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