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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0 Frameset//EN""http://www.w3.org/TR/REC-html40/frameset.dtd"><!--NewPage--><HTML><HEAD><!-- Generated by javadoc on Wed Sep 04 10:31:52 CDT 2002 --><TITLE>Serialized Form</TITLE><LINK REL ="stylesheet" TYPE="text/css" HREF="stylesheet.css" TITLE="Style"></HEAD><BODY BGCOLOR="white"><!-- ========== START OF NAVBAR ========== --><A NAME="navbar_top"><!-- --></A><TABLE BORDER="0" WIDTH="100%" CELLPADDING="1" CELLSPACING="0"><TR><TD COLSPAN=2 BGCOLOR="#EEEEFF" CLASS="NavBarCell1"><A NAME="navbar_top_firstrow"><!-- --></A><TABLE BORDER="0" CELLPADDING="0" CELLSPACING="3"> <TR ALIGN="center" VALIGN="top"> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="overview-summary.html"><FONT CLASS="NavBarFont1"><B>Overview</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <FONT CLASS="NavBarFont1">Package</FONT> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <FONT CLASS="NavBarFont1">Class</FONT> </TD> <TD BGCOLOR="#EEEEFF" 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CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TD ALIGN="center"><FONT SIZE="+2"><B>Package</B> <B>weka.associations</B></FONT></TD></TR></TABLE><P><A NAME="weka.associations.Apriori"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TD COLSPAN=2><FONT SIZE="+2"><B>Class <A HREF="weka/associations/Apriori.html">weka.associations.Apriori</A> implements Serializable</B></FONT></TD></TR></TABLE><P><A NAME="serializedForm"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TD COLSPAN=1><FONT SIZE="+2"><B>Serialized Fields</B></FONT></TD></TR></TABLE><H3>m_minSupport</H3><PRE>double <B>m_minSupport</B></PRE><DL><DD>The minimum support.</DL><HR><H3>m_upperBoundMinSupport</H3><PRE>double <B>m_upperBoundMinSupport</B></PRE><DL><DD>The upper bound on the support</DL><HR><H3>m_lowerBoundMinSupport</H3><PRE>double <B>m_lowerBoundMinSupport</B></PRE><DL><DD>The lower bound for the minimum support.</DL><HR><H3>m_metricType</H3><PRE>int <B>m_metricType</B></PRE><DL><DD>The selected metric type.</DL><HR><H3>m_minMetric</H3><PRE>double <B>m_minMetric</B></PRE><DL><DD>The minimum metric score.</DL><HR><H3>m_numRules</H3><PRE>int <B>m_numRules</B></PRE><DL><DD>The maximum number of rules that are output.</DL><HR><H3>m_delta</H3><PRE>double <B>m_delta</B></PRE><DL><DD>Delta by which m_minSupport is decreased in each iteration.</DL><HR><H3>m_significanceLevel</H3><PRE>double <B>m_significanceLevel</B></PRE><DL><DD>Significance level for optional significance test.</DL><HR><H3>m_cycles</H3><PRE>int <B>m_cycles</B></PRE><DL><DD>Number of cycles used before required number of rules was one.</DL><HR><H3>m_Ls</H3><PRE><A HREF="weka/core/FastVector.html">FastVector</A> <B>m_Ls</B></PRE><DL><DD>The set of all sets of itemsets L.</DL><HR><H3>m_hashtables</H3><PRE><A HREF="weka/core/FastVector.html">FastVector</A> <B>m_hashtables</B></PRE><DL><DD>The same information stored in hash tables.</DL><HR><H3>m_allTheRules</H3><PRE><A HREF="weka/core/FastVector.html">FastVector</A>[] <B>m_allTheRules</B></PRE><DL><DD>The list of all generated rules.</DL><HR><H3>m_instances</H3><PRE><A HREF="weka/core/Instances.html">Instances</A> <B>m_instances</B></PRE><DL><DD>The instances (transactions) to be used for generating the association rules.</DL><HR><H3>m_outputItemSets</H3><PRE>boolean <B>m_outputItemSets</B></PRE><DL><DD>Output itemsets found?