areaundercurve.html

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<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;This method returns the pixel width the rendering needs</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;java.awt.Component</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../com/rapidminer/operator/performance/AreaUnderCurve.html#getVisualizationComponent(com.rapidminer.operator.IOContainer)">getVisualizationComponent</A></B>(<A HREF="../../../../com/rapidminer/operator/IOContainer.html" title="class in com.rapidminer.operator">IOContainer</A>&nbsp;ioContainer)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;This implementation returns a confusion matrix viewer based on a JTable.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../com/rapidminer/operator/performance/AreaUnderCurve.html#render(java.awt.Graphics, int, int)">render</A></B>(java.awt.Graphics&nbsp;graphics,
       int&nbsp;width,
       int&nbsp;height)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;This method paints the visual representation onto the given graphics</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../com/rapidminer/operator/performance/AreaUnderCurve.html#startCounting(com.rapidminer.example.ExampleSet, boolean)">startCounting</A></B>(<A HREF="../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;exampleSet,
              boolean&nbsp;useExampleWeights)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Calculates the AUC.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;java.lang.String</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../com/rapidminer/operator/performance/AreaUnderCurve.html#toString()">toString</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_com.rapidminer.operator.performance.MeasuredPerformance"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left"><B>Methods inherited from class com.rapidminer.operator.performance.<A HREF="../../../../com/rapidminer/operator/performance/MeasuredPerformance.html" title="class in com.rapidminer.operator.performance">MeasuredPerformance</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../com/rapidminer/operator/performance/MeasuredPerformance.html#startCounting(com.rapidminer.example.ExampleSet)">startCounting</A></CODE></TD>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_com.rapidminer.operator.performance.PerformanceCriterion"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left"><B>Methods inherited from class com.rapidminer.operator.performance.<A HREF="../../../../com/rapidminer/operator/performance/PerformanceCriterion.html" title="class in com.rapidminer.operator.performance">PerformanceCriterion</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../com/rapidminer/operator/performance/PerformanceCriterion.html#compareTo(com.rapidminer.operator.performance.PerformanceCriterion)">compareTo</A>, <A HREF="../../../../com/rapidminer/operator/performance/PerformanceCriterion.html#getMaxFitness()">getMaxFitness</A></CODE></TD>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_com.rapidminer.tools.math.Averagable"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left"><B>Methods inherited from class com.rapidminer.tools.math.<A HREF="../../../../com/rapidminer/tools/math/Averagable.html" title="class in com.rapidminer.tools.math">Averagable</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../com/rapidminer/tools/math/Averagable.html#buildAverage(com.rapidminer.tools.math.Averagable)">buildAverage</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#clone()">clone</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#cloneAveragable(com.rapidminer.tools.math.Averagable)">cloneAveragable</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#formatPercent()">formatPercent</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getAverage()">getAverage</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getAverageCount()">getAverageCount</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getExtension()">getExtension</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getFileDescription()">getFileDescription</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getMakroAverage()">getMakroAverage</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getMakroStandardDeviation()">getMakroStandardDeviation</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getMakroVariance()">getMakroVariance</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getMikroStandardDeviation()">getMikroStandardDeviation</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getStandardDeviation()">getStandardDeviation</A>, <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getVariance()">getVariance</A></CODE></TD>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_com.rapidminer.operator.ResultObjectAdapter"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left"><B>Methods inherited from class com.rapidminer.operator.