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Libsvm (MaltParser 1.4.1)
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<b>MaltParser 1.4.1</b></EM>
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org.maltparser.ml.libsvm</FONT>
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Class Libsvm</H2>
<PRE>
<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</A>
<IMG SRC="../../../../resources/inherit.gif" ALT="extended by "><B>org.maltparser.ml.libsvm.Libsvm</B>
</PRE>
<DL>
<DT><B>All Implemented Interfaces:</B> <DD><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></DD>
</DL>
<HR>
<DL>
<DT><PRE>public class <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.53"><B>Libsvm</B></A><DT>extends <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</A><DT>implements <A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></DL>
</PRE>
<P>
Implements an interface to the LIBSVM learner (currently the LIBSVM 2.91 is used). More information
about LIBSVM can be found at
<a href="http://www.csie.ntu.edu.tw/~cjlin/libsvm/" target="_blank">LIBSVM -- A Library for Support Vector Machines</a>.
<P>
<P>
<DL>
<DT><B>Since:</B></DT>
<DD>1.0</DD>
<DT><B>Author:</B></DT>
<DD>Johan Hall</DD>
</DL>
<HR>
<P>
<!-- ======== NESTED CLASS SUMMARY ======== -->
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<CODE>static class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.Verbostity.html" title="enum in org.maltparser.ml.libsvm">Libsvm.Verbostity</A></B></CODE>
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<!-- =========== FIELD SUMMARY =========== -->
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected boolean</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#excludeNullValues">excludeNullValues</A></B></CODE>
<BR>
</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected int</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#learnerMode">learnerMode</A></B></CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#LIBSVM_VERSION">LIBSVM_VERSION</A></B></CODE>
<BR>
</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#name">name</A></B></CODE>
<BR>
</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected int</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#numberOfInstances">numberOfInstances</A></B></CODE>
<BR>
</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected <A HREF="../../../../org/maltparser/parser/guide/instance/InstanceModel.html" title="interface in org.maltparser.parser.guide.instance">InstanceModel</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#owner">owner</A></B></CODE>
<BR>
</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#pathExternalSVMTrain">pathExternalSVMTrain</A></B></CODE>
<BR>
</TD>
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<CODE>protected boolean</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#saveInstanceFiles">saveInstanceFiles</A></B></CODE>
<BR>
</TD>
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</TABLE>
<A NAME="fields_inherited_from_class_org.maltparser.ml.LearningMethod"><!-- --></A>
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<TH ALIGN="left"><B>Fields inherited from interface org.maltparser.ml.<A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#BATCH">BATCH</A>, <A HREF="../../../../org/maltparser/ml/LearningMethod.html#CLASSIFY">CLASSIFY</A></CODE></TD>
</TR>
</TABLE>
<!-- ======== CONSTRUCTOR SUMMARY ======== -->
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<B>Constructor Summary</B></FONT></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#Libsvm(org.maltparser.parser.guide.instance.InstanceModel, java.lang.Integer)">Libsvm</A></B>(<A HREF="../../../../org/maltparser/parser/guide/instance/InstanceModel.html" title="interface in org.maltparser.parser.guide.instance">InstanceModel</A> owner,
<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A> learnerMode)</CODE>
<BR>
Constructs a LIBSVM learner.</TD>
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<!-- ========== METHOD SUMMARY =========== -->
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<B>Method Summary</B></FONT></TH>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#addInstance(org.maltparser.parser.history.action.SingleDecision, org.maltparser.core.feature.FeatureVector)">addInstance</A></B>(<A HREF="../../../../org/maltparser/parser/history/action/SingleDecision.html" title="interface in org.maltparser.parser.history.action">SingleDecision</A> decision,
<A HREF="../../../../org/maltparser/core/feature/FeatureVector.html" title="class in org.maltparser.core.feature">FeatureVector</A> featureVector)</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#closeInstanceWriter()">closeInstanceWriter</A></B>()</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> <A HREF="http://java.sun.com/javase/6/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</A><<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A>,<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A>></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#createFeatureIdToCountMap(java.util.ArrayList)">createFeatureIdToCountMap</A></B>(<A HREF="http://java.sun.com/javase/6/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</A><<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A>> divideFeatureIndexVector)</CODE>
