Interface | Description |
---|---|
OutlierAlgorithm |
Generic super interface for outlier detection algorithms.
|
Class | Description |
---|---|
COP<V extends NumberVector> |
Correlation outlier probability: Outlier Detection in Arbitrarily Oriented
Subspaces
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
Outlier Detection in Arbitrarily Oriented Subspaces in: Proc. |
COP.Parameterizer<V extends NumberVector> |
Parameterization class.
|
DWOF<O> |
Algorithm to compute dynamic-window outlier factors in a database based on a
specified parameter
DWOF.Parameterizer.K_ID (-dwof.k ). |
DWOF.Parameterizer<O> |
Parameterization class.
|
GaussianModel<V extends NumberVector> |
Outlier have smallest GMOD_PROB: the outlier scores is the
probability density of the assumed distribution.
|
GaussianModel.Parameterizer<V extends NumberVector> |
Parameterization class.
|
GaussianUniformMixture<V extends NumberVector> |
Outlier detection algorithm using a mixture model approach.
|
GaussianUniformMixture.Parameterizer<V extends NumberVector> |
Parameterization class.
|
OPTICSOF<O> |
Optics-OF outlier detection algorithm, an algorithm to find Local Outliers in
a database based on ideas from
OPTICSTypeAlgorithm clustering. |
OPTICSOF.Parameterizer<O> |
Parameterization class.
|
SimpleCOP<V extends NumberVector> |
Algorithm to compute local correlation outlier probability.
|
SimpleCOP.Parameterizer<V extends NumberVector> |
Parameterization class.
|
Enum | Description |
---|---|
COP.DistanceDist |
Score type.
|
Outlier detection algorithms
de.lmu.ifi.dbs.elki.algorithm
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.