| 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. refpStores the reference point strategy | 
| private ReferencePointsHeuristic<V> | ReferenceBasedOutlierDetection.Parameterizer. refpStores 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. |