<BR>
</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#crossValidate(org.maltparser.core.feature.FeatureVector, int)">crossValidate</A></B>(<A HREF="../../../../org/maltparser/core/feature/FeatureVector.html" title="class in org.maltparser.core.feature">FeatureVector</A> featureVector,
int nrOfSplits)</CODE>
<BR>
This method does a cross validation of the training instances added and return the average score over the
nrOfSplit divisions.</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#decreaseNumberOfInstances()">decreaseNumberOfInstances</A></B>()</CODE>
<BR>
</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#divideByFeatureSet(java.util.Set, java.util.ArrayList, java.lang.String)">divideByFeatureSet</A></B>(<A HREF="http://java.sun.com/javase/6/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</A><<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A>> featureIdsToCreateSeparateBranchesForSet,
<A HREF="http://java.sun.com/javase/6/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</A><<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A>> divideFeatureIndexVector,
<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> otherId)</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#finalize()">finalize</A></B>()</CODE>
<BR>
</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#finalizeSentence(org.maltparser.core.syntaxgraph.DependencyStructure)">finalizeSentence</A></B>(<A HREF="../../../../org/maltparser/core/syntaxgraph/DependencyStructure.html" title="interface in org.maltparser.core.syntaxgraph">DependencyStructure</A> dependencyGraph)</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected <A HREF="http://java.sun.com/javase/6/docs/api/java/util/jar/JarEntry.html?is-external=true" title="class or interface in java.util.jar">JarEntry</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getConfigFileEntry(java.lang.String)">getConfigFileEntry</A></B>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> suffix)</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> <A HREF="../../../../org/maltparser/parser/DependencyParserConfig.html" title="interface in org.maltparser.parser">DependencyParserConfig</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getConfiguration()">getConfiguration</A></B>()</CODE>
<BR>
Returns the current configuration</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected <A HREF="http://java.sun.com/javase/6/docs/api/java/io/File.html?is-external=true" title="class or interface in java.io">File</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getFile(java.lang.String)">getFile</A></B>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> suffix)</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected <A HREF="http://java.sun.com/javase/6/docs/api/java/io/InputStreamReader.html?is-external=true" title="class or interface in java.io">InputStreamReader</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getInstanceInputStreamReader(java.lang.String)">getInstanceInputStreamReader</A></B>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> suffix)</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected <A HREF="http://java.sun.com/javase/6/docs/api/java/io/InputStreamReader.html?is-external=true" title="class or interface in java.io">InputStreamReader</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getInstanceInputStreamReaderFromConfigFile(java.lang.String)">getInstanceInputStreamReaderFromConfigFile</A></B>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> suffix)</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected <A HREF="http://java.sun.com/javase/6/docs/api/java/io/OutputStreamWriter.html?is-external=true" title="class or interface in java.io">OutputStreamWriter</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getInstanceOutputStreamWriter(java.lang.String)">getInstanceOutputStreamWriter</A></B>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> suffix)</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> <A HREF="http://java.sun.com/javase/6/docs/api/java/io/BufferedWriter.html?is-external=true" title="class or interface in java.io">BufferedWriter</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getInstanceWriter()">getInstanceWriter</A></B>()</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> int</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getLearnerMode()">getLearnerMode</A></B>()</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getLearningMethodName()">getLearningMethodName</A></B>()</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> int</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getNumberOfInstances()">getNumberOfInstances</A></B>()</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> <A HREF="../../../../org/maltparser/parser/guide/instance/InstanceModel.html" title="interface in org.maltparser.parser.guide.instance">InstanceModel</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getOwner()">getOwner</A></B>()</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getParamString()">getParamString</A></B>()</CODE>
