Package de.lmu.ifi.dbs.elki.algorithm.outlier

Outlier detection algorithms

See: Description

Interface Summary

Interface	Description
OutlierAlgorithm	Generic super interface for outlier detection algorithms.

Class Summary

Class	Description
COP<V extends NumberVector>	Correlation outlier probability: Outlier Detection in Arbitrarily Oriented Subspaces Reference: Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek Outlier Detection in Arbitrarily Oriented Subspaces 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 k, which specifies the number of the neighbors to be considered during the calculation of the DWOF score.
DWOF.Parameterizer<O>	Parameterization class.
GaussianModel<V extends NumberVector>	Outlier detection based on the probability density of the single normal 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 Summary

Enum	Description
COP.DistanceDist	Score type.

Package de.lmu.ifi.dbs.elki.algorithm.outlier Description

Outlier detection algorithms

See Also:

de.lmu.ifi.dbs.elki.algorithm