de.dfki.madm.mlwizard.gui
Class AutomaticSystemConstructionWizard

java.lang.Object
  extended by java.awt.Component
      extended by java.awt.Container
          extended by java.awt.Window
              extended by java.awt.Dialog
                  extended by javax.swing.JDialog
                      extended by com.rapidminer.gui.tools.dialogs.ButtonDialog
                          extended by com.rapidminer.gui.tools.dialogs.MultiPageDialog
                              extended by com.rapidminer.gui.tools.dialogs.wizards.AbstractWizard
                                  extended by de.dfki.madm.mlwizard.gui.AutomaticSystemConstructionWizard
All Implemented Interfaces:
java.awt.image.ImageObserver, java.awt.MenuContainer, java.io.Serializable, java.util.EventListener, javax.accessibility.Accessible, javax.swing.event.ChangeListener, javax.swing.RootPaneContainer, javax.swing.WindowConstants

public class AutomaticSystemConstructionWizard
extends com.rapidminer.gui.tools.dialogs.wizards.AbstractWizard

This initializes the Wizard and starts with selection of a repository location. Step 1: The user can specify the dataset for which he likes to construct a classification system. After this, predictions of the classfication accuracies are done for several classification methods. Step 2: The user can select one or more of these classifiers for more detailed evaluation, according to the predicted accuracies and the root mean squared error. Step 3: After evaluation has been performed (essentially a parameter grid search with nested x-validation), the actual accuracies are presented. The user may select his favorite classifier. A complete classification system is constructed within the process view, including pre-processing steps.

Author:
Matthias Reif
See Also:
Serialized Form

Nested Class Summary
 
Nested classes/interfaces inherited from class com.rapidminer.gui.tools.dialogs.wizards.AbstractWizard
com.rapidminer.gui.tools.dialogs.wizards.AbstractWizard.WizardStepDirection
 
Nested classes/interfaces inherited from class javax.swing.JDialog
javax.swing.JDialog.AccessibleJDialog
 
Nested classes/interfaces inherited from class java.awt.Dialog
java.awt.Dialog.AccessibleAWTDialog, java.awt.Dialog.ModalExclusionType, java.awt.Dialog.ModalityType
 
Nested classes/interfaces inherited from class java.awt.Window
java.awt.Window.AccessibleAWTWindow
 
Nested classes/interfaces inherited from class java.awt.Container
java.awt.Container.AccessibleAWTContainer
 
Nested classes/interfaces inherited from class java.awt.Component
java.awt.Component.AccessibleAWTComponent, java.awt.Component.BaselineResizeBehavior, java.awt.Component.BltBufferStrategy, java.awt.Component.FlipBufferStrategy
 
Field Summary
 de.dfki.madm.mlwizard.gui.AutomaticSystemConstructionWizard.RepositoryLocationSelectionWizardStepOwn dataSetRepositoryLocationStep
           
 de.dfki.madm.mlwizard.gui.EvaluateWizardStep evaluateWizardStep
           
 de.dfki.madm.mlwizard.gui.RegressionWizardStep regressionWizardStep
           
 
Fields inherited from class com.rapidminer.gui.tools.dialogs.ButtonDialog
arguments, DEFAULT_SIZE, GAP, HUGE, infoTextLabel, INSETS, LARGE, MESSAGE, MESSAGE_EXTENDED, NARROW, NORMAL, wasConfirmed
 
Fields inherited from class javax.swing.JDialog
accessibleContext, rootPane, rootPaneCheckingEnabled
 
Fields inherited from class java.awt.Dialog
DEFAULT_MODALITY_TYPE
 
Fields inherited from class java.awt.Component
BOTTOM_ALIGNMENT, CENTER_ALIGNMENT, LEFT_ALIGNMENT, RIGHT_ALIGNMENT, TOP_ALIGNMENT
 
Fields inherited from interface javax.swing.WindowConstants
DISPOSE_ON_CLOSE, DO_NOTHING_ON_CLOSE, EXIT_ON_CLOSE, HIDE_ON_CLOSE
 
Fields inherited from interface java.awt.image.ImageObserver
ABORT, ALLBITS, ERROR, FRAMEBITS, HEIGHT, PROPERTIES, SOMEBITS, WIDTH
 
Constructor Summary
AutomaticSystemConstructionWizard(java.lang.String key, java.lang.Object... i18nArgs)
           
