classifierpanel.html

< 数据挖掘--实用机器学习技术及java实现> 一书结合数据挖掘和机器学习的知识,作者陈述了自动挖掘模式的基础理论,并且以java语言实现了具有代表性的各类数据挖掘方法.例如:class

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Pops up a VisualizePanel for visualizing the data and errors for
 the classifier from the currently selected item in the results list</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected &nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/gui/explorer/ClassifierPanel.html#visualizeTree(java.lang.String, java.lang.String)">visualizeTree</A></B>(java.lang.String&nbsp;dottyString,
              java.lang.String&nbsp;treeName)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Pops up a TreeVisualizer for the classifier from the currently
 selected item in the results list</TD>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_javax.swing.JPanel"><!-- --></A>
<TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TD><B>Methods inherited from class javax.swing.JPanel</B></TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE>getAccessibleContext, getUIClassID, paramString, updateUI</CODE></TD>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_javax.swing.JComponent"><!-- --></A>
<TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TD><B>Methods inherited from class javax.swing.JComponent</B></TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE>addAncestorListener, addNotify, addPropertyChangeListener, addPropertyChangeListener, addVetoableChangeListener, computeVisibleRect, contains, createToolTip, disable, enable, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, fireVetoableChange, getActionForKeyStroke, getActionMap, getAlignmentX, getAlignmentY, getAutoscrolls, getBorder, getBounds, getClientProperty, getComponentGraphics, getConditionForKeyStroke, getDebugGraphicsOptions, getGraphics, getHeight, getInputMap, getInputMap, getInputVerifier, getInsets, getInsets, getListeners, getLocation, getMaximumSize, getMinimumSize, getNextFocusableComponent, getPreferredSize, getRegisteredKeyStrokes, getRootPane, getSize, getToolTipLocation, getToolTipText, getToolTipText, getTopLevelAncestor, getVerifyInputWhenFocusTarget, getVisibleRect, getWidth, getX, getY, grabFocus, hasFocus, hide, isDoubleBuffered, isFocusCycleRoot, isFocusTraversable, isLightweightComponent, isManagingFocus, isMaximumSizeSet, isMinimumSizeSet, isOpaque, isOptimizedDrawingEnabled, isPaintingTile, isPreferredSizeSet, isRequestFocusEnabled, isValidateRoot, paint, paintBorder, paintChildren, paintComponent, paintImmediately, paintImmediately, print, printAll, printBorder, printChildren, printComponent, processComponentKeyEvent, processFocusEvent, processKeyBinding, processKeyEvent, processMouseMotionEvent, putClientProperty, registerKeyboardAction, registerKeyboardAction, removeAncestorListener, removeNotify, removePropertyChangeListener, removePropertyChangeListener, removeVetoableChangeListener, repaint, repaint, requestDefaultFocus, requestFocus, resetKeyboardActions, reshape, revalidate, scrollRectToVisible, setActionMap, setAlignmentX, setAlignmentY, setAutoscrolls, setBackground, setBorder, setDebugGraphicsOptions, setDoubleBuffered, setEnabled, setFont, setForeground, setInputMap, setInputVerifier, setMaximumSize, setMinimumSize, setNextFocusableComponent, setOpaque, setPreferredSize, setRequestFocusEnabled, setToolTipText, setUI, setVerifyInputWhenFocusTarget, setVisible, unregisterKeyboardAction, update</CODE></TD>
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&nbsp;<A NAME="methods_inherited_from_class_java.awt.Container"><!-- --></A>
<TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TD><B>Methods inherited from class java.awt.Container</B></TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE>add, add, add, add, add, addContainerListener, addImpl, countComponents, deliverEvent, doLayout, findComponentAt, findComponentAt, getComponent, getComponentAt, getComponentAt, getComponentCount, getComponents, getLayout, insets, invalidate, isAncestorOf, layout, list, list, locate, minimumSize, paintComponents, preferredSize, printComponents, processContainerEvent, processEvent, remove, remove, removeAll, removeContainerListener, setLayout, validate, validateTree</CODE></TD>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_java.awt.Component"><!-- --></A>
<TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TD><B>Methods inherited from class java.awt.Component</B></TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE>action, add, addComponentListener, addFocusListener, addHierarchyBoundsListener, addHierarchyListener, addInputMethodListener, addKeyListener, addMouseListener, addMouseMotionListener, bounds, checkImage, checkImage, coalesceEvents, contains, createImage, createImage, disableEvents, dispatchEvent, enable, enableEvents, enableInputMethods, getBackground, getBounds, getColorModel, getComponentOrientation, getCursor, getDropTarget, getFont, getFontMetrics, getForeground, getGraphicsConfiguration, getInputContext, getInputMethodRequests, getLocale, getLocation, getLocationOnScreen, getName, getParent, getPeer, getSize, getToolkit, getTreeLock, gotFocus, handleEvent, imageUpdate, inside, isDisplayable, isEnabled, isLightweight, isShowing, isValid, isVisible, keyDown, keyUp, list, list, list, location, lostFocus, mouseDown, mouseDrag, mouseEnter, mouseExit, mouseMove, mouseUp, move, nextFocus, paintAll, postEvent, prepareImage, prepareImage, processComponentEvent, processHierarchyBoundsEvent, processHierarchyEvent, processInputMethodEvent, processMouseEvent, remove, removeComponentListener, removeFocusListener, removeHierarchyBoundsListener, removeHierarchyListener, removeInputMethodListener, removeKeyListener, removeMouseListener, removeMouseMotionListener, repaint, repaint, repaint, resize, resize, setBounds, setBounds, setComponentOrientation, setCursor, setDropTarget, setLocale, setLocation, setLocation, setName, setSize, setSize, show, show, size, toString, transferFocus</CODE></TD>
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</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_java.lang.Object"><!-- --></A>
<TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TD><B>Methods inherited from class java.lang.Object</B></TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE>clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait</CODE></TD>
</TR>
</TABLE>
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<P>

