| Package | Description | 
|---|---|
| de.lmu.ifi.dbs.elki.algorithm.outlier | 
 Outlier detection algorithms 
 | 
| de.lmu.ifi.dbs.elki.utilities.referencepoints | 
 Package containing strategies to obtain reference points
 
 Shared code for various algorithms that use reference points. 
 | 
| Modifier and Type | Field and Description | 
|---|---|
private ReferencePointsHeuristic<V> | 
ReferenceBasedOutlierDetection.refp
Stores the reference point strategy 
 | 
private ReferencePointsHeuristic<V> | 
ReferenceBasedOutlierDetection.Parameterizer.refp
Stores the reference point strategy 
 | 
| Constructor and Description | 
|---|
ReferenceBasedOutlierDetection(int k,
                              DistanceFunction<V,D> distanceFunction,
                              ReferencePointsHeuristic<V> refp)
Constructor with parameters. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
class  | 
AxisBasedReferencePoints<V extends NumberVector<?>>
Strategy to pick reference points by placing them on the axis ends. 
 | 
class  | 
FullDatabaseReferencePoints<O extends NumberVector<?>>
Strategy to use the complete database as reference points. 
 | 
class  | 
GridBasedReferencePoints<V extends NumberVector<?>>
Grid-based strategy to pick reference points. 
 | 
class  | 
RandomGeneratedReferencePoints<V extends NumberVector<?>>
Reference points generated randomly within the used data space. 
 | 
class  | 
RandomSampleReferencePoints<V extends NumberVector<?>>
Random-Sampling strategy for picking reference points. 
 | 
class  | 
StarBasedReferencePoints<V extends NumberVector<?>>
Star-based strategy to pick reference points. 
 |