 
Method Summary
 void dispose()
           
 void exception(java.lang.Exception e)
           
 com.rapidminer.example.ExampleSet getDataSet()
           
 java.lang.String getDataSetRepositoryLocation()
           
 KnowledgeBase getKnowledgeBase()
           
 com.rapidminer.example.ExampleSet readDataSet()
          reads the dataset selected in the dataset repository location step
 
Methods inherited from class com.rapidminer.gui.tools.dialogs.wizards.AbstractWizard
addStep, canGoBack, canProceed, finish, getNameForStep, isComplete, isLastStep, layoutDefault, layoutDefault, next, previous, setVisible, updateInfoHeader, updateTitle
 
Methods inherited from class com.rapidminer.gui.tools.dialogs.MultiPageDialog
getCurrentStep, layoutDefault, layoutDefault, stateChanged
 
Methods inherited from class com.rapidminer.gui.tools.dialogs.ButtonDialog
addChangeListener, cancel, close, createBorder, createGridLayout, createTitledBorder, fireStateChanged, getDefaultSize, getDialogTitle, getInfoIcon, getInfoText, getKey, layoutDefault, layoutDefault, layoutDefault, layoutDefault, layoutDefault, layoutDefault, makeButtonPanel, makeButtonPanel, makeCancelButton, makeCancelButton, makeCloseButton, makeOkButton, makeOkButton, ok, removeChangeListener, setConfirmed, setDefaultLocation, setDefaultSize, setDefaultSize, wasConfirmed
 
Methods inherited from class javax.swing.JDialog
addImpl, createRootPane, dialogInit, getAccessibleContext, getContentPane, getDefaultCloseOperation, getGlassPane, getGraphics, getJMenuBar, getLayeredPane, getRootPane, getTransferHandler, isDefaultLookAndFeelDecorated, isRootPaneCheckingEnabled, paramString, processWindowEvent, remove, repaint, setContentPane, setDefaultCloseOperation, setDefaultLookAndFeelDecorated, setGlassPane, setJMenuBar, setLayeredPane, setLayout, setRootPane, setRootPaneCheckingEnabled, setTransferHandler, update
 
Methods inherited from class java.awt.Dialog
addNotify, getModalityType, getTitle, hide, isModal, isResizable, isUndecorated, setModal, setModalityType, setResizable, setTitle, setUndecorated, show, toBack
 
Methods inherited from class java.awt.Window
addPropertyChangeListener, addPropertyChangeListener, addWindowFocusListener, addWindowListener, addWindowStateListener, applyResourceBundle, applyResourceBundle, createBufferStrategy, createBufferStrategy, getBufferStrategy, getFocusableWindowState, getFocusCycleRootAncestor, getFocusOwner, getFocusTraversalKeys, getGraphicsConfiguration, getIconImages, getInputContext, getListeners, getLocale, getModalExclusionType, getMostRecentFocusOwner, getOwnedWindows, getOwner, getOwnerlessWindows, getToolkit, getWarningString, getWindowFocusListeners, getWindowListeners, getWindows, getWindowStateListeners, isActive, isAlwaysOnTop, isAlwaysOnTopSupported, isFocusableWindow, isFocusCycleRoot, isFocused, isLocationByPlatform, isShowing, pack, postEvent, processEvent, processWindowFocusEvent, processWindowStateEvent, removeNotify, removeWindowFocusListener, removeWindowListener, removeWindowStateListener, reshape, setAlwaysOnTop, setBounds, setBounds, setCursor, setFocusableWindowState, setFocusCycleRoot, setIconImage, setIconImages, setLocationByPlatform, setLocationRelativeTo, setMinimumSize, setModalExclusionType, setSize, setSize, toFront
 
Methods inherited from class java.awt.Container
add, add, add, add, add, addContainerListener, applyComponentOrientation, areFocusTraversalKeysSet, countComponents, deliverEvent, doLayout, findComponentAt, findComponentAt, getAlignmentX, getAlignmentY, getComponent, getComponentAt, getComponentAt, getComponentCount, getComponents, getComponentZOrder, getContainerListeners, getFocusTraversalPolicy, getInsets, getLayout, getMaximumSize, getMinimumSize, getMousePosition, getPreferredSize, insets, invalidate, isAncestorOf, isFocusCycleRoot, isFocusTraversalPolicyProvider, isFocusTraversalPolicySet, layout, list, list, locate, minimumSize, paint, paintComponents, preferredSize, print, printComponents, processContainerEvent, remove, removeAll, removeContainerListener, setComponentZOrder, setFocusTraversalKeys, setFocusTraversalPolicy, setFocusTraversalPolicyProvider, setFont, transferFocusDownCycle, validate, validateTree
 
