ClassifierPanel

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## weka.gui.explorer
Class ClassifierPanel

    java.lang.Object
      java.awt.Component
          java.awt.Container
              javax.swing.JComponent
                  javax.swing.JPanel
                      weka.gui.explorer.ClassifierPanel

All Implemented Interfaces:
  java.awt.image.ImageObserver, java.awt.MenuContainer, java.io.Serializable, java.util.EventListener, javax.accessibility.Accessible, Explorer.CapabilitiesFilterChangeListener, Explorer.ExplorerPanel, Explorer.LogHandler

    public class ClassifierPanel

extends javax.swing.JPanel
implements Explorer.CapabilitiesFilterChangeListener, Explorer.ExplorerPanel, Explorer.LogHandler

This panel allows the user to select and configure a classifier, set the attribute of the current dataset to be used as the class, and evaluate the classifier using a number of testing modes (test on the training data, train/test on a percentage split, n-fold cross-validation, test on a separate split). The results of classification runs are stored in a result history so that previous results are accessible.

Version:
  $Revision: 4738 $
Author:
  Len Trigg (trigg@cs.waikato.ac.nz), Mark Hall (mhall@cs.waikato.ac.nz), Richard Kirkby (rkirkby@cs.waikato.ac.nz)
See Also:
  Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class javax.swing.JComponent
`javax.swing.JComponent.AccessibleJComponent`

Field Summary
`static java.lang.String` | `MODEL_FILE_EXTENSION` The filename extension that should be used for model files
`static java.lang.String` | `PMML_FILE_EXTENSION` The filename extension that should be used for PMML xml files

Fields inherited from class javax.swing.JComponent
`TOOL_TIP_TEXT_KEY, UNDEFINED_CONDITION, WHEN_ANCESTOR_OF_FOCUSED_COMPONENT, WHEN_FOCUSED, WHEN_IN_FOCUSED_WINDOW`

Fields inherited from class java.awt.Component
`BOTTOM_ALIGNMENT, CENTER_ALIGNMENT, LEFT_ALIGNMENT, RIGHT_ALIGNMENT, TOP_ALIGNMENT`

Fields inherited from interface java.awt.image.ImageObserver
`ABORT, ALLBITS, ERROR, FRAMEBITS, HEIGHT, PROPERTIES, SOMEBITS, WIDTH`

Constructor Summary
`ClassifierPanel()` Creates the classifier panel

Method Summary
`void` | `capabilitiesFilterChanged(Explorer.CapabilitiesFilterChangeEvent e)` method gets called in case of a change event
`Explorer` | `getExplorer()` returns the parent Explorer frame
`java.lang.String` | `getTabTitle()` Returns the title for the tab in the Explorer
`java.lang.String` | `getTabTitleToolTip()` Returns the tooltip for the tab in the Explorer
`static void` | `main(java.lang.String[] args)` Tests out the classifier panel from the command line.
`static void` | `processClassifierPrediction(Instance toPredict, Classifier classifier, Evaluation eval, Instances plotInstances, FastVector plotShape, FastVector plotSize)` Process a classifier's prediction for an instance and update a set of plotting instances and additional plotting info.
`void` | `setExplorer(Explorer parent)` Sets the Explorer to use as parent frame (used for sending notifications about changes in the data)
`void` | `setInstances(Instances inst)` Tells the panel to use a new set of instances.
`void` | `setLog(Logger newLog)` Sets the Logger to receive informational messages
`static Instances` | `setUpVisualizableInstances(Instances trainInstances)` Sets up the structure for the visualizable instances.

Methods inherited from class javax.swing.JPanel
`getAccessibleContext, getUI, getUIClassID, setUI, updateUI`

