Uses of Interface
elki.math.statistics.intrinsicdimensionality.DistanceBasedIntrinsicDimensionalityEstimator

Packages that use DistanceBasedIntrinsicDimensionalityEstimator

Package	Description
elki.math.statistics.intrinsicdimensionality	Methods for estimating the intrinsic dimensionality.
elki.outlier.intrinsic	Outlier detection algorithms based on intrinsic dimensionality.
elki.projection	Data projections (see also preprocessing filters for basic projections).

Uses of DistanceBasedIntrinsicDimensionalityEstimator in elki.math.statistics.intrinsicdimensionality

Classes in elki.math.statistics.intrinsicdimensionality that implement DistanceBasedIntrinsicDimensionalityEstimator

Modifier and Type	Class	Description
class	ABIDEstimator	Angle based intrinsic dimensionality (ABID) estimator.
class	AggregatedHillEstimator	Estimator using the weighted average of multiple hill estimators.
class	EnsembleEstimator	Ensemble estimator taking the median of three of our best estimators.
class	GEDEstimator	Generalized Expansion Dimension for estimating the intrinsic dimensionality.
class	HillEstimator	Hill estimator of the intrinsic dimensionality (maximum likelihood estimator for ID).
class	LMomentsEstimator	Probability weighted moments based estimator using L-Moments.
class	MOMEstimator	Methods of moments estimator, using the first moment (i.e. average).
class	PWM2Estimator	Probability weighted moments based estimator, using the second moment.
class	PWMEstimator	Probability weighted moments based estimator.
class	RABIDEstimator	Raw angle based intrinsic dimensionality (RABID) estimator.
class	RVEstimator	Regularly Varying Functions estimator of the intrinsic dimensionality
class	ZipfEstimator	Zipf estimator (qq-estimator) of the intrinsic dimensionality.

Uses of DistanceBasedIntrinsicDimensionalityEstimator in elki.outlier.intrinsic

Fields in elki.outlier.intrinsic declared as DistanceBasedIntrinsicDimensionalityEstimator

Modifier and Type	Field	Description
protected DistanceBasedIntrinsicDimensionalityEstimator	ISOS.estimator	Estimator of intrinsic dimensionality.
protected DistanceBasedIntrinsicDimensionalityEstimator	ISOS.Par.estimator	Estimator of intrinsic dimensionality.

Constructors in elki.outlier.intrinsic with parameters of type DistanceBasedIntrinsicDimensionalityEstimator

Constructor	Description
ISOS(Distance<? super O> distance, int k, DistanceBasedIntrinsicDimensionalityEstimator estimator)	Constructor.

Uses of DistanceBasedIntrinsicDimensionalityEstimator in elki.projection

Fields in elki.projection declared as DistanceBasedIntrinsicDimensionalityEstimator

Modifier and Type	Field	Description
(package private) DistanceBasedIntrinsicDimensionalityEstimator	IntrinsicNearestNeighborAffinityMatrixBuilder.estimator	Estimator of intrinsic dimensionality.
(package private) DistanceBasedIntrinsicDimensionalityEstimator	IntrinsicNearestNeighborAffinityMatrixBuilder.Par.estimator	Estimator of intrinsic dimensionality.

Constructors in elki.projection with parameters of type DistanceBasedIntrinsicDimensionalityEstimator

Constructor	Description
IntrinsicNearestNeighborAffinityMatrixBuilder(Distance<? super O> distance, double perplexity, DistanceBasedIntrinsicDimensionalityEstimator estimator)	Constructor.