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authorErich Schubert <erich@debian.org>2013-10-29 20:02:37 +0100
committerAndrej Shadura <andrewsh@debian.org>2019-03-09 22:30:37 +0000
commitec7f409f6e795bbcc6f3c005687954e9475c600c (patch)
treefbf36c0ab791c556198b487ca40ae56ae5ab1ee5 /src/de/lmu/ifi/dbs/elki/algorithm/clustering/kmeans/PAMInitialMeans.java
parent974d4cf6d54cadc06258039f2cd0515cc34aeac6 (diff)
parent8300861dc4c62c5567a4e654976072f854217544 (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.java12
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<>();
}
}
} \ No newline at end of file