| Package | Description |
|---|---|
| de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.anglebased |
Angle-based outlier detection algorithms.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.clustering |
Clustering based outlier detection.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.distance |
Distance-based outlier detection algorithms, such as DBOutlier and kNN.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.distance.parallel |
Parallel implementations of distance-based outlier detectors.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.lof |
LOF family of outlier detection algorithms.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.lof.parallel |
Parallelized variants of LOF.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.meta |
Meta outlier detection algorithms: external scores, score rescaling.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.spatial |
Spatial outlier detection algorithms
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.subspace |
Subspace outlier detection methods.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.svm |
Support-Vector-Machines for outlier detection.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.trivial |
Trivial outlier detection algorithms: no outliers, all outliers, label outliers.
|
| tutorial.outlier |
| Class and Description |
|---|
| COP
Correlation outlier probability: Outlier Detection in Arbitrarily Oriented
Subspaces
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
Outlier Detection in Arbitrarily Oriented Subspaces in: Proc. |
| COP.DistanceDist
Score type.
|
| DWOF
Algorithm to compute dynamic-window outlier factors in a database based on a
specified parameter
DWOF.Parameterizer.K_ID (-dwof.k). |
| GaussianModel
Outlier have smallest GMOD_PROB: the outlier scores is the
probability density of the assumed distribution.
|
| GaussianUniformMixture
Outlier detection algorithm using a mixture model approach.
|
| OPTICSOF
Optics-OF outlier detection algorithm, an algorithm to find Local Outliers in
a database based on ideas from
OPTICSTypeAlgorithm clustering. |
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
| SimpleCOP
Algorithm to compute local correlation outlier probability.
|
| Class and Description |
|---|
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
| Class and Description |
|---|
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
| Class and Description |
|---|
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
| Class and Description |
|---|
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
| Class and Description |
|---|
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
| Class and Description |
|---|
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
| Class and Description |
|---|
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
| Class and Description |
|---|
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
| Class and Description |
|---|
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
| Class and Description |
|---|
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
| Class and Description |
|---|
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
| Class and Description |
|---|
| OutlierAlgorithm
Generic super interface for outlier detection algorithms.
|
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.