treebuilder.html

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<CODE>&nbsp;<A HREF="../../../../../com/rapidminer/operator/learner/tree/Tree.html" title="class in com.rapidminer.operator.learner.tree">Tree</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/learner/tree/TreeBuilder.html#learnTree(com.rapidminer.example.ExampleSet)">learnTree</A></B>(<A HREF="../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;exampleSet)</CODE>

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<TH ALIGN="left"><B>Methods inherited from class java.lang.Object</B></TH>
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<TD><CODE>clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</CODE></TD>
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<!-- ========= CONSTRUCTOR DETAIL ======== -->

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<A NAME="TreeBuilder(com.rapidminer.operator.learner.tree.Criterion, java.util.List, com.rapidminer.operator.learner.tree.Pruner, com.rapidminer.operator.learner.tree.SplitPreprocessing, int, double)"><!-- --></A><H3>
TreeBuilder</H3>
<PRE>
public <B>TreeBuilder</B>(<A HREF="../../../../../com/rapidminer/operator/learner/tree/Criterion.html" title="interface in com.rapidminer.operator.learner.tree">Criterion</A>&nbsp;criterion,
                   java.util.List&lt;<A HREF="../../../../../com/rapidminer/operator/learner/tree/Terminator.html" title="interface in com.rapidminer.operator.learner.tree">Terminator</A>&gt;&nbsp;terminationCriteria,
                   <A HREF="../../../../../com/rapidminer/operator/learner/tree/Pruner.html" title="interface in com.rapidminer.operator.learner.tree">Pruner</A>&nbsp;pruner,
                   <A HREF="../../../../../com/rapidminer/operator/learner/tree/SplitPreprocessing.html" title="interface in com.rapidminer.operator.learner.tree">SplitPreprocessing</A>&nbsp;preprocessing,
                   int&nbsp;minLeafSize,
                   double&nbsp;minimalGain)</PRE>
<DL>
</DL>
<HR>

<A NAME="TreeBuilder(com.rapidminer.operator.learner.tree.Criterion, java.util.List, com.rapidminer.operator.learner.tree.Pruner, com.rapidminer.operator.learner.tree.SplitPreprocessing, com.rapidminer.operator.learner.tree.LeafCreator, int, double)"><!-- --></A><H3>
TreeBuilder</H3>
<PRE>
public <B>TreeBuilder</B>(<A HREF="../../../../../com/rapidminer/operator/learner/tree/Criterion.html" title="interface in com.rapidminer.operator.learner.tree">Criterion</A>&nbsp;criterion,
                   java.util.List&lt;<A HREF="../../../../../com/rapidminer/operator/learner/tree/Terminator.html" title="interface in com.rapidminer.operator.learner.tree">Terminator</A>&gt;&nbsp;terminationCriteria,
                   <A HREF="../../../../../com/rapidminer/operator/learner/tree/Pruner.html" title="interface in com.rapidminer.operator.learner.tree">Pruner</A>&nbsp;pruner,
                   <A HREF="../../../../../com/rapidminer/operator/learner/tree/SplitPreprocessing.html" title="interface in com.rapidminer.operator.learner.tree">SplitPreprocessing</A>&nbsp;preprocessing,
                   <A HREF="../../../../../com/rapidminer/operator/learner/tree/LeafCreator.html" title="interface in com.rapidminer.operator.learner.tree">LeafCreator</A>&nbsp;lcreator,
                   int&nbsp;minLeafSize,
                   double&nbsp;minimalGain)</PRE>
<DL>
</DL>
<HR>

<A NAME="TreeBuilder(com.rapidminer.operator.learner.tree.Criterion, java.util.List, com.rapidminer.operator.learner.tree.Pruner, com.rapidminer.operator.learner.tree.SplitPreprocessing, int, double, int)"><!-- --></A><H3>
TreeBuilder</H3>
<PRE>
public <B>TreeBuilder</B>(<A HREF="../../../../../com/rapidminer/operator/learner/tree/Criterion.html" title="interface in com.rapidminer.operator.learner.tree">Criterion</A>&nbsp;criterion,
                   java.util.List&lt;<A HREF="../../../../../com/rapidminer/operator/learner/tree/Terminator.html" title="interface in com.rapidminer.operator.learner.tree">Terminator</A>&gt;&nbsp;terminationCriteria,
                   <A HREF="../../../../../com/rapidminer/operator/learner/tree/Pruner.html" title="interface in com.rapidminer.operator.learner.tree">Pruner</A>&nbsp;pruner,
                   <A HREF="../../../../../com/rapidminer/operator/learner/tree/SplitPreprocessing.html" title="interface in com.rapidminer.operator.learner.tree">SplitPreprocessing</A>&nbsp;preprocessing,
                   int&nbsp;minLeafSize,
                   double&nbsp;minimalGain,
                   int&nbsp;numericalSampleSize)</PRE>
<DL>
</DL>
<HR>