<!-- ============ FIELD DETAIL =========== -->

<A NAME="field_detail"><!-- --></A>
<TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TD COLSPAN=1><FONT SIZE="+2">
<B>Field Detail</B></FONT></TD>
</TR>
</TABLE>

<A NAME="m_ClassifierEditor"><!-- --></A><H3>
m_ClassifierEditor</H3>
<PRE>
protected <A HREF="../../../weka/gui/GenericObjectEditor.html">GenericObjectEditor</A> <B>m_ClassifierEditor</B></PRE>
<DL>
<DD>Lets the user configure the classifier</DL>
<HR>

<A NAME="m_CEPanel"><!-- --></A><H3>
m_CEPanel</H3>
<PRE>
protected <A HREF="../../../weka/gui/PropertyPanel.html">PropertyPanel</A> <B>m_CEPanel</B></PRE>
<DL>
<DD>The panel showing the current classifier selection</DL>
<HR>

<A NAME="m_OutText"><!-- --></A><H3>
m_OutText</H3>
<PRE>
protected javax.swing.JTextArea <B>m_OutText</B></PRE>
<DL>
<DD>The output area for classification results</DL>
<HR>

<A NAME="m_Log"><!-- --></A><H3>
m_Log</H3>
<PRE>
protected <A HREF="../../../weka/gui/Logger.html">Logger</A> <B>m_Log</B></PRE>
<DL>
<DD>The destination for log/status messages</DL>
<HR>

<A NAME="m_History"><!-- --></A><H3>
m_History</H3>
<PRE>
protected <A HREF="../../../weka/gui/ResultHistoryPanel.html">ResultHistoryPanel</A> <B>m_History</B></PRE>
<DL>
<DD>A panel controlling results viewing</DL>
<HR>

