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Classifier (Java Machine Learning Library 0.0.11)
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net.sf.javaml.classification</FONT>
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Interface Classifier</H2>
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<DT><B>All Known Implementing Classes:</B> <DD><A HREF="../../../../net/sf/javaml/classification/svm/BinaryLinearSMO.html" title="class in net.sf.javaml.classification.svm">BinaryLinearSMO</A>, <A HREF="../../../../net/sf/javaml/classification/svm/BinarySMO.html" title="class in net.sf.javaml.classification.svm">BinarySMO</A>, <A HREF="../../../../net/sf/javaml/classification/Logistic.html" title="class in net.sf.javaml.classification">Logistic</A></DD>
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<DT><PRE>public interface <B>Classifier</B></DL>
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<CODE> void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../net/sf/javaml/classification/Classifier.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> data)</CODE>
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Create a classifier from the given dataset.</TD>
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<CODE> int</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../net/sf/javaml/classification/Classifier.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/Classifier.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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<A NAME="buildClassifier(net.sf.javaml.core.Dataset)"><!-- --></A><H3>
buildClassifier</H3>
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void <B>buildClassifier</B>(<A HREF="../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data)</PRE>
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<DD>Create a classifier from the given dataset.
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<DT><B>Parameters:</B><DD><CODE>data</CODE> - the dataset to be used to create the clusterer</DL>
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<A NAME="classifyInstance(net.sf.javaml.core.Instance)"><!-- --></A><H3>
classifyInstance</H3>
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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>Classify the instance according to this classifier.
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<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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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>Generate the membership distribution for this instance using this classifier.
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<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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