Methods inherited from class javax.swing.JComponent
`addAncestorListener, addNotify, addVetoableChangeListener, computeVisibleRect, contains, createToolTip, disable, enable, firePropertyChange, firePropertyChange, firePropertyChange, getActionForKeyStroke, getActionMap, getAlignmentX, getAlignmentY, getAncestorListeners, getAutoscrolls, getBorder, getBounds, getClientProperty, getComponentPopupMenu, getConditionForKeyStroke, getDebugGraphicsOptions, getDefaultLocale, getFontMetrics, getGraphics, getHeight, getInheritsPopupMenu, getInputMap, getInputMap, getInputVerifier, getInsets, getInsets, getListeners, getLocation, getMaximumSize, getMinimumSize, getNextFocusableComponent, getPopupLocation, getPreferredSize, getRegisteredKeyStrokes, getRootPane, getSize, getToolTipLocation, getToolTipText, getToolTipText, getTopLevelAncestor, getTransferHandler, getVerifyInputWhenFocusTarget, getVetoableChangeListeners, getVisibleRect, getWidth, getX, getY, grabFocus, isDoubleBuffered, isLightweightComponent, isManagingFocus, isOpaque, isOptimizedDrawingEnabled, isPaintingTile, isRequestFocusEnabled, isValidateRoot, paint, paintImmediately, paintImmediately, print, printAll, putClientProperty, registerKeyboardAction, registerKeyboardAction, removeAncestorListener, removeNotify, removeVetoableChangeListener, repaint, repaint, requestDefaultFocus, requestFocus, requestFocus, requestFocusInWindow, resetKeyboardActions, reshape, revalidate, scrollRectToVisible, setActionMap, setAlignmentX, setAlignmentY, setAutoscrolls, setBackground, setBorder, setComponentPopupMenu, setDebugGraphicsOptions, setDefaultLocale, setDoubleBuffered, setEnabled, setFocusTraversalKeys, setFont, setForeground, setInheritsPopupMenu, setInputMap, setInputVerifier, setMaximumSize, setMinimumSize, setNextFocusableComponent, setOpaque, setPreferredSize, setRequestFocusEnabled, setToolTipText, setTransferHandler, setVerifyInputWhenFocusTarget, setVisible, unregisterKeyboardAction, update`

Methods inherited from class java.awt.Container
`add, add, add, add, add, addContainerListener, addPropertyChangeListener, addPropertyChangeListener, applyComponentOrientation, areFocusTraversalKeysSet, countComponents, deliverEvent, doLayout, findComponentAt, findComponentAt, getComponent, getComponentAt, getComponentAt, getComponentCount, getComponents, getComponentZOrder, getContainerListeners, getFocusTraversalKeys, getFocusTraversalPolicy, getLayout, getMousePosition, insets, invalidate, isAncestorOf, isFocusCycleRoot, isFocusCycleRoot, isFocusTraversalPolicyProvider, isFocusTraversalPolicySet, layout, list, list, locate, minimumSize, paintComponents, preferredSize, printComponents, remove, remove, removeAll, removeContainerListener, setComponentZOrder, setFocusCycleRoot, setFocusTraversalPolicy, setFocusTraversalPolicyProvider, setLayout, transferFocusBackward, transferFocusDownCycle, validate`

Methods inherited from class java.awt.Component
`action, add, addComponentListener, addFocusListener, addHierarchyBoundsListener, addHierarchyListener, addInputMethodListener, addKeyListener, addMouseListener, addMouseMotionListener, addMouseWheelListener, bounds, checkImage, checkImage, contains, createImage, createImage, createVolatileImage, createVolatileImage, dispatchEvent, enable, enableInputMethods, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, getBackground, getBounds, getColorModel, getComponentListeners, getComponentOrientation, getCursor, getDropTarget, getFocusCycleRootAncestor, getFocusListeners, getFocusTraversalKeysEnabled, getFont, getForeground, getGraphicsConfiguration, getHierarchyBoundsListeners, getHierarchyListeners, getIgnoreRepaint, getInputContext, getInputMethodListeners, getInputMethodRequests, getKeyListeners, getLocale, getLocation, getLocationOnScreen, getMouseListeners, getMouseMotionListeners, getMousePosition, getMouseWheelListeners, getName, getParent, getPeer, getPropertyChangeListeners, getPropertyChangeListeners, getSize, getToolkit, getTreeLock, gotFocus, handleEvent, hasFocus, hide, imageUpdate, inside, isBackgroundSet, isCursorSet, isDisplayable, isEnabled, isFocusable, isFocusOwner, isFocusTraversable, isFontSet, isForegroundSet, isLightweight, isMaximumSizeSet, isMinimumSizeSet, isPreferredSizeSet, isShowing, isValid, isVisible, keyDown, keyUp, list, list, list, location, lostFocus, mouseDown, mouseDrag, mouseEnter, mouseExit, mouseMove, mouseUp, move, nextFocus, paintAll, postEvent, prepareImage, prepareImage, remove, removeComponentListener, removeFocusListener, removeHierarchyBoundsListener, removeHierarchyListener, removeInputMethodListener, removeKeyListener, removeMouseListener, removeMouseMotionListener, removeMouseWheelListener, removePropertyChangeListener, removePropertyChangeListener, repaint, repaint, repaint, resize, resize, setBounds, setBounds, setComponentOrientation, setCursor, setDropTarget, setFocusable, setFocusTraversalKeysEnabled, setIgnoreRepaint, setLocale, setLocation, setLocation, setName, setSize, setSize, show, show, size, toString, transferFocus, transferFocusUpCycle`

