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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"><!--NewPage--><HTML><HEAD><!-- Generated by javadoc (build 1.5.0_13) on Mon Jul 14 01:36:54 CEST 2008 --><TITLE>com.rapidminer.operator.learner.clustering (RapidMiner Class Documentation)</TITLE><META NAME="keywords" CONTENT="com.rapidminer.operator.learner.clustering package"><LINK REL ="stylesheet" TYPE="text/css" HREF="../../../../../stylesheet.css" TITLE="Style"><SCRIPT type="text/javascript">function windowTitle(){ parent.document.title="com.rapidminer.operator.learner.clustering (RapidMiner Class Documentation)";}</SCRIPT><NOSCRIPT></NOSCRIPT></HEAD><BODY BGCOLOR="white" onload="windowTitle();"><!-- ========= START OF TOP NAVBAR ======= --><A NAME="navbar_top"><!-- --></A><A HREF="#skip-navbar_top" title="Skip navigation links"></A><TABLE BORDER="0" WIDTH="100%" CELLPADDING="1" CELLSPACING="0" SUMMARY=""><TR><TD COLSPAN=2 BGCOLOR="#EEEEFF" CLASS="NavBarCell1"><A 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//--></SCRIPT><NOSCRIPT> <A HREF="../../../../../allclasses-noframe.html"><B>All Classes</B></A></NOSCRIPT></FONT></TD></TR></TABLE><A NAME="skip-navbar_top"></A><!-- ========= END OF TOP NAVBAR ========= --><HR><H2>Package com.rapidminer.operator.learner.clustering</H2>Core data structures for the clustering plugin.<P><B>See:</B><BR> <A HREF="#package_description"><B>Description</B></A><P><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2"><B>Interface Summary</B></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/CentroidBasedClusterModel.html" title="interface in com.rapidminer.operator.learner.clustering">CentroidBasedClusterModel</A></B></TD><TD>A cluster model that contains a centroid for each cluster.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/Cluster.html" title="interface in com.rapidminer.operator.learner.clustering">Cluster</A></B></TD><TD>Represents an individual cluster.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/ClusterModel.html" title="interface in com.rapidminer.operator.learner.clustering">ClusterModel</A></B></TD><TD>General Model for Clusterings.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/ClusterNode.html" title="interface in com.rapidminer.operator.learner.clustering">ClusterNode</A></B></TD><TD>Represents a node in a cluster tree.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/FlatClusterModel.html" title="interface in com.rapidminer.operator.learner.clustering">FlatClusterModel</A></B></TD><TD>Interface for a flat cluster model.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/HierarchicalClusterModel.html" title="interface in com.rapidminer.operator.learner.clustering">HierarchicalClusterModel</A></B></TD><TD>Represents a hierarchical cluster tree.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/MutableCluster.html" title="interface in com.rapidminer.operator.learner.clustering">MutableCluster</A></B></TD><TD>Represents a mutable cluster.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/MutableClusterNode.html" title="interface in com.rapidminer.operator.learner.clustering">MutableClusterNode</A></B></TD><TD>Represents a mutable cluster node.</TD></TR></TABLE> <P><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2"><B>Class Summary</B></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/AbstractClusterModel.html" title="class in com.rapidminer.operator.learner.clustering">AbstractClusterModel</A></B></TD><TD>An abstract implementation of the most basic cluster model features.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/ClustererPreconditions.html" title="class in com.rapidminer.operator.learner.clustering">ClustererPreconditions</A></B></TD><TD>This class is used to check diverse preconditions on CluserModel objects.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/ClusterIterator.html" title="class in com.rapidminer.operator.learner.clustering">ClusterIterator</A></B></TD><TD>An iterator on clusters and objects on top of a cluster model.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/ClusterModelItemIndex.html" title="class in com.rapidminer.operator.learner.clustering">ClusterModelItemIndex</A></B></TD><TD>An index for cluster nodes (find a cluster by item).</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/ClusterModelPredecessorIndex.html" title="class in com.rapidminer.operator.learner.clustering">ClusterModelPredecessorIndex</A></B></TD><TD>Adds an buttom up index to hierarchical cluster models.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/ClusterUtils.html" title="class in com.rapidminer.operator.learner.clustering">ClusterUtils</A></B></TD><TD>Some static utility methods for cluster learning.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/DefaultCluster.html" title="class in com.rapidminer.operator.learner.clustering">DefaultCluster</A></B></TD><TD>Represents a default implementation of a flat cluster.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/DefaultClusterNode.html" title="class in com.rapidminer.operator.learner.clustering">DefaultClusterNode</A></B></TD><TD>A default implementation of a cluster node.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/FlatClusterModel2ExampleSet.html" title="class in com.rapidminer.operator.learner.clustering">FlatClusterModel2ExampleSet</A></B></TD><TD>Labels an example set with the cluster ids from a given cluster model.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/FlatCrispClusterModel.html" title="class in com.rapidminer.operator.learner.clustering">FlatCrispClusterModel</A></B></TD><TD>This class represents a stadard implementation of a flat, crisp clustering.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/FlattenClusterModel.html" title="class in com.rapidminer.operator.learner.clustering">FlattenClusterModel</A></B></TD><TD>Creates a flat cluster model from a hierarchical one by expanding nodes in the order of their weight until the desired number of clusters is reached.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/FlattendClusterModel.html" title="class in com.rapidminer.operator.learner.clustering">FlattendClusterModel</A></B></TD><TD>Adapter to build a flat copy from a hierarchical cluster model.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/IdUtils.html" title="class in com.rapidminer.operator.learner.clustering">IdUtils</A></B></TD><TD>Some utility methods to connect the clustering plugin to RapidMiner.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="../../../../../com/rapidminer/operator/learner/clustering/SimpleHierarchicalClusterModel.html" title="class in com.rapidminer.operator.learner.clustering">SimpleHierarchicalClusterModel</A></B></TD><TD>This class represents a default implementation of hierarchical clustering.</TD></TR></TABLE> <P><A NAME="package_description"><!-- --></A><H2>Package com.rapidminer.operator.learner.clustering Description</H2><P>Core data structures for the clustering plugin.<P><P><DL></DL><HR><!-- ======= START OF BOTTOM NAVBAR ====== --><A NAME="navbar_bottom"><!-- --></A><A HREF="#skip-navbar_bottom" title="Skip navigation links"></A><TABLE BORDER="0" WIDTH="100%" CELLPADDING="1" CELLSPACING="0" SUMMARY=""><TR><TD COLSPAN=2 BGCOLOR="#EEEEFF" CLASS="NavBarCell1"><A NAME="navbar_bottom_firstrow"><!-- --></A><TABLE BORDER="0" CELLPADDING="0" CELLSPACING="3" SUMMARY=""> <TR ALIGN="center" VALIGN="top"> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="../../../../../overview-summary.html"><FONT CLASS="NavBarFont1"><B>Overview</B></FONT></A> </TD> <TD BGCOLOR="#FFFFFF" CLASS="NavBarCell1Rev"> <FONT CLASS="NavBarFont1Rev"><B>Package</B></FONT> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <FONT CLASS="NavBarFont1">Class</FONT> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="package-use.html"><FONT 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