Uses of Interface
elki.clustering.dbscan.predicates.NeighborPredicate
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Packages that use NeighborPredicate Package Description elki.clustering.dbscan DBSCAN and its generalizations.elki.clustering.dbscan.parallel Parallel versions of Generalized DBSCAN.elki.clustering.dbscan.predicates Neighbor and core predicated for Generalized DBSCAN.elki.clustering.uncertain Clustering algorithms for uncertain data. -
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Uses of NeighborPredicate in elki.clustering.dbscan
Fields in elki.clustering.dbscan declared as NeighborPredicate Modifier and Type Field Description protected NeighborPredicate<?>
GeneralizedDBSCAN. npred
The neighborhood predicate factory.protected NeighborPredicate<?>
GeneralizedDBSCAN.Par. npred
Neighborhood predicate.Constructors in elki.clustering.dbscan with parameters of type NeighborPredicate Constructor Description GeneralizedDBSCAN(NeighborPredicate<?> npred, CorePredicate<?> corepred, boolean coremodel)
Constructor for parameterized algorithm. -
Uses of NeighborPredicate in elki.clustering.dbscan.parallel
Fields in elki.clustering.dbscan.parallel declared as NeighborPredicate Modifier and Type Field Description protected NeighborPredicate<?>
ParallelGeneralizedDBSCAN. npred
The neighborhood predicate factory.protected NeighborPredicate<?>
ParallelGeneralizedDBSCAN.Par. npred
Neighborhood predicate.private NeighborPredicate<? extends T>
ParallelGeneralizedDBSCAN.Instance. npreds
Factory for neighbor predicates.Constructors in elki.clustering.dbscan.parallel with parameters of type NeighborPredicate Constructor Description Instance(Database database, NeighborPredicate<T> npreds, CorePredicate<? super T> corepred, boolean coremodel)
Full ConstructorParallelGeneralizedDBSCAN(NeighborPredicate<?> npred, CorePredicate<?> corepred, boolean coremodel)
Constructor for parameterized algorithm. -
Uses of NeighborPredicate in elki.clustering.dbscan.predicates
Classes in elki.clustering.dbscan.predicates that implement NeighborPredicate Modifier and Type Class Description class
AbstractRangeQueryNeighborPredicate<O,M,N>
Abstract local model neighborhood predicate.class
COPACNeighborPredicate
COPAC neighborhood predicate.class
EpsilonNeighborPredicate<O>
The default DBSCAN and OPTICS neighbor predicate, using an epsilon-neighborhood.class
ERiCNeighborPredicate
ERiC neighborhood predicate.class
FourCNeighborPredicate
4C identifies local subgroups of data objects sharing a uniform correlation.class
PreDeConNeighborPredicate
Neighborhood predicate used by PreDeCon.class
SimilarityNeighborPredicate<O>
The DBSCAN neighbor predicate for aSimilarity
, using all neighbors with a minimum similarity. -
Uses of NeighborPredicate in elki.clustering.uncertain
Classes in elki.clustering.uncertain that implement NeighborPredicate Modifier and Type Class Description class
FDBSCANNeighborPredicate
Density-based Clustering of Applications with Noise and Fuzzy objects (FDBSCAN) is an Algorithm to find sets in a fuzzy database that are density-connected with minimum probability.
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