Methods inherited from class java.awt.Component
action, add, addComponentListener, addFocusListener, addHierarchyBoundsListener, addHierarchyListener, addInputMethodListener, addKeyListener, addMouseListener, addMouseMotionListener, addMouseWheelListener, bounds, checkImage, checkImage, coalesceEvents, contains, contains, createImage, createImage, createVolatileImage, createVolatileImage, disable, disableEvents, dispatchEvent, enable, enable, enableEvents, enableInputMethods, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, getBackground, getBaseline, getBaselineResizeBehavior, getBounds, getBounds, getColorModel, getComponentListeners, getComponentOrientation, getCursor, getDropTarget, getFocusListeners, getFocusTraversalKeysEnabled, getFont, getFontMetrics, getForeground, getHeight, getHierarchyBoundsListeners, getHierarchyListeners, getIgnoreRepaint, getInputMethodListeners, getInputMethodRequests, getKeyListeners, getLocation, getLocation, getLocationOnScreen, getMouseListeners, getMouseMotionListeners, getMousePosition, getMouseWheelListeners, getName, getParent, getPeer, getPropertyChangeListeners, getPropertyChangeListeners, getSize, getSize, getTreeLock, getWidth, getX, getY, gotFocus, handleEvent, hasFocus, imageUpdate, inside, isBackgroundSet, isCursorSet, isDisplayable, isDoubleBuffered, isEnabled, isFocusable, isFocusOwner, isFocusTraversable, isFontSet, isForegroundSet, isLightweight, isMaximumSizeSet, isMinimumSizeSet, isOpaque, isPreferredSizeSet, isValid, isVisible, keyDown, keyUp, list, list, list, location, lostFocus, mouseDown, mouseDrag, mouseEnter, mouseExit, mouseMove, mouseUp, move, nextFocus, paintAll, prepareImage, prepareImage, printAll, processComponentEvent, processFocusEvent, processHierarchyBoundsEvent, processHierarchyEvent, processInputMethodEvent, processKeyEvent, processMouseEvent, processMouseMotionEvent, processMouseWheelEvent, remove, removeComponentListener, removeFocusListener, removeHierarchyBoundsListener, removeHierarchyListener, removeInputMethodListener, removeKeyListener, removeMouseListener, removeMouseMotionListener, removeMouseWheelListener, removePropertyChangeListener, removePropertyChangeListener, repaint, repaint, repaint, requestFocus, requestFocus, requestFocusInWindow, requestFocusInWindow, resize, resize, setBackground, setComponentOrientation, setDropTarget, setEnabled, setFocusable, setFocusTraversalKeysEnabled, setForeground, setIgnoreRepaint, setLocale, setLocation, setLocation, setMaximumSize, setName, setPreferredSize, show, size, toString, transferFocus, transferFocusBackward, transferFocusUpCycle
 
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
 

Field Detail

dataSetRepositoryLocationStep

public de.dfki.madm.mlwizard.gui.AutomaticSystemConstructionWizard.RepositoryLocationSelectionWizardStepOwn dataSetRepositoryLocationStep

regressionWizardStep

public de.dfki.madm.mlwizard.gui.RegressionWizardStep regressionWizardStep

evaluateWizardStep

public de.dfki.madm.mlwizard.gui.EvaluateWizardStep evaluateWizardStep
Constructor Detail

AutomaticSystemConstructionWizard

public AutomaticSystemConstructionWizard(java.lang.String key,
                                         java.lang.Object... i18nArgs)
Method Detail

getKnowledgeBase

public KnowledgeBase getKnowledgeBase()

getDataSet

public com.rapidminer.example.ExampleSet getDataSet()

getDataSetRepositoryLocation

public java.lang.String getDataSetRepositoryLocation()
Returns:
location of the repository selected in the dataset repository location step

readDataSet

public com.rapidminer.example.ExampleSet readDataSet()
                                              throws com.rapidminer.operator.OperatorCreationException,
                                                     com.rapidminer.operator.OperatorException
reads the dataset selected in the dataset repository location step

Returns:
the dataset read as examplset
Throws:
com.rapidminer.operator.OperatorCreationException
com.rapidminer.operator.OperatorException

dispose

public void dispose()
Overrides:
dispose in class java.awt.Window

exception

public void exception(java.lang.Exception e)


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