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Packages that use CLIQUESubspace | |
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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.subspace.clique | Helper classes for the CLIQUE algorithm. |
Uses of CLIQUESubspace in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace |
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Fields in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace with type parameters of type CLIQUESubspace | |
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private Clustering<CLIQUESubspace<V>> |
CLIQUE.result
The result of the algorithm; |
Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace that return types with arguments of type CLIQUESubspace | |
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private Map<CLIQUESubspace<V>,Set<Integer>> |
CLIQUE.determineClusters(Database<V> database,
SortedSet<CLIQUESubspace<V>> denseSubspaces)
Determines the clusters in the specified dense subspaces. |
private SortedSet<CLIQUESubspace<V>> |
CLIQUE.findDenseSubspaceCandidates(Database<V> database,
Set<CLIQUESubspace<V>> denseSubspaces)
Determines the k-dimensional dense subspace candidates. |
private SortedSet<CLIQUESubspace<V>> |
CLIQUE.findDenseSubspaces(Database<V> database,
SortedSet<CLIQUESubspace<V>> denseSubspaces)
Determines the k>1 dimensional dense subspaces and performs a pruning if this option is chosen. |
private SortedSet<CLIQUESubspace<V>> |
CLIQUE.findOneDimensionalDenseSubspaceCandidates(Database<V> database)
Determines the one-dimensional dense subspace candidates by making a pass over the database. |
private SortedSet<CLIQUESubspace<V>> |
CLIQUE.findOneDimensionalDenseSubspaces(Database<V> database)
Determines the one dimensional dense subspaces and performs a pruning if this option is chosen. |
Clustering<CLIQUESubspace<V>> |
CLIQUE.getResult()
Returns the result of the algorithm. |
private SortedSet<CLIQUESubspace<V>> |
CLIQUE.pruneDenseSubspaces(SortedSet<CLIQUESubspace<V>> denseSubspaces)
Performs a MDL-based pruning of the specified dense sunspaces as described in the CLIQUE algorithm. |
protected Clustering<CLIQUESubspace<V>> |
CLIQUE.runInTime(Database<V> database)
Performs the CLIQUE algorithm on the given database. |
Method parameters in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace with type arguments of type CLIQUESubspace | |
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private double[][] |
CLIQUE.computeDiffs(SortedSet<CLIQUESubspace<V>> denseSubspaces,
int[] mi,
int[] mp)
The specified sorted set of dense subspaces is divided into the selected set I and the pruned set P. |
private int[][] |
CLIQUE.computeMeans(SortedSet<CLIQUESubspace<V>> denseSubspaces)
The specified sorted set of dense subspaces is divided into the selected set I and the pruned set P. |
private Map<CLIQUESubspace<V>,Set<Integer>> |
CLIQUE.determineClusters(Database<V> database,
SortedSet<CLIQUESubspace<V>> denseSubspaces)
Determines the clusters in the specified dense subspaces. |
private SortedSet<CLIQUESubspace<V>> |
CLIQUE.findDenseSubspaceCandidates(Database<V> database,
Set<CLIQUESubspace<V>> denseSubspaces)
Determines the k-dimensional dense subspace candidates. |
private SortedSet<CLIQUESubspace<V>> |
CLIQUE.findDenseSubspaces(Database<V> database,
SortedSet<CLIQUESubspace<V>> denseSubspaces)
Determines the k>1 dimensional dense subspaces and performs a pruning if this option is chosen. |
private SortedSet<CLIQUESubspace<V>> |
CLIQUE.pruneDenseSubspaces(SortedSet<CLIQUESubspace<V>> denseSubspaces)
Performs a MDL-based pruning of the specified dense sunspaces as described in the CLIQUE algorithm. |
Uses of CLIQUESubspace in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace.clique |
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Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace.clique that return CLIQUESubspace | |
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CLIQUESubspace<V> |
CLIQUESubspace.join(CLIQUESubspace<V> other,
double all,
double tau)
Joins this subspace with the specified subspace. |
Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace.clique that return types with arguments of type CLIQUESubspace | |
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Map<CLIQUESubspace<V>,Set<Integer>> |
CLIQUESubspace.determineClusters(Database<V> database)
Determines all clusters in this subspace by performing a depth-first search algorithm to find connected dense units. |
Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace.clique with parameters of type CLIQUESubspace | |
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int |
CLIQUESubspace.compareTo(CLIQUESubspace<V> other)
Compares this subspace with the specified subspace for order. |
CLIQUESubspace<V> |
CLIQUESubspace.join(CLIQUESubspace<V> other,
double all,
double tau)
Joins this subspace with the specified subspace. |
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