com.rapidminer.operator.features.construction
Class AttributeAggregationOperator

java.lang.Object
  com.rapidminer.operator.Operator
      com.rapidminer.operator.AbstractExampleSetProcessing
          com.rapidminer.operator.features.AbstractFeatureProcessing
              com.rapidminer.operator.features.construction.AbstractFeatureConstruction
                  com.rapidminer.operator.features.construction.AttributeAggregationOperator

All Implemented Interfaces:

ConfigurationListener, PreviewListener, ParameterHandler, LoggingHandler

public class AttributeAggregationOperator
extends AbstractFeatureConstruction

Allows to generate a new attribute which consists of a function of several other attributes. As functions, several aggregation attributes are available.

Author:

Tobias Malbrecht

Field Summary

static java.lang.String	PARAMETER_AGGREGATION_ATTRIBUTES
static java.lang.String	PARAMETER_AGGREGATION_FUNCTION
static java.lang.String	PARAMETER_ATTRIBUTE_NAME
static java.lang.String	PARAMETER_IGNORE_MISSINGS
static java.lang.String	PARAMETER_KEEP_ALL The parameter name for "Indicates if the all old attributes should be kept.

Constructor Summary

AttributeAggregationOperator(OperatorDescription description)

Method Summary

ExampleSet	apply(ExampleSet exampleSet) Delegate for the apply method.
java.util.List<ParameterType>	getParameterTypes() Returns a list of ParameterTypes describing the parameters of this operator.

Methods inherited from class com.rapidminer.operator.AbstractExampleSetProcessing

apply, getInputClasses, getOutputClasses

Methods inherited from class com.rapidminer.operator.Operator

addError, addValue, addWarning, apply, checkDeprecations, checkForStop, checkIO, checkProperties, clearErrorList, cloneOperator, createExperimentTree, createExperimentTree, createFromXML, createMarkedExperimentTree, createMarkedProcessTree, createProcessTree, createProcessTree, getAddOnlyAdditionalOutput, getApplyCount, getDeliveredOutputClasses, getDeprecationInfo, getDesiredInputClasses, getEncoding, getErrorList, getExperiment, getInnerOperatorsXML, getInput, getInput, getInput, getInputDescription, getIOContainerForInApplyLoopBreakpoint, getIODescription, getLog, getName, getOperatorClassName, getOperatorDescription, getParameter, getParameterAsBoolean, getParameterAsColor, getParameterAsDouble, getParameterAsFile, getParameterAsFile, getParameterAsInputStream, getParameterAsInt, getParameterAsMatrix, getParameterAsString, getParameterList, getParameters, getParameterType, getParent, getProcess, getStartTime, getStatus, getUserDescription, getValue, getValues, getXML, hasBreakpoint, hasBreakpoint, hasInput, inApplyLoop, isDebugMode, isEnabled, isExpanded, isParallel, isParameterSet, log, logError, logNote, logWarning, performAdditionalChecks, processFinished, processStarts, register, registerOperator, remove, rename, resume, setApplyCount, setBreakpoint, setEnabled, setExpanded, setInput, setListParameter, setOperatorParameters, setParameter, setParameters, setParent, setUserDescription, toString, unregisterOperator, writeXML

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Field Detail

PARAMETER_ATTRIBUTE_NAME

public static final java.lang.String PARAMETER_ATTRIBUTE_NAME

See Also:

Constant Field Values

PARAMETER_AGGREGATION_ATTRIBUTES

public static final java.lang.String PARAMETER_AGGREGATION_ATTRIBUTES

See Also:

Constant Field Values

PARAMETER_AGGREGATION_FUNCTION

public static final java.lang.String PARAMETER_AGGREGATION_FUNCTION

See Also:

Constant Field Values

PARAMETER_IGNORE_MISSINGS

public static final java.lang.String PARAMETER_IGNORE_MISSINGS

See Also:

Constant Field Values

PARAMETER_KEEP_ALL

public static final java.lang.String PARAMETER_KEEP_ALL

The parameter name for "Indicates if the all old attributes should be kept."

See Also:

Constant Field Values

Constructor Detail

AttributeAggregationOperator

public AttributeAggregationOperator(OperatorDescription description)

Method Detail

apply

public ExampleSet apply(ExampleSet exampleSet)
                 throws OperatorException

Description copied from class: AbstractExampleSetProcessing

Delegate for the apply method. In most cases, the returned example set will be the same as the example set or a modified clone.

Specified by:

apply in class AbstractExampleSetProcessing

Throws:

OperatorException

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.

Specified by:

getParameterTypes in interface ParameterHandler

Overrides:

getParameterTypes in class Operator