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