<A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html" title="class in com.rapidminer.operator">ResultObjectAdapter</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html#addAction(javax.swing.Action)">addAction</A>, <A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html#getActions()">getActions</A>, <A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html#getResultIcon()">getResultIcon</A>, <A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html#isSavable()">isSavable</A>, <A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html#log(java.lang.String)">log</A>, <A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html#logError(java.lang.String)">logError</A>, <A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html#logNote(java.lang.String)">logNote</A>, <A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html#logWarning(java.lang.String)">logWarning</A>, <A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html#readResolve()">readResolve</A>, <A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html#save(java.io.File)">save</A>, <A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html#toHTML(java.lang.String)">toHTML</A>, <A HREF="../../../../com/rapidminer/operator/ResultObjectAdapter.html#toResultString()">toResultString</A></CODE></TD>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_com.rapidminer.operator.AbstractIOObject"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left"><B>Methods inherited from class com.rapidminer.operator.<A HREF="../../../../com/rapidminer/operator/AbstractIOObject.html" title="class in com.rapidminer.operator">AbstractIOObject</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../com/rapidminer/operator/AbstractIOObject.html#copy()">copy</A>, <A HREF="../../../../com/rapidminer/operator/AbstractIOObject.html#getLog()">getLog</A>, <A HREF="../../../../com/rapidminer/operator/AbstractIOObject.html#getSource()">getSource</A>, <A HREF="../../../../com/rapidminer/operator/AbstractIOObject.html#initWriting()">initWriting</A>, <A HREF="../../../../com/rapidminer/operator/AbstractIOObject.html#read(java.io.InputStream)">read</A>, <A HREF="../../../../com/rapidminer/operator/AbstractIOObject.html#setSource(java.lang.String)">setSource</A>, <A HREF="../../../../com/rapidminer/operator/AbstractIOObject.html#setWorkingOperator(com.rapidminer.operator.Operator)">setWorkingOperator</A>, <A HREF="../../../../com/rapidminer/operator/AbstractIOObject.html#write(java.io.OutputStream)">write</A></CODE></TD>
</TR>
</TABLE>
&nbsp;<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.Object</B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE>equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait</CODE></TD>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_com.rapidminer.operator.IOObject"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left"><B>Methods inherited from interface com.rapidminer.operator.<A HREF="../../../../com/rapidminer/operator/IOObject.html" title="interface in com.rapidminer.operator">IOObject</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../com/rapidminer/operator/IOObject.html#copy()">copy</A>, <A HREF="../../../../com/rapidminer/operator/IOObject.html#getLog()">getLog</A>, <A HREF="../../../../com/rapidminer/operator/IOObject.html#getSource()">getSource</A>, <A HREF="../../../../com/rapidminer/operator/IOObject.html#setSource(java.lang.String)">setSource</A>, <A HREF="../../../../com/rapidminer/operator/IOObject.html#setWorkingOperator(com.rapidminer.operator.Operator)">setWorkingOperator</A>, <A HREF="../../../../com/rapidminer/operator/IOObject.html#write(java.io.OutputStream)">write</A></CODE></TD>
</TR>
</TABLE>
&nbsp;
<P>

<!-- ========= 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="AreaUnderCurve()"><!-- --></A><H3>
AreaUnderCurve</H3>
<PRE>
public <B>AreaUnderCurve</B>()</PRE>
<DL>
<DD>Clone constructor.
<P>
</DL>
<HR>

<A NAME="AreaUnderCurve(com.rapidminer.operator.performance.AreaUnderCurve)"><!-- --></A><H3>
AreaUnderCurve</H3>
<PRE>
public <B>AreaUnderCurve</B>(<A HREF="../../../../com/rapidminer/operator/performance/AreaUnderCurve.html" title="class in com.rapidminer.operator.performance">AreaUnderCurve</A>&nbsp;aucObject)</PRE>
<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="startCounting(com.rapidminer.example.ExampleSet, boolean)"><!-- --></A><H3>
startCounting</H3>
<PRE>
public void <B>startCounting</B>(<A HREF="../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;exampleSet,
                          boolean&nbsp;useExampleWeights)
                   throws <A HREF="../../../../com/rapidminer/operator/OperatorException.html" title="class in com.rapidminer.operator">OperatorException</A></PRE>
<DL>
<DD>Calculates the AUC.
