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SOM (Java Machine Learning Library 0.0.11)
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SUMMARY: <A HREF="#nested_class_summary">NESTED</A> | FIELD | <A HREF="#constructor_summary">CONSTR</A> | <A HREF="#method_summary">METHOD</A></FONT></TD>
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net.sf.javaml.clustering</FONT>
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Class SOM</H2>
<PRE>
java.lang.Object
<IMG SRC="../../../../resources/inherit.gif" ALT="extended by "><B>net.sf.javaml.clustering.SOM</B>
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<DL>
<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>SOM</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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<P>
An implementation of the Self Organizing Maps algorithm as proposed by Kohonen. This implementation is derived from the Bachelor thesis of Tomi Suuronen titled "Java2 implementation of Self-Organizing Maps based on Neural Networkds utilizing XML based Application Languages for Information Exchange and Visualization.". (http://javasom.sourceforge.net/)
<P>
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<DL>
<DT><B>Author:</B></DT>
<DD>Tomi Suuronen, Thomas Abeel</DD>
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<B>Nested Class Summary</B></FONT></TH>
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<CODE> class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/SOM.GridDataset.html" title="class in net.sf.javaml.clustering">SOM.GridDataset</A></B></CODE>
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<CODE>static class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/SOM.GridType.html" title="enum in net.sf.javaml.clustering">SOM.GridType</A></B></CODE>
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<CODE> class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/SOM.InputVectors.html" title="class in net.sf.javaml.clustering">SOM.InputVectors</A></B></CODE>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/SOM.JSomLabeling.html" title="class in net.sf.javaml.clustering">SOM.JSomLabeling</A></B></CODE>
<BR>
</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/SOM.JSomMath.html" title="class in net.sf.javaml.clustering">SOM.JSomMath</A></B></CODE>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/SOM.JSomTraining.html" title="class in net.sf.javaml.clustering">SOM.JSomTraining</A></B></CODE>
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<CODE>static class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/SOM.LearningType.html" title="enum in net.sf.javaml.clustering">SOM.LearningType</A></B></CODE>
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<CODE>static class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/SOM.NeighbourhoodFunction.html" title="enum in net.sf.javaml.clustering">SOM.NeighbourhoodFunction</A></B></CODE>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/SOM.SomNode.html" title="class in net.sf.javaml.clustering">SOM.SomNode</A></B></CODE>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../net/sf/javaml/clustering/SOM.WeightVectors.html" title="class in net.sf.javaml.clustering">SOM.WeightVectors</A></B></CODE>
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