<BR>
Returns the parameter string for used for configure LIBSVM</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A>[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#getSVMParamStringArray(libsvm.svm_parameter)">getSVMParamStringArray</A></B>(libsvm.svm_parameter param)</CODE>
<BR>
</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#increaseNumberOfInstances()">increaseNumberOfInstances</A></B>()</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#initParameters(libsvm.svm_parameter)">initParameters</A></B>(libsvm.svm_parameter param)</CODE>
<BR>
Assign a default value to all svm parameters</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#initSpecialParameters()">initSpecialParameters</A></B>()</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#initSvmParam(java.lang.String)">initSvmParam</A></B>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> paramString)</CODE>
<BR>
Initialize the LIBSVM according to the parameter string</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#maltSVMFormat2OriginalSVMFormat(java.io.InputStreamReader, java.io.OutputStreamWriter, int[])">maltSVMFormat2OriginalSVMFormat</A></B>(<A HREF="http://java.sun.com/javase/6/docs/api/java/io/InputStreamReader.html?is-external=true" title="class or interface in java.io">InputStreamReader</A> isr,
<A HREF="http://java.sun.com/javase/6/docs/api/java/io/OutputStreamWriter.html?is-external=true" title="class or interface in java.io">OutputStreamWriter</A> osw,
int[] cardinalities)</CODE>
<BR>
Converts the instance file (Malt's own SVM format) into the LIBSVM (SVMLight) format.</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#moveAllInstances(org.maltparser.ml.LearningMethod, org.maltparser.core.feature.function.FeatureFunction, java.util.ArrayList)">moveAllInstances</A></B>(<A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A> method,
<A HREF="../../../../org/maltparser/core/feature/function/FeatureFunction.html" title="interface in org.maltparser.core.feature.function">FeatureFunction</A> divideFeature,
<A HREF="http://java.sun.com/javase/6/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</A><<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A>> divideFeatureIndexVector)</CODE>
<BR>
</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#noMoreInstances()">noMoreInstances</A></B>()</CODE>
<BR>
</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#parseParameters(java.lang.String, libsvm.svm_parameter)">parseParameters</A></B>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> paramstring,
libsvm.svm_parameter param)</CODE>
<BR>
Parses the parameter string.</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#predict(org.maltparser.core.feature.FeatureVector, org.maltparser.parser.history.action.SingleDecision)">predict</A></B>(<A HREF="../../../../org/maltparser/core/feature/FeatureVector.html" title="class in org.maltparser.core.feature">FeatureVector</A> featureVector,
<A HREF="../../../../org/maltparser/parser/history/action/SingleDecision.html" title="interface in org.maltparser.parser.history.action">SingleDecision</A> decision)</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> libsvm.svm_problem</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#readProblemMaltSVMFormat(java.io.InputStreamReader, int[], libsvm.svm_parameter)">readProblemMaltSVMFormat</A></B>(<A HREF="http://java.sun.com/javase/6/docs/api/java/io/InputStreamReader.html?is-external=true" title="class or interface in java.io">InputStreamReader</A> isr,
int[] cardinalities,
libsvm.svm_parameter param)</CODE>
<BR>
Reads an instance file into a svm_problem object according to the Malt-SVM format, which is column fixed format (tab-separated).</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#setLearnerMode(int)">setLearnerMode</A></B>(int learnerMode)</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#setLearningMethodName(java.lang.String)">setLearningMethodName</A></B>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> name)</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#setNumberOfInstances(int)">setNumberOfInstances</A></B>(int numberOfInstances)</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#setOwner(org.maltparser.parser.guide.instance.InstanceModel)">setOwner</A></B>(<A HREF="../../../../org/maltparser/parser/guide/instance/InstanceModel.html" title="interface in org.maltparser.parser.guide.instance">InstanceModel</A> owner)</CODE>