<P>
<DD><DL>
<DT><B>Overrides:</B><DD><CODE><A HREF="../../../../com/rapidminer/operator/performance/MeasuredPerformance.html#startCounting(com.rapidminer.example.ExampleSet, boolean)">startCounting</A></CODE> in class <CODE><A HREF="../../../../com/rapidminer/operator/performance/MeasuredPerformance.html" title="class in com.rapidminer.operator.performance">MeasuredPerformance</A></CODE></DL>
</DD>
<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="countExample(com.rapidminer.example.Example)"><!-- --></A><H3>
countExample</H3>
<PRE>
public void <B>countExample</B>(<A HREF="../../../../com/rapidminer/example/Example.html" title="class in com.rapidminer.example">Example</A>&nbsp;example)</PRE>
<DL>
<DD>Does nothing. Everything is done in <A HREF="../../../../com/rapidminer/operator/performance/AreaUnderCurve.html#startCounting(com.rapidminer.example.ExampleSet, boolean)"><CODE>startCounting(ExampleSet, boolean)</CODE></A>.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../com/rapidminer/operator/performance/MeasuredPerformance.html#countExample(com.rapidminer.example.Example)">countExample</A></CODE> in class <CODE><A HREF="../../../../com/rapidminer/operator/performance/MeasuredPerformance.html" title="class in com.rapidminer.operator.performance">MeasuredPerformance</A></CODE></DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="getExampleCount()"><!-- --></A><H3>
getExampleCount</H3>
<PRE>
public double <B>getExampleCount</B>()</PRE>
<DL>
<DD><B>Description copied from class: <CODE><A HREF="../../../../com/rapidminer/operator/performance/PerformanceCriterion.html#getExampleCount()">PerformanceCriterion</A></CODE></B></DD>
<DD>Returns the number of data points which was used to determine the
 criterion value. If the criterion does not use example weights (or no
 weight was given) then the returned value will be an integer. Otherwise,
 the returned value is the sum of all example weights.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../com/rapidminer/operator/performance/PerformanceCriterion.html#getExampleCount()">getExampleCount</A></CODE> in class <CODE><A HREF="../../../../com/rapidminer/operator/performance/PerformanceCriterion.html" title="class in com.rapidminer.operator.performance">PerformanceCriterion</A></CODE></DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="getMikroVariance()"><!-- --></A><H3>
getMikroVariance</H3>
<PRE>
public double <B>getMikroVariance</B>()</PRE>
<DL>
<DD><B>Description copied from class: <CODE><A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getMikroVariance()">Averagable</A></CODE></B></DD>
<DD>Returns the variance of the averagable. The returned value must not be
 negative. If the averagable does not define a variance this method should
 return Double.NaN.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getMikroVariance()">getMikroVariance</A></CODE> in class <CODE><A HREF="../../../../com/rapidminer/tools/math/Averagable.html" title="class in com.rapidminer.tools.math">Averagable</A></CODE></DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="getMikroAverage()"><!-- --></A><H3>
getMikroAverage</H3>
<PRE>
public double <B>getMikroAverage</B>()</PRE>
<DL>
<DD><B>Description copied from class: <CODE><A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getMikroAverage()">Averagable</A></CODE></B></DD>
<DD>Returns the (current) value of the averagable (the average itself). If the 
  method <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#buildSingleAverage(com.rapidminer.tools.math.Averagable)"><CODE>Averagable.buildSingleAverage(Averagable)</CODE></A> was used, this method must return the 
  micro average from both (or more) criteria. This is usually achieved by
  correctly implementing <A HREF="../../../../com/rapidminer/tools/math/Averagable.html#buildSingleAverage(com.rapidminer.tools.math.Averagable)"><CODE>Averagable.buildSingleAverage(Averagable)</CODE></A>.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../com/rapidminer/tools/math/Averagable.html#getMikroAverage()">getMikroAverage</A></CODE> in class <CODE><A HREF="../../../../com/rapidminer/tools/math/Averagable.html" title="class in com.rapidminer.tools.math">Averagable</A></CODE></DL>
</DD>