bayesianboosting.html

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<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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&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>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_com.rapidminer.operator.learner.Learner"><!-- --></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.learner.<A HREF="../../../../../com/rapidminer/operator/learner/Learner.html" title="interface in com.rapidminer.operator.learner">Learner</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../../com/rapidminer/operator/learner/Learner.html#getName()">getName</A></CODE></TD>
</TR>
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<!-- ============ FIELD DETAIL =========== -->

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<B>Field Detail</B></FONT></TH>
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</TABLE>

<A NAME="PARAMETER_ITERATIONS"><!-- --></A><H3>
PARAMETER_ITERATIONS</H3>
<PRE>
public static final java.lang.String <B>PARAMETER_ITERATIONS</B></PRE>
<DL>
<DD>Name of the variable specifying the maximal number of iterations of the
 learner.
<P>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../../../constant-values.html#com.rapidminer.operator.learner.meta.BayesianBoosting.PARAMETER_ITERATIONS">Constant Field Values</A></DL>
</DL>
<HR>

<A NAME="PARAMETER_USE_SUBSET_FOR_TRAINING"><!-- --></A><H3>
PARAMETER_USE_SUBSET_FOR_TRAINING</H3>
<PRE>
public static final java.lang.String <B>PARAMETER_USE_SUBSET_FOR_TRAINING</B></PRE>
<DL>
<DD>Name of the flag indicating internal bootstrapping.
<P>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../../../constant-values.html#com.rapidminer.operator.learner.meta.BayesianBoosting.PARAMETER_USE_SUBSET_FOR_TRAINING">Constant Field Values</A></DL>
</DL>
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<A NAME="PARAMETER_RESCALE_LABEL_PRIORS"><!-- --></A><H3>
PARAMETER_RESCALE_LABEL_PRIORS</H3>
<PRE>
public static final java.lang.String <B>PARAMETER_RESCALE_LABEL_PRIORS</B></PRE>
<DL>
<DD>Boolean parameter to specify whether the label priors should be equally
 likely after first iteration.
<P>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../../../constant-values.html#com.rapidminer.operator.learner.meta.BayesianBoosting.PARAMETER_RESCALE_LABEL_PRIORS">Constant Field Values</A></DL>
</DL>
<HR>

<A NAME="PARAMETER_ALLOW_MARGINAL_SKEWS"><!-- --></A><H3>
PARAMETER_ALLOW_MARGINAL_SKEWS</H3>
<PRE>
public static final java.lang.String <B>PARAMETER_ALLOW_MARGINAL_SKEWS</B></PRE>
<DL>
<DD>Boolean parameter that switches between KBS (if set to false) and a
 boosting-like reweighting.
<P>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../../../constant-values.html#com.rapidminer.operator.learner.meta.BayesianBoosting.PARAMETER_ALLOW_MARGINAL_SKEWS">Constant Field Values</A></DL>
</DL>
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<A NAME="MIN_ADVANTAGE"><!-- --></A><H3>
MIN_ADVANTAGE</H3>
<PRE>
public static final double <B>MIN_ADVANTAGE</B></PRE>
<DL>
<DD>Discard models with an advantage of less than the specified value.
<P>
<DL>
<DT><B>See Also:</B><DD><A HREF="../../../../../constant-values.html#com.rapidminer.operator.learner.meta.BayesianBoosting.MIN_ADVANTAGE">Constant Field Values</A></DL>
</DL>
<HR>

<A NAME="currentIteration"><!-- --></A><H3>
currentIteration</H3>
<PRE>
protected int <B>currentIteration</B></PRE>
<DL>
<DD>Field for visualizing performance.
<P>
<DL>
</DL>
</DL>

<!-- ========= CONSTRUCTOR DETAIL ======== -->

<A NAME="constructor_detail"><!-- --></A>
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<B>Constructor Detail</B></FONT></TH>
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<A NAME="BayesianBoosting(com.rapidminer.operator.OperatorDescription)"><!-- --></A><H3>
BayesianBoosting</H3>
<PRE>
public <B>BayesianBoosting</B>(<A HREF="../../../../../com/rapidminer/operator/OperatorDescription.html" title="class in com.rapidminer.operator">OperatorDescription</A>&nbsp;description)</PRE>
<DL>
<DD>Constructor.
<P>
</DL>

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

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<B>Method Detail</B></FONT></TH>
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</TABLE>

<A NAME="supportsCapability(com.rapidminer.operator.learner.LearnerCapability)"><!-- --></A><H3>
supportsCapability</H3>
<PRE>
public boolean <B>supportsCapability</B>(<A HREF="../../../../../com/rapidminer/operator/learner/LearnerCapability.html" title="class in com.rapidminer.operator.learner">LearnerCapability</A>&nbsp;lc)</PRE>
<DL>
<DD>Overrides the method of the super class. Returns true for polynominal
 class.
<P>
<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../com/rapidminer/operator/learner/Learner.html#supportsCapability(com.rapidminer.operator.learner.LearnerCapability)">supportsCapability</A></CODE> in interface <CODE><A HREF="../../../../../com/rapidminer/operator/learner/Learner.html" title="interface in com.rapidminer.operator.learner">Learner</A></CODE><DT><B>Overrides:</B><DD><CODE><A HREF="../../../../../com/rapidminer/operator/learner/meta/AbstractMetaLearner.html#supportsCapability(com.rapidminer.operator.learner.LearnerCapability)">supportsCapability</A></CODE> in class <CODE><A HREF="../../../../../com/rapidminer/operator/learner/meta/AbstractMetaLearner.html" title="class in com.rapidminer.operator.learner.meta">AbstractMetaLearner</A></CODE></DL>
</DD>
<DD><DL>
</DL>