<BR>
</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#svm_predict_with_kbestlist(libsvm.svm_model, libsvm.svm_node[], org.maltparser.parser.history.kbest.KBestList)">svm_predict_with_kbestlist</A></B>(libsvm.svm_model model,
libsvm.svm_node[] x,
<A HREF="../../../../org/maltparser/parser/history/kbest/KBestList.html" title="class in org.maltparser.parser.history.kbest">KBestList</A> kBestList)</CODE>
<BR>
</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#terminate()">terminate</A></B>()</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#toString()">toString</A></B>()</CODE>
<BR>
</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../org/maltparser/ml/libsvm/Libsvm.html#toStringParameters(libsvm.svm_parameter)">toStringParameters</A></B>(libsvm.svm_parameter param)</CODE>
<BR>
Returns a string containing all svm-parameters of interest</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="../../../../org/maltparser/ml/libsvm/Libsvm.html#train(org.maltparser.core.feature.FeatureVector)">train</A></B>(<A HREF="../../../../org/maltparser/core/feature/FeatureVector.html" title="class in org.maltparser.core.feature">FeatureVector</A> featureVector)</CODE>
<BR>
</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.<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#clone()" title="class or interface in java.lang">clone</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#equals(java.lang.Object)" title="class or interface in java.lang">equals</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#getClass()" title="class or interface in java.lang">getClass</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#hashCode()" title="class or interface in java.lang">hashCode</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#notify()" title="class or interface in java.lang">notify</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#notifyAll()" title="class or interface in java.lang">notifyAll</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#wait()" title="class or interface in java.lang">wait</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#wait(long)" title="class or interface in java.lang">wait</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#wait(long, int)" title="class or interface in java.lang">wait</A></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="LIBSVM_VERSION"><!-- --></A><H3>
LIBSVM_VERSION</H3>
<PRE>
public static final <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.54"><B>LIBSVM_VERSION</B></A></PRE>
<DL>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#org.maltparser.ml.libsvm.Libsvm.LIBSVM_VERSION">Constant Field Values</A></DL>
</DL>
<HR>
<A NAME="owner"><!-- --></A><H3>
owner</H3>
<PRE>
protected <A HREF="../../../../org/maltparser/parser/guide/instance/InstanceModel.html" title="interface in org.maltparser.parser.guide.instance">InstanceModel</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.58"><B>owner</B></A></PRE>
<DL>
<DL>
</DL>
</DL>
<HR>
<A NAME="learnerMode"><!-- --></A><H3>
learnerMode</H3>
<PRE>
protected int <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.59"><B>learnerMode</B></A></PRE>
<DL>
<DL>
</DL>
</DL>
<HR>
<A NAME="name"><!-- --></A><H3>
name</H3>
<PRE>
protected <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.60"><B>name</B></A></PRE>
<DL>
<DL>
</DL>
</DL>
<HR>
<A NAME="numberOfInstances"><!-- --></A><H3>
numberOfInstances</H3>
<PRE>
protected int <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.61"><B>numberOfInstances</B></A></PRE>
<DL>
<DL>
</DL>
</DL>
<HR>
<A NAME="saveInstanceFiles"><!-- --></A><H3>
saveInstanceFiles</H3>
<PRE>
protected boolean <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.62"><B>saveInstanceFiles</B></A></PRE>
<DL>
<DL>
</DL>
</DL>
<HR>
<A NAME="excludeNullValues"><!-- --></A><H3>
excludeNullValues</H3>
<PRE>
protected boolean <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.63"><B>excludeNullValues</B></A></PRE>
<DL>
<DL>
</DL>
</DL>
<HR>
<A NAME="pathExternalSVMTrain"><!-- --></A><H3>
pathExternalSVMTrain</H3>
<PRE>
protected <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.64"><B>pathExternalSVMTrain</B></A></PRE>
<DL>
<DL>
</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="Libsvm(org.maltparser.parser.guide.instance.InstanceModel, java.lang.Integer)"><!-- --></A><H3>
Libsvm</H3>
<PRE>
public <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.96"><B>Libsvm</B></A>(<A HREF="../../../../org/maltparser/parser/guide/instance/InstanceModel.html" title="interface in org.maltparser.parser.guide.instance">InstanceModel</A> owner,
<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A> learnerMode)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD>Constructs a LIBSVM learner.
