serialized-form.html

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<H3>
m_seed</H3>
<PRE>
int <B>m_seed</B></PRE>
<DL>
<DD>seed used to randomly shuffle instances for cross validation
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_threshold</H3>
<PRE>
double <B>m_threshold</B></PRE>
<DL>
<DD>cutoff value by which to select attributes for ranked results
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_numToSelect</H3>
<PRE>
int <B>m_numToSelect</B></PRE>
<DL>
<DD>number of attributes requested from ranked results
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_selectedAttributeSet</H3>
<PRE>
int[] <B>m_selectedAttributeSet</B></PRE>
<DL>
<DD>the selected attributes
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_attributeRanking</H3>
<PRE>
double[][] <B>m_attributeRanking</B></PRE>
<DL>
<DD>the attribute indexes and associated merits if a ranking is produced
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_transformer</H3>
<PRE>
<A HREF="weka/attributeSelection/AttributeTransformer.html" title="interface in weka.attributeSelection">AttributeTransformer</A> <B>m_transformer</B></PRE>
<DL>
<DD>if a feature selection run involves an attribute transformer
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_attributeFilter</H3>
<PRE>
<A HREF="weka/filters/unsupervised/attribute/Remove.html" title="class in weka.filters.unsupervised.attribute">Remove</A> <B>m_attributeFilter</B></PRE>
<DL>
<DD>the attribute filter for processing instances with respect to
      the most recent feature selection run
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_rankResults</H3>
<PRE>
double[][] <B>m_rankResults</B></PRE>
<DL>
<DD>hold statistics for repeated feature selection, such as
      under cross validation
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_subsetResults</H3>
<PRE>
double[] <B>m_subsetResults</B></PRE>
<DL>
<DL>
</DL>
</DL>
<HR>

<H3>
m_trials</H3>
<PRE>
int <B>m_trials</B></PRE>
<DL>
<DL>
</DL>
</DL>

<P>
<A NAME="weka.attributeSelection.BestFirst"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TD COLSPAN=2><FONT SIZE="+2">
<B>Class <A HREF="weka/attributeSelection/BestFirst.html" title="class in weka.attributeSelection">weka.attributeSelection.BestFirst</A> extends <A HREF="weka/attributeSelection/ASSearch.html" title="class in weka.attributeSelection">ASSearch</A> implements Serializable</B></FONT></TD>
</TR>
</TABLE>

<P>
<A NAME="serializedForm"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TD COLSPAN=1><FONT SIZE="+2">
<B>Serialized Fields</B></FONT></TD>
</TR>
</TABLE>

<H3>
m_maxStale</H3>
<PRE>
int <B>m_maxStale</B></PRE>
<DL>
<DD>maximum number of stale nodes before terminating search
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_searchDirection</H3>
<PRE>
int <B>m_searchDirection</B></PRE>
<DL>
<DD>0 == backward search, 1 == forward search, 2 == bidirectional
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_starting</H3>
<PRE>
int[] <B>m_starting</B></PRE>
<DL>
<DD>holds an array of starting attributes
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_startRange</H3>
<PRE>
<A HREF="weka/core/Range.html" title="class in weka.core">Range</A> <B>m_startRange</B></PRE>
<DL>
<DD>holds the start set for the search as a Range
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_hasClass</H3>
<PRE>
boolean <B>m_hasClass</B></PRE>
<DL>
<DD>does the data have a class
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_classIndex</H3>
<PRE>
int <B>m_classIndex</B></PRE>
<DL>
<DD>holds the class index
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_numAttribs</H3>
<PRE>
int <B>m_numAttribs</B></PRE>
<DL>
<DD>number of attributes in the data
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_totalEvals</H3>
<PRE>
int <B>m_totalEvals</B></PRE>
<DL>
<DD>total number of subsets evaluated during a search
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_debug</H3>
<PRE>
boolean <B>m_debug</B></PRE>
<DL>
<DD>for debugging
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_bestMerit</H3>
<PRE>
double <B>m_bestMerit</B></PRE>
<DL>
<DD>holds the merit of the best subset found
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_cacheSize</H3>
<PRE>
int <B>m_cacheSize</B></PRE>
<DL>
<DD>holds the maximum size of the lookup cache for evaluated subsets
<P>
<DL>
</DL>
</DL>

