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<DD>Eibe Frank (eibe@cs.waikato.ac.nz), Shane Legg (shane@intelligenesis.net) (sparse vector code), Stuart Inglis (stuart@reeltwo.com) (sparse vector code)</DD>
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<TD><CODE><B><A HREF="../../../../../net/sf/javaml/classification/svm/BinaryLinearSMO.html#BinaryLinearSMO()">BinaryLinearSMO</A></B>()</CODE>
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<CODE> void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../net/sf/javaml/classification/svm/BinaryLinearSMO.html#buildClassifier(net.sf.javaml.core.Dataset)">buildClassifier</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> insts)</CODE>
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Method for building the binary classifier.</TD>
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<CODE> int</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../net/sf/javaml/classification/svm/BinaryLinearSMO.html#classifyInstance(net.sf.javaml.core.Instance)">classifyInstance</A></B>(<A HREF="../../../../../net/sf/javaml/core/Instance.html" title="interface in net.sf.javaml.core">Instance</A> instance)</CODE>
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Classify the instance according to this classifier.</TD>
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<CODE> double[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../net/sf/javaml/classification/svm/BinaryLinearSMO.html#distributionForInstance(net.sf.javaml.core.Instance)">distributionForInstance</A></B>(<A HREF="../../../../../net/sf/javaml/core/Instance.html" title="interface in net.sf.javaml.core">Instance</A> instance)</CODE>
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Generate the membership distribution for this instance using this classifier.</TD>
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<TH ALIGN="left"><B>Methods inherited from class net.sf.javaml.core.<A HREF="../../../../../net/sf/javaml/core/Verbose.html" title="class in net.sf.javaml.core">Verbose</A></B></TH>
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<TD><CODE><A HREF="../../../../../net/sf/javaml/core/Verbose.html#setVerbose(boolean)">setVerbose</A>, <A HREF="../../../../../net/sf/javaml/core/Verbose.html#verbose(java.lang.String)">verbose</A></CODE></TD>
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<TH ALIGN="left"><B>Methods inherited from class java.lang.Object</B></TH>
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<A NAME="BinaryLinearSMO()"><!-- --></A><H3>
BinaryLinearSMO</H3>
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public <B>BinaryLinearSMO</B>()</PRE>
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<A NAME="buildClassifier(net.sf.javaml.core.Dataset)"><!-- --></A><H3>
buildClassifier</H3>
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public void <B>buildClassifier</B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> insts)</PRE>
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<DD>Method for building the binary classifier.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../net/sf/javaml/classification/Classifier.html#buildClassifier(net.sf.javaml.core.Dataset)">buildClassifier</A></CODE> in interface <CODE><A HREF="../../../../../net/sf/javaml/classification/Classifier.html" title="interface in net.sf.javaml.classification">Classifier</A></CODE></DL>
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<DT><B>Parameters:</B><DD><CODE>insts</CODE> - the set of training instances</DL>
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<A NAME="classifyInstance(net.sf.javaml.core.Instance)"><!-- --></A><H3>
classifyInstance</H3>
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public int <B>classifyInstance</B>(<A HREF="../../../../../net/sf/javaml/core/Instance.html" title="interface in net.sf.javaml.core">Instance</A> instance)</PRE>
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<DD><B>Description copied from interface: <CODE><A HREF="../../../../../net/sf/javaml/classification/Classifier.html#classifyInstance(net.sf.javaml.core.Instance)">Classifier</A></CODE></B></DD>
<DD>Classify the instance according to this classifier.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../net/sf/javaml/classification/Classifier.html#classifyInstance(net.sf.javaml.core.Instance)">classifyInstance</A></CODE> in interface <CODE><A HREF="../../../../../net/sf/javaml/classification/Classifier.html" title="interface in net.sf.javaml.classification">Classifier</A></CODE></DL>
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<DD><DL>
<DT><B>Parameters:</B><DD><CODE>instance</CODE> - the instance to be classified
<DT><B>Returns:</B><DD>the index of the class to which this instance belongs</DL>
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<A NAME="distributionForInstance(net.sf.javaml.core.Instance)"><!-- --></A><H3>
distributionForInstance</H3>
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public double[] <B>distributionForInstance</B>(<A HREF="../../../../../net/sf/javaml/core/Instance.html" title="interface in net.sf.javaml.core">Instance</A> instance)</PRE>
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<DD><B>Description copied from interface: <CODE><A HREF="../../../../../net/sf/javaml/classification/Classifier.html#distributionForInstance(net.sf.javaml.core.Instance)">Classifier</A></CODE></B></DD>
<DD>Generate the membership distribution for this instance using this classifier.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../net/sf/javaml/classification/Classifier.html#distributionForInstance(net.sf.javaml.core.Instance)">distributionForInstance</A></CODE> in interface <CODE><A HREF="../../../../../net/sf/javaml/classification/Classifier.html" title="interface in net.sf.javaml.classification">Classifier</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>instance</CODE> - the instance to be classified
<DT><B>Returns:</B><DD>an array with membership degress for all the various classes in the dataset</DL>
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