<A NAME="m_ClassCombo"><!-- --></A><H3>
m_ClassCombo</H3>
<PRE>
protected javax.swing.JComboBox <B>m_ClassCombo</B></PRE>
<DL>
<DD>Lets the user select the class column</DL>
<HR>

<A NAME="m_CVBut"><!-- --></A><H3>
m_CVBut</H3>
<PRE>
protected javax.swing.JRadioButton <B>m_CVBut</B></PRE>
<DL>
<DD>Click to set test mode to cross-validation</DL>
<HR>

<A NAME="m_PercentBut"><!-- --></A><H3>
m_PercentBut</H3>
<PRE>
protected javax.swing.JRadioButton <B>m_PercentBut</B></PRE>
<DL>
<DD>Click to set test mode to generate a % split</DL>
<HR>

<A NAME="m_TrainBut"><!-- --></A><H3>
m_TrainBut</H3>
<PRE>
protected javax.swing.JRadioButton <B>m_TrainBut</B></PRE>
<DL>
<DD>Click to set test mode to test on training data</DL>
<HR>

<A NAME="m_TestSplitBut"><!-- --></A><H3>
m_TestSplitBut</H3>
<PRE>
protected javax.swing.JRadioButton <B>m_TestSplitBut</B></PRE>
<DL>
<DD>Click to set test mode to a user-specified test set</DL>
<HR>

<A NAME="m_StorePredictionsBut"><!-- --></A><H3>
m_StorePredictionsBut</H3>
<PRE>
protected javax.swing.JCheckBox <B>m_StorePredictionsBut</B></PRE>
<DL>
<DD>Check to save the predictions in the results list for visualizing
later on</DL>
<HR>

<A NAME="m_OutputModelBut"><!-- --></A><H3>
m_OutputModelBut</H3>
<PRE>
protected javax.swing.JCheckBox <B>m_OutputModelBut</B></PRE>
<DL>
<DD>Check to output the model built from the training data</DL>
<HR>

<A NAME="m_OutputPerClassBut"><!-- --></A><H3>
m_OutputPerClassBut</H3>
<PRE>
protected javax.swing.JCheckBox <B>m_OutputPerClassBut</B></PRE>
<DL>
<DD>Check to output true/false positives, precision/recall for each class</DL>
<HR>

<A NAME="m_OutputConfusionBut"><!-- --></A><H3>
m_OutputConfusionBut</H3>
<PRE>
protected javax.swing.JCheckBox <B>m_OutputConfusionBut</B></PRE>
<DL>
<DD>Check to output a confusion matrix</DL>
<HR>

<A NAME="m_OutputEntropyBut"><!-- --></A><H3>
m_OutputEntropyBut</H3>
<PRE>
protected javax.swing.JCheckBox <B>m_OutputEntropyBut</B></PRE>
<DL>
<DD>Check to output entropy statistics</DL>
<HR>

<A NAME="m_EvalWRTCostsBut"><!-- --></A><H3>
m_EvalWRTCostsBut</H3>
<PRE>
protected javax.swing.JCheckBox <B>m_EvalWRTCostsBut</B></PRE>
<DL>
<DD>Check to evaluate w.r.t a cost matrix</DL>
<HR>

<A NAME="m_SetCostsBut"><!-- --></A><H3>
m_SetCostsBut</H3>
<PRE>
protected javax.swing.JButton <B>m_SetCostsBut</B></PRE>
<DL>
</DL>
<HR>

<A NAME="m_CVSettingsBut"><!-- --></A><H3>
m_CVSettingsBut</H3>
<PRE>
protected javax.swing.JButton <B>m_CVSettingsBut</B></PRE>
<DL>
<DD>Click to set the settings for cross-validation</DL>
<HR>

<A NAME="m_RunInParallelBut"><!-- --></A><H3>
m_RunInParallelBut</H3>
<PRE>
protected javax.swing.JCheckBox <B>m_RunInParallelBut</B></PRE>
<DL>
<DD>Check to have the cross-validation step run in parallel</DL>
<HR>

