svm.html

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protected double[] <B>primal</B></PRE>
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<A NAME="sum_alpha"><!-- --></A><H3>
sum_alpha</H3>
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protected double <B>sum_alpha</B></PRE>
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<A NAME="lambda_eq"><!-- --></A><H3>
lambda_eq</H3>
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protected double <B>lambda_eq</B></PRE>
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<A NAME="to_shrink"><!-- --></A><H3>
to_shrink</H3>
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protected int <B>to_shrink</B></PRE>
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<A NAME="feasible_epsilon"><!-- --></A><H3>
feasible_epsilon</H3>
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protected double <B>feasible_epsilon</B></PRE>
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<A NAME="lambda_WS"><!-- --></A><H3>
lambda_WS</H3>
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protected double <B>lambda_WS</B></PRE>
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<A NAME="quadraticLossPos"><!-- --></A><H3>
quadraticLossPos</H3>
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protected boolean <B>quadraticLossPos</B></PRE>
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<A NAME="quadraticLossNeg"><!-- --></A><H3>
quadraticLossNeg</H3>
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protected boolean <B>quadraticLossNeg</B></PRE>
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<A NAME="epsilon_pos"><!-- --></A><H3>
epsilon_pos</H3>
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protected double <B>epsilon_pos</B></PRE>
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<A NAME="epsilon_neg"><!-- --></A><H3>
epsilon_neg</H3>
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protected double <B>epsilon_neg</B></PRE>
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<A NAME="working_set_size"><!-- --></A><H3>
working_set_size</H3>
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protected int <B>working_set_size</B></PRE>
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<A NAME="parameters_working_set_size"><!-- --></A><H3>
parameters_working_set_size</H3>
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protected int <B>parameters_working_set_size</B></PRE>
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<A NAME="is_zero"><!-- --></A><H3>
is_zero</H3>
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protected double <B>is_zero</B></PRE>
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<A NAME="shrink_const"><!-- --></A><H3>
shrink_const</H3>
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protected int <B>shrink_const</B></PRE>
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<A NAME="C"><!-- --></A><H3>
C</H3>
<PRE>
protected double <B>C</B></PRE>
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<A NAME="cPos"><!-- --></A><H3>
cPos</H3>
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protected double[] <B>cPos</B></PRE>
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<A NAME="cNeg"><!-- --></A><H3>
cNeg</H3>
<PRE>
protected double[] <B>cNeg</B></PRE>
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<A NAME="descend"><!-- --></A><H3>
descend</H3>
<PRE>
protected double <B>descend</B></PRE>
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<A NAME="qp"><!-- --></A><H3>
qp</H3>
<PRE>
protected <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/optimizer/QuadraticProblem.html" title="class in com.rapidminer.operator.learner.functions.kernel.jmysvm.optimizer">QuadraticProblem</A> <B>qp</B></PRE>
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<!-- ========= CONSTRUCTOR DETAIL ======== -->

<A NAME="constructor_detail"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TH ALIGN="left" COLSPAN="1"><FONT SIZE="+2">
<B>Constructor Detail</B></FONT></TH>
</TR>
</TABLE>

<A NAME="SVM()"><!-- --></A><H3>
SVM</H3>
<PRE>
public <B>SVM</B>()</PRE>
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</DL>
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<A NAME="SVM(com.rapidminer.operator.Operator, com.rapidminer.operator.learner.functions.kernel.jmysvm.kernel.Kernel, com.rapidminer.operator.learner.functions.kernel.jmysvm.examples.SVMExamples, com.rapidminer.example.ExampleSet, com.rapidminer.tools.RandomGenerator)"><!-- --></A><H3>
SVM</H3>
<PRE>
public <B>SVM</B>(<A HREF="../../../../../../../../com/rapidminer/operator/Operator.html" title="class in com.rapidminer.operator">Operator</A>&nbsp;paramOperator,
           <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/kernel/Kernel.html" title="class in com.rapidminer.operator.learner.functions.kernel.jmysvm.kernel">Kernel</A>&nbsp;new_kernel,
           <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.html" title="class in com.rapidminer.operator.learner.functions.kernel.jmysvm.examples">SVMExamples</A>&nbsp;new_examples,
           <A HREF="../../../../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;rapidMinerExamples,
           <A HREF="../../../../../../../../com/rapidminer/tools/RandomGenerator.html" title="class in com.rapidminer.tools">RandomGenerator</A>&nbsp;randomGenerator)
    throws <A HREF="../../../../../../../../com/rapidminer/parameter/UndefinedParameterError.html" title="class in com.rapidminer.parameter">UndefinedParameterError</A></PRE>
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<DD>class constructor. Throws an operator exception if a non-optional
 parameter was not set and has no default value.
<P>
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<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../../../../com/rapidminer/parameter/UndefinedParameterError.html" title="class in com.rapidminer.parameter">UndefinedParameterError</A></CODE></DL>
</DL>

