Package elki.outlier.clustering

Clustering based outlier detection.

Class Summary

Class	Description
CBLOF<O extends NumberVector>	Cluster-based local outlier factor (CBLOF).
DBSCANOutlierDetection	Outlier detection algorithm using DBSCAN Clustering.
DBSCANOutlierDetection.Par	Parameterizer.
EMOutlier<V extends NumberVector>	Outlier detection algorithm using EM Clustering.
EMOutlier.Par<V extends NumberVector>	Parameterization class.
GLOSH	Global-Local Outlier Scores from Hierarchies.
GLOSH.Par	Parameterization class.
KMeansMinusMinusOutlierDetection	k-means--: A Unified Approach to Clustering and Outlier Detection.
KMeansMinusMinusOutlierDetection.Par	Parameterizer.
KMeansOutlierDetection<O extends NumberVector>	Outlier detection by using k-means clustering.
NoiseAsOutliers	Noise as outliers, from a clustering algorithm.
NoiseAsOutliers.Par	Parameterizer.
SilhouetteOutlierDetection<O>	Outlier detection by using the Silhouette Coefficients.

Enum Summary

Enum	Description
KMeansOutlierDetection.Rule	Outlier scoring rule