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IterativeMultiKMeans (Java Machine Learning Library 0.0.11)
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net.sf.javaml.clustering</FONT>
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Class IterativeMultiKMeans</H2>
<PRE>
java.lang.Object
<IMG SRC="../../../../resources/inherit.gif" ALT="extended by "><B>net.sf.javaml.clustering.IterativeMultiKMeans</B>
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<DT><B>All Implemented Interfaces:</B> <DD><A HREF="../../../../net/sf/javaml/clustering/Clusterer.html" title="interface in net.sf.javaml.clustering">Clusterer</A></DD>
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<DT><PRE>public class <B>IterativeMultiKMeans</B><DT>extends java.lang.Object<DT>implements <A HREF="../../../../net/sf/javaml/clustering/Clusterer.html" title="interface in net.sf.javaml.clustering">Clusterer</A></DL>
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This class implements an extension of KMeans, combining Iterative- en MultiKMeans. SKM will be run several iterations with a different k value, starting from kMin and increasing to kMax, and several iterations for each k. Each clustering result is evaluated with an evaluation score, the result with the best score will be returned as final result. XXX add reference XXX add pseudo code
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<DT><B>Author:</B></DT>
<DD>Thomas Abeel, Andreas De Rijcke</DD>
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<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/IterativeMultiKMeans.html#IterativeMultiKMeans(net.sf.javaml.clustering.evaluation.ClusterEvaluation)">IterativeMultiKMeans</A></B>(<A HREF="../../../../net/sf/javaml/clustering/evaluation/ClusterEvaluation.html" title="interface in net.sf.javaml.clustering.evaluation">ClusterEvaluation</A> ce)</CODE>
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default constructor</TD>
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<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/IterativeMultiKMeans.html#IterativeMultiKMeans(int, int, net.sf.javaml.clustering.evaluation.ClusterEvaluation)">IterativeMultiKMeans</A></B>(int kMin,
int kMax,
<A HREF="../../../../net/sf/javaml/clustering/evaluation/ClusterEvaluation.html" title="interface in net.sf.javaml.clustering.evaluation">ClusterEvaluation</A> ce)</CODE>
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XXX add doc</TD>
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<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/IterativeMultiKMeans.html#IterativeMultiKMeans(int, int, int, int, net.sf.javaml.distance.DistanceMeasure, net.sf.javaml.clustering.evaluation.ClusterEvaluation)">IterativeMultiKMeans</A></B>(int kMin,
int kMax,
int iterations,
int repeats,
<A HREF="../../../../net/sf/javaml/distance/DistanceMeasure.html" title="interface in net.sf.javaml.distance">DistanceMeasure</A> dm,
<A HREF="../../../../net/sf/javaml/clustering/evaluation/ClusterEvaluation.html" title="interface in net.sf.javaml.clustering.evaluation">ClusterEvaluation</A> ce)</CODE>
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XXX add doc</TD>
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