adams.flow.source
Class WekaClassifierGenerator

java.lang.Object
  adams.core.ConsoleObject
      adams.core.option.AbstractOptionHandler
          adams.flow.core.AbstractActor
              adams.flow.source.AbstractSource
                  adams.flow.source.AbstractWekaSetupGenerator<weka.classifiers.Classifier>
                      adams.flow.source.WekaClassifierGenerator

All Implemented Interfaces:

AdditionalInformationHandler, CleanUpHandler, Debuggable, DebugOutputHandler, Destroyable, OptionHandler, QuickInfoSupporter, ShallowCopySupporter<AbstractActor>, SizeOfHandler, Stoppable, VariableChangeListener, ErrorHandler, OutputProducer, Serializable, Comparable

public class WekaClassifierGenerator
extends AbstractWekaSetupGenerator<weka.classifiers.Classifier>

Generates multiple classifier setups.

Input/output:
- generates:
weka.classifiers.Classifier

Valid options are:

-D <int> (property: debugLevel)
    The greater the number the more additional info the scheme may output to
    the console (0 = off).
    default: 0
    minimum: 0
 

-name <java.lang.String> (property: name)
    The name of the actor.
    default: ClassifierGenerator
 

-annotation <adams.core.base.BaseText> (property: annotations)
    The annotations to attach to this actor.
    default:
 

-skip (property: skip)
    If set to true, transformation is skipped and the input token is just forwarded
    as it is.
 

-setup <java.lang.Object [options]> (property: setup)
    The base classifier to use for the setups.
    default: weka.classifiers.meta.FilteredClassifier -F \"weka.filters.supervised.attribute.PLSFilter -C 20 -M -A PLS1 -P center\" -W weka.classifiers.functions.LinearRegression -- -S 0 -R 1.0E-8
 

-parameter <weka.core.setupgenerator.AbstractParameter [options]> [-parameter ...] (property: parameters)
    The parameters to use for generating the setups.
    default: weka.core.setupgenerator.MathParameter -property classifier.ridge -min -5.0 -max 3.0 -step 1.0 -base 10.0 -expression pow(BASE,I), weka.core.setupgenerator.MathParameter -property filter.numComponents -min 5.0 -max 20.0 -step 1.0 -base 10.0 -expression I, weka.core.setupgenerator.ListParameter -property filter.algorithm -list \"PLS1 SIMPLS\"
 

-array (property: outputArray)
    If set to true, then an array of setups will be output instead of a sequence.
 

Version:

$Revision: 4584 $

Author:

fracpete (fracpete at waikato dot ac dot nz)

See Also:

Serialized Form

Field Summary

Fields inherited from class adams.flow.source.AbstractWekaSetupGenerator

m_Generator, m_OutputArray, m_Setups

Fields inherited from class adams.flow.core.AbstractActor

FILE_EXTENSION, FILE_EXTENSION_GZ, m_Annotations, m_BackupState, m_DetectedObjectVariables, m_DetectedVariables, m_ErrorHandler, m_Executed, m_FullName, m_Headless, m_Name, m_Parent, m_Root, m_Self, m_Skip, m_StopFlowOnError, m_StopMessage, m_Stopped, m_StorageHandler, m_VariablesUpdated

Fields inherited from class adams.core.option.AbstractOptionHandler

m_DebugLevel, m_OptionManager

Constructor Summary

WekaClassifierGenerator()

Method Summary

protected AbstractParameter[]	getDefaultParameters() Returns the default parameters.
protected weka.classifiers.Classifier	getDefaultSetup() Returns the default setup.
protected Class	getDefaultSuperClass() Returns the default super class, the same as the type "T" when defining the generics.
weka.classifiers.Classifier	getSetup() Returns the base classifier.
String	globalInfo() Returns a string describing the object.
void	setSetup(weka.classifiers.Classifier value) Sets the base classifier.
String	setupTipText() Returns the tip text for this property.

Methods inherited from class adams.flow.source.AbstractWekaSetupGenerator

defineOptions, doExecute, generates, getDefaultPackage, getOutputArray, getParameters, getQuickInfo, hasPendingOutput, initialize, output, outputArrayTipText, parametersTipText, setOutputArray, setParameters, wrapUp

Methods inherited from class adams.flow.core.AbstractActor

annotationsTipText, backupState, canInspectOptions, canPerformSetUpCheck, cleanUp, compareTo, debug, destroy, equals, execute, findVariables, findVariables, findVariables, forceVariables, forCommandLine, forName, getAdditionalInformation, getAnnotations, getDefaultName, getDetectedVariables, getErrorHandler, getFlowActors, getFullName, getName, getNextSibling, getParent, getPreviousSibling, getRoot, getSkip, getStopFlowOnError, getStopMessage, getStorageHandler, getVariables, handleError, hasErrorHandler, hasStopMessage, index, isBackedUp, isExecuted, isFinished, isHeadless, isStopped, nameTipText, performSetUpChecks, postExecute, preExecute, pruneBackup, pruneBackup, reset, restoreState, setAnnotations, setErrorHandler, setHeadless, setName, setParent, setSkip, setStopFlowOnError, setUp, setVariables, shallowCopy, shallowCopy, sizeOf, skipTipText, stopExecution, stopExecution, stopFlowOnErrorTipText, updateDetectedVariables, updatePrefix, updateVariables, variableChanged

Methods inherited from class adams.core.option.AbstractOptionHandler

cleanUpOptions, debug, debugLevelTipText, finishInit, getDebugLevel, getOptionManager, isDebugOn, newOptionManager, setDebugLevel, toCommandLine, toString

Methods inherited from class adams.core.ConsoleObject

getDebugging, getSystemErr, getSystemOut

Methods inherited from class java.lang.Object

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

Constructor Detail

WekaClassifierGenerator

public WekaClassifierGenerator()

Method Detail

globalInfo

public String globalInfo()

Returns a string describing the object.

Specified by:

globalInfo in class AbstractOptionHandler

Returns:

a description suitable for displaying in the gui

getDefaultSetup

protected weka.classifiers.Classifier getDefaultSetup()

Returns the default setup. Used in the options as default value.

Specified by:

getDefaultSetup in class AbstractWekaSetupGenerator<weka.classifiers.Classifier>

Returns:

the default setup

See Also:

AbstractWekaSetupGenerator.defineOptions()

getDefaultParameters

protected AbstractParameter[] getDefaultParameters()

Returns the default parameters. Used in the options as default value.

Specified by:

getDefaultParameters in class AbstractWekaSetupGenerator<weka.classifiers.Classifier>

Returns:

the default parameters

See Also:

AbstractWekaSetupGenerator.defineOptions()

getDefaultSuperClass

protected Class getDefaultSuperClass()

Returns the default super class, the same as the type "T" when defining the generics.

Specified by:

getDefaultSuperClass in class AbstractWekaSetupGenerator<weka.classifiers.Classifier>

Returns:

the default super class

setSetup

public void setSetup(weka.classifiers.Classifier value)

Sets the base classifier.

Parameters:

value - the classifier

getSetup

public weka.classifiers.Classifier getSetup()

Returns the base classifier.

Returns:

the classifier

setupTipText

public String setupTipText()

Returns the tip text for this property.

Returns:

tip text for this property suitable for displaying in the GUI or for listing the options.