public class Classifier extends javax.swing.JPanel implements BeanCommon, Visible, WekaWrapper, EventConstraints, java.io.Serializable, UserRequestAcceptor, TrainingSetListener, TestSetListener, InstanceListener, ConfigurationProducer, EnvironmentHandler
JPanel
,
BeanCommon
,
Visible
,
WekaWrapper
,
Serializable
,
UserRequestAcceptor
,
TrainingSetListener
,
TestSetListener
,
EnvironmentHandler
,
Serialized FormModifier and Type | Field and Description |
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static java.lang.String |
FILE_EXTENSION
the extension for serialized models (binary Java serialization)
|
TOOL_TIP_TEXT_KEY, UNDEFINED_CONDITION, WHEN_ANCESTOR_OF_FOCUSED_COMPONENT, WHEN_FOCUSED, WHEN_IN_FOCUSED_WINDOW
Constructor and Description |
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Classifier()
Creates a new
Classifier instance. |
Modifier and Type | Method and Description |
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void |
acceptInstance(InstanceEvent e)
Accepts an instance for incremental processing.
|
void |
acceptTestSet(TestSetEvent e)
Accepts a test set for a batch trained classifier
|
void |
acceptTrainingSet(TrainingSetEvent e)
Accepts a training set and builds batch classifier
|
void |
addBatchClassifierListener(BatchClassifierListener cl)
Add a batch classifier listener
|
void |
addConfigurationListener(ConfigurationListener cl)
We don't have to keep track of configuration listeners (see the
documentation for ConfigurationListener/ConfigurationEvent).
|
void |
addGraphListener(GraphListener cl)
Add a graph listener
|
void |
addIncrementalClassifierListener(IncrementalClassifierListener cl)
Add an incremental classifier listener
|
void |
addTextListener(TextListener cl)
Add a text listener
|
boolean |
connectionAllowed(java.beans.EventSetDescriptor esd)
Returns true if, at this time, the object will accept a connection
according to the supplied EventSetDescriptor
|
boolean |
connectionAllowed(java.lang.String eventName)
Returns true if, at this time, the object will accept a connection with
respect to the named event
|
void |
connectionNotification(java.lang.String eventName,
java.lang.Object source)
Notify this object that it has been registered as a listener with a source
with respect to the named event
|
void |
disconnectionNotification(java.lang.String eventName,
java.lang.Object source)
Notify this object that it has been deregistered as a listener with a
source with respect to the supplied event name
|
java.util.Enumeration<java.lang.String> |
enumerateRequests()
Return an enumeration of requests that can be made by the user
|
boolean |
eventGeneratable(java.beans.EventSetDescriptor esd)
Returns true, if at the current time, the event described by the supplied
event descriptor could be generated.
|
boolean |
eventGeneratable(java.lang.String eventName)
Returns true, if at the current time, the named event could be generated.
|
boolean |
getBlockOnLastFold()
Gets whether we are blocking on the last fold of the last run rather than
rejecting any further data until all processing has been completed.
|
Classifier |
getClassifier()
Get the currently trained classifier.
|
Classifier |
getClassifierTemplate()
Return the classifier template currently in use.
|
java.lang.String |
getCustomName()
Get the custom (descriptive) name for this bean (if one has been set)
|
int |
getExecutionSlots()
Get the number of execution slots (threads) used to train models.
|
java.lang.String |
getLoadClassifierFileName()
Get the name of the classifier to load at execution time.
|
boolean |
getResetIncrementalClassifier()
Get whether to reset (by calling buildClassifier()) an incremental
classifier, and thus discarding any previously learned model, before
processing the first instance in the incoming stream.
|
boolean |
getUpdateIncrementalClassifier()
Get whether an incremental classifier will be updated on the incoming
instance stream.
|
BeanVisual |
getVisual()
Gets the visual appearance of this wrapper bean
|
java.lang.Object |
getWrappedAlgorithm()
Returns the wrapped classifier
|
java.lang.String |
globalInfo()
Global info (if it exists) for the wrapped classifier
|
boolean |
hasIncomingBatchInstances()
Returns true if this classifier has an incoming connection that is a batch
set of instances
|
boolean |
hasIncomingStreamInstances()
Returns true if this classifier has an incoming connection that is an
instance stream
|
boolean |
isBusy()
Returns true if.
