Package elki.outlier.density

Density-based outlier detection algorithms.

For methods using distance as a proxy for density, see package elki.outlier.distance. For methods based on local density, see package elki.outlier.lof instead.

Class Summary

Class	Description
HySortOD	Hypercube-Based Outlier Detection.
HySortOD.DensityStrategy	Strategy for compute density.
HySortOD.Hypercube	Bounded regions of the space where at least one instance exists.
HySortOD.NaiveStrategy	Naive strategy for computing density.
HySortOD.TreeStrategy	Tree strategy for computing density.
HySortOD.TreeStrategy.Node	Tree node.
IsolationForest	Isolation-Based Anomaly Detection.
IsolationForest.ForestBuilder	Class to build the forest
IsolationForest.Node	Minimalistic tree node for the isolation forest.
IsolationForest.Par	Parameterization class