</DL><HR><H3>m_removeMissingCols</H3><PRE>boolean <B>m_removeMissingCols</B></PRE><DL></DL><HR><H3>m_verbose</H3><PRE>boolean <B>m_verbose</B></PRE><DL><DD>Report progress iteratively</DL><P><A NAME="weka.associations.Associator"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TD COLSPAN=2><FONT SIZE="+2"><B>Class <A HREF="weka/associations/Associator.html">weka.associations.Associator</A> implements Serializable</B></FONT></TD></TR></TABLE><P><P><A NAME="weka.associations.ItemSet"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TD COLSPAN=2><FONT SIZE="+2"><B>Class <A HREF="weka/associations/ItemSet.html">weka.associations.ItemSet</A> implements Serializable</B></FONT></TD></TR></TABLE><P><A NAME="serializedForm"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TD COLSPAN=1><FONT SIZE="+2"><B>Serialized Fields</B></FONT></TD></TR></TABLE><H3>m_items</H3><PRE>int[] <B>m_items</B></PRE><DL><DD>The items stored as an array of of ints.</DL><HR><H3>m_counter</H3><PRE>int <B>m_counter</B></PRE><DL><DD>Counter for how many transactions contain this item set.</DL><HR><H3>m_totalTransactions</H3><PRE>int <B>m_totalTransactions</B></PRE><DL><DD>The total number of transactions</DL><P><HR SIZE="4" NOSHADE><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TD ALIGN="center"><FONT SIZE="+2"><B>Package</B> <B>weka.attributeSelection</B></FONT></TD></TR></TABLE><P><A NAME="weka.attributeSelection.ASEvaluation"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TD COLSPAN=2><FONT SIZE="+2"><B>Class <A HREF="weka/attributeSelection/ASEvaluation.html">weka.attributeSelection.ASEvaluation</A> implements Serializable</B></FONT></TD></TR></TABLE><P><P><A NAME="weka.attributeSelection.ASSearch"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TD COLSPAN=2><FONT SIZE="+2"><B>Class <A HREF="weka/attributeSelection/ASSearch.html">weka.attributeSelection.ASSearch</A> implements Serializable</B></FONT></TD></TR></TABLE><P><P><A NAME="weka.attributeSelection.AttributeEvaluator"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TD COLSPAN=2><FONT SIZE="+2"><B>Class <A HREF="weka/attributeSelection/AttributeEvaluator.html">weka.attributeSelection.AttributeEvaluator</A> implements Serializable</B></FONT></TD></TR></TABLE><P><P><A NAME="weka.attributeSelection.AttributeSelection"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TD COLSPAN=2><FONT SIZE="+2"><B>Class <A HREF="weka/attributeSelection/AttributeSelection.html">weka.attributeSelection.AttributeSelection</A> implements Serializable</B></FONT></TD></TR></TABLE><P><A NAME="serializedForm"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><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">Instances</A> <B>m_trainInstances</B></PRE><DL><DD>the instances to select attributes from</DL><HR><H3>m_ASEvaluator</H3><PRE><A HREF="weka/attributeSelection/ASEvaluation.html">ASEvaluation</A> <B>m_ASEvaluator</B></PRE><DL><DD>the attribute/subset evaluator</DL><HR><H3>m_searchMethod</H3><PRE><A HREF="weka/attributeSelection/ASSearch.html">ASSearch</A> <B>m_searchMethod</B></PRE><DL><DD>the search method</DL><HR><H3>m_numFolds</H3><PRE>int <B>m_numFolds</B></PRE><DL><DD>the number of folds to use for cross validation</DL><HR><H3>m_selectionResults</H3><PRE>java.lang.StringBuffer <B>m_selectionResults</B></PRE><DL><DD>holds a string describing the results of the attribute selection</DL><HR><H3>m_doRank</H3><PRE>boolean <B>m_doRank</B></PRE><DL><DD>rank features (if allowed by the search method)</DL><HR><H3>m_doXval</H3><PRE>boolean <B>m_doXval</B></PRE><DL><DD>do cross validation</DL><HR><H3>m_seed</H3><PRE>int <B>m_seed</B></PRE><DL><DD>seed used to randomly shuffle instances for cross validation</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</DL><HR><H3>m_numToSelect</H3><PRE>int <B>m_numToSelect</B></PRE><DL><DD>number of attributes requested from ranked results</DL><HR><H3>m_selectedAttributeSet</H3><PRE>int[] <B>m_selectedAttributeSet</B></PRE><DL><DD>the