|
void |
loadModel() |
void |
performRequest(java.lang.String request)
Perform a particular request
|
void |
removeBatchClassifierListener(BatchClassifierListener cl)
Remove a batch classifier listener
|
void |
removeConfigurationListener(ConfigurationListener cl)
We don't have to keep track of configuration listeners (see the
documentation for ConfigurationListener/ConfigurationEvent).
|
void |
removeGraphListener(GraphListener cl)
Remove a graph listener
|
void |
removeIncrementalClassifierListener(IncrementalClassifierListener cl)
Remove an incremental classifier listener
|
void |
removeTextListener(TextListener cl)
Remove a text listener
|
void |
saveModel() |
void |
setBlockOnLastFold(boolean block)
Set whether to block on receiving the last fold of the last run rather than
rejecting any further data until all processing is complete.
|
void |
setClassifierTemplate(Classifier c)
Set the template classifier for this wrapper
|
void |
setCustomName(java.lang.String name)
Set a custom (descriptive) name for this bean
|
void |
setEnvironment(Environment env)
Set environment variables to pass on to the classifier (if if is an
EnvironmentHandler)
|
void |
setExecutionSlots(int slots)
Set the number of execution slots (threads) to use to train models with.
|
void |
setLoadClassifierFileName(java.lang.String filename)
Set the name of the classifier to load at execution time.
|
void |
setLog(Logger logger)
Set a logger
|
void |
setResetIncrementalClassifier(boolean reset)
Set whether to reset (by calling buildClassifier()) an incremental
classifier, and thus discarding any previously learned model, before
processing the first instance in the incoming stream.
|
void |
setUpdateIncrementalClassifier(boolean update)
Set whether an incremental classifier will be updated on the incoming
instance stream.
|
void |
setVisual(BeanVisual newVisual)
Sets the visual appearance of this wrapper bean
|
void |
setWrappedAlgorithm(java.lang.Object algorithm)
Sets the algorithm (classifier) for this bean
|
void |
stop()
Stop any classifier action
|
void |
useDefaultVisual()
Use the default visual appearance for this bean
|
getAccessibleContext, getUI, getUIClassID, setUI, updateUI
addAncestorListener, addNotify, addVetoableChangeListener, computeVisibleRect, contains, createToolTip, disable, enable, firePropertyChange, firePropertyChange, firePropertyChange, getActionForKeyStroke, getActionMap, getAlignmentX, getAlignmentY, getAncestorListeners, getAutoscrolls, getBaseline, getBaselineResizeBehavior, 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, hide, isDoubleBuffered, isLightweightComponent, isManagingFocus, isOpaque, isOptimizedDrawingEnabled, isPaintingForPrint, 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
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, transferFocusDownCycle, validate
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, 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, transferFocusBackward, transferFocusUpCycle
public static final java.lang.String FILE_EXTENSION
public java.lang.String globalInfo()
public void setCustomName(java.lang.String name)
setCustomName
in interface BeanCommon
name
- the name to usepublic java.lang.String getCustomName()
getCustomName
in interface BeanCommon
public int getExecutionSlots()
public void setExecutionSlots(int slots)
slots
- the number of execution slots to use.public void setBlockOnLastFold(boolean block)
block
- true if we should block on the last fold of the last run.public boolean getBlockOnLastFold()
public void setClassifierTemplate(Classifier c)
c
- a weka.classifiers.Classifier
valuepublic Classifier getClassifierTemplate()
public boolean hasIncomingStreamInstances()
public boolean hasIncomingBatchInstances()
boolean
valuepublic Classifier getClassifier()
weka.classifiers.Classifier
valuepublic void setWrappedAlgorithm(java.lang.Object algorithm)
setWrappedAlgorithm
in interface WekaWrapper
algorithm
- an Object