<P>
<A NAME="weka.attributeSelection.BestFirst.Link2"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TD COLSPAN=2><FONT SIZE="+2">
<B>Class <A HREF="weka/attributeSelection/BestFirst.Link2.html" title="class in weka.attributeSelection">weka.attributeSelection.BestFirst.Link2</A> extends java.lang.Object implements Serializable</B></FONT></TD>
</TR>
</TABLE>

<P>
<A NAME="serializedForm"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TD COLSPAN=1><FONT SIZE="+2">
<B>Serialized Fields</B></FONT></TD>
</TR>
</TABLE>

<H3>
m_data</H3>
<PRE>
java.lang.Object[] <B>m_data</B></PRE>
<DL>
<DL>
</DL>
</DL>
<HR>

<H3>
m_merit</H3>
<PRE>
double <B>m_merit</B></PRE>
<DL>
<DL>
</DL>
</DL>

<P>
<A NAME="weka.attributeSelection.BestFirst.LinkedList2"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TD COLSPAN=2><FONT SIZE="+2">
<B>Class <A HREF="weka/attributeSelection/BestFirst.LinkedList2.html" title="class in weka.attributeSelection">weka.attributeSelection.BestFirst.LinkedList2</A> extends <A HREF="weka/core/FastVector.html" title="class in weka.core">FastVector</A> implements Serializable</B></FONT></TD>
</TR>
</TABLE>

<P>
<A NAME="serializedForm"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TD COLSPAN=1><FONT SIZE="+2">
<B>Serialized Fields</B></FONT></TD>
</TR>
</TABLE>

<H3>
m_MaxSize</H3>
<PRE>
int <B>m_MaxSize</B></PRE>
<DL>
<DL>
</DL>
</DL>

<P>
<A NAME="weka.attributeSelection.CfsSubsetEval"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TD COLSPAN=2><FONT SIZE="+2">
<B>Class <A HREF="weka/attributeSelection/CfsSubsetEval.html" title="class in weka.attributeSelection">weka.attributeSelection.CfsSubsetEval</A> extends <A HREF="weka/attributeSelection/SubsetEvaluator.html" title="class in weka.attributeSelection">SubsetEvaluator</A> implements Serializable</B></FONT></TD>
</TR>
</TABLE>

<P>
<A NAME="serializedForm"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TD COLSPAN=1><FONT SIZE="+2">
<B>Serialized Fields</B></FONT></TD>
</TR>
</TABLE>

<H3>
m_trainInstances</H3>
<PRE>
<A HREF="weka/core/Instances.html" title="class in weka.core">Instances</A> <B>m_trainInstances</B></PRE>
<DL>
<DD>The training instances
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_disTransform</H3>
<PRE>
<A HREF="weka/filters/supervised/attribute/Discretize.html" title="class in weka.filters.supervised.attribute">Discretize</A> <B>m_disTransform</B></PRE>
<DL>
<DD>Discretise attributes when class in nominal
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_classIndex</H3>
<PRE>
int <B>m_classIndex</B></PRE>
<DL>
<DD>The class index
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_isNumeric</H3>
<PRE>
boolean <B>m_isNumeric</B></PRE>
<DL>
<DD>Is the class numeric
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_numAttribs</H3>
<PRE>
int <B>m_numAttribs</B></PRE>
<DL>
<DD>Number of attributes in the training data
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_numInstances</H3>
<PRE>
int <B>m_numInstances</B></PRE>
<DL>
<DD>Number of instances in the training data
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_missingSeperate</H3>
<PRE>
boolean <B>m_missingSeperate</B></PRE>
<DL>
<DD>Treat missing values as seperate values
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_locallyPredictive</H3>
<PRE>
boolean <B>m_locallyPredictive</B></PRE>
<DL>
<DD>Include locally predicitive attributes
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_corr_matrix</H3>
<PRE>
float[][] <B>m_corr_matrix</B></PRE>
<DL>
<DD>Holds the matrix of attribute correlations
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_std_devs</H3>
<PRE>
double[] <B>m_std_devs</B></PRE>
<DL>
<DD>Standard deviations of attributes (when using pearsons correlation)
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_c_Threshold</H3>
<PRE>
double <B>m_c_Threshold</B></PRE>
<DL>
<DD>Threshold for admitting locally predictive features
<P>
<DL>
</DL>
</DL>

<P>
<A NAME="weka.attributeSelection.ChiSquaredAttributeEval"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TD COLSPAN=2><FONT SIZE="+2">
<B>Class <A HREF="weka/attributeSelection/ChiSquaredAttributeEval.html" title="class in weka.attributeSelection">weka.attributeSelection.ChiSquaredAttributeEval</A> extends <A HREF="weka/attributeSelection/AttributeEvaluator.html" title="class in weka.attributeSelection">AttributeEvaluator</A> implements Serializable</B></FONT></TD>
</TR>
</TABLE>

