastABOD.Par

Par() - Constructor for class elki.outlier.anglebased.LBABOD.Par

Par() - Constructor for class elki.outlier.COP.Par

Par() - Constructor for class elki.outlier.density.IsolationForest.Par

Par() - Constructor for class elki.outlier.distance.AbstractDBOutlier.Par

Par() - Constructor for class elki.outlier.distance.DBOutlierDetection.Par

Par() - Constructor for class elki.outlier.distance.DBOutlierScore.Par

Par() - Constructor for class elki.outlier.distance.KNNDD.Par

Par() - Constructor for class elki.outlier.distance.KNNOutlier.Par

Par() - Constructor for class elki.outlier.distance.KNNWeightOutlier.Par

Par() - Constructor for class elki.outlier.distance.LocalIsolationCoefficient.Par

Par() - Constructor for class elki.outlier.distance.ReferenceBasedOutlierDetection.Par

Par() - Constructor for class elki.outlier.GaussianModel.Par

Par() - Constructor for class elki.outlier.GaussianUniformMixture.Par

Par() - Constructor for class elki.outlier.intrinsic.IDOS.Par

Par() - Constructor for class elki.outlier.intrinsic.LID.Par

Par() - Constructor for class elki.outlier.lof.ALOCI.Par

Par() - Constructor for class elki.outlier.lof.FlexibleLOF.Par

Par() - Constructor for class elki.outlier.lof.INFLO.Par

Par() - Constructor for class elki.outlier.lof.LDOF.Par

Par() - Constructor for class elki.outlier.lof.OnlineLOF.Par

Par() - Constructor for class elki.outlier.meta.ExternalDoubleOutlierScore.Par

Par() - Constructor for class elki.outlier.meta.FeatureBagging.Par

Par() - Constructor for class elki.outlier.meta.RescaleMetaOutlierAlgorithm.Par

Par() - Constructor for class elki.outlier.meta.SimpleOutlierEnsemble.Par

Par() - Constructor for class elki.outlier.spatial.neighborhood.ExtendedNeighborhood.Factory.Par

Par() - Constructor for class elki.outlier.spatial.neighborhood.ExternalNeighborhood.Factory.Par

Par() - Constructor for class elki.outlier.spatial.neighborhood.weighted.LinearWeightedExtendedNeighborhood.Factory.Par

Par() - Constructor for class elki.outlier.subspace.AbstractAggarwalYuOutlier.Par

Par() - Constructor for class elki.outlier.subspace.AggarwalYuEvolutionary.Par

Par() - Constructor for class elki.outlier.subspace.AggarwalYuNaive.Par

Par() - Constructor for class elki.outlier.subspace.OUTRES.Par

Par() - Constructor for class elki.outlier.subspace.SOD.Par

Par() - Constructor for class elki.outlier.trivial.ByLabelOutlier.Par

Par() - Constructor for class elki.utilities.scaling.outlier.COPOutlierScaling.Par

Par() - Constructor for class elki.utilities.scaling.outlier.MinusLogGammaScaling.Par

Par() - Constructor for class elki.utilities.scaling.outlier.MinusLogStandardDeviationScaling.Par

Par() - Constructor for class elki.utilities.scaling.outlier.OutlierGammaScaling.Par

Par() - Constructor for class elki.utilities.scaling.outlier.OutlierLinearScaling.Par

Par() - Constructor for class elki.utilities.scaling.outlier.OutlierSqrtScaling.Par

Par() - Constructor for class elki.utilities.scaling.outlier.SqrtStandardDeviationScaling.Par

Par() - Constructor for class elki.utilities.scaling.outlier.StandardDeviationScaling.Par

Par() - Constructor for class elki.utilities.scaling.outlier.TopKOutlierScaling.Par

ParallelKNNOutlier<O> - Class in elki.outlier.distance.parallel

Parallel implementation of KNN Outlier detection.

ParallelKNNOutlier(Distance<? super O>, int) - Constructor for class elki.outlier.distance.parallel.ParallelKNNOutlier

Constructor.

ParallelKNNWeightOutlier<O> - Class in elki.outlier.distance.parallel

Parallel implementation of KNN Weight Outlier detection.

ParallelKNNWeightOutlier(Distance<? super O>, int) - Constructor for class elki.outlier.distance.parallel.ParallelKNNWeightOutlier

Constructor.

ParallelLOF<O> - Class in elki.outlier.lof.parallel

Parallel implementation of Local Outlier Factor using processors.

ParallelLOF(Distance<? super O>, int) - Constructor for class elki.outlier.lof.parallel.ParallelLOF

Constructor.

ParallelSimplifiedLOF<O> - Class in elki.outlier.lof.parallel

Parallel implementation of Simplified-LOF Outlier detection using processors.

