crossval.html

bayes network classifier toolbox 贝叶斯网络分类器工具箱的bin文件

&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Bayesian network classifier testing wrapper.</TD>
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<CODE>protected &nbsp;BayesianNetworks.BayesNet</CODE></FONT></TD>
<TD><CODE><B><A HREF="../jbnc/CrossVal.html#train(jbnc.inducers.BayesianInducer, jbnc.util.FrequencyCalc, boolean, double)">train</A></B>(<A HREF="../jbnc/inducers/BayesianInducer.html" title="class in jbnc.inducers">BayesianInducer</A>&nbsp;inducer,
      <A HREF="../jbnc/util/FrequencyCalc.html" title="class in jbnc.util">FrequencyCalc</A>&nbsp;fc,
      boolean&nbsp;usePriors,
      double&nbsp;alphaK)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Bayesian network classifier training wrapper.</TD>
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<TH ALIGN="left"><B>Methods inherited from class jbnc.<A HREF="../jbnc/Classifier.html" title="class in jbnc">Classifier</A></B></TH>
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<TD><CODE><A HREF="../jbnc/Classifier.html#processCommandLine(java.lang.String[])">processCommandLine</A>, <A HREF="../jbnc/Classifier.html#setUsageMsg(java.lang.String)">setUsageMsg</A></CODE></TD>
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<TH ALIGN="left"><B>Methods inherited from class java.lang.Object</B></TH>
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<TD><CODE>clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</CODE></TD>
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<A NAME="CrossVal()"><!-- --></A><H3>
CrossVal</H3>
<PRE>
public <B>CrossVal</B>()</PRE>
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<A NAME="run(java.lang.String[])"><!-- --></A><H3>
run</H3>
<PRE>
protected void <B>run</B>(java.lang.String[]&nbsp;args)</PRE>
<DL>
<DD><DL>
<DT><B>Overrides:</B><DD><CODE><A HREF="../jbnc/Classifier.html#run(java.lang.String[])">run</A></CODE> in class <CODE><A HREF="../jbnc/Classifier.html" title="class in jbnc">Classifier</A></CODE></DL>
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<A NAME="main(java.lang.String[])"><!-- --></A><H3>
main</H3>
<PRE>
public static void <B>main</B>(java.lang.String[]&nbsp;args)</PRE>
<DL>
<DD>Main function.
<P>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>args</CODE> - The command line arguments</DL>
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<A NAME="train(jbnc.inducers.BayesianInducer, jbnc.util.FrequencyCalc, boolean, double)"><!-- --></A><H3>
train</H3>
<PRE>
protected BayesianNetworks.BayesNet <B>train</B>(<A HREF="../jbnc/inducers/BayesianInducer.html" title="class in jbnc.inducers">BayesianInducer</A>&nbsp;inducer,
                                          <A HREF="../jbnc/util/FrequencyCalc.html" title="class in jbnc.util">FrequencyCalc</A>&nbsp;fc,
                                          boolean&nbsp;usePriors,
                                          double&nbsp;alphaK)
                                   throws java.lang.Exception</PRE>
<DL>
<DD>Bayesian network classifier training wrapper.
<P>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>inducer</CODE> - algorithm used for classifier learning.<DD><CODE>fc</CODE> - Description of Parameter<DD><CODE>usePriors</CODE> - Description of Parameter<DD><CODE>alphaK</CODE> - Description of Parameter
<DT><B>Returns:</B><DD>constructed Bayesian classifier network.
<DT><B>Throws:</B>
<DD><CODE>java.lang.Exception</CODE> - Description of Exception</DL>
</DD>
</DL>
<HR>

<A NAME="test(BayesianNetworks.BayesNet, jbnc.dataset.DatasetInt, boolean)"><!-- --></A><H3>
test</H3>
<PRE>
protected <A HREF="../jbnc/util/BNCTester.Result.html" title="class in jbnc.util">BNCTester.Result</A> <B>test</B>(BayesianNetworks.BayesNet&nbsp;net,
                                <A HREF="../jbnc/dataset/DatasetInt.html" title="class in jbnc.dataset">DatasetInt</A>&nbsp;testSet,
                                boolean&nbsp;report)
                         throws java.lang.Exception</PRE>
<DL>
<DD>Bayesian network classifier testing wrapper.
<P>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>net</CODE> - Bayesian network classifier.<DD><CODE>testSet</CODE> - test data.<DD><CODE>report</CODE> - wether to report results on the screen.
<DT><B>Returns:</B><DD>object containg results of testing.
<DT><B>Throws:</B>
<DD><CODE>java.lang.Exception</CODE> - Description of Exception</DL>
</DD>
</DL>
<HR>

<A NAME="run()"><!-- --></A><H3>
run</H3>
<PRE>
protected void <B>run</B>()</PRE>
<DL>
<DD><B>Description copied from class: <CODE><A HREF="../jbnc/Classifier.html#run()">Classifier</A></CODE></B></DD>
<DD>Create and test a classifier.
<P>
<DD><DL>
<DT><B>Overrides:</B><DD><CODE><A HREF="../jbnc/Classifier.html#run()">run</A></CODE> in class <CODE><A HREF="../jbnc/Classifier.html" title="class in jbnc">Classifier</A></CODE></DL>
</DD>
<DD><DL>
</DL>
</DD>
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<A NAME="loadDataset(java.lang.String, java.lang.String)"><!-- --></A><H3>
loadDataset</H3>
<PRE>
protected <A HREF="../jbnc/dataset/DatasetInt.html" title="class in jbnc.dataset">DatasetInt</A> <B>loadDataset</B>(java.lang.String&nbsp;namesFile,
                                 java.lang.String&nbsp;dataFile)
                          throws java.lang.Exception</PRE>
<DL>
<DD>Dataset loading wrapper.
<P>
<DD><DL>
<DT><B>Overrides:</B><DD><CODE><A HREF="../jbnc/Classifier.html#loadDataset(java.lang.String, java.lang.String)">loadDataset</A></CODE> in class <CODE><A HREF="../jbnc/Classifier.html" title="class in jbnc">Classifier</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>namesFile</CODE> - Description of Parameter<DD><CODE>dataFile</CODE> - Description of Parameter
<DT><B>Returns:</B><DD>Description of the Returned Value
<DT><B>Throws:</B>
<DD><CODE>java.lang.Exception</CODE> - Description of Exception</DL>
</DD>
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