similaritymeasure.html

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</TABLE>&nbsp;<P><A NAME="com.rapidminer.operator.similarity"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2">Uses of <A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A> in <A HREF="../../../../../com/rapidminer/operator/similarity/package-summary.html">com.rapidminer.operator.similarity</A></FONT></TH></TR></TABLE>&nbsp;<P><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TH ALIGN="left" COLSPAN="2">Classes in <A HREF="../../../../../com/rapidminer/operator/similarity/package-summary.html">com.rapidminer.operator.similarity</A> that implement <A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/DistanceSimilarityConverter.html" title="class in com.rapidminer.operator.similarity">DistanceSimilarityConverter</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Converts a distance measure into a similarity measure and the other way around.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/FlatClusterSimilarity.html" title="class in com.rapidminer.operator.similarity">FlatClusterSimilarity</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;This similarity is based on a flat cluster model.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityAdapter.html" title="class in com.rapidminer.operator.similarity">SimilarityAdapter</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Implements some common functionality for similarity measures.</TD></TR></TABLE>&nbsp;<P><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TH ALIGN="left" COLSPAN="2">Methods in <A HREF="../../../../../com/rapidminer/operator/similarity/package-summary.html">com.rapidminer.operator.similarity</A> that return <A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>static&nbsp;<A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A></CODE></FONT></TD><TD><CODE><B>SimilarityUtil.</B><B><A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityUtil.html#resolveSimilarityMeasure(com.rapidminer.parameter.Parameters, com.rapidminer.operator.IOContainer, com.rapidminer.example.ExampleSet)">resolveSimilarityMeasure</A></B>(<A HREF="../../../../../com/rapidminer/parameter/Parameters.html" title="class in com.rapidminer.parameter">Parameters</A>&nbsp;parameters,                         <A HREF="../../../../../com/rapidminer/operator/IOContainer.html" title="class in com.rapidminer.operator">IOContainer</A>&nbsp;ioContainer,                         <A HREF="../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;es)</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD></TR></TABLE>&nbsp;<P><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TH ALIGN="left" COLSPAN="2">Constructors in <A HREF="../../../../../com/rapidminer/operator/similarity/package-summary.html">com.rapidminer.operator.similarity</A> with parameters of type <A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/DistanceSimilarityConverter.html#DistanceSimilarityConverter(com.rapidminer.operator.similarity.SimilarityMeasure)">DistanceSimilarityConverter</A></B>(<A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A>&nbsp;sim)</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Create a distance measure from a similarity measure or the other way round.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/LazySimilarityMatrix.html#LazySimilarityMatrix(com.rapidminer.operator.similarity.SimilarityMeasure)">LazySimilarityMatrix</A></B>(<A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A>&nbsp;sim)</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Create a new similarity matrix.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityIterator.html#SimilarityIterator(com.rapidminer.operator.similarity.SimilarityMeasure)">SimilarityIterator</A></B>(<A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A>&nbsp;sim)</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityIterator.html#SimilarityIterator(com.rapidminer.operator.similarity.SimilarityMeasure, int)">SimilarityIterator</A></B>(<A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A>&nbsp;sim,                   int&nbsp;numSamples)</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMatrix.html#SimilarityMatrix(com.rapidminer.operator.similarity.SimilarityMeasure)">SimilarityMatrix</A></B>(<A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A>&nbsp;sim)</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Constructor for SimilarityMatrix.</TD></TR></TABLE>&nbsp;<P><A NAME="com.rapidminer.operator.similarity.attributebased"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2">Uses of <A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A> in <A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/package-summary.html">com.rapidminer.operator.similarity.attributebased</A></FONT></TH></TR></TABLE>&nbsp;<P><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TH ALIGN="left" COLSPAN="2">Subinterfaces of <A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A> in <A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/package-summary.html">com.rapidminer.operator.similarity.attributebased</A></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;interface</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/ExampleBasedSimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity.attributebased">ExampleBasedSimilarityMeasure</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Interface for similarities, that can be directly evaluated on examples.</TD></TR></TABLE>&nbsp;<P><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TH ALIGN="left" COLSPAN="2">Classes in <A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/package-summary.html">com.rapidminer.operator.similarity.attributebased</A> that implement <A HREF="../../../../../com/rapidminer/operator/similarity/SimilarityMeasure.html" title="interface in com.rapidminer.operator.similarity">SimilarityMeasure</A></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/AbstractNominalSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">AbstractNominalSimilarity</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Abstract base class for nominal similarities that are based on counts of agreeing and disagreeing values in both examples.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/AbstractRealValueBasedSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">AbstractRealValueBasedSimilarity</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;An adaptar for similarities defined on contineous values.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/AbstractValueBasedSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">AbstractValueBasedSimilarity</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;An adaptar for similarities defined on (contineous) values.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/CamberraNumericalDistance.html" title="class in com.rapidminer.operator.similarity.attributebased">CamberraNumericalDistance</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;The Camberra distance measure.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/ChebychevNumericalDistance.html" title="class in com.rapidminer.operator.similarity.attributebased">ChebychevNumericalDistance</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;This measure returns the maximal individual absolute distance of both examples in any component.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/CorrelationSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">CorrelationSimilarity</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Similarity based on the correlation coefficient.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/CosineSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">CosineSimilarity</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Cosine similarity that supports feature weights.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/DiceNominalSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">DiceNominalSimilarity</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Implements the Dice similarity for nominal attributes.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/DiceNumericalSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">DiceNumericalSimilarity</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;A variant of the Dice coefficient defined for numeric attributes.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/DTWSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">DTWSimilarity</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;A similarity measure based on "Dynamic Time Warping".</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/EuclideanDistance.html" title="class in com.rapidminer.operator.similarity.attributebased">EuclideanDistance</A></B></CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;An euclidean distance.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;class</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/similarity/attributebased/InnerProductSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">InnerProductSimilarity</A></B></CODE><BR>

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