ParallelSimplifiedLOF(Distance<? super O>, int) - Constructor for class elki.outlier.lof.parallel.ParallelSimplifiedLOF

Constructor.

parent - Variable in class elki.outlier.lof.ALOCI.Node

Parent node

pattern - Variable in class elki.outlier.trivial.ByLabelOutlier.Par

Stores the "outlier" class.

pattern - Variable in class elki.outlier.trivial.ByLabelOutlier

The pattern we match with.

pca - Variable in class elki.outlier.COP.Par

Holds the object performing the dependency derivation.

pca - Variable in class elki.outlier.COP

Holds the PCA runner.

PCARUNNER_ID - Static variable in class elki.outlier.COP.Par

Class to compute the PCA with.

perplexity - Variable in class elki.outlier.distance.SOS

Perplexity

PERPLEXITY_ERROR - Static variable in class elki.outlier.distance.SOS

Threshold for optimizing perplexity.

PERPLEXITY_MAXITER - Static variable in class elki.outlier.distance.SOS

Maximum number of iterations when optimizing perplexity.

pf - Variable in class elki.outlier.distance.HilOut.HilbertFeatures

Hilbert representation ("point features")

phi - Variable in class elki.outlier.distance.KNNSOS

Expected outlier rate.

phi - Variable in class elki.outlier.intrinsic.ISOS

Expected outlier rate.

phi - Variable in class elki.outlier.subspace.AbstractAggarwalYuOutlier.Par

Phi parameter.

phi - Variable in class elki.outlier.subspace.AbstractAggarwalYuOutlier

The number of partitions for each dimension.

phi - Variable in class elki.utilities.scaling.outlier.COPOutlierScaling.Par

Phi value.

phi - Variable in class elki.utilities.scaling.outlier.COPOutlierScaling

Phi parameter.

PHI_ID - Static variable in class elki.outlier.subspace.AbstractAggarwalYuOutlier.Par

OptionID for the grid size.

PHI_ID - Static variable in class elki.utilities.scaling.outlier.COPOutlierScaling.Par

Phi parameter.

plambda - Variable in class elki.utilities.scaling.outlier.SqrtStandardDeviationScaling

Predefined lambda scaling factor.

pmax - Variable in class elki.utilities.scaling.outlier.OutlierSqrtScaling

Predefined minimum and maximum values.

pmean - Variable in class elki.utilities.scaling.outlier.SqrtStandardDeviationScaling

Pre-fixed minimum and mean.

pmin - Variable in class elki.utilities.scaling.outlier.OutlierSqrtScaling

Predefined minimum and maximum values.

pmin - Variable in class elki.utilities.scaling.outlier.SqrtStandardDeviationScaling

Pre-fixed minimum and mean.

POSITIVE_CLASS_NAME_ID - Static variable in class elki.evaluation.outlier.ComputeOutlierHistogram.Par

The object pattern to identify positive classes

POSITIVE_CLASS_NAME_ID - Static variable in class elki.evaluation.outlier.JudgeOutlierScores.Par

The distance function to determine the reachability distance between database objects.

POSITIVE_CLASS_NAME_ID - Static variable in class elki.evaluation.outlier.OutlierPrecisionAtKCurve.Par

The pattern to identify positive classes.

POSITIVE_CLASS_NAME_ID - Static variable in class elki.evaluation.outlier.OutlierPrecisionRecallCurve.Par

The pattern to identify positive classes.

POSITIVE_CLASS_NAME_ID - Static variable in class elki.evaluation.outlier.OutlierPrecisionRecallGainCurve.Par

The pattern to identify positive classes.

POSITIVE_CLASS_NAME_ID - Static variable in class elki.evaluation.outlier.OutlierRankingEvaluation.Par

The pattern to identify positive classes.

POSITIVE_CLASS_NAME_ID - Static variable in class elki.evaluation.outlier.OutlierROCCurve.Par

The pattern to identify positive classes.

positiveClassName - Variable in class elki.evaluation.outlier.ComputeOutlierHistogram.Par

Stores the "positive" class.

positiveClassName - Variable in class elki.evaluation.outlier.ComputeOutlierHistogram

Stores the "positive" class.

positiveClassName - Variable in class elki.evaluation.outlier.JudgeOutlierScores.Par

Stores the "positive" class.

positiveClassName - Variable in class elki.evaluation.outlier.JudgeOutlierScores

Stores the "positive" class.

positiveClassName - Variable in class elki.evaluation.outlier.OutlierPrecisionAtKCurve.Par

Stores the "positive" class.

positiveClassName - Variable in class elki.evaluation.outlier.OutlierPrecisionAtKCurve

Stores the "positive" class.

positiveClassName - Variable in class elki.evaluation.outlier.OutlierPrecisionRecallCurve.Par

Matcher for the "positive" class.

positiveClassName - Variable in class elki.evaluation.outlier.OutlierPrecisionRecallCurve

Matcher for the "positive" class.

positiveClassName - Variable in class elki.evaluation.outlier.OutlierPrecisionRecallGainCurve.Par

Matcher for the "positive" class.

positiveClassName - Variable in class elki.evaluation.outlier.OutlierPrecisionRecallGainCurve

Pattern for the positive class.

positiveClassName - Variable in class elki.evaluation.outlier.OutlierRankingEvaluation.Par

Pattern for positive class.

positiveClassName - Variable in class elki.evaluation.outlier.OutlierRankingEvaluation

Stores the "positive" class.

positiveClassName - Variable in class elki.evaluation.outlier.OutlierROCCurve.Par

Pattern for positive class.

positiveClassName - Variable in class elki.evaluation.outlier.OutlierROCCurve

Stores the "positive" class.

positiveClassName - Variable in class elki.evaluation.outlier.OutlierSmROCCurve.Par

Pattern for positive class.

positiveClassName - Variable in class elki.evaluation.outlier.OutlierSmROCCurve

Stores the "positive" class.

