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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"><!--NewPage--><HTML><HEAD><!-- Generated by javadoc (build 1.5.0_13) on Mon Jul 14 01:36:31 CEST 2008 --><TITLE>SVMpattern (RapidMiner Class Documentation)</TITLE><META NAME="keywords" CONTENT="com.rapidminer.operator.learner.functions.kernel.jmysvm.svm.SVMpattern class"><LINK REL ="stylesheet" TYPE="text/css" HREF="../../../../../../../../stylesheet.css" TITLE="Style"><SCRIPT type="text/javascript">function windowTitle(){ parent.document.title="SVMpattern (RapidMiner Class Documentation)";}</SCRIPT><NOSCRIPT></NOSCRIPT></HEAD><BODY BGCOLOR="white" onload="windowTitle();"><!-- ========= START OF TOP NAVBAR ======= --><A NAME="navbar_top"><!-- --></A><A HREF="#skip-navbar_top" title="Skip navigation links"></A><TABLE BORDER="0" WIDTH="100%" CELLPADDING="1" CELLSPACING="0" SUMMARY=""><TR><TD COLSPAN=2 BGCOLOR="#EEEEFF" CLASS="NavBarCell1"><A NAME="navbar_top_firstrow"><!-- --></A><TABLE 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HREF="SVMpattern.html" target="_top"><B>NO FRAMES</B></A> <SCRIPT type="text/javascript"> <!-- if(window==top) { document.writeln('<A HREF="../../../../../../../../allclasses-noframe.html"><B>All Classes</B></A>'); } //--></SCRIPT><NOSCRIPT> <A HREF="../../../../../../../../allclasses-noframe.html"><B>All Classes</B></A></NOSCRIPT></FONT></TD></TR><TR><TD VALIGN="top" CLASS="NavBarCell3"><FONT SIZE="-2"> SUMMARY: NESTED | <A HREF="#fields_inherited_from_class_com.rapidminer.operator.learner.functions.kernel.jmysvm.svm.SVM">FIELD</A> | <A HREF="#constructor_summary">CONSTR</A> | <A HREF="#method_summary">METHOD</A></FONT></TD><TD VALIGN="top" CLASS="NavBarCell3"><FONT SIZE="-2">DETAIL: FIELD | <A HREF="#constructor_detail">CONSTR</A> | <A HREF="#method_detail">METHOD</A></FONT></TD></TR></TABLE><A NAME="skip-navbar_top"></A><!-- ========= END OF TOP NAVBAR ========= --><HR><!-- ======== START OF CLASS DATA ======== --><H2><FONT SIZE="-1">com.rapidminer.operator.learner.functions.kernel.jmysvm.svm</FONT><BR>Class SVMpattern</H2><PRE>java.lang.Object <IMG SRC="../../../../../../../../resources/inherit.gif" ALT="extended by "><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html" title="class in com.rapidminer.operator.learner.functions.kernel.jmysvm.svm">com.rapidminer.operator.learner.functions.kernel.jmysvm.svm.SVM</A> <IMG SRC="../../../../../../../../resources/inherit.gif" ALT="extended by "><B>com.rapidminer.operator.learner.functions.kernel.jmysvm.svm.SVMpattern</B></PRE><DL><DT><B>All Implemented Interfaces:</B> <DD><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></DD></DL><HR><DL><DT><PRE>public class <B>SVMpattern</B><DT>extends <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html" title="class in com.rapidminer.operator.learner.functions.kernel.jmysvm.svm">SVM</A></DL></PRE><P>Class for pattern recognition SVM<P><P><DL><DT><B>Version:</B></DT> <DD>$Id: SVMpattern.java,v 1.4 2008/05/09 19:23:26 ingomierswa Exp $</DD><DT><B>Author:</B></DT> <DD>Stefan Rueping, Ingo Mierswa</DD></DL><HR><P><!-- =========== FIELD SUMMARY =========== --><A NAME="field_summary"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2"><B>Field Summary</B></FONT></TH></TR></TABLE> <A NAME="fields_inherited_from_class_com.rapidminer.operator.learner.functions.kernel.jmysvm.svm.SVM"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor"><TH ALIGN="left"><B>Fields inherited from class com.rapidminer.operator.learner.functions.kernel.jmysvm.svm.<A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html" title="class in com.rapidminer.operator.learner.functions.kernel.jmysvm.svm">SVM</A></B></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#at_bound">at_bound</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#C">C</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#cNeg">cNeg</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#convergence_epsilon">convergence_epsilon</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#cPos">cPos</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#descend">descend</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#epsilon_neg">epsilon_neg</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#epsilon_pos">epsilon_pos</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#examples_total">examples_total</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#feasible_epsilon">feasible_epsilon</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#is_zero">is_zero</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#lambda_eq">lambda_eq</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#lambda_factor">lambda_factor</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#lambda_WS">lambda_WS</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#parameters_working_set_size">parameters_working_set_size</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#primal">primal</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#qp">qp</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#quadraticLossNeg">quadraticLossNeg</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#quadraticLossPos">quadraticLossPos</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#shrink_const">shrink_const</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#sum">sum</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#sum_alpha">sum_alpha</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#target_count">target_count</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#the_examples">the_examples</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#the_kernel">the_kernel</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#to_shrink">to_shrink</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#which_alpha">which_alpha</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#working_set">working_set</A>, <A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVM.html#working_set_size">working_set_size</A></CODE></TD></TR></TABLE> <!-- ======== CONSTRUCTOR SUMMARY ======== --><A NAME="constructor_summary"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2"><B>Constructor Summary</B></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><B><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMpattern.html#SVMpattern()">SVMpattern</A></B>()</CODE><BR> </TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><B><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMpattern.html#SVMpattern(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)">SVMpattern</A></B>(<A HREF="../../../../../../../../com/rapidminer/operator/Operator.html" title="class in com.rapidminer.operator">Operator</A> 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> 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> sVMExamples, <A HREF="../../../../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A> rapidMinerExamples, <A HREF="../../../../../../../../com/rapidminer/tools/RandomGenerator.html" title="class in com.rapidminer.tools">RandomGenerator</A> randomGenerator)</CODE><BR> </TD></TR></TABLE> <!-- ========== METHOD SUMMARY =========== --><A NAME="method_summary"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2"><B>Method Summary</B></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>protected boolean</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMpattern.html#is_alpha_neg(int)">is_alpha_neg</A></B>(int i)</CODE><BR> </TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>protected double</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMpattern.html#nabla(int)">nabla</A></B>(int i)</CODE><BR> </TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>protected void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/svm/SVMpattern.html#optimize()">optimize</A></B>()</CODE><BR> Calls the optimizer</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">⌨️ 快捷键说明
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