<P>
<DL>
<DT><B>Parameters:</B><DD><CODE>owner</CODE> - the guide model owner<DD><CODE>learnerMode</CODE> - the mode of the learner TRAIN or CLASSIFY
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></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="addInstance(org.maltparser.parser.history.action.SingleDecision, org.maltparser.core.feature.FeatureVector)"><!-- --></A><H3>
addInstance</H3>
<PRE>
public void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.122"><B>addInstance</B></A>(<A HREF="../../../../org/maltparser/parser/history/action/SingleDecision.html" title="interface in org.maltparser.parser.history.action">SingleDecision</A> decision,
<A HREF="../../../../org/maltparser/core/feature/FeatureVector.html" title="class in org.maltparser.core.feature">FeatureVector</A> featureVector)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#addInstance(org.maltparser.parser.history.action.SingleDecision, org.maltparser.core.feature.FeatureVector)">addInstance</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="finalizeSentence(org.maltparser.core.syntaxgraph.DependencyStructure)"><!-- --></A><H3>
finalizeSentence</H3>
<PRE>
public void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.162"><B>finalizeSentence</B></A>(<A HREF="../../../../org/maltparser/core/syntaxgraph/DependencyStructure.html" title="interface in org.maltparser.core.syntaxgraph">DependencyStructure</A> dependencyGraph)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#finalizeSentence(org.maltparser.core.syntaxgraph.DependencyStructure)">finalizeSentence</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="noMoreInstances()"><!-- --></A><H3>
noMoreInstances</H3>
<PRE>
public void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.167"><B>noMoreInstances</B></A>()
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#noMoreInstances()">noMoreInstances</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="train(org.maltparser.core.feature.FeatureVector)"><!-- --></A><H3>
train</H3>
<PRE>
public void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.175"><B>train</B></A>(<A HREF="../../../../org/maltparser/core/feature/FeatureVector.html" title="class in org.maltparser.core.feature">FeatureVector</A> featureVector)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#train(org.maltparser.core.feature.FeatureVector)">train</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="crossValidate(org.maltparser.core.feature.FeatureVector, int)"><!-- --></A><H3>
crossValidate</H3>
<PRE>
public double <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.217"><B>crossValidate</B></A>(<A HREF="../../../../org/maltparser/core/feature/FeatureVector.html" title="class in org.maltparser.core.feature">FeatureVector</A> featureVector,
int nrOfSplits)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><B>Description copied from interface: <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#crossValidate(org.maltparser.core.feature.FeatureVector, int)">LearningMethod</A></CODE></B></DD>
<DD>This method does a cross validation of the training instances added and return the average score over the
nrOfSplit divisions. This method is used by the decision tree model when deciding which parts
of the tree that shall be pruned.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#crossValidate(org.maltparser.core.feature.FeatureVector, int)">crossValidate</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Returns:</B><DD>a double
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="moveAllInstances(org.maltparser.ml.LearningMethod, org.maltparser.core.feature.function.FeatureFunction, java.util.ArrayList)"><!-- --></A><H3>
moveAllInstances</H3>
<PRE>
public void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.386"><B>moveAllInstances</B></A>(<A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A> method,
<A HREF="../../../../org/maltparser/core/feature/function/FeatureFunction.html" title="interface in org.maltparser.core.feature.function">FeatureFunction</A> divideFeature,
<A HREF="http://java.sun.com/javase/6/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</A><<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A>> divideFeatureIndexVector)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#moveAllInstances(org.maltparser.ml.LearningMethod, org.maltparser.core.feature.function.FeatureFunction, java.util.ArrayList)">moveAllInstances</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="predict(org.maltparser.core.feature.FeatureVector, org.maltparser.parser.history.action.SingleDecision)"><!-- --></A><H3>
predict</H3>
<PRE>
public boolean <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.451"><B>predict</B></A>(<A HREF="../../../../org/maltparser/core/feature/FeatureVector.html" title="class in org.maltparser.core.feature">FeatureVector</A> featureVector,
<A HREF="../../../../org/maltparser/parser/history/action/SingleDecision.html" title="interface in org.maltparser.parser.history.action">SingleDecision</A> decision)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#predict(org.maltparser.core.feature.FeatureVector, org.maltparser.parser.history.action.SingleDecision)">predict</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="terminate()"><!-- --></A><H3>
terminate</H3>
<PRE>
public void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.528"><B>terminate</B></A>()
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#terminate()">terminate</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="getInstanceWriter()"><!-- --></A><H3>
getInstanceWriter</H3>
<PRE>
public <A HREF="http://java.sun.com/javase/6/docs/api/java/io/BufferedWriter.html?is-external=true" title="class or interface in java.io">BufferedWriter</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.536"><B>getInstanceWriter</B></A>()</PRE>
<DL>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#getInstanceWriter()">getInstanceWriter</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>
<A NAME="closeInstanceWriter()"><!-- --></A><H3>
closeInstanceWriter</H3>
<PRE>
protected void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.540"><B>closeInstanceWriter</B></A>()
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="initSvmParam(java.lang.String)"><!-- --></A><H3>
initSvmParam</H3>
<PRE>
protected void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.558"><B>initSvmParam</B></A>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> paramString)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD>Initialize the LIBSVM according to the parameter string
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>paramString</CODE> - the parameter string to configure the LIBSVM learner.