<P>
<A NAME="serializedForm"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TD COLSPAN=1><FONT SIZE="+2">
<B>Serialized Fields</B></FONT></TD>
</TR>
</TABLE>

<H3>
m_missing_merge</H3>
<PRE>
boolean <B>m_missing_merge</B></PRE>
<DL>
<DD>Treat missing values as a seperate value
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_Binarize</H3>
<PRE>
boolean <B>m_Binarize</B></PRE>
<DL>
<DD>Just binarize numeric attributes
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_ChiSquareds</H3>
<PRE>
double[] <B>m_ChiSquareds</B></PRE>
<DL>
<DD>The chi-squared value for each attribute
<P>
<DL>
</DL>
</DL>

<P>
<A NAME="weka.attributeSelection.ClassifierSubsetEval"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TD COLSPAN=2><FONT SIZE="+2">
<B>Class <A HREF="weka/attributeSelection/ClassifierSubsetEval.html" title="class in weka.attributeSelection">weka.attributeSelection.ClassifierSubsetEval</A> extends <A HREF="weka/attributeSelection/HoldOutSubsetEvaluator.html" title="class in weka.attributeSelection">HoldOutSubsetEvaluator</A> implements Serializable</B></FONT></TD>
</TR>
</TABLE>

<P>
<A NAME="serializedForm"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TD COLSPAN=1><FONT SIZE="+2">
<B>Serialized Fields</B></FONT></TD>
</TR>
</TABLE>

<H3>
m_trainingInstances</H3>
<PRE>
<A HREF="weka/core/Instances.html" title="class in weka.core">Instances</A> <B>m_trainingInstances</B></PRE>
<DL>
<DD>training instances
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_classIndex</H3>
<PRE>
int <B>m_classIndex</B></PRE>
<DL>
<DD>class index
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_numAttribs</H3>
<PRE>
int <B>m_numAttribs</B></PRE>
<DL>
<DD>number of attributes in the training data
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_numInstances</H3>
<PRE>
int <B>m_numInstances</B></PRE>
<DL>
<DD>number of training instances
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_Classifier</H3>
<PRE>
<A HREF="weka/classifiers/Classifier.html" title="class in weka.classifiers">Classifier</A> <B>m_Classifier</B></PRE>
<DL>
<DD>holds the classifier to use for error estimates
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_Evaluation</H3>
<PRE>
<A HREF="weka/classifiers/Evaluation.html" title="class in weka.classifiers">Evaluation</A> <B>m_Evaluation</B></PRE>
<DL>
<DD>holds the evaluation object to use for evaluating the classifier
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_holdOutFile</H3>
<PRE>
java.io.File <B>m_holdOutFile</B></PRE>
<DL>
<DD>the file that containts hold out/test instances
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_holdOutInstances</H3>
<PRE>
<A HREF="weka/core/Instances.html" title="class in weka.core">Instances</A> <B>m_holdOutInstances</B></PRE>
<DL>
<DD>the instances to test on
<P>
<DL>
</DL>
</DL>
<HR>

<H3>
m_useTraining</H3>
<PRE>
boolean <B>m_useTraining</B></PRE>
<DL>
<DD>evaluate on training data rather than seperate hold out/test set
<P>
<DL>
</DL>
</DL>

<P>
<A NAME="weka.attributeSelection.ConsistencySubsetEval"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TD COLSPAN=2><FONT SIZE="+2">
<B>Class <A HREF="weka/attributeSelection/ConsistencySubsetEval.html" title="class in weka.attributeSelection">weka.attributeSelection.ConsistencySubsetEval</A> extends <A HREF="weka/attributeSelection/SubsetEvaluator.html" title="class in weka.attributeSelection">SubsetEvaluator</A> implements Serializable</B></FONT></TD>
</TR>
</TABLE>

<P>
<A NAME="serializedForm"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TD COLSPAN=1><FONT SIZE="+2">
<B>Serialized Fields</B></FONT></TD>
</TR>
</TABLE>

<H3>
m_trainInstances</H3>
<PRE>
<A HREF="weka/core/Instances.html" title="class in weka.core">Instances</A> <B>m_trainInstances</B></PRE>
<DL>
<DD>training instances
<P>
<DL>
</DL>
</DL>