edu.udo.cs.yale.operator.learner.meta
Class TransformedRegression

java.lang.Object
  extended by edu.udo.cs.yale.operator.Operator
      extended by edu.udo.cs.yale.operator.OperatorChain
          extended by edu.udo.cs.yale.operator.learner.meta.TransformedRegression
All Implemented Interfaces:
ConfigurationListener

public class TransformedRegression
extends OperatorChain

This meta learner applies a transformation on the label before the inner regression learner is applied.

Version:
$Id: TransformedRegression.java,v 1.8 2006/04/05 08:57:26 ingomierswa Exp $
Author:
Stefan Rueping, Ingo Mierswa

Constructor Summary
TransformedRegression(OperatorDescription description)
           
 
Method Summary
 IOObject[] apply()
          Applies all inner operators.
 InnerOperatorCondition getInnerOperatorCondition()
          Must return a condition of the IO behaviour of all desired inner operators.
 java.lang.Class[] getInputClasses()
          Returns the classes that are needed as input.
 int getMaxNumberOfInnerOperators()
          Returns the maximum number of innner operators.
 int getMinNumberOfInnerOperators()
          Returns the minimum number of innner operators.
 int getNumberOfSteps()
          Returns the number of steps performed by this chain.
 java.lang.Class[] getOutputClasses()
          Returns the classes that are guaranteed to be returned by apply() as additional output.
 java.util.List<ParameterType> getParameterTypes()
          Returns a list of ParameterTypes describing the parameters of this operator.
 boolean shouldReturnInnerOutput()
          Returns true since this operator chain should return the output of the last inner operator.
 
Methods inherited from class edu.udo.cs.yale.operator.OperatorChain
addAddListener, addOperator, addOperator, checkDeprecations, checkIO, checkNumberOfInnerOperators, checkProperties, clearErrorList, clearStepCounter, cloneOperator, countStep, createExperimentTree, delete, experimentFinished, experimentStarts, getAllInnerOperators, getCurrentStep, getIndexOfOperator, getInnerOperatorForName, getInnerOperatorsXML, getNumberOfAllOperators, getNumberOfChildrensSteps, getNumberOfOperators, getOperator, getOperatorFromAll, getOperators, isEnabled, performAdditionalChecks, removeAddListener, removeOperator, setEnabled, setExperiment
 
Methods inherited from class edu.udo.cs.yale.operator.Operator
addError, addValue, addWarning, apply, createExperimentTree, createFromXML, createMarkedExperimentTree, getAddOnlyAdditionalOutput, getApplyCount, getDeliveredOutputClasses, getDeprecationInfo, getDesiredInputClasses, getErrorList, getExperiment, getInput, getInput, getInput, getInputDescription, getIOContainerForInApplyLoopBreakpoint, getName, getOperatorClassName, getOperatorDescription, getParameter, getParameterAsBoolean, getParameterAsColor, getParameterAsDouble, getParameterAsFile, getParameterAsInt, getParameterAsString, getParameterList, getParameters, getParameterType, getParent, getStartTime, getStatus, getUserDescription, getValue, getValues, getXML, hasBreakpoint, hasBreakpoint, hasInput, inApplyLoop, isParameterSet, logMessage, register, remove, rename, resume, setBreakpoint, setInput, setListParameter, setOperatorParameters, setParameter, setParameters, setParent, setUserDescription, toString, writeXML
 
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
 

Constructor Detail

TransformedRegression

public TransformedRegression(OperatorDescription description)
Method Detail

apply

public IOObject[] apply()
                 throws OperatorException
Description copied from class: OperatorChain
Applies all inner operators. The input to this operator becomes the input of the first inner operator. The latter's output is passed to the second inner operator and so on. Note to subclassers: If subclasses (for example wrappers) want to make use of this method remember to call exactly this method (super.apply()) and do not call super.apply(IOContainer) erroneously which will result in an infinite loop. Subclasses who override this method without invoking super.apply() should at least invoke the method OperatorChain.clearStepCounter().

Overrides:
apply in class OperatorChain
Returns:
the last inner operator's output or the input itself if the chain is empty.
Throws:
OperatorException


shouldReturnInnerOutput

public boolean shouldReturnInnerOutput()
Returns true since this operator chain should return the output of the last inner operator.

Overrides:
shouldReturnInnerOutput in class OperatorChain


getInnerOperatorCondition

public InnerOperatorCondition getInnerOperatorCondition()
Description copied from class: OperatorChain
Must return a condition of the IO behaviour of all desired inner operators. If there are no "special" conditions and the chain works similar to a simple operator chain this method should at least return a SimpleChainInnerOperatorCondition. More than one condition should be combined with help of the class CombinedInnerOperatorCondition.

Specified by:
getInnerOperatorCondition in class OperatorChain


getMinNumberOfInnerOperators

public int getMinNumberOfInnerOperators()
Description copied from class: OperatorChain
Returns the minimum number of innner operators.

Specified by:
getMinNumberOfInnerOperators in class OperatorChain


getMaxNumberOfInnerOperators

public int getMaxNumberOfInnerOperators()
Description copied from class: OperatorChain
Returns the maximum number of innner operators.

Specified by:
getMaxNumberOfInnerOperators in class OperatorChain


getInputClasses

public java.lang.Class[] getInputClasses()
Description copied from class: Operator
Returns the classes that are needed as input. May be null or an empty (no desired input). As default, all delivered input objects are consumed and must be also delivered as output in both Operator.getOutputClasses() and Operator.apply() if this is necessary. This default behavior can be changed by overriding Operator.getInputDescription(Class). Subclasses which implement this method should not make use of parameters since this method is invoked by getParameterTypes(). Therefore, parameters are not fully available at this point of time and this might lead to exceptions. Please use InputDescriptions instead.

Specified by:
getInputClasses in class Operator


getOutputClasses

public java.lang.Class[] getOutputClasses()
Description copied from class: Operator
Returns the classes that are guaranteed to be returned by apply() as additional output. Please note that input object which should not be consumed must also be defined by this method (e.g. for preprocessing operators). The default behavior for input consumation is defined by Operator.getInputDescription(Class) and can be changed by overwriting this method. Objects which are not consumed must not be defined as additional output in this method. May be null or an empy array (no additional output is produced).

Specified by:
getOutputClasses in class Operator


getNumberOfSteps

public int getNumberOfSteps()
Description copied from class: OperatorChain
Returns the number of steps performed by this chain.

Specified by:
getNumberOfSteps in class OperatorChain


getParameterTypes

public java.util.List<ParameterType> getParameterTypes()
Description copied from class: Operator
Returns a list of ParameterTypes describing the parameters of this operator. The default implementation returns an empty list if no input objects can be retained and special parameters for those input objects which can be prevented from being consumed.

Overrides:
getParameterTypes in class Operator



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