smo.html

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<A NAME="sparseIndices()"><!-- --></A><H3>
sparseIndices</H3>
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public int[][][] <B>sparseIndices</B>()</PRE>
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<DD>Returns the indices in sparse format.
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<A NAME="bias()"><!-- --></A><H3>
bias</H3>
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public double[][] <B>bias</B>()</PRE>
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<DD>Returns the bias of each binary SMO.
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<A NAME="numClassAttributeValues()"><!-- --></A><H3>
numClassAttributeValues</H3>
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public int <B>numClassAttributeValues</B>()</PRE>
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<A NAME="classAttributeNames()"><!-- --></A><H3>
classAttributeNames</H3>
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public java.lang.String[] <B>classAttributeNames</B>()</PRE>
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<A NAME="attributeNames()"><!-- --></A><H3>
attributeNames</H3>
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public java.lang.String[][][] <B>attributeNames</B>()</PRE>
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<DD>Returns the attribute names.
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<A NAME="listOptions()"><!-- --></A><H3>
listOptions</H3>
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public java.util.Enumeration <B>listOptions</B>()</PRE>
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<DD>Returns an enumeration describing the available options.
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<DT><B>Specified by:</B><DD><CODE><A HREF="../../../weka/core/OptionHandler.html#listOptions()">listOptions</A></CODE> in interface <CODE><A HREF="../../../weka/core/OptionHandler.html" title="interface in weka.core">OptionHandler</A></CODE><DT><B>Overrides:</B><DD><CODE><A HREF="../../../weka/classifiers/Classifier.html#listOptions()">listOptions</A></CODE> in class <CODE><A HREF="../../../weka/classifiers/Classifier.html" title="class in weka.classifiers">Classifier</A></CODE></DL>
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<DT><B>Returns:</B><DD>an enumeration of all the available options.</DL>
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<A NAME="setOptions(java.lang.String[])"><!-- --></A><H3>
setOptions</H3>
<PRE>
public void <B>setOptions</B>(java.lang.String[]&nbsp;options)
                throws java.lang.Exception</PRE>
<DL>
<DD>Parses a given list of options. Valid options are:<p>

 -C num <br>
 The complexity constant C. (default 1)<p>

 -E num <br>
 The exponent for the polynomial kernel. (default 1) <p>

 -G num <br>
 Gamma for the RBF kernel. (default 0.01) <p>

 -N <0|1|2> <br>
 Whether to 0=normalize/1=standardize/2=neither. (default 0=normalize)<p>

 -F <br>
 Feature-space normalization (only for  non-linear polynomial kernels). <p>

 -O <br>
 Use lower-order terms (only for non-linear polynomial kernels). <p>

 -R <br>
 Use RBF kernel (default poly). <p>
 
 -A num <br> Sets the size of the kernel cache. Should be a prime
 number. (default 250007, use 0 for full cache) <p>

 -T num <br>
 Sets the tolerance parameter. (default 1.0e-3)<p>

 -P num <br> 
 Sets the epsilon for round-off error. (default 1.0e-12)<p>

 -M <br>
 Fit logistic models to SVM outputs.<p>

 -V num <br>
 Number of folds for cross-validation used to generate data
 for logistic models. (default -1, use training data)

