<TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/performance/cost/package-summary.html">com.rapidminer.operator.performance.cost</A></B></TD><TD>This package contains cost-based performance evaluations.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/performance/test/package-summary.html">com.rapidminer.operator.performance.test</A></B></TD><TD>Test classes for the performance measures.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/postprocessing/package-summary.html">com.rapidminer.operator.postprocessing</A></B></TD><TD>Operators for post processing, usually used for models.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/preprocessing/package-summary.html">com.rapidminer.operator.preprocessing</A></B></TD><TD>Operators for preprocessing purposes.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/preprocessing/discretization/package-summary.html">com.rapidminer.operator.preprocessing.discretization</A></B></TD><TD>Contains discretization operators which can be used to transform numerical into nominal attributes.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/preprocessing/filter/package-summary.html">com.rapidminer.operator.preprocessing.filter</A></B></TD><TD>Containing filter operators changing the input example set, e.g. by removing certain attributes or changing the data.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/preprocessing/filter/attributes/package-summary.html">com.rapidminer.operator.preprocessing.filter.attributes</A></B></TD><TD>This package contains the attribute filter.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/preprocessing/normalization/package-summary.html">com.rapidminer.operator.preprocessing.normalization</A></B></TD><TD>Preprocessing operators used for normalization.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/preprocessing/outlier/package-summary.html">com.rapidminer.operator.preprocessing.outlier</A></B></TD><TD>Operators for outlier detection.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/preprocessing/sampling/package-summary.html">com.rapidminer.operator.preprocessing.sampling</A></B></TD><TD>Preprocessing operators used for sampling.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/preprocessing/weighting/package-summary.html">com.rapidminer.operator.preprocessing.weighting</A></B></TD><TD>This package methods for the weighting of examples.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/similarity/package-summary.html">com.rapidminer.operator.similarity</A></B></TD><TD>Basic framework for similarities.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/similarity/attributebased/package-summary.html">com.rapidminer.operator.similarity.attributebased</A></B></TD><TD>Similarity meausres that are based on the attribute/value representation of objects.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/similarity/bregmandivergences/package-summary.html">com.rapidminer.operator.similarity.bregmandivergences</A></B></TD><TD>This package contains all similarities which are based on bregman divergences.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/similarity/clustermodel/package-summary.html">com.rapidminer.operator.similarity.clustermodel</A></B></TD><TD>Similarity induced by cluster models and cluster model similarity.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/similarity/test/package-summary.html">com.rapidminer.operator.similarity.test</A></B></TD><TD>Tests for similarity measurements.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/validation/package-summary.html">com.rapidminer.operator.validation</A></B></TD><TD>Operators for estimation of the performance which can be achieved by learning schemes (and other predictive operators).</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/validation/clustering/package-summary.html">com.rapidminer.operator.validation.clustering</A></B></TD><TD>Evaluation methods for clustering.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/validation/clustering/itemdistribution/package-summary.html">com.rapidminer.operator.validation.clustering.itemdistribution</A></B></TD><TD>Contains classes for evaluating the distribution of items among clusters.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/validation/significance/package-summary.html">com.rapidminer.operator.validation.significance</A></B></TD><TD>Statistical significance like ANOVA or t-tests.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/operator/visualization/package-summary.html">com.rapidminer.operator.visualization</A></B></TD><TD>The operators in this package might be useful for visualization purposes.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/parameter/package-summary.html">com.rapidminer.parameter</A></B></TD><TD>This package contains classes for handling of operator parameters and specifiying parameter types.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/parameter/conditions/package-summary.html">com.rapidminer.parameter.conditions</A></B></TD><TD>This package contains conditions for ParameterTypes.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/parameter/value/package-summary.html">com.rapidminer.parameter.value</A></B></TD><TD>This package contains helper classes for defining different types of parameter values, for example for parameter optimization operators.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/report/package-summary.html">com.rapidminer.report</A></B></TD><TD>This package consists the base classes for the reporting facilities of RapidMiner.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/test/package-summary.html">com.rapidminer.test</A></B></TD><TD>Provides test classes.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/package-summary.html">com.rapidminer.tools</A></B></TD><TD>Provides tools for RapidMiner like parsers for the input files.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/att/package-summary.html">com.rapidminer.tools.att</A></B></TD><TD>Provides tools for parsing the attribute description file.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/cipher/package-summary.html">com.rapidminer.tools.cipher</A></B></TD><TD>This package contains tools for de- and encryption as well as for key generation and storage.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/container/package-summary.html">com.rapidminer.tools.container</A></B></TD><TD>This package consists some basic container classes additionally to those provided by Java.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/help/package-summary.html">com.rapidminer.tools.help</A></B></TD><TD>The online help service for RapidMiner.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/jdbc/package-summary.html">com.rapidminer.tools.jdbc</A></B></TD><TD>Provides tools for database access via JDBC connections.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/log/package-summary.html">com.rapidminer.tools.log</A></B></TD><TD>Provides tool classes for logging, especially for formatting the log messages.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/math/package-summary.html">com.rapidminer.tools.math</A></B></TD><TD>Several tool classes for mathematical operations.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/math/container/package-summary.html">com.rapidminer.tools.math.container</A></B></TD><TD>This package consists some additional containers fulfilling some mathematical properties which could, for example, help to speed up searches.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/math/distribution/package-summary.html">com.rapidminer.tools.math.distribution</A></B></TD><TD>This package consists basic classes for the calculation of distributions.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/math/function/package-summary.html">com.rapidminer.tools.math.function</A></B></TD><TD>The classes in this package represent basic functions which can, for example, be used as aggregation functions.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/math/matrix/package-summary.html">com.rapidminer.tools.math.matrix</A></B></TD><TD>Utitility classes for matrices.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/math/matrix/test/package-summary.html">com.rapidminer.tools.math.matrix.test</A></B></TD><TD>Tests for the matrix implementations.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/math/optimization/package-summary.html">com.rapidminer.tools.math.optimization</A></B></TD><TD>Optimization schemes which can be used by operators.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/math/optimization/ec/es/package-summary.html">com.rapidminer.tools.math.optimization.ec.es</A></B></TD><TD>Evolutionary Strategies Optimization for real valued optimization problems.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/math/optimization/ec/pso/package-summary.html">com.rapidminer.tools.math.optimization.ec.pso</A></B></TD><TD>Particle Swarm Optimization for real valued optimization problems.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/math/sampling/package-summary.html">com.rapidminer.tools.math.sampling</A></B></TD><TD>This package consists some basic sampling techniques.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/math/similarity/package-summary.html">com.rapidminer.tools.math.similarity</A></B></TD><TD>This package consists similariy and distance measures.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/math/som/package-summary.html">com.rapidminer.tools.math.som</A></B></TD><TD>Provides class for SOM (Self Organizing Map, Kohonen Net) calculation.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="20%"><B><A HREF="com/rapidminer/tools/plugin/package-summary.html">com.rapidminer.tools.plugin</A></B></TD><TD>Provides tools for RapidMiner plugins.</TD></TR></TABLE><P>&nbsp;<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="#FFFFFF" CLASS="NavBarCell1Rev"> &nbsp;<FONT CLASS="NavBarFont1Rev"><B>Overview</B></FONT>&nbsp;</TD>  <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1">    <FONT CLASS="NavBarFont1">Package</FONT>&nbsp;</TD>  <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1">    <FONT 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