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java.lang.Objectjava.awt.Component
java.awt.Container
java.awt.Window
java.awt.Dialog
javax.swing.JDialog
com.rapidminer.gui.tools.dialogs.ButtonDialog
com.rapidminer.gui.tools.dialogs.MultiPageDialog
com.rapidminer.gui.tools.dialogs.wizards.AbstractWizard
de.dfki.madm.mlwizard.gui.AutomaticSystemConstructionWizard
public class AutomaticSystemConstructionWizard
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.
Nested Class Summary |
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Nested classes/interfaces inherited from class com.rapidminer.gui.tools.dialogs.wizards.AbstractWizard |
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com.rapidminer.gui.tools.dialogs.wizards.AbstractWizard.WizardStepDirection |
Nested classes/interfaces inherited from class javax.swing.JDialog |
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javax.swing.JDialog.AccessibleJDialog |
Nested classes/interfaces inherited from class java.awt.Dialog |
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java.awt.Dialog.AccessibleAWTDialog, java.awt.Dialog.ModalExclusionType, java.awt.Dialog.ModalityType |
Nested classes/interfaces inherited from class java.awt.Window |
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java.awt.Window.AccessibleAWTWindow |
Nested classes/interfaces inherited from class java.awt.Container |
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java.awt.Container.AccessibleAWTContainer |
Nested classes/interfaces inherited from class java.awt.Component |
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java.awt.Component.AccessibleAWTComponent, java.awt.Component.BaselineResizeBehavior, java.awt.Component.BltBufferStrategy, java.awt.Component.FlipBufferStrategy |
Field Summary | |
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de.dfki.madm.mlwizard.gui.AutomaticSystemConstructionWizard.RepositoryLocationSelectionWizardStepOwn |
dataSetRepositoryLocationStep
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de.dfki.madm.mlwizard.gui.EvaluateWizardStep |
evaluateWizardStep
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de.dfki.madm.mlwizard.gui.RegressionWizardStep |
regressionWizardStep
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Fields inherited from class com.rapidminer.gui.tools.dialogs.ButtonDialog |
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arguments, DEFAULT_SIZE, GAP, HUGE, infoTextLabel, INSETS, LARGE, MESSAGE, MESSAGE_EXTENDED, NARROW, NORMAL, wasConfirmed |
Fields inherited from class javax.swing.JDialog |
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accessibleContext, rootPane, rootPaneCheckingEnabled |
Fields inherited from class java.awt.Dialog |
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DEFAULT_MODALITY_TYPE |
Fields inherited from class java.awt.Component |
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BOTTOM_ALIGNMENT, CENTER_ALIGNMENT, LEFT_ALIGNMENT, RIGHT_ALIGNMENT, TOP_ALIGNMENT |
Fields inherited from interface javax.swing.WindowConstants |
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DISPOSE_ON_CLOSE, DO_NOTHING_ON_CLOSE, EXIT_ON_CLOSE, HIDE_ON_CLOSE |
Fields inherited from interface java.awt.image.ImageObserver |
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ABORT, ALLBITS, ERROR, FRAMEBITS, HEIGHT, PROPERTIES, SOMEBITS, WIDTH |
Constructor Summary | |
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AutomaticSystemConstructionWizard(java.lang.String key,
java.lang.Object... i18nArgs)
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Method Summary | |
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void |
dispose()
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void |
exception(java.lang.Exception e)
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com.rapidminer.example.ExampleSet |
getDataSet()
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java.lang.String |
getDataSetRepositoryLocation()
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KnowledgeBase |
getKnowledgeBase()
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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 |
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addStep, canGoBack, canProceed, finish, getNameForStep, isComplete, isLastStep, layoutDefault, layoutDefault, next, previous, setVisible, updateInfoHeader, updateTitle |
Methods inherited from class com.rapidminer.gui.tools.dialogs.MultiPageDialog |
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getCurrentStep, layoutDefault, layoutDefault, stateChanged |
Methods inherited from class com.rapidminer.gui.tools.dialogs.ButtonDialog |
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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 |
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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 |
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addNotify, getModalityType, getTitle, hide, isModal, isResizable, isUndecorated, setModal, setModalityType, setResizable, setTitle, setUndecorated, show, toBack |
Methods inherited from class java.awt.Window |
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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 |
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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 |
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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 |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait |
Field Detail |
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public de.dfki.madm.mlwizard.gui.AutomaticSystemConstructionWizard.RepositoryLocationSelectionWizardStepOwn dataSetRepositoryLocationStep
public de.dfki.madm.mlwizard.gui.RegressionWizardStep regressionWizardStep
public de.dfki.madm.mlwizard.gui.EvaluateWizardStep evaluateWizardStep
Constructor Detail |
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public AutomaticSystemConstructionWizard(java.lang.String key, java.lang.Object... i18nArgs)
Method Detail |
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public KnowledgeBase getKnowledgeBase()
public com.rapidminer.example.ExampleSet getDataSet()
public java.lang.String getDataSetRepositoryLocation()
public com.rapidminer.example.ExampleSet readDataSet() throws com.rapidminer.operator.OperatorCreationException, com.rapidminer.operator.OperatorException
com.rapidminer.operator.OperatorCreationException
com.rapidminer.operator.OperatorException
public void dispose()
dispose
in class java.awt.Window
public void exception(java.lang.Exception e)
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