Outlier detection algorithms.
- See Also:
Interface Summary Interface Description OutlierAlgorithmGeneric 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. GaussianModelOutlier detection based on the probability density of the single normal distribution. GaussianModel.ParParameterization class. GaussianUniformMixtureOutlier detection algorithm using a mixture model approach. GaussianUniformMixture.ParParameterization class. OPTICSOF<O>OPTICS-OF outlier detection algorithm, an algorithm to find Local Outliers in a database based on ideas from
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.DistanceDistScore type.