See: Description
| Interface | Description |
|---|---|
| IntrinsicDimensionalityEstimator |
Estimate the intrinsic dimensionality from a distance list.
|
| Class | Description |
|---|---|
| AggregatedHillEstimator |
Estimator using the weighted average of multiple hill estimators.
|
| AggregatedHillEstimator.Parameterizer |
Parameterization class.
|
| ALIDEstimator |
ALID estimator of the intrinsic dimensionality (maximum likelihood estimator
for ID using auxiliary distances).
|
| ALIDEstimator.Parameterizer |
Parameterization class.
|
| EnsembleEstimator |
Ensemble estimator taking the median of three of our best estimators.
|
| GEDEstimator |
Generalized Expansion Dimension for estimating the intrinsic dimensionality.
|
| GEDEstimator.Parameterizer |
Parameterization class.
|
| HillEstimator |
Hill estimator of the intrinsic dimensionality (maximum likelihood estimator
for ID).
|
| HillEstimator.Parameterizer |
Parameterization class.
|
| LMomentsEstimator |
Probability weighted moments based estimator using L-Moments.
|
| LMomentsEstimator.Parameterizer |
Parameterization class.
|
| LMomentsEstimator.ReverseAdapter<A> |
Adapter to process an array in reverse order.
|
| MOMEstimator |
Methods of moments estimator, using the first moment (i.e. average).
|
| MOMEstimator.Parameterizer |
Parameterization class.
|
| PWM2Estimator |
Probability weighted moments based estimator, using the second moment.
|
| PWM2Estimator.Parameterizer |
Parameterization class.
|
| PWMEstimator |
Probability weighted moments based estimator.
|
| PWMEstimator.Parameterizer |
Parameterization class.
|
| RVEstimator |
Regularly Varying Functions estimator of the intrinsic dimensionality
Reference:
L.
|
| RVEstimator.Parameterizer |
Parameterization class.
|
| ZipfEstimator |
Zipf estimator (qq-estimator) of the intrinsic dimensionality.
|
| ZipfEstimator.Parameterizer |
Parameterization class.
|
Copyright © 2019 ELKI Development Team. License information.