Uses of Package
de.lmu.ifi.dbs.elki.math.statistics.intrinsicdimensionality

Packages that use de.lmu.ifi.dbs.elki.math.statistics.intrinsicdimensionality

Package	Description
de.lmu.ifi.dbs.elki.algorithm.outlier.intrinsic	Outlier detection algorithms based on intrinsic dimensionality.
de.lmu.ifi.dbs.elki.algorithm.statistics	Statistical analysis algorithms.
de.lmu.ifi.dbs.elki.math.statistics.intrinsicdimensionality	Methods for estimating the intrinsic dimensionality.

Classes in de.lmu.ifi.dbs.elki.math.statistics.intrinsicdimensionality used by de.lmu.ifi.dbs.elki.algorithm.outlier.intrinsic

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

Classes in de.lmu.ifi.dbs.elki.math.statistics.intrinsicdimensionality used by de.lmu.ifi.dbs.elki.algorithm.statistics

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

Classes in de.lmu.ifi.dbs.elki.math.statistics.intrinsicdimensionality used by de.lmu.ifi.dbs.elki.math.statistics.intrinsicdimensionality

Class and Description
AbstractIntrinsicDimensionalityEstimator Abstract base class for ID estimators.
AggregatedHillEstimator Estimator using the weighted average of multiple hill estimators.
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.
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.
RVEstimator Regularly Varying Functions estimator of the intrinsic dimensionality Reference: L.
ZipfEstimator Zipf estimator (qq-estimator) of the intrinsic dimensionality.