Uses of Package
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan

Packages that use de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan

Package	Description
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation	Correlation clustering algorithms
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan	Generalized DBSCAN Generalized DBSCAN is an abstraction of the original DBSCAN idea, that allows the use of arbitrary "neighborhood" and "core point" predicates.
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan.parallel	Parallel versions of Generalized DBSCAN.
de.lmu.ifi.dbs.elki.algorithm.clustering.subspace	Axis-parallel subspace clustering algorithms The clustering algorithms in this package are instances of both, projected clustering algorithms or subspace clustering algorithms according to the classical but somewhat obsolete classification schema of clustering algorithms for axis-parallel subspaces.
de.lmu.ifi.dbs.elki.algorithm.clustering.uncertain	Clustering algorithms for uncertain data.

Classes in de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan used by de.lmu.ifi.dbs.elki.algorithm.clustering.correlation

Class and Description
ERiCNeighborPredicate.Instance Instance for a particular data set.
GeneralizedDBSCAN Generalized DBSCAN, density-based clustering with noise.

Classes in de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan used by de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan

Class and Description
AbstractRangeQueryNeighborPredicate Abstract local model neighborhood predicate.
AbstractRangeQueryNeighborPredicate.Instance Instance for a particular data set.
COPACNeighborPredicate COPAC neighborhood predicate.
COPACNeighborPredicate.COPACModel Model used by COPAC for core point property.
COPACNeighborPredicate.Instance Instance for a particular data set.
CorePredicate Predicate for GeneralizedDBSCAN to evaluate whether a point is a core point or not.
CorePredicate.Instance Instance for a particular data set.
EpsilonNeighborPredicate The default DBSCAN and OPTICS neighbor predicate, using an epsilon-neighborhood.
EpsilonNeighborPredicate.Instance Instance for a particular data set.
ERiCNeighborPredicate ERiC neighborhood predicate.
ERiCNeighborPredicate.Instance Instance for a particular data set.
FourCCorePredicate The 4C core point predicate.
FourCCorePredicate.Instance Instance for a particular data set.
FourCNeighborPredicate 4C identifies local subgroups of data objects sharing a uniform correlation.
FourCNeighborPredicate.Instance Instance for a particular data set.
GeneralizedDBSCAN Generalized DBSCAN, density-based clustering with noise.
LSDBC Locally Scaled Density Based Clustering.
MinPtsCorePredicate The DBSCAN default core point predicate -- having at least MinPtsCorePredicate.minpts neighbors.
MinPtsCorePredicate.Instance Instance for a particular data set.
NeighborPredicate Get the neighbors of an object Note the Factory/Instance split of this interface.
NeighborPredicate.Instance Instance for a particular data set.
PreDeConCorePredicate The PreDeCon core point predicate -- having at least minpts. neighbors, and a maximum preference dimensionality of lambda.
PreDeConCorePredicate.Instance Instance for a particular data set.
PreDeConNeighborPredicate Neighborhood predicate used by PreDeCon.
PreDeConNeighborPredicate.Instance Instance for a particular data set.
PreDeConNeighborPredicate.PreDeConModel Model used by PreDeCon for core point property.
SimilarityNeighborPredicate The DBSCAN neighbor predicate for a SimilarityFunction, using all neighbors with a minimum similarity.
SimilarityNeighborPredicate.Instance Instance for a particular data set.

Classes in de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan used by de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan.parallel

Class and Description
CorePredicate Predicate for GeneralizedDBSCAN to evaluate whether a point is a core point or not.
CorePredicate.Instance Instance for a particular data set.
NeighborPredicate Get the neighbors of an object Note the Factory/Instance split of this interface.
NeighborPredicate.Instance Instance for a particular data set.

Classes in de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan used by de.lmu.ifi.dbs.elki.algorithm.clustering.subspace

Class and Description
GeneralizedDBSCAN Generalized DBSCAN, density-based clustering with noise.

Classes in de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan used by de.lmu.ifi.dbs.elki.algorithm.clustering.uncertain

Class and Description
GeneralizedDBSCAN Generalized DBSCAN, density-based clustering with noise.
NeighborPredicate Get the neighbors of an object Note the Factory/Instance split of this interface.
NeighborPredicate.Instance Instance for a particular data set.