<A NAME="TreeBuilder(com.rapidminer.operator.learner.tree.Criterion, java.util.List, com.rapidminer.operator.learner.tree.Pruner, com.rapidminer.operator.learner.tree.SplitPreprocessing, com.rapidminer.operator.learner.tree.LeafCreator, int, double, int)"><!-- --></A><H3>
TreeBuilder</H3>
<PRE>
public <B>TreeBuilder</B>(<A HREF="../../../../../com/rapidminer/operator/learner/tree/Criterion.html" title="interface in com.rapidminer.operator.learner.tree">Criterion</A>&nbsp;criterion,
                   java.util.List&lt;<A HREF="../../../../../com/rapidminer/operator/learner/tree/Terminator.html" title="interface in com.rapidminer.operator.learner.tree">Terminator</A>&gt;&nbsp;terminationCriteria,
                   <A HREF="../../../../../com/rapidminer/operator/learner/tree/Pruner.html" title="interface in com.rapidminer.operator.learner.tree">Pruner</A>&nbsp;pruner,
                   <A HREF="../../../../../com/rapidminer/operator/learner/tree/SplitPreprocessing.html" title="interface in com.rapidminer.operator.learner.tree">SplitPreprocessing</A>&nbsp;preprocessing,
                   <A HREF="../../../../../com/rapidminer/operator/learner/tree/LeafCreator.html" title="interface in com.rapidminer.operator.learner.tree">LeafCreator</A>&nbsp;leafCreator,
                   int&nbsp;minLeafSize,
                   double&nbsp;minimalGain,
                   int&nbsp;numericalSampleSize)</PRE>
<DL>
</DL>

<!-- ============ METHOD DETAIL ========== -->

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<A NAME="learnTree(com.rapidminer.example.ExampleSet)"><!-- --></A><H3>
learnTree</H3>
<PRE>
public <A HREF="../../../../../com/rapidminer/operator/learner/tree/Tree.html" title="class in com.rapidminer.operator.learner.tree">Tree</A> <B>learnTree</B>(<A HREF="../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;exampleSet)
               throws <A HREF="../../../../../com/rapidminer/operator/OperatorException.html" title="class in com.rapidminer.operator">OperatorException</A></PRE>
<DL>
<DD><DL>

<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../com/rapidminer/operator/OperatorException.html" title="class in com.rapidminer.operator">OperatorException</A></CODE></DL>
</DD>
</DL>
<HR>

<A NAME="calculateBenefit(com.rapidminer.example.ExampleSet, com.rapidminer.example.Attribute)"><!-- --></A><H3>
calculateBenefit</H3>
<PRE>
protected <A HREF="../../../../../com/rapidminer/operator/learner/tree/Benefit.html" title="class in com.rapidminer.operator.learner.tree">Benefit</A> <B>calculateBenefit</B>(<A HREF="../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;trainingSet,
                                   <A HREF="../../../../../com/rapidminer/example/Attribute.html" title="interface in com.rapidminer.example">Attribute</A>&nbsp;attribute)
                            throws <A HREF="../../../../../com/rapidminer/operator/OperatorException.html" title="class in com.rapidminer.operator">OperatorException</A></PRE>
<DL>
<DD>This method calculates the benefit of the given attribute. This implementation
  utilizes the defined <A HREF="../../../../../com/rapidminer/operator/learner/tree/Criterion.html" title="interface in com.rapidminer.operator.learner.tree"><CODE>Criterion</CODE></A>. Subclasses might want to override this
  method in order to calculate the benefit in other ways.
<P>
<DD><DL>

<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../com/rapidminer/operator/OperatorException.html" title="class in com.rapidminer.operator">OperatorException</A></CODE></DL>
</DD>
</DL>
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