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O

ODIN<O> - Class in elki.outlier.distance

Outlier detection based on the in-degree of the kNN graph.

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

Constructor.

omega_star - Variable in class elki.outlier.distance.HilOut

Outlier threshold

ONEBYSQRT2PI - Static variable in class elki.utilities.scaling.outlier.MixtureModelOutlierScaling

Precomputed static value

OnlineLOF<O> - Class in elki.outlier.lof

Incremental version of the LOF Algorithm, supports insertions and removals.

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

Constructor.

OnlineLOF.LOFKNNListener - Class in elki.outlier.lof

Encapsulates a listener for changes of kNNs used in the online LOF algorithm.

OnlineLOF.Par<O> - Class in elki.outlier.lof

Parameterization class.

optimalBandwidth(int) - Method in class elki.outlier.subspace.OUTRES.KernelDensityEstimator

Compute optimal kernel bandwidth

or(HiCS.HiCSSubspace) - Method in class elki.outlier.meta.HiCS.HiCSSubspace

Or-combine with another subspace.

order(DBIDs) - Method in class elki.result.outlier.OrderingFromRelation

ordering - Variable in class elki.result.outlier.OutlierResult

Outlier ordering.

OrderingFromRelation - Class in elki.result.outlier

Ordering obtained from an outlier score.

OrderingFromRelation(DoubleRelation) - Constructor for class elki.result.outlier.OrderingFromRelation

Ascending constructor.

OrderingFromRelation(DoubleRelation, boolean) - Constructor for class elki.result.outlier.OrderingFromRelation

Constructor for outlier orderings

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

"OUT"

OUTLIER_PATTERN_ID - Static variable in class elki.outlier.trivial.ByLabelOutlier.Par

The pattern to match outliers with.

outlierAlgorithm - Variable in class elki.outlier.meta.HiCS

Outlier detection algorithm.

OutlierAlgorithm - Interface in elki.outlier

Generic super interface for outlier detection algorithms.

OutlierGammaScaling - Class in elki.utilities.scaling.outlier

Scaling that can map arbitrary values to a probability in the range of [0:1] by assuming a Gamma distribution on the values.

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

Constructor.

OutlierGammaScaling.Par - Class in elki.utilities.scaling.outlier

Parameterization class.

OutlierLinearScaling - Class in elki.utilities.scaling.outlier

Scaling that can map arbitrary values to a value in the range of [0:1].

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

Constructor.

OutlierLinearScaling(Double, Double, boolean, boolean) - Constructor for class elki.utilities.scaling.outlier.OutlierLinearScaling

Constructor.

OutlierLinearScaling.Par - Class in elki.utilities.scaling.outlier

Parameterization class.

OutlierMinusLogScaling - Class in elki.utilities.scaling.outlier

Scaling function to invert values by computing -log(x)

OutlierMinusLogScaling() - Constructor for class elki.utilities.scaling.outlier.OutlierMinusLogScaling

Constructor.

OutlierPrecisionAtKCurve - Class in elki.evaluation.outlier

Compute a curve containing the precision values for an outlier detection method.

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

Constructor.

OutlierPrecisionAtKCurve.Par - Class in elki.evaluation.outlier

Parameterization class.

OutlierPrecisionAtKCurve.PrecisionAtKCurve - Class in elki.evaluation.outlier

Precision at K curve.

OutlierPrecisionRecallCurve - Class in elki.evaluation.outlier

Compute a curve containing the precision values for an outlier detection method.

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

Constructor.

OutlierPrecisionRecallCurve.Par - Class in elki.evaluation.outlier

Parameterization class.

OutlierPrecisionRecallGainCurve - Class in elki.evaluation.outlier

Compute a curve containing the precision gain and revall gain values for an outlier detection method.

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

Constructor.

OutlierPrecisionRecallGainCurve.Par - Class in elki.evaluation.outlier

Parameterization class.

OutlierRankingEvaluation - Class in elki.evaluation.outlier

Evaluate outlier scores by their ranking

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

Constructor.

OutlierRankingEvaluation.Par - Class in elki.evaluation.outlier

Parameterization class.

OutlierResult - Class in elki.result.outlier

Wrap a typical Outlier result, keeping direct references to the main result parts.

OutlierResult(OutlierScoreMeta, DoubleRelation) - Constructor for class elki.result.outlier.OutlierResult

Constructor.

OutlierROCCurve - Class in elki.evaluation.outlier

Compute a ROC curve to evaluate a ranking algorithm and compute the corresponding AUROC value.

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

Constructor.

OutlierROCCurve.Par - Class in elki.evaluation.outlier

Parameterization class.

OutlierScaling - Interface in elki.utilities.scaling.outlier

Interface for scaling functions used by Outlier evaluation such as Histograms and visualization.

OutlierScoreAdapter - Class in elki.evaluation.scores.adapter

This adapter can be used for an arbitrary collection of Integers, and uses that id1.compareTo(id2) !

OutlierScoreAdapter(DBIDs, OutlierResult) - Constructor for class elki.evaluation.scores.adapter.OutlierScoreAdapter

Constructor.

OutlierScoreMeta - Interface in elki.result.outlier

Generic meta information about the value range of an outlier score.

OutlierSmROCCurve - Class in elki.evaluation.outlier

Smooth ROC curves are a variation of classic ROC curves that takes the scores into account.

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

Constructor.

OutlierSmROCCurve.Par - Class in elki.evaluation.outlier

Parameterization class.

OutlierSmROCCurve.SmROCResult - Class in elki.evaluation.outlier

Result object for Smooth ROC curves.

OutlierSqrtScaling - Class in elki.utilities.scaling.outlier

Scaling that can map arbitrary positive values to a value in the range of [0:1].

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

Constructor.

OutlierSqrtScaling.Par - Class in elki.utilities.scaling.outlier

Parameterization class.

OUTRES - Class in elki.outlier.subspace

Adaptive outlierness for subspace outlier ranking (OUTRES).

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

Constructor.

OUTRES.KernelDensityEstimator - Class in elki.outlier.subspace

Kernel density estimation and utility class.

OUTRES.Par - Class in elki.outlier.subspace

Parameterization class.

outresScore(int, long[], DBIDRef, OUTRES.KernelDensityEstimator, DBIDs) - Method in class elki.outlier.subspace.OUTRES

Main loop of OUTRES.

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