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="getParamString()"><!-- --></A><H3>
getParamString</H3>
<PRE>
public <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.570"><B>getParamString</B></A>()</PRE>
<DL>
<DD>Returns the parameter string for used for configure LIBSVM
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Returns:</B><DD>the parameter string for used for configure LIBSVM</DL>
</DD>
</DL>
<HR>
<A NAME="getOwner()"><!-- --></A><H3>
getOwner</H3>
<PRE>
public <A HREF="../../../../org/maltparser/parser/guide/instance/InstanceModel.html" title="interface in org.maltparser.parser.guide.instance">InstanceModel</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.574"><B>getOwner</B></A>()</PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>
<A NAME="setOwner(org.maltparser.parser.guide.instance.InstanceModel)"><!-- --></A><H3>
setOwner</H3>
<PRE>
protected void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.578"><B>setOwner</B></A>(<A HREF="../../../../org/maltparser/parser/guide/instance/InstanceModel.html" title="interface in org.maltparser.parser.guide.instance">InstanceModel</A> owner)</PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>
<A NAME="getLearnerMode()"><!-- --></A><H3>
getLearnerMode</H3>
<PRE>
public int <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.582"><B>getLearnerMode</B></A>()</PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>
<A NAME="setLearnerMode(int)"><!-- --></A><H3>
setLearnerMode</H3>
<PRE>
public void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.586"><B>setLearnerMode</B></A>(int learnerMode)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="getLearningMethodName()"><!-- --></A><H3>
getLearningMethodName</H3>
<PRE>
public <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.590"><B>getLearningMethodName</B></A>()</PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>
<A NAME="getConfiguration()"><!-- --></A><H3>
getConfiguration</H3>
<PRE>
public <A HREF="../../../../org/maltparser/parser/DependencyParserConfig.html" title="interface in org.maltparser.parser">DependencyParserConfig</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.600"><B>getConfiguration</B></A>()
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD>Returns the current configuration
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Returns:</B><DD>the current configuration
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="getNumberOfInstances()"><!-- --></A><H3>
getNumberOfInstances</H3>
<PRE>
public int <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.604"><B>getNumberOfInstances</B></A>()
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="increaseNumberOfInstances()"><!-- --></A><H3>
increaseNumberOfInstances</H3>
<PRE>
public void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.629"><B>increaseNumberOfInstances</B></A>()</PRE>
<DL>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#increaseNumberOfInstances()">increaseNumberOfInstances</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>
<A NAME="decreaseNumberOfInstances()"><!-- --></A><H3>
decreaseNumberOfInstances</H3>
<PRE>
public void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.634"><B>decreaseNumberOfInstances</B></A>()</PRE>
<DL>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#decreaseNumberOfInstances()">decreaseNumberOfInstances</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>
<A NAME="setNumberOfInstances(int)"><!-- --></A><H3>
setNumberOfInstances</H3>
<PRE>
protected void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.639"><B>setNumberOfInstances</B></A>(int numberOfInstances)</PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>
<A NAME="setLearningMethodName(java.lang.String)"><!-- --></A><H3>
setLearningMethodName</H3>
<PRE>
protected void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.643"><B>setLearningMethodName</B></A>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> name)</PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>
<A NAME="getInstanceOutputStreamWriter(java.lang.String)"><!-- --></A><H3>
getInstanceOutputStreamWriter</H3>
<PRE>
protected <A HREF="http://java.sun.com/javase/6/docs/api/java/io/OutputStreamWriter.html?is-external=true" title="class or interface in java.io">OutputStreamWriter</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.647"><B>getInstanceOutputStreamWriter</B></A>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> suffix)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="getInstanceInputStreamReader(java.lang.String)"><!-- --></A><H3>
getInstanceInputStreamReader</H3>
<PRE>
protected <A HREF="http://java.sun.com/javase/6/docs/api/java/io/InputStreamReader.html?is-external=true" title="class or interface in java.io">InputStreamReader</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.651"><B>getInstanceInputStreamReader</B></A>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> suffix)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="getInstanceInputStreamReaderFromConfigFile(java.lang.String)"><!-- --></A><H3>
getInstanceInputStreamReaderFromConfigFile</H3>
