diff options
author | Erich Schubert <erich@debian.org> | 2013-10-29 20:02:37 +0100 |
---|---|---|
committer | Andrej Shadura <andrewsh@debian.org> | 2019-03-09 22:30:37 +0000 |
commit | ec7f409f6e795bbcc6f3c005687954e9475c600c (patch) | |
tree | fbf36c0ab791c556198b487ca40ae56ae5ab1ee5 /src/de/lmu/ifi/dbs/elki/algorithm/clustering/kmeans/PAMInitialMeans.java | |
parent | 974d4cf6d54cadc06258039f2cd0515cc34aeac6 (diff) | |
parent | 8300861dc4c62c5567a4e654976072f854217544 (diff) |
Import Debian changes 0.6.0~beta2-1
elki (0.6.0~beta2-1) unstable; urgency=low
* New upstream beta release.
* 3DPC extension is not yet included.
Diffstat (limited to 'src/de/lmu/ifi/dbs/elki/algorithm/clustering/kmeans/PAMInitialMeans.java')
-rw-r--r-- | src/de/lmu/ifi/dbs/elki/algorithm/clustering/kmeans/PAMInitialMeans.java | 12 |
1 files changed, 7 insertions, 5 deletions
diff --git a/src/de/lmu/ifi/dbs/elki/algorithm/clustering/kmeans/PAMInitialMeans.java b/src/de/lmu/ifi/dbs/elki/algorithm/clustering/kmeans/PAMInitialMeans.java index 1fc7160e..c7e1751f 100644 --- a/src/de/lmu/ifi/dbs/elki/algorithm/clustering/kmeans/PAMInitialMeans.java +++ b/src/de/lmu/ifi/dbs/elki/algorithm/clustering/kmeans/PAMInitialMeans.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2012 + Copyright (C) 2013 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team @@ -25,6 +25,8 @@ package de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans; import java.util.ArrayList; import java.util.List; +import de.lmu.ifi.dbs.elki.data.NumberVector; +import de.lmu.ifi.dbs.elki.database.Database; import de.lmu.ifi.dbs.elki.database.datastore.DataStoreFactory; import de.lmu.ifi.dbs.elki.database.datastore.DataStoreUtil; import de.lmu.ifi.dbs.elki.database.datastore.WritableDoubleDataStore; @@ -69,16 +71,16 @@ public class PAMInitialMeans<V, D extends NumberDistance<D, ?>> implements KMean } @Override - public List<V> chooseInitialMeans(Relation<V> relation, int k, PrimitiveDistanceFunction<? super V, ?> distanceFunction) { + public List<V> chooseInitialMeans(Database database, Relation<V> relation, int k, PrimitiveDistanceFunction<? super NumberVector<?>, ?> distanceFunction) { // Get a distance query if(!(distanceFunction.getDistanceFactory() instanceof NumberDistance)) { throw new AbortException("PAM initialization can only be used with numerical distances."); } @SuppressWarnings("unchecked") final PrimitiveDistanceFunction<? super V, D> distF = (PrimitiveDistanceFunction<? super V, D>) distanceFunction; - final DistanceQuery<V, D> distQ = relation.getDatabase().getDistanceQuery(relation, distF); + final DistanceQuery<V, D> distQ = database.getDistanceQuery(relation, distF); DBIDs medids = chooseInitialMedoids(k, distQ); - List<V> medoids = new ArrayList<V>(k); + List<V> medoids = new ArrayList<>(k); for(DBIDIter iter = medids.iter(); iter.valid(); iter.advance()) { medoids.add(relation.get(iter)); } @@ -179,7 +181,7 @@ public class PAMInitialMeans<V, D extends NumberDistance<D, ?>> implements KMean public static class Parameterizer<V, D extends NumberDistance<D, ?>> extends AbstractParameterizer { @Override protected PAMInitialMeans<V, D> makeInstance() { - return new PAMInitialMeans<V, D>(); + return new PAMInitialMeans<>(); } } }
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