abstractbootstrappingvalidation.html

数据挖掘方面最新软件

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<CODE>static&nbsp;java.lang.String</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../com/rapidminer/operator/validation/AbstractBootstrappingValidation.html#PARAMETER_SAMPLE_RATIO">PARAMETER_SAMPLE_RATIO</A></B></CODE>

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&nbsp;<A NAME="fields_inherited_from_class_com.rapidminer.operator.validation.ValidationChain"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left"><B>Fields inherited from class com.rapidminer.operator.validation.<A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html" title="class in com.rapidminer.operator.validation">ValidationChain</A></B></TH>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#PARAMETER_CREATE_COMPLETE_MODEL">PARAMETER_CREATE_COMPLETE_MODEL</A></CODE></TD>
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<!-- ======== CONSTRUCTOR SUMMARY ======== -->

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<B>Constructor Summary</B></FONT></TH>
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<TD><CODE><B><A HREF="../../../../com/rapidminer/operator/validation/AbstractBootstrappingValidation.html#AbstractBootstrappingValidation(com.rapidminer.operator.OperatorDescription)">AbstractBootstrappingValidation</A></B>(<A HREF="../../../../com/rapidminer/operator/OperatorDescription.html" title="class in com.rapidminer.operator">OperatorDescription</A>&nbsp;description)</CODE>

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<!-- ========== METHOD SUMMARY =========== -->

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<B>Method Summary</B></FONT></TH>
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<CODE>protected abstract &nbsp;int[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../com/rapidminer/operator/validation/AbstractBootstrappingValidation.html#createMapping(com.rapidminer.example.ExampleSet, int, java.util.Random)">createMapping</A></B>(<A HREF="../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;exampleSet,
              int&nbsp;size,
              java.util.Random&nbsp;random)</CODE>

