Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm |
Algorithms suitable as a task for the
KDDTask main routine. |
de.lmu.ifi.dbs.elki.algorithm.clustering |
Clustering algorithms
Clustering algorithms are supposed to implement the
Algorithm -Interface. |
de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
|
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial |
Spatial outlier detection algorithms
|
de.lmu.ifi.dbs.elki.algorithm.statistics |
Statistical analysis algorithms
The algorithms in this package perform statistical analysis of the data
(e.g. compute distributions, distance distributions etc.)
|
Modifier and Type | Class and Description |
---|---|
static class |
KNNDistanceOrder.Parameterizer<O,D extends Distance<D>>
Parameterization class.
|
static class |
MaterializeDistances.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
Modifier and Type | Class and Description |
---|---|
static class |
DBSCAN.Parameterizer<O,D extends Distance<D>>
Parameterization class.
|
static class |
DeLiClu.Parameterizer<NV extends NumberVector<NV,?>,D extends Distance<D>>
Parameterization class.
|
static class |
OPTICS.Parameterizer<O,D extends Distance<D>>
Parameterization class.
|
static class |
SLINK.Parameterizer<O,D extends Distance<D>>
Parameterization class.
|
Modifier and Type | Class and Description |
---|---|
static class |
ABOD.Parameterizer<V extends NumberVector<V,?>>
Parameterization class.
|
static class |
AbstractDBOutlier.Parameterizer<O,D extends Distance<D>>
Parameterization class.
|
static class |
DBOutlierDetection.Parameterizer<O,D extends Distance<D>>
Parameterization class.
|
static class |
DBOutlierScore.Parameterizer<O,D extends Distance<D>>
Parameterization class.
|
static class |
INFLO.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
KNNOutlier.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
KNNWeightOutlier.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
LDOF.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
LOCI.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
LOF.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
OnlineLOF.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
OPTICSOF.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
ReferenceBasedOutlierDetection.Parameterizer<V extends NumberVector<?,?>,D extends NumberDistance<D,?>>
Parameterization class.
|
Modifier and Type | Class and Description |
---|---|
static class |
CTLuGLSBackwardSearchAlgorithm.Parameterizer<V extends NumberVector<?,?>,D extends NumberDistance<D,?>>
Parameterization class
|
static class |
CTLuRandomWalkEC.Parameterizer<N,D extends NumberDistance<D,?>>
Parameterization class.
|
Modifier and Type | Class and Description |
---|---|
static class |
DistanceStatisticsWithClasses.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
EvaluateRankingQuality.Parameterizer<V extends NumberVector<V,?>,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
RankingQualityHistogram.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|