Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm |
Algorithms suitable as a task for the
KDDTask main routine. |
de.lmu.ifi.dbs.elki.algorithm.benchmark |
Benchmarking pseudo algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering |
Clustering algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical | |
de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
|
de.lmu.ifi.dbs.elki.algorithm.outlier.lof |
LOF family of 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.)
|
tutorial.clustering |
Classes from the tutorial on implementing a custom k-means variation.
|
tutorial.outlier |
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 |
KNNBenchmarkAlgorithm.Parameterizer<O,D extends Distance<D>>
Parameterization class
|
static class |
RangeQueryBenchmarkAlgorithm.Parameterizer<O extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class
|
static class |
ValidateApproximativeKNNIndex.Parameterizer<O,D extends Distance<D>>
Parameterization class
|
Modifier and Type | Class and Description |
---|---|
static class |
CanopyPreClustering.Parameterizer<O,D extends Distance<D>>
Parameterization class
|
static class |
DBSCAN.Parameterizer<O,D extends Distance<D>>
Parameterization class.
|
static class |
DeLiClu.Parameterizer<NV extends NumberVector<?>,D extends Distance<D>>
Parameterization class.
|
static class |
NaiveMeanShiftClustering.Parameterizer<V extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterizer.
|
static class |
OPTICS.Parameterizer<O,D extends Distance<D>>
Parameterization class.
|
Modifier and Type | Class and Description |
---|---|
static class |
NaiveAgglomerativeHierarchicalClustering.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class
|
static class |
SLINK.Parameterizer<O,D extends Distance<D>>
Parameterization class.
|
Modifier and Type | Class and Description |
---|---|
static class |
AbstractDBOutlier.Parameterizer<O,D extends Distance<D>>
Parameterization class.
|
static class |
COP.Parameterizer<V extends NumberVector<?>,D extends NumberDistance<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 |
DWOF.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 |
ODIN.Parameterizer<O,D extends Distance<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.
|
static class |
SimpleCOP.Parameterizer<V extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class.
|
Modifier and Type | Class and Description |
---|---|
static class |
FlexibleLOF.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
INFLO.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
LDF.Parameterizer<O extends NumberVector<?>,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 |
SimpleKernelDensityLOF.Parameterizer<O extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
SimplifiedLOF.Parameterizer<O,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 |
AveragePrecisionAtK.Parameterizer<V extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
DistanceStatisticsWithClasses.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
EvaluateRankingQuality.Parameterizer<V extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class.
|
static class |
RankingQualityHistogram.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class.
|
Modifier and Type | Class and Description |
---|---|
static class |
NaiveAgglomerativeHierarchicalClustering1.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class
|
static class |
NaiveAgglomerativeHierarchicalClustering2.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class
|
static class |
NaiveAgglomerativeHierarchicalClustering3.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class
|
static class |
NaiveAgglomerativeHierarchicalClustering4.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class
|
Modifier and Type | Class and Description |
---|---|
static class |
DistanceStddevOutlier.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class
|