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<CODE>&nbsp;<A HREF="../../../../com/rapidminer/operator/IOObject.html" title="interface in com.rapidminer.operator">IOObject</A>[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../com/rapidminer/operator/validation/AbstractBootstrappingValidation.html#estimatePerformance(com.rapidminer.example.ExampleSet)">estimatePerformance</A></B>(<A HREF="../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;inputSet)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;This is the main method of the validation chain and must be implemented
 to estimate a performance of inner operators on the given example set.</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;java.util.List&lt;<A HREF="../../../../com/rapidminer/parameter/ParameterType.html" title="class in com.rapidminer.parameter">ParameterType</A>&gt;</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../com/rapidminer/operator/validation/AbstractBootstrappingValidation.html#getParameterTypes()">getParameterTypes</A></B>()</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns a list of <tt>ParameterTypes</tt> describing the parameters of
 this operator.</TD>
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</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_com.rapidminer.operator.validation.ValidationChain"><!-- --></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.validation.<A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html" title="class in com.rapidminer.operator.validation">ValidationChain</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#apply()">apply</A>, <A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#evaluate(com.rapidminer.example.ExampleSet)">evaluate</A>, <A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#evaluate(com.rapidminer.example.ExampleSet, com.rapidminer.operator.IOContainer)">evaluate</A>, <A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#getInnerOperatorCondition()">getInnerOperatorCondition</A>, <A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#getInputClasses()">getInputClasses</A>, <A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#getInputDescription(java.lang.Class)">getInputDescription</A>, <A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#getLearner()">getLearner</A>, <A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#getMaxNumberOfInnerOperators()">getMaxNumberOfInnerOperators</A>, <A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#getMinNumberOfInnerOperators()">getMinNumberOfInnerOperators</A>, <A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#getOutputClasses()">getOutputClasses</A>, <A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#learn(com.rapidminer.example.ExampleSet)">learn</A>, <A HREF="../../../../com/rapidminer/operator/validation/ValidationChain.html#setResult(com.rapidminer.operator.performance.PerformanceVector)">setResult</A></CODE></TD>
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&nbsp;<A NAME="methods_inherited_from_class_com.rapidminer.operator.OperatorChain"><!-- --></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/OperatorChain.html" title="class in com.rapidminer.operator">OperatorChain</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../com/rapidminer/operator/OperatorChain.html#addAddListener(com.rapidminer.operator.AddListener)">addAddListener</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#addOperator(com.rapidminer.operator.Operator)">addOperator</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#addOperator(com.rapidminer.operator.Operator, int)">addOperator</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#checkDeprecations()">checkDeprecations</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#checkIO(java.lang.Class[])">checkIO</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#checkNumberOfInnerOperators()">checkNumberOfInnerOperators</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#checkProperties()">checkProperties</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#clearErrorList()">clearErrorList</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#cloneOperator(java.lang.String)">cloneOperator</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#createExperimentTree(int, java.lang.String, java.lang.String, com.rapidminer.operator.Operator, java.lang.String)">createExperimentTree</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#createProcessTree(int, java.lang.String, java.lang.String, com.rapidminer.operator.Operator, java.lang.String)">createProcessTree</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#getAllInnerOperators()">getAllInnerOperators</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#getIndexOfOperator(com.rapidminer.operator.Operator, boolean)">getIndexOfOperator</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#getInnerOperatorForName(java.lang.String)">getInnerOperatorForName</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#getInnerOperatorsXML(java.lang.String)">getInnerOperatorsXML</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#getNumberOfAllOperators()">getNumberOfAllOperators</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#getNumberOfOperators()">getNumberOfOperators</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#getOperator(int)">getOperator</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#getOperatorFromAll(int)">getOperatorFromAll</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#getOperators()">getOperators</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#performAdditionalChecks()">performAdditionalChecks</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#processFinished()">processFinished</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#processStarts()">processStarts</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#registerOperator(com.rapidminer.Process)">registerOperator</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#removeAddListener(com.rapidminer.operator.AddListener)">removeAddListener</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#removeOperator(com.rapidminer.operator.Operator)">removeOperator</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#shouldReturnInnerOutput()">shouldReturnInnerOutput</A>, <A HREF="../../../../com/rapidminer/operator/OperatorChain.html#unregisterOperator(com.rapidminer.Process)">unregisterOperator</A></CODE></TD>
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</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_com.rapidminer.operator.Operator"><!-- --></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/Operator.html" title="class in com.rapidminer.operator">Operator</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../com/rapidminer/operator/Operator.html#addError(java.lang.String)">addError</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#addValue(com.rapidminer.operator.Value)">addValue</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#addWarning(java.lang.String)">addWarning</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#apply(com.rapidminer.operator.IOContainer)">apply</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#checkForStop()">checkForStop</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#createExperimentTree(int)">createExperimentTree</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#createFromXML(org.w3c.dom.Element)">createFromXML</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#createMarkedExperimentTree(int, java.lang.String, com.rapidminer.operator.Operator)">createMarkedExperimentTree</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#createMarkedProcessTree(int, java.lang.String, com.rapidminer.operator.Operator)">createMarkedProcessTree</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#createProcessTree(int)">createProcessTree</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getAddOnlyAdditionalOutput()">getAddOnlyAdditionalOutput</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getApplyCount()">getApplyCount</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getDeliveredOutputClasses()">getDeliveredOutputClasses</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getDeprecationInfo()">getDeprecationInfo</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getDesiredInputClasses()">getDesiredInputClasses</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getEncoding()">getEncoding</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getErrorList()">getErrorList</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getExperiment()">getExperiment</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getInput()">getInput</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getInput(java.lang.Class)">getInput</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getInput(java.lang.Class, int)">getInput</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getIOContainerForInApplyLoopBreakpoint()">getIOContainerForInApplyLoopBreakpoint</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getLog()">getLog</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getName()">getName</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getOperatorClassName()">getOperatorClassName</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getOperatorDescription()">getOperatorDescription</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getParameter(java.lang.String)">getParameter</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getParameterAsBoolean(java.lang.String)">getParameterAsBoolean</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getParameterAsColor(java.lang.String)">getParameterAsColor</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getParameterAsDouble(java.lang.String)">getParameterAsDouble</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getParameterAsFile(java.lang.String)">getParameterAsFile</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getParameterAsInt(java.lang.String)">getParameterAsInt</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getParameterAsMatrix(java.lang.String)">getParameterAsMatrix</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getParameterAsString(java.lang.String)">getParameterAsString</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getParameterList(java.lang.String)">getParameterList</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getParameters()">getParameters</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getParameterType(java.lang.String)">getParameterType</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getParent()">getParent</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getProcess()">getProcess</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getStartTime()">getStartTime</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getStatus()">getStatus</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getUserDescription()">getUserDescription</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getValue(java.lang.String)">getValue</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getValues()">getValues</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#getXML(java.lang.String)">getXML</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#hasBreakpoint()">hasBreakpoint</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#hasBreakpoint(int)">hasBreakpoint</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#hasInput(java.lang.Class)">hasInput</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#inApplyLoop()">inApplyLoop</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#isDebugMode()">isDebugMode</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#isEnabled()">isEnabled</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#isExpanded()">isExpanded</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#isParallel()">isParallel</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#isParameterSet(java.lang.String)">isParameterSet</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#log(java.lang.String)">log</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#logError(java.lang.String)">logError</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#logNote(java.lang.String)">logNote</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#logWarning(java.lang.String)">logWarning</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#register(com.rapidminer.Process, java.lang.String)">register</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#remove()">remove</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#rename(java.lang.String)">rename</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#resume()">resume</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#setApplyCount(int)">setApplyCount</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#setBreakpoint(int, boolean)">setBreakpoint</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#setEnabled(boolean)">setEnabled</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#setExpanded(boolean)">setExpanded</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#setInput(com.rapidminer.operator.IOContainer)">setInput</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#setListParameter(java.lang.String, java.util.List)">setListParameter</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#setOperatorParameters(org.w3c.dom.Element)">setOperatorParameters</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#setParameter(java.lang.String, java.lang.String)">setParameter</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#setParameters(com.rapidminer.parameter.Parameters)">setParameters</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#setParent(com.rapidminer.operator.OperatorChain)">setParent</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#setUserDescription(java.lang.String)">setUserDescription</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#toString()">toString</A>, <A HREF="../../../../com/rapidminer/operator/Operator.html#writeXML(java.io.PrintWriter, java.lang.String)">writeXML</A></CODE></TD>
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&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>clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait</CODE></TD>
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<!-- ============ FIELD DETAIL =========== -->

