Package elki.outlier

Outlier detection algorithms.

See Also:

elki.algorithm

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
COP.Par<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.
GaussianModel	Outlier detection based on the probability density of the single normal distribution.
GaussianModel.Par	Parameterization class.
GaussianUniformMixture	Outlier detection algorithm using a mixture model approach.
GaussianUniformMixture.Par	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.Par<O>	Parameterization class.
SimpleCOP<V extends NumberVector>	Algorithm to compute local correlation outlier probability.
SimpleCOP.Par<V extends NumberVector>	Parameterization class.

Enum Summary

Enum	Description
COP.DistanceDist	Score type.