diff options
Diffstat (limited to 'elki/src/main/java/de/lmu/ifi/dbs/elki/algorithm/clustering/trivial/ByLabelClustering.java')
-rw-r--r-- | elki/src/main/java/de/lmu/ifi/dbs/elki/algorithm/clustering/trivial/ByLabelClustering.java | 41 |
1 files changed, 25 insertions, 16 deletions
diff --git a/elki/src/main/java/de/lmu/ifi/dbs/elki/algorithm/clustering/trivial/ByLabelClustering.java b/elki/src/main/java/de/lmu/ifi/dbs/elki/algorithm/clustering/trivial/ByLabelClustering.java index 29006f01..d2ba1b38 100644 --- a/elki/src/main/java/de/lmu/ifi/dbs/elki/algorithm/clustering/trivial/ByLabelClustering.java +++ b/elki/src/main/java/de/lmu/ifi/dbs/elki/algorithm/clustering/trivial/ByLabelClustering.java @@ -47,6 +47,7 @@ import de.lmu.ifi.dbs.elki.database.ids.HashSetModifiableDBIDs; import de.lmu.ifi.dbs.elki.database.ids.ModifiableDBIDs; import de.lmu.ifi.dbs.elki.database.relation.Relation; import de.lmu.ifi.dbs.elki.logging.Logging; +import de.lmu.ifi.dbs.elki.utilities.Alias; import de.lmu.ifi.dbs.elki.utilities.documentation.Description; import de.lmu.ifi.dbs.elki.utilities.documentation.Title; import de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer; @@ -65,16 +66,18 @@ import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters.PatternParameter; * * If an assignment of an object to multiple clusters is desired, the labels of * the object indicating the clusters need to be separated by blanks and the - * flag {@link #MULTIPLE_ID} needs to be set. + * flag {@link Parameterizer#MULTIPLE_ID} needs to be set. * * TODO: handling of data sets with no labels? * * @author Erich Schubert + * @since 0.2 * * @apiviz.uses de.lmu.ifi.dbs.elki.data.ClassLabel */ @Title("Clustering by label") @Description("Cluster points by a (pre-assigned!) label. For comparing results with a reference clustering.") +@Alias("de.lmu.ifi.dbs.elki.algorithm.clustering.ByLabelClustering") public class ByLabelClustering extends AbstractAlgorithm<Clustering<Model>> implements ClusteringAlgorithm<Clustering<Model>> { /** * The logger for this class. @@ -82,24 +85,12 @@ public class ByLabelClustering extends AbstractAlgorithm<Clustering<Model>> impl private static final Logging LOG = Logging.getLogger(ByLabelClustering.class); /** - * Flag to indicate that multiple cluster assignment is possible. If an - * assignment to multiple clusters is desired, the labels indicating the - * clusters need to be separated by blanks. - */ - public static final OptionID MULTIPLE_ID = new OptionID("bylabelclustering.multiple", "Flag to indicate that only subspaces with large coverage " + "(i.e. the fraction of the database that is covered by the dense units) " + "are selected, the rest will be pruned."); - - /** - * Pattern to recognize noise clusters by. - */ - public static final OptionID NOISE_ID = new OptionID("bylabelclustering.noise", "Pattern to recognize noise classes by their label."); - - /** - * Holds the value of {@link #MULTIPLE_ID}. + * Allow multiple cluster assignment. */ private boolean multiple; /** - * Holds the value of {@link #NOISE_ID}. + * Pattern to recognize noise clusters by. */ private Pattern noisepattern = null; @@ -248,8 +239,26 @@ public class ByLabelClustering extends AbstractAlgorithm<Clustering<Model>> impl * @apiviz.exclude */ public static class Parameterizer extends AbstractParameterizer { + /** + * Flag to indicate that multiple cluster assignment is possible. If an + * assignment to multiple clusters is desired, the labels indicating the + * clusters need to be separated by blanks. + */ + public static final OptionID MULTIPLE_ID = new OptionID("bylabelclustering.multiple", "Flag to indicate that only subspaces with large coverage " + "(i.e. the fraction of the database that is covered by the dense units) " + "are selected, the rest will be pruned."); + + /** + * Parameter to specify the pattern to recognize noise clusters by. + */ + public static final OptionID NOISE_ID = new OptionID("bylabelclustering.noise", "Pattern to recognize noise classes by their label."); + + /** + * Allow multiple cluster assignment. + */ protected boolean multiple; + /** + * Pattern to recognize noise clusters by. + */ protected Pattern noisepat; @Override @@ -272,4 +281,4 @@ public class ByLabelClustering extends AbstractAlgorithm<Clustering<Model>> impl return new ByLabelClustering(multiple, noisepat); } } -}
\ No newline at end of file +} |