Uses of Interface
elki.math.statistics.intrinsicdimensionality.DistanceBasedIntrinsicDimensionalityEstimator
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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). -
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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 dimensionalityclass
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.
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