AbstractDBOutlier 
Simple distance based outlier detection algorithms.

AbstractDBOutlier.Par 
Parameterization class.

DBOutlierDetection 
Simple distanced based outlier detection algorithm.

DBOutlierScore 
Compute percentage of neighbors in the given neighborhood with size d.

HilOut 
Fast Outlier Detection in High Dimensional Spaces

HilOut.HilbertFeatures 
Class organizing the data points along a hilbert curve.

HilOut.HilFeature 
Hilbert representation of a single object.

HilOut.ScoreType 
Type of output: all scores (upper bounds) or top n only

KNNDD 
Nearest Neighbor Data Description.

KNNOutlier 
Outlier Detection based on the distance of an object to its k nearest
neighbor.

KNNSOS 
kNNbased adaption of Stochastic Outlier Selection.

KNNWeightOutlier 
Outlier Detection based on the accumulated distances of a point to its k
nearest neighbors.

LocalIsolationCoefficient 
The Local Isolation Coefficient is the sum of the kNN distance and the
average distance to its k nearest neighbors.

ODIN 
Outlier detection based on the indegree of the kNN graph.

ReferenceBasedOutlierDetection 
ReferenceBased Outlier Detection algorithm, an algorithm that computes kNN
distances approximately, using reference points.

SOS 
Stochastic Outlier Selection.