Methods inherited from class java.lang.Object
`equals, getClass, hashCode, notify, notifyAll, wait, wait, wait`

Field Detail

### MODEL_FILE_EXTENSION

    public static java.lang.String MODEL_FILE_EXTENSION

  The filename extension that should be used for model files

### PMML_FILE_EXTENSION

    public static java.lang.String PMML_FILE_EXTENSION

  The filename extension that should be used for PMML xml files

Constructor Detail

### ClassifierPanel

    public ClassifierPanel()

  Creates the classifier panel

Method Detail

### setLog

    public void setLog(Logger newLog)

  Sets the Logger to receive informational messages

  Specified by:
    `setLog` in interface `Explorer.LogHandler`
  Parameters:
    `newLog` - the Logger that will now get info messages

### setInstances

    public void setInstances(Instances inst)

  Tells the panel to use a new set of instances.

  Specified by:
    `setInstances` in interface `Explorer.ExplorerPanel`
  Parameters:
    `inst` - a set of Instances

### processClassifierPrediction

    public static void processClassifierPrediction(Instance toPredict,
                                                   Classifier classifier,
                                                   Evaluation eval,
                                                   Instances plotInstances,
                                                   FastVector plotShape,
                                                   FastVector plotSize)

  Process a classifier's prediction for an instance and update a set of plotting instances and additional plotting info. plotInfo for nominal class datasets holds shape types (actual data points have automatic shape type assignment; classifier error data points have box shape type). For numeric class datasets, the actual data points are stored in plotInstances and plotInfo stores the error (which is later converted to shape size values)

  Parameters:
    `toPredict` - the actual data point
    `classifier` - the classifier
    `eval` - the evaluation object to use for evaluating the classifier on the instance to predict
    `plotInstances` - a set of plottable instances
    `plotShape` - additional plotting information (shape)
    `plotSize` - additional plotting information (size)

### setUpVisualizableInstances

    public static Instances setUpVisualizableInstances(Instances trainInstances)

  Sets up the structure for the visualizable instances. This dataset contains the original attributes plus the classifier's predictions for the class as an attribute called "predicted+WhateverTheClassIsCalled".

  Parameters:
    `trainInstances` - the instances that the classifier is trained on
  Returns:
    a new set of instances containing one more attribute (predicted class) than the trainInstances

### capabilitiesFilterChanged

    public void capabilitiesFilterChanged(Explorer.CapabilitiesFilterChangeEvent e)

  method gets called in case of a change event

  Specified by:
    `capabilitiesFilterChanged` in interface `Explorer.CapabilitiesFilterChangeListener`
  Parameters:
    `e` - the associated change event

### setExplorer

    public void setExplorer(Explorer parent)

  Sets the Explorer to use as parent frame (used for sending notifications about changes in the data)

  Specified by:
    `setExplorer` in interface `Explorer.ExplorerPanel`
  Parameters:
    `parent` - the parent frame

### getExplorer

    public Explorer getExplorer()

  returns the parent Explorer frame

  Specified by:
    `getExplorer` in interface `Explorer.ExplorerPanel`
  Returns:
    the parent

### getTabTitle

    public java.lang.String getTabTitle()

  Returns the title for the tab in the Explorer

  Specified by:
    `getTabTitle` in interface `Explorer.ExplorerPanel`
  Returns:
    the title of this tab

### getTabTitleToolTip

    public java.lang.String getTabTitleToolTip()

  Returns the tooltip for the tab in the Explorer

  Specified by:
    `getTabTitleToolTip` in interface `Explorer.ExplorerPanel`
  Returns:
    the tooltip of this tab

### main

    public static void main(java.lang.String[] args)

  Tests out the classifier panel from the command line.

  Parameters:
    `args` - may optionally contain the name of a dataset to load.

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