<PRE>
protected <A HREF="http://java.sun.com/javase/6/docs/api/java/io/InputStreamReader.html?is-external=true" title="class or interface in java.io">InputStreamReader</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.655"><B>getInstanceInputStreamReaderFromConfigFile</B></A>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> suffix)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="getFile(java.lang.String)"><!-- --></A><H3>
getFile</H3>
<PRE>
protected <A HREF="http://java.sun.com/javase/6/docs/api/java/io/File.html?is-external=true" title="class or interface in java.io">File</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.659"><B>getFile</B></A>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> suffix)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="getConfigFileEntry(java.lang.String)"><!-- --></A><H3>
getConfigFileEntry</H3>
<PRE>
protected <A HREF="http://java.sun.com/javase/6/docs/api/java/util/jar/JarEntry.html?is-external=true" title="class or interface in java.util.jar">JarEntry</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.663"><B>getConfigFileEntry</B></A>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> suffix)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="readProblemMaltSVMFormat(java.io.InputStreamReader, int[], libsvm.svm_parameter)"><!-- --></A><H3>
readProblemMaltSVMFormat</H3>
<PRE>
public final libsvm.svm_problem <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.675"><B>readProblemMaltSVMFormat</B></A>(<A HREF="http://java.sun.com/javase/6/docs/api/java/io/InputStreamReader.html?is-external=true" title="class or interface in java.io">InputStreamReader</A> isr,
int[] cardinalities,
libsvm.svm_parameter param)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD>Reads an instance file into a svm_problem object according to the Malt-SVM format, which is column fixed format (tab-separated).
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>isr</CODE> - the instance stream reader for the instance file<DD><CODE>cardinalities</CODE> - a array containing the number of distinct values for a particular column.<DD><CODE>param</CODE> - a svm_parameter object
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/ml/libsvm/LibsvmException.html" title="class in org.maltparser.ml.libsvm">LibsvmException</A></CODE>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="initSpecialParameters()"><!-- --></A><H3>
initSpecialParameters</H3>
<PRE>
protected void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.740"><B>initSpecialParameters</B></A>()
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="initParameters(libsvm.svm_parameter)"><!-- --></A><H3>
initParameters</H3>
<PRE>
protected void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.774"><B>initParameters</B></A>(libsvm.svm_parameter param)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD>Assign a default value to all svm parameters
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>param</CODE> - a svm_parameter object
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="toStringParameters(libsvm.svm_parameter)"><!-- --></A><H3>
toStringParameters</H3>
<PRE>
public <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.801"><B>toStringParameters</B></A>(libsvm.svm_parameter param)</PRE>
<DL>
<DD>Returns a string containing all svm-parameters of interest
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>param</CODE> - a svm_parameter object
<DT><B>Returns:</B><DD>a string containing all svm-parameters of interest</DL>
</DD>
</DL>
<HR>
<A NAME="getSVMParamStringArray(libsvm.svm_parameter)"><!-- --></A><H3>
getSVMParamStringArray</H3>
<PRE>
public <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A>[] <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.861"><B>getSVMParamStringArray</B></A>(libsvm.svm_parameter param)</PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>
<A NAME="parseParameters(java.lang.String, libsvm.svm_parameter)"><!-- --></A><H3>
parseParameters</H3>
<PRE>
public void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.914"><B>parseParameters</B></A>(<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> paramstring,
libsvm.svm_parameter param)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD>Parses the parameter string. The parameter string must contain parameter and value pairs, which are separated by a blank
or a underscore. The parameter begins with a character '-' followed by a one-character flag and the value must comply with
the parameters data type. Some examples:
-s 0 -t 1 -d 2 -g 0.4 -e 0.1
-s_0_-t_1_-d_2_-g_0.4_-e_0.1
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>paramstring</CODE> - the parameter string<DD><CODE>param</CODE> - a svm_parameter object
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/ml/libsvm/LibsvmException.html" title="class in org.maltparser.ml.libsvm">LibsvmException</A></CODE>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="svm_predict_with_kbestlist(libsvm.svm_model, libsvm.svm_node[], org.maltparser.parser.history.kbest.KBestList)"><!-- --></A><H3>
