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

Packages that use IntrinsicDimensionalityEstimator

Package	Description
elki.application.statistics	Applications to compute some basic data set statistics.
elki.math.statistics.intrinsicdimensionality	Methods for estimating the intrinsic dimensionality.
elki.outlier.intrinsic	Outlier detection algorithms based on intrinsic dimensionality.

Uses of IntrinsicDimensionalityEstimator in elki.application.statistics

Fields in elki.application.statistics declared as IntrinsicDimensionalityEstimator

Modifier and Type	Field	Description
protected IntrinsicDimensionalityEstimator<? super O>	EstimateIntrinsicDimensionality.estimator	Estimation method.
protected IntrinsicDimensionalityEstimator<? super O>	EstimateIntrinsicDimensionality.Par.estimator	Estimation method.

Constructors in elki.application.statistics with parameters of type IntrinsicDimensionalityEstimator

Constructor	Description
EstimateIntrinsicDimensionality(InputStep inputstep, Distance<? super O> distance, IntrinsicDimensionalityEstimator<? super O> estimator, double krate, double samples)	Constructor.

Uses of IntrinsicDimensionalityEstimator in elki.math.statistics.intrinsicdimensionality

Subinterfaces of IntrinsicDimensionalityEstimator in elki.math.statistics.intrinsicdimensionality

Modifier and Type	Interface	Description
interface	DistanceBasedIntrinsicDimensionalityEstimator	Distance-based ID estimator.

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

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	ALIDEstimator	ALID estimator of the intrinsic dimensionality (maximum likelihood estimator for ID using auxiliary distances).
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	LPCAEstimator	Local PCA based ID estimator.
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	TightLIDEstimator	TightLID Estimator (TLE) of the intrinsic dimensionality (maximum likelihood estimator for ID using auxiliary distances).
class	ZipfEstimator	Zipf estimator (qq-estimator) of the intrinsic dimensionality.

Uses of IntrinsicDimensionalityEstimator in elki.outlier.intrinsic

Fields in elki.outlier.intrinsic declared as IntrinsicDimensionalityEstimator

Modifier and Type	Field	Description
protected IntrinsicDimensionalityEstimator<? super O>	IDOS.estimator	Estimator for intrinsic dimensionality.
protected IntrinsicDimensionalityEstimator<? super O>	IDOS.Par.estimator	Estimator for intrinsic dimensionality.
protected IntrinsicDimensionalityEstimator<? super O>	LID.estimator	Estimator for intrinsic dimensionality.
protected IntrinsicDimensionalityEstimator<? super O>	LID.Par.estimator	Estimator for intrinsic dimensionality.

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

Constructor	Description
IDOS(Distance<? super O> distance, IntrinsicDimensionalityEstimator<? super O> estimator, int kc, int kr)	Constructor.
LID(Distance<? super O> distance, int k, IntrinsicDimensionalityEstimator<? super O> estimator)	Constructor.