hypothesis.html

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    double delta,
    double&nbsp;epsilon)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the n best hypothesis with maximum error epsilon with confidence 1-delta.</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;java.util.LinkedList&lt;<A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A>&gt;</CODE></FONT></TD>
<TD><CODE><B>IteratingGSS.</B><B><A HREF="../../../../../../../com/rapidminer/operator/learner/igss/IteratingGSS.html#prune(java.util.LinkedList, double, double, double, double)">prune</A></B>(java.util.LinkedList&lt;<A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A>&gt;&nbsp;hypoList,
      double&nbsp;minUtility,
      double&nbsp;totalWeight,
      double&nbsp;totalPositiveWeight,
      double&nbsp;delta_p)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Prunes the given list of hypothesis.</TD>
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<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left" COLSPAN="2">Constructors in <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/package-summary.html">com.rapidminer.operator.learner.igss</A> with parameters of type <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A></FONT></TH>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><B><A HREF="../../../../../../../com/rapidminer/operator/learner/igss/Result.html#Result(com.rapidminer.operator.learner.igss.hypothesis.Hypothesis, double, double, double, double)">Result</A></B>(<A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A>&nbsp;h,
       double&nbsp;totalExampleWeight,
       double&nbsp;totalPositiveWeight,
       double&nbsp;u,
       double&nbsp;c)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
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<P>
<A NAME="com.rapidminer.operator.learner.igss.hypothesis"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2">
Uses of <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A> in <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/package-summary.html">com.rapidminer.operator.learner.igss.hypothesis</A></FONT></TH>
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<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left" COLSPAN="2">Subclasses of <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A> in <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/package-summary.html">com.rapidminer.operator.learner.igss.hypothesis</A></FONT></TH>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Rule.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Rule</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Objects of this class represent a conjunctive rule.</TD>
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<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left" COLSPAN="2">Fields in <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/package-summary.html">com.rapidminer.operator.learner.igss.hypothesis</A> declared as <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A></FONT></TH>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected &nbsp;<A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A></CODE></FONT></TD>
<TD><CODE><B>GSSModel.</B><B><A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/GSSModel.html#hypothesis">hypothesis</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;The all hypothesis of the model.</TD>
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</TABLE>
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<P>

<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left" COLSPAN="2">Methods in <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/package-summary.html">com.rapidminer.operator.learner.igss.hypothesis</A> that return <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A></FONT></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A></CODE></FONT></TD>
<TD><CODE><B>Rule.</B><B><A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Rule.html#clone()">clone</A></B>()</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Clones the rule with covered and positive weight.</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>abstract &nbsp;<A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A></CODE></FONT></TD>
<TD><CODE><B>Hypothesis.</B><B><A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html#clone()">clone</A></B>()</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Clone method.</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A></CODE></FONT></TD>
<TD><CODE><B>GSSModel.</B><B><A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/GSSModel.html#getHypothesis()">getHypothesis</A></B>()</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the hypothesis stored in this model.</TD>
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<P>

<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left" COLSPAN="2">Methods in <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/package-summary.html">com.rapidminer.operator.learner.igss.hypothesis</A> that return types with arguments of type <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A></FONT></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;java.util.LinkedList&lt;<A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A>&gt;</CODE></FONT></TD>
<TD><CODE><B>Rule.</B><B><A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Rule.html#init(int)">init</A></B>(int&nbsp;minComplexity)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Creates all rules with length<=minComplexity.</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>abstract &nbsp;java.util.LinkedList&lt;<A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A>&gt;</CODE></FONT></TD>
<TD><CODE><B>Hypothesis.</B><B><A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html#init(int)">init</A></B>(int&nbsp;minComplexity)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Used to generate the first hypothesis or the first group of hypothesis.</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;java.util.LinkedList&lt;<A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A>&gt;</CODE></FONT></TD>
<TD><CODE><B>Rule.</B><B><A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Rule.html#refine()">refine</A></B>()</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Creates all successors of the rule that have one more literal.</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>abstract &nbsp;java.util.LinkedList&lt;<A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A>&gt;</CODE></FONT></TD>
<TD><CODE><B>Hypothesis.</B><B><A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html#refine()">refine</A></B>()</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Generates new hypothesis by adding one degree of complexity and creating all rules that are possible now.</TD>
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<P>

<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left" COLSPAN="2">Constructors in <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/package-summary.html">com.rapidminer.operator.learner.igss.hypothesis</A> with parameters of type <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A></FONT></TH>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><B><A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/GSSModel.html#GSSModel(com.rapidminer.example.ExampleSet, com.rapidminer.operator.learner.igss.hypothesis.Hypothesis, double[])">GSSModel</A></B>(<A HREF="../../../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;exampleSet,
         <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A>&nbsp;hypothesis,
         double[]&nbsp;confidences)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Creates a new GSSModel.</TD>
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<A NAME="com.rapidminer.operator.learner.igss.utility"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2">
Uses of <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/hypothesis/Hypothesis.html" title="class in com.rapidminer.operator.learner.igss.hypothesis">Hypothesis</A> in <A HREF="../../../../../../../com/rapidminer/operator/learner/igss/utility/package-summary.html">com.rapidminer.operator.learner.igss.utility</A></FONT></TH>