PRAUC_LABEL - Static variable in class elki.evaluation.outlier.OutlierPrecisionRecallCurve

AUC value for PR curve

PrecisionAtKCurve(int) - Constructor for class elki.evaluation.outlier.OutlierPrecisionAtKCurve.PrecisionAtKCurve

Constructor.

PrecomputedKNearestNeighborNeighborhood - Class in elki.outlier.spatial.neighborhood

Neighborhoods based on k nearest neighbors.

PrecomputedKNearestNeighborNeighborhood(DataStore<DBIDs>) - Constructor for class elki.outlier.spatial.neighborhood.PrecomputedKNearestNeighborNeighborhood

Constructor.

PrecomputedKNearestNeighborNeighborhood.Factory<O> - Class in elki.outlier.spatial.neighborhood

Factory class to instantiate for a particular relation.

precomputeInterestingRadii(DBIDs, RangeSearcher<DBIDRef>, WritableDataStore<LOCI.DoubleIntArrayList>) - Method in class elki.outlier.lof.LOCI

Preprocessing step: determine the radii of interest for each point.

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.COPOutlierScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.HeDESNormalizationOutlierScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.LogRankingPseudoOutlierScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.MixtureModelOutlierScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.MultiplicativeInverseScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.OutlierGammaScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.OutlierLinearScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.OutlierMinusLogScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in interface elki.utilities.scaling.outlier.OutlierScaling

Prepare is called once for each data set, before getScaled() will be called.

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.OutlierSqrtScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.RankingPseudoOutlierScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.SigmoidOutlierScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.SqrtStandardDeviationScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.StandardDeviationScaling

prepare(A, NumberArrayAdapter<?, A>) - Method in class elki.utilities.scaling.outlier.TopKOutlierScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.COPOutlierScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.HeDESNormalizationOutlierScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.LogRankingPseudoOutlierScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.MinusLogGammaScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.MinusLogStandardDeviationScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.MixtureModelOutlierScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.MultiplicativeInverseScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.OutlierGammaScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.OutlierLinearScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.OutlierMinusLogScaling

prepare(OutlierResult) - Method in interface elki.utilities.scaling.outlier.OutlierScaling

Prepare is called once for each data set, before getScaled() will be called.

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.OutlierSqrtScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.RankingPseudoOutlierScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.SigmoidOutlierScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.SqrtStandardDeviationScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.StandardDeviationScaling

prepare(OutlierResult) - Method in class elki.utilities.scaling.outlier.TopKOutlierScaling

preScale(double) - Method in class elki.utilities.scaling.outlier.MinusLogGammaScaling

preScale(double) - Method in class elki.utilities.scaling.outlier.OutlierGammaScaling

Normalize data if necessary.

prev - Variable in class elki.evaluation.scores.adapter.OutlierScoreAdapter

Previous value.

ProbabilisticOutlierScore - Class in elki.result.outlier

Outlier score that is a probability value in the range 0.0 - 1.0 But the baseline may be different from 0.0!

ProbabilisticOutlierScore() - Constructor for class elki.result.outlier.ProbabilisticOutlierScore

Default constructor.

ProbabilisticOutlierScore(double) - Constructor for class elki.result.outlier.ProbabilisticOutlierScore

Constructor with baseline only.

ProbabilisticOutlierScore(double, double) - Constructor for class elki.result.outlier.ProbabilisticOutlierScore

Constructor with actual values, and a baseline of 0.0

ProbabilisticOutlierScore(double, double, double) - Constructor for class elki.result.outlier.ProbabilisticOutlierScore

Full constructor.

processNewResult(Object) - Method in class elki.evaluation.outlier.ComputeOutlierHistogram

processNewResult(Object) - Method in class elki.evaluation.outlier.JudgeOutlierScores

processNewResult(Object) - Method in class elki.evaluation.outlier.OutlierPrecisionAtKCurve

processNewResult(Object) - Method in class elki.evaluation.outlier.OutlierPrecisionRecallCurve

processNewResult(Object) - Method in class elki.evaluation.outlier.OutlierPrecisionRecallGainCurve

processNewResult(Object) - Method in class elki.evaluation.outlier.OutlierRankingEvaluation

processNewResult(Object) - Method in class elki.evaluation.outlier.OutlierROCCurve

processNewResult(Object) - Method in class elki.evaluation.outlier.OutlierSmROCCurve

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