examplebasedsimilaritymeasure.html

数据挖掘方面最新软件

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<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>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;A similarity measure based on "Dynamic Time Warping".</TD>
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<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>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;An euclidean distance.</TD>
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<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>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Similarity based on the inner product.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/similarity/attributebased/JaccardNominalSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">JaccardNominalSimilarity</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Implements the Jaccard similarity for nominal attributes.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/similarity/attributebased/JaccardNumericalSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">JaccardNumericalSimilarity</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;A variant of the Jaccard coefficient defined for numeric attributes.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/similarity/attributebased/KulczynskiNominalSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">KulczynskiNominalSimilarity</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Implements the Kulczynski similarity for nominal attributes.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/similarity/attributebased/ManhattanDistance.html" title="class in com.rapidminer.operator.similarity.attributebased">ManhattanDistance</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;The Manhattan distance.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/similarity/attributebased/MaxProductSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">MaxProductSimilarity</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Specialized similarity that takes the maximum product of two feature values.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/similarity/attributebased/MixedEuclideanDistance.html" title="class in com.rapidminer.operator.similarity.attributebased">MixedEuclideanDistance</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Euclidean distance for numerical and nominal values.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/similarity/attributebased/NominalDistance.html" title="class in com.rapidminer.operator.similarity.attributebased">NominalDistance</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;A distance measure for nominal values accounting a value of one if two values are unequal.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/similarity/attributebased/OverlapNumericalSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">OverlapNumericalSimilarity</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;A variant of simple matching for numerical attributes.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/similarity/attributebased/ParameterizedEuclideanDistance.html" title="class in com.rapidminer.operator.similarity.attributebased">ParameterizedEuclideanDistance</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Calculates for two vectors e1, e2 and a matrix m the distance sqrt( (e1 - e2)^T * m * (e1 - e2) )</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/similarity/attributebased/RogersTanimotoNominalSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">RogersTanimotoNominalSimilarity</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Implements the Rogers-Tanimoto similarity for nominal attributes.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/similarity/attributebased/RussellRaoNominalSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">RussellRaoNominalSimilarity</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Implements the Russell-Rao similarity for nominal attributes.</TD>
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<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../com/rapidminer/operator/similarity/attributebased/SimpleMatchingNominalSimilarity.html" title="class in com.rapidminer.operator.similarity.attributebased">SimpleMatchingNominalSimilarity</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Implements the simple matching similarity for nominal attributes.</TD>
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