valuejava.lang.IllegalArgumentException
- if an error occurspublic java.lang.Object getWrappedAlgorithm()
getWrappedAlgorithm
in interface WekaWrapper
Object
valuepublic void setLoadClassifierFileName(java.lang.String filename)
filename
- the name of the file to load the model frompublic java.lang.String getLoadClassifierFileName()
public void setResetIncrementalClassifier(boolean reset)
reset
- true if the incremental classifier should be reset before
processing the first instance in the incoming data streampublic boolean getResetIncrementalClassifier()
public boolean getUpdateIncrementalClassifier()
public void setUpdateIncrementalClassifier(boolean update)
update
- true if an incremental classifier is to be updated.public void acceptInstance(InstanceEvent e)
acceptInstance
in interface InstanceListener
e
- an InstanceEvent
valuepublic void acceptTrainingSet(TrainingSetEvent e)
acceptTrainingSet
in interface TrainingSetListener
e
- a TrainingSetEvent
valuepublic void acceptTestSet(TestSetEvent e)
acceptTestSet
in interface TestSetListener
e
- a TestSetEvent
valuepublic void setVisual(BeanVisual newVisual)
public BeanVisual getVisual()
public void useDefaultVisual()
useDefaultVisual
in interface Visible
public void addBatchClassifierListener(BatchClassifierListener cl)
cl
- a BatchClassifierListener
valuepublic void removeBatchClassifierListener(BatchClassifierListener cl)
cl
- a BatchClassifierListener
valuepublic void addGraphListener(GraphListener cl)
cl
- a GraphListener
valuepublic void removeGraphListener(GraphListener cl)
cl
- a GraphListener
valuepublic void addTextListener(TextListener cl)
cl
- a TextListener
valuepublic void removeTextListener(TextListener cl)
cl
- a TextListener
valuepublic void addConfigurationListener(ConfigurationListener cl)
addConfigurationListener
in interface ConfigurationProducer
cl
- a ConfigurationListener.public void removeConfigurationListener(ConfigurationListener cl)
removeConfigurationListener
in interface ConfigurationProducer
cl
- a ConfigurationListener.public void addIncrementalClassifierListener(IncrementalClassifierListener cl)
cl
- an IncrementalClassifierListener
valuepublic void removeIncrementalClassifierListener(IncrementalClassifierListener cl)
cl
- an IncrementalClassifierListener
valuepublic boolean connectionAllowed(java.lang.String eventName)
connectionAllowed
in interface BeanCommon
eventName
- the eventpublic boolean connectionAllowed(java.beans.EventSetDescriptor esd)
connectionAllowed
in interface BeanCommon
esd
- the EventSetDescriptorpublic void connectionNotification(java.lang.String eventName, java.lang.Object source)
connectionNotification
in interface BeanCommon
eventName
- the eventsource
- the source with which this object has been registered as a
listenerpublic void disconnectionNotification(java.lang.String eventName, java.lang.Object source)
disconnectionNotification
in interface BeanCommon
eventName
- the eventsource
- the source with which this object has been registered as a
listenerpublic void stop()
stop
in interface BeanCommon
public void loadModel()
public void saveModel()
public void setLog(Logger logger)
setLog
in interface BeanCommon
logger
- a Logger
valuepublic java.util.Enumeration<java.lang.String> enumerateRequests()
enumerateRequests
in interface UserRequestAcceptor
Enumeration
valuepublic void performRequest(java.lang.String request)
performRequest
in interface UserRequestAcceptor
request
- the request to performjava.lang.IllegalArgumentException
- if an error occurspublic boolean eventGeneratable(java.beans.EventSetDescriptor esd)
esd
- an EventSetDescriptor
valueboolean
valuepublic boolean eventGeneratable(java.lang.String eventName)
eventGeneratable
in interface EventConstraints
eventName
- the name of the event in questionpublic boolean isBusy()
isBusy
in interface BeanCommon
public void setEnvironment(Environment env)
setEnvironment
in interface EnvironmentHandler
env
- the environment variables to
use