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<B>Method Summary</B></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMOImproved.html#buildClassifier(weka.core.Instances)">buildClassifier</A></B>(<A HREF="../../../../weka/core/Instances.html" title="class in weka.core">Instances</A> instances)</CODE><BR> learn SVM parameters from data using Keerthi's SMO algorithm.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> java.lang.String[]</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMOImproved.html#getOptions()">getOptions</A></B>()</CODE><BR> Gets the current settings of the object.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> <A HREF="../../../../weka/core/TechnicalInformation.html" title="class in weka.core">TechnicalInformation</A></CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMOImproved.html#getTechnicalInformation()">getTechnicalInformation</A></B>()</CODE><BR> Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> double</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMOImproved.html#getTolerance()">getTolerance</A></B>()</CODE><BR> returns the current tolerance</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> java.lang.String</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMOImproved.html#globalInfo()">globalInfo</A></B>()</CODE><BR> Returns a string describing the object</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> boolean</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMOImproved.html#isUseVariant1()">isUseVariant1</A></B>()</CODE><BR> Whether variant 1 is used</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> java.util.Enumeration</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMOImproved.html#listOptions()">listOptions</A></B>()</CODE><BR> Returns an enumeration describing the available options</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMOImproved.html#setOptions(java.lang.String[])">setOptions</A></B>(java.lang.String[] options)</CODE><BR> Parses a given list of options.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMOImproved.html#setTolerance(double)">setTolerance</A></B>(double d)</CODE><BR> sets the tolerance</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMOImproved.html#setUseVariant1(boolean)">setUseVariant1</A></B>(boolean b)</CODE><BR> Sets whether to use variant 1</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> java.lang.String</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMOImproved.html#toleranceTipText()">toleranceTipText</A></B>()</CODE><BR> Returns the tip text for this property</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> java.lang.String</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMOImproved.html#useVariant1TipText()">useVariant1TipText</A></B>()</CODE><BR> Returns the tip text for this property</TD></TR></TABLE> <A NAME="methods_inherited_from_class_weka.classifiers.functions.supportVector.RegSMO"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor"><TH ALIGN="left"><B>Methods inherited from class weka.classifiers.functions.supportVector.<A HREF="../../../../weka/classifiers/functions/supportVector/RegSMO.html" title="class in weka.classifiers.functions.supportVector">RegSMO</A></B></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMO.html#epsilonTipText()">epsilonTipText</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegSMO.html#getEpsilon()">getEpsilon</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegSMO.html#optimize()">optimize</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegSMO.html#setEpsilon(double)">setEpsilon</A></CODE></TD></TR></TABLE> <A NAME="methods_inherited_from_class_weka.classifiers.functions.supportVector.RegOptimizer"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor"><TH ALIGN="left"><B>Methods inherited from class weka.classifiers.functions.supportVector.<A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html" title="class in weka.classifiers.functions.supportVector">RegOptimizer</A></B></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html#epsilonParameterTipText()">epsilonParameterTipText</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html#getCacheHits()">getCacheHits</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html#getEpsilonParameter()">getEpsilonParameter</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html#getKernelEvaluations()">getKernelEvaluations</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html#getSeed()">getSeed</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html#modelBuilt()">modelBuilt</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html#seedTipText()">seedTipText</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html#setEpsilonParameter(double)">setEpsilonParameter</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html#setSeed(int)">setSeed</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html#setSVMReg(weka.classifiers.functions.SVMreg)">setSVMReg</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html#SVMOutput(weka.core.Instance)">SVMOutput</A>, <A HREF="../../../../weka/classifiers/functions/supportVector/RegOptimizer.html#toString()">toString</A></CODE></TD></TR></TABLE> <A NAME="methods_inherited_from_class_java.lang.Object"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor"><TH ALIGN="left"><B>Methods inherited from class java.lang.Object</B></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE>equals, getClass, hashCode, notify, notifyAll, wait, wait, wait</CODE></TD></TR></TABLE> <P><!-- ============ FIELD DETAIL =========== --><A NAME="field_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>Field Detail</B></FONT></TH></TR></TABLE><A NAME="I0"><!-- --></A><H3>I0</H3><PRE>public static final int <B>I0</B></PRE><DL><DL><DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#weka.classifiers.functions.supportVector.RegSMOImproved.I0">Constant Field Values</A></DL></DL><HR><A NAME="I0a"><!-- --></A><H3>I0a</H3><PRE>public static final int <B>I0a</B></PRE><DL><DL><DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#weka.classifiers.functions.supportVector.RegSMOImproved.I0a">Constant Field Values</A></DL></DL><HR><A NAME="I0b"><!-- --></A><H3>I0b</H3><PRE>public static final int <B>I0b</B></PRE><DL><DL><DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#weka.classifiers.functions.supportVector.RegSMOImproved.I0b">Constant Field Values</A></DL></DL><HR><A NAME="I1"><!-- --></A><H3>I1</H3><PRE>public static final int <B>I1</B></PRE><DL><DL><DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#weka.classifiers.functions.supportVector.RegSMOImproved.I1">Constant Field Values</A></DL></DL><HR><A NAME="I2"><!-- --></A><H3>I2</H3><PRE>public static final int <B>I2</B></PRE><DL><DL><DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#weka.classifiers.functions.supportVector.RegSMOImproved.I2">Constant Field Values</A></DL></DL><HR><A NAME="I3"><!-- --></A><H3>I3</H3><PRE>public static final int <B>I3</B></PRE><DL><DL><DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#weka.classifiers.functions.supportVector.RegSMOImproved.I3">Constant Field Values</A></DL></DL><!-- ========= 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="RegSMOImproved()"><!-- --></A><H3>RegSMOImproved</H3><PRE>public <B>RegSMOImproved</B>()</PRE><DL></DL><!-- ============ METHOD DETAIL ========== --><A NAME="method_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>Method Detail</B></FONT></TH></TR></TABLE><A NAME="globalInfo()"><!-- --></A><H3>globalInfo</H3><PRE>public java.lang.String <B>globalInfo</B>()</PRE><DL><DD>Returns a string describing the object<P><DD><DL><DT><B>Overrides:</B><DD><CODE><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMO.html#globalInfo()">globalInfo</A></CODE> in class <CODE><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMO.html" title="class in weka.classifiers.functions.supportVector">RegSMO</A></CODE></DL></DD><DD><DL><DT><B>Returns:</B><DD>a description suitable for displaying in the explorer/experimenter gui</DL></DD></DL><HR><A NAME="getTechnicalInformation()"><!-- --></A><H3>getTechnicalInformation</H3><PRE>public <A HREF="../../../../weka/core/TechnicalInformation.html" title="class in weka.core">TechnicalInformation</A> <B>getTechnicalInformation</B>()</PRE><DL><DD>Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on.<P><DD><DL><DT><B>Specified by:</B><DD><CODE><A HREF="../../../../weka/core/TechnicalInformationHandler.html#getTechnicalInformation()">getTechnicalInformation</A></CODE> in interface <CODE><A HREF="../../../../weka/core/TechnicalInformationHandler.html" title="interface in weka.core">TechnicalInformationHandler</A></CODE><DT><B>Overrides:</B><DD><CODE><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMO.html#getTechnicalInformation()">getTechnicalInformation</A></CODE> in class <CODE><A HREF="../../../../weka/classifiers/functions/supportVector/RegSMO.html" title="class in weka.classifiers.functions.supportVector">RegSMO</A></CODE></DL></DD><DD><DL><DT><B>Returns:</B><DD>the technical information about this class</DL></DD></DL><HR>⌨️ 快捷键说明
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