selected attributes</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</DL><HR><H3>m_transformer</H3><PRE><A HREF="weka/attributeSelection/AttributeTransformer.html">AttributeTransformer</A> <B>m_transformer</B></PRE><DL><DD>if a feature selection run involves an attribute transformer</DL><HR><H3>m_attributeFilter</H3><PRE><A HREF="weka/filters/AttributeFilter.html">AttributeFilter</A> <B>m_attributeFilter</B></PRE><DL><DD>the attribute filter for processing instances with respect tothe most recent feature selection run</DL><HR><H3>m_rankResults</H3><PRE>double[][] <B>m_rankResults</B></PRE><DL><DD>hold statistics for repeated feature selection, such asunder cross validation</DL><HR><H3>m_subsetResults</H3><PRE>double[] <B>m_subsetResults</B></PRE><DL></DL><HR><H3>m_trials</H3><PRE>int <B>m_trials</B></PRE><DL></DL><P><A NAME="weka.attributeSelection.BestFirst"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TD COLSPAN=2><FONT SIZE="+2"><B>Class <A HREF="weka/attributeSelection/BestFirst.html">weka.attributeSelection.BestFirst</A> implements Serializable</B></FONT></TD></TR></TABLE><P><A NAME="serializedForm"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><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</DL><HR><H3>m_searchDirection</H3><PRE>int <B>m_searchDirection</B></PRE><DL><DD>0 == backward search, 1 == forward search, 2 == bidirectional</DL><HR><H3>m_starting</H3><PRE>int[] <B>m_starting</B></PRE><DL><DD>holds an array of starting attributes</DL><HR><H3>m_startRange</H3><PRE><A HREF="weka/core/Range.html">Range</A> <B>m_startRange</B></PRE><DL><DD>holds the start set for the search as a Range</DL><HR><H3>m_hasClass</H3><PRE>boolean <B>m_hasClass</B></PRE><DL><DD>does the data have a class</DL><HR><H3>m_classIndex</H3><PRE>int <B>m_classIndex</B></PRE><DL><DD>holds the class index</DL><HR><H3>m_numAttribs</H3><PRE>int <B>m_numAttribs</B></PRE><DL><DD>number of attributes in the data</DL><HR><H3>m_totalEvals</H3><PRE>int <B>m_totalEvals</B></PRE><DL><DD>total number of subsets evaluated during a search</DL><HR><H3>m_debug</H3><PRE>boolean <B>m_debug</B></PRE><DL><DD>for debugging</DL><HR><H3>m_bestMerit</H3><PRE>double <B>m_bestMerit</B></PRE><DL><DD>holds the merit of the best subset found</DL><P><A NAME="weka.attributeSelection.BestFirst.LinkedList2"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TD COLSPAN=2><FONT SIZE="+2"><B>Class <A HREF="weka/attributeSelection/BestFirst.LinkedList2.html">weka.attributeSelection.BestFirst.LinkedList2</A> implements Serializable</B></FONT></TD></TR></TABLE><P><A NAME="serializedForm"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TD COLSPAN=1><FONT SIZE="+2"><B>Serialized Fields</B></FONT></TD></TR></TABLE><H3>this$0</H3><PRE><A HREF="weka/attributeSelection/BestFirst.html">BestFirst</A> <B>this$0</B></PRE><DL></DL><HR><H3>m_MaxSize</H3><PRE>int <B>m_MaxSize</B></PRE><DL></DL><P><A NAME="weka.attributeSelection.CfsSubsetEval"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor"><TD COLSPAN=2><FONT SIZE="+2"><B>Class <A HREF="weka/attributeSelection/CfsSubsetEval.html">weka.attributeSelection.CfsSubsetEval</A> implements Serializable</B></FONT></TD></TR></TABLE><P><A NAME="serializedForm"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><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">Instances</A> <B>m_trainInstances</B></PRE><DL><DD>The training instances</DL><HR><H3>m_disTransform</H3><PRE><A HREF="weka/filters/DiscretizeFilter.html">DiscretizeFilter</A> <B>m_disTransform</B></PRE><DL><DD>Discretise attributes when class in nominal</DL><HR><H3>m_classIndex</H3><PRE>int <B>m_classIndex</B></PRE>⌨️ 快捷键说明
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