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<B>Field Detail</B></FONT></TH>
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<A NAME="PARAMETER_NUMBER_OF_VALIDATIONS"><!-- --></A><H3>
PARAMETER_NUMBER_OF_VALIDATIONS</H3>
<PRE>
public static final java.lang.String <B>PARAMETER_NUMBER_OF_VALIDATIONS</B></PRE>
<DL>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#com.rapidminer.operator.validation.AbstractBootstrappingValidation.PARAMETER_NUMBER_OF_VALIDATIONS">Constant Field Values</A></DL>
</DL>
<HR>

<A NAME="PARAMETER_SAMPLE_RATIO"><!-- --></A><H3>
PARAMETER_SAMPLE_RATIO</H3>
<PRE>
public static final java.lang.String <B>PARAMETER_SAMPLE_RATIO</B></PRE>
<DL>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#com.rapidminer.operator.validation.AbstractBootstrappingValidation.PARAMETER_SAMPLE_RATIO">Constant Field Values</A></DL>
</DL>
<HR>

<A NAME="PARAMETER_AVERAGE_PERFORMANCES_ONLY"><!-- --></A><H3>
PARAMETER_AVERAGE_PERFORMANCES_ONLY</H3>
<PRE>
public static final java.lang.String <B>PARAMETER_AVERAGE_PERFORMANCES_ONLY</B></PRE>
<DL>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#com.rapidminer.operator.validation.AbstractBootstrappingValidation.PARAMETER_AVERAGE_PERFORMANCES_ONLY">Constant Field Values</A></DL>
</DL>
<HR>

<A NAME="PARAMETER_LOCAL_RANDOM_SEED"><!-- --></A><H3>
PARAMETER_LOCAL_RANDOM_SEED</H3>