Package | Description |
---|---|
de.lmu.ifi.dbs.elki.math.statistics.intrinsicdimensionality |
Methods for estimating the intrinsic dimensionality.
|
Modifier and Type | Class and Description |
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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 |
ZipfEstimator
Zipf estimator (qq-estimator) of the intrinsic dimensionality.
|
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.