svm_predict_with_kbestlist</H3>
<PRE>
public void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.1010"><B>svm_predict_with_kbestlist</B></A>(libsvm.svm_model model,
libsvm.svm_node[] x,
<A HREF="../../../../org/maltparser/parser/history/kbest/KBestList.html" title="class in org.maltparser.parser.history.kbest">KBestList</A> kBestList)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="maltSVMFormat2OriginalSVMFormat(java.io.InputStreamReader, java.io.OutputStreamWriter, int[])"><!-- --></A><H3>
maltSVMFormat2OriginalSVMFormat</H3>
<PRE>
public static void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.1085"><B>maltSVMFormat2OriginalSVMFormat</B></A>(<A HREF="http://java.sun.com/javase/6/docs/api/java/io/InputStreamReader.html?is-external=true" title="class or interface in java.io">InputStreamReader</A> isr,
<A HREF="http://java.sun.com/javase/6/docs/api/java/io/OutputStreamWriter.html?is-external=true" title="class or interface in java.io">OutputStreamWriter</A> osw,
int[] cardinalities)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD>Converts the instance file (Malt's own SVM format) into the LIBSVM (SVMLight) format. The input instance file is removed (replaced)
by the instance file in the LIBSVM (SVMLight) format. If a column contains -1, the value will be removed in destination file.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>isr</CODE> - the input stream reader for the source instance file<DD><CODE>osw</CODE> - the output stream writer for the destination instance file<DD><CODE>cardinalities</CODE> - a vector containing the number of distinct values for a particular column
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/ml/libsvm/LibsvmException.html" title="class in org.maltparser.ml.libsvm">LibsvmException</A></CODE>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="finalize()"><!-- --></A><H3>
finalize</H3>
<PRE>
protected void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.1138"><B>finalize</B></A>()
throws <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Throwable.html?is-external=true" title="class or interface in java.lang">Throwable</A></PRE>
<DL>
<DD><DL>
<DT><B>Overrides:</B><DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#finalize()" title="class or interface in java.lang">finalize</A></CODE> in class <CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Throwable.html?is-external=true" title="class or interface in java.lang">Throwable</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="toString()"><!-- --></A><H3>
toString</H3>
<PRE>
public <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.1149"><B>toString</B></A>()</PRE>
<DL>
<DD><DL>
<DT><B>Overrides:</B><DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#toString()" title="class or interface in java.lang">toString</A></CODE> in class <CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</A></CODE></DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>
<A NAME="divideByFeatureSet(java.util.Set, java.util.ArrayList, java.lang.String)"><!-- --></A><H3>
divideByFeatureSet</H3>
<PRE>
public void <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.1161"><B>divideByFeatureSet</B></A>(<A HREF="http://java.sun.com/javase/6/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</A><<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A>> featureIdsToCreateSeparateBranchesForSet,
<A HREF="http://java.sun.com/javase/6/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</A><<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A>> divideFeatureIndexVector,
<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</A> otherId)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#divideByFeatureSet(java.util.Set, java.util.ArrayList, java.lang.String)">divideByFeatureSet</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
<HR>
<A NAME="createFeatureIdToCountMap(java.util.ArrayList)"><!-- --></A><H3>
createFeatureIdToCountMap</H3>
<PRE>
public <A HREF="http://java.sun.com/javase/6/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</A><<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A>,<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A>> <A HREF="../../../../src-html/org/maltparser/ml/libsvm/Libsvm.html#line.1237"><B>createFeatureIdToCountMap</B></A>(<A HREF="http://java.sun.com/javase/6/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</A><<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</A>> divideFeatureIndexVector)
throws <A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></PRE>
<DL>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html#createFeatureIdToCountMap(java.util.ArrayList)">createFeatureIdToCountMap</A></CODE> in interface <CODE><A HREF="../../../../org/maltparser/ml/LearningMethod.html" title="interface in org.maltparser.ml">LearningMethod</A></CODE></DL>
</DD>
<DD><DL>
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../org/maltparser/core/exception/MaltChainedException.html" title="class in org.maltparser.core.exception">MaltChainedException</A></CODE></DL>
</DD>
</DL>
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