 -W num <br>
 Random number seed. (default 1)
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<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../weka/core/OptionHandler.html#setOptions(java.lang.String[])">setOptions</A></CODE> in interface <CODE><A HREF="../../../weka/core/OptionHandler.html" title="interface in weka.core">OptionHandler</A></CODE><DT><B>Overrides:</B><DD><CODE><A HREF="../../../weka/classifiers/Classifier.html#setOptions(java.lang.String[])">setOptions</A></CODE> in class <CODE><A HREF="../../../weka/classifiers/Classifier.html" title="class in weka.classifiers">Classifier</A></CODE></DL>
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<DT><B>Parameters:</B><DD><CODE>options</CODE> - the list of options as an array of strings
<DT><B>Throws:</B>
<DD><CODE>java.lang.Exception</CODE> - if an option is not supported</DL>
</DD>
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<A NAME="getOptions()"><!-- --></A><H3>
getOptions</H3>
<PRE>
public java.lang.String[] <B>getOptions</B>()</PRE>
<DL>
<DD>Gets the current settings of the classifier.
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<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../weka/core/OptionHandler.html#getOptions()">getOptions</A></CODE> in interface <CODE><A HREF="../../../weka/core/OptionHandler.html" title="interface in weka.core">OptionHandler</A></CODE><DT><B>Overrides:</B><DD><CODE><A HREF="../../../weka/classifiers/Classifier.html#getOptions()">getOptions</A></CODE> in class <CODE><A HREF="../../../weka/classifiers/Classifier.html" title="class in weka.classifiers">Classifier</A></CODE></DL>
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<DT><B>Returns:</B><DD>an array of strings suitable for passing to setOptions</DL>
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<A NAME="exponentTipText()"><!-- --></A><H3>
exponentTipText</H3>
<PRE>
public java.lang.String <B>exponentTipText</B>()</PRE>
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<DD>Returns the tip text for this property
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<DT><B>Returns:</B><DD>tip text for this property suitable for
 displaying in the explorer/experimenter gui</DL>
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<A NAME="getExponent()"><!-- --></A><H3>
getExponent</H3>
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public double <B>getExponent</B>()</PRE>
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<DD>Get the value of exponent.
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<DT><B>Returns:</B><DD>Value of exponent.</DL>
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<A NAME="setExponent(double)"><!-- --></A><H3>
setExponent</H3>
<PRE>
public void <B>setExponent</B>(double&nbsp;v)</PRE>
<DL>
<DD>Set the value of exponent. If linear kernel
 is used, rescaling and lower-order terms are
 turned off.
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<DT><B>Parameters:</B><DD><CODE>v</CODE> - Value to assign to exponent.</DL>
</DD>
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<A NAME="gammaTipText()"><!-- --></A><H3>
gammaTipText</H3>
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public java.lang.String <B>gammaTipText</B>()</PRE>
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<DD>Returns the tip text for this property
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<DT><B>Returns:</B><DD>tip text for this property suitable for
 displaying in the explorer/experimenter gui</DL>
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<A NAME="getGamma()"><!-- --></A><H3>
getGamma</H3>
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public double <B>getGamma</B>()</PRE>
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<DD>Get the value of gamma.
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<DT><B>Returns:</B><DD>Value of gamma.</DL>
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<A NAME="setGamma(double)"><!-- --></A><H3>
setGamma</H3>
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public void <B>setGamma</B>(double&nbsp;v)</PRE>
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<DD>Set the value of gamma.
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<DT><B>Parameters:</B><DD><CODE>v</CODE> - Value to assign to gamma.</DL>
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<A NAME="cTipText()"><!-- --></A><H3>
cTipText</H3>
<PRE>
public java.lang.String <B>cTipText</B>()</PRE>
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<DD>Returns the tip text for this property
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<DT><B>Returns:</B><DD>tip text for this property suitable for
 displaying in the explorer/experimenter gui</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>Get the value of C.
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<DT><B>Returns:</B><DD>Value of C.</DL>
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<A NAME="setC(double)"><!-- --></A><H3>
setC</H3>
<PRE>
public void <B>setC</B>(double&nbsp;v)</PRE>
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<DD>Set the value of C.
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<DT><B>Parameters:</B><DD><CODE>v</CODE> - Value to assign to C.</DL>
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<A NAME="toleranceParameterTipText()"><!-- --></A><H3>
toleranceParameterTipText</H3>
<PRE>
public java.lang.String <B>toleranceParameterTipText</B>()</PRE>
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<DD>Returns the tip text for this property
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<DT><B>Returns:</B><DD>tip text for this property suitable for
 displaying in the explorer/experimenter gui</DL>
</DD>
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<A NAME="getToleranceParameter()"><!-- --></A><H3>
getToleranceParameter</H3>
<PRE>
public double <B>getToleranceParameter</B>()</PRE>
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<DD>Get the value of tolerance parameter.
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<DT><B>Returns:</B><DD>Value of tolerance parameter.</DL>
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<A NAME="setToleranceParameter(double)"><!-- --></A><H3>
setToleranceParameter</H3>
<PRE>
public void <B>setToleranceParameter</B>(double&nbsp;v)</PRE>
<DL>
<DD>Set the value of tolerance parameter.
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<DT><B>Parameters:</B><DD><CODE>v</CODE> - Value to assign to tolerance parameter.</DL>
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<A NAME="epsilonTipText()"><!-- --></A><H3>
epsilonTipText</H3>
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public java.lang.String <B>epsilonTipText</B>()</PRE>
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<DD>Returns the tip text for this property
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<DT><B>Returns:</B><DD>tip text for this property suitable for
 displaying in the explorer/experimenter gui</DL>
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<A NAME="getEpsilon()"><!-- --></A><H3>
getEpsilon</H3>
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public double <B>getEpsilon</B>()</PRE>
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<DD>Get the value of epsilon.
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<DT><B>Returns:</B><DD>Value of epsilon.</DL>
</DD>
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<A NAME="setEpsilon(double)"><!-- --></A><H3>
setEpsilon</H3>
<PRE>
public void <B>setEpsilon</B>(double&nbsp;v)</PRE>
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<DD>Set the value of epsilon.
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<DT><B>Parameters:</B><DD><CODE>v</CODE> - Value to assign to epsilon.</DL>
</DD>
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<A NAME="cacheSizeTipText()"><!-- --></A><H3>
cacheSizeTipText</H3>
<PRE>
public java.lang.String <B>cacheSizeTipText</B>()</PRE>
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<DD>Returns the tip text for this property
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<DT><B>Returns:</B><DD>tip text for this property suitable for
 displaying in the explorer/experimenter gui</DL>
</DD>
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<A NAME="getCacheSize()"><!-- --></A><H3>
getCacheSize</H3>
<PRE>
public int <B>getCacheSize</B>()</PRE>
<DL>
<DD>Get the size of the kernel cache
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<DT><B>Returns:</B><DD>Size of kernel cache.</DL>
</DD>
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<A NAME="setCacheSize(int)"><!-- --></A><H3>
setCacheSize</H3>
<PRE>