<!-- ============ METHOD DETAIL ========== -->

<A NAME="method_detail"><!-- --></A>
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<B>Method Detail</B></FONT></TH>
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<A NAME="init(com.rapidminer.operator.learner.functions.kernel.jmysvm.kernel.Kernel, com.rapidminer.operator.learner.functions.kernel.jmysvm.examples.SVMExamples)"><!-- --></A><H3>
init</H3>
<PRE>
public void <B>init</B>(<A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/kernel/Kernel.html" title="class in com.rapidminer.operator.learner.functions.kernel.jmysvm.kernel">Kernel</A>&nbsp;new_kernel,
                 <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.html" title="class in com.rapidminer.operator.learner.functions.kernel.jmysvm.examples">SVMExamples</A>&nbsp;new_examples)</PRE>
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<DD>Init the SVM
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<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMInterface.html#init(com.rapidminer.operator.learner.functions.kernel.jmysvm.kernel.Kernel, com.rapidminer.operator.learner.functions.kernel.jmysvm.examples.SVMExamples)">init</A></CODE> in interface <CODE><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMInterface.html" title="interface in com.rapidminer.operator.learner.functions.kernel.jmysvm.svm">SVMInterface</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>new_kernel</CODE> - new kernel function.<DD><CODE>new_examples</CODE> - the data container</DL>
</DD>
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<A NAME="train()"><!-- --></A><H3>
train</H3>
<PRE>
public void <B>train</B>()</PRE>
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<DD>Train the SVM
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMInterface.html#train()">train</A></CODE> in interface <CODE><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMInterface.html" title="interface in com.rapidminer.operator.learner.functions.kernel.jmysvm.svm">SVMInterface</A></CODE></DL>
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<A NAME="print_statistics()"><!-- --></A><H3>
print_statistics</H3>
<PRE>
protected void <B>print_statistics</B>()</PRE>
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<DD>print statistics about result
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<A NAME="getWeights()"><!-- --></A><H3>
getWeights</H3>
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public double[] <B>getWeights</B>()</PRE>
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<DD>Return the weights of the features.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMInterface.html#getWeights()">getWeights</A></CODE> in interface <CODE><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMInterface.html" title="interface in com.rapidminer.operator.learner.functions.kernel.jmysvm.svm">SVMInterface</A></CODE></DL>
</DD>
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<A NAME="getB()"><!-- --></A><H3>
getB</H3>
<PRE>
public double <B>getB</B>()</PRE>
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<DD>Returns the value of b.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMInterface.html#getB()">getB</A></CODE> in interface <CODE><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMInterface.html" title="interface in com.rapidminer.operator.learner.functions.kernel.jmysvm.svm">SVMInterface</A></CODE></DL>
</DD>
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<A NAME="getC()"><!-- --></A><H3>
getC</H3>
<PRE>
public double <B>getC</B>()</PRE>
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<DD>Gets the complexity constant of the svm.
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<DD><DL>
</DL>
</DD>
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<A NAME="init_optimizer()"><!-- --></A><H3>
init_optimizer</H3>
<PRE>
protected void <B>init_optimizer</B>()</PRE>
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<DD>init the optimizer
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<DD><DL>
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<A NAME="exit_optimizer()"><!-- --></A><H3>
exit_optimizer</H3>
<PRE>
protected void <B>exit_optimizer</B>()</PRE>
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<DD>exit the optimizer
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<DD><DL>
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<A NAME="shrink()"><!-- --></A><H3>
shrink</H3>
<PRE>
protected void <B>shrink</B>()</PRE>
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<DD>shrink the variables
<P>
<DD><DL>
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</DD>