Uses of Package
elki.math.statistics.intrinsicdimensionality

Packages that use elki.math.statistics.intrinsicdimensionality

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.
elki.projection	Data projections (see also preprocessing filters for basic projections).

Classes in elki.math.statistics.intrinsicdimensionality used by elki.application.statistics

Class	Description
IntrinsicDimensionalityEstimator	Estimate the intrinsic dimensionality from a distance list.

Classes in elki.math.statistics.intrinsicdimensionality used by elki.math.statistics.intrinsicdimensionality

Class	Description
ABIDEstimator	Angle based intrinsic dimensionality (ABID) estimator.
AggregatedHillEstimator	Estimator using the weighted average of multiple hill estimators.
ALIDEstimator	ALID estimator of the intrinsic dimensionality (maximum likelihood estimator for ID using auxiliary distances).
DistanceBasedIntrinsicDimensionalityEstimator	Distance-based ID estimator.
EnsembleEstimator	Ensemble estimator taking the median of three of our best estimators.
GEDEstimator	Generalized Expansion Dimension for estimating the intrinsic dimensionality.
HillEstimator	Hill estimator of the intrinsic dimensionality (maximum likelihood estimator for ID).
IntrinsicDimensionalityEstimator	Estimate the intrinsic dimensionality from a distance list.
LMomentsEstimator	Probability weighted moments based estimator using L-Moments.
LPCAEstimator	Local PCA based ID estimator.
MOMEstimator	Methods of moments estimator, using the first moment (i.e. average).
PWM2Estimator	Probability weighted moments based estimator, using the second moment.
PWMEstimator	Probability weighted moments based estimator.
RABIDEstimator	Raw angle based intrinsic dimensionality (RABID) estimator.
RVEstimator	Regularly Varying Functions estimator of the intrinsic dimensionality
TightLIDEstimator	TightLID Estimator (TLE) of the intrinsic dimensionality (maximum likelihood estimator for ID using auxiliary distances).
ZipfEstimator	Zipf estimator (qq-estimator) of the intrinsic dimensionality.

Classes in elki.math.statistics.intrinsicdimensionality used by elki.outlier.intrinsic

Class	Description
DistanceBasedIntrinsicDimensionalityEstimator	Distance-based ID estimator.
IntrinsicDimensionalityEstimator	Estimate the intrinsic dimensionality from a distance list.

Classes in elki.math.statistics.intrinsicdimensionality used by elki.projection

Class	Description
DistanceBasedIntrinsicDimensionalityEstimator	Distance-based ID estimator.