<A NAME="m_ParallelConfigBut"><!-- --></A><H3>
m_ParallelConfigBut</H3>
<PRE>
protected javax.swing.JButton <B>m_ParallelConfigBut</B></PRE>
<DL>
<DD>Click to edit the settings of running cross-validation in parallel</DL>
<HR>

<A NAME="m_PortLab"><!-- --></A><H3>
m_PortLab</H3>
<PRE>
protected javax.swing.JLabel <B>m_PortLab</B></PRE>
<DL>
<DD>Label by where the port number is entered</DL>
<HR>

<A NAME="m_PortText"><!-- --></A><H3>
m_PortText</H3>
<PRE>
protected javax.swing.JTextField <B>m_PortText</B></PRE>
<DL>
<DD>TextField where the port number is entered</DL>
<HR>

<A NAME="m_AddressesArea"><!-- --></A><H3>
m_AddressesArea</H3>
<PRE>
protected javax.swing.JTextArea <B>m_AddressesArea</B></PRE>
<DL>
<DD>Area where all the computers to connect to during parallel
 cross validation are entered</DL>
<HR>

<A NAME="m_CVLab"><!-- --></A><H3>
m_CVLab</H3>
<PRE>
protected javax.swing.JLabel <B>m_CVLab</B></PRE>
<DL>
<DD>Label by where the cv folds are entered</DL>
<HR>

<A NAME="m_CVText"><!-- --></A><H3>
m_CVText</H3>
<PRE>
protected javax.swing.JTextField <B>m_CVText</B></PRE>
<DL>
<DD>The field where the cv folds are entered</DL>
<HR>

<A NAME="m_PercentLab"><!-- --></A><H3>
m_PercentLab</H3>
<PRE>
protected javax.swing.JLabel <B>m_PercentLab</B></PRE>
<DL>
<DD>Label by where the % split is entered</DL>
<HR>

<A NAME="m_PercentText"><!-- --></A><H3>
m_PercentText</H3>
<PRE>
protected javax.swing.JTextField <B>m_PercentText</B></PRE>
<DL>
<DD>The field where the % split is entered</DL>
<HR>

<A NAME="m_SetTestBut"><!-- --></A><H3>
m_SetTestBut</H3>
<PRE>
protected javax.swing.JButton <B>m_SetTestBut</B></PRE>
<DL>
<DD>The button used to open a separate test dataset</DL>
<HR>

<A NAME="m_SetTestFrame"><!-- --></A><H3>
m_SetTestFrame</H3>
<PRE>
protected javax.swing.JFrame <B>m_SetTestFrame</B></PRE>
<DL>
<DD>The frame used to show the test set selection panel</DL>
<HR>

<A NAME="m_SetCostsFrame"><!-- --></A><H3>
m_SetCostsFrame</H3>
<PRE>
protected <A HREF="../../../weka/gui/PropertyDialog.html">PropertyDialog</A> <B>m_SetCostsFrame</B></PRE>
<DL>
<DD>The frame used to show the cost matrix editing panel</DL>
<HR>

<A NAME="m_StartBut"><!-- --></A><H3>
m_StartBut</H3>
<PRE>
protected javax.swing.JButton <B>m_StartBut</B></PRE>
<DL>
<DD>Click to start running the classifier</DL>
<HR>

<A NAME="m_StopBut"><!-- --></A><H3>
m_StopBut</H3>
<PRE>
protected javax.swing.JButton <B>m_StopBut</B></PRE>
<DL>
<DD>Click to stop a running classifier</DL>
<HR>

<A NAME="m_CostMatrixEditor"><!-- --></A><H3>
m_CostMatrixEditor</H3>
<PRE>
protected <A HREF="../../../weka/gui/CostMatrixEditor.html">CostMatrixEditor</A> <B>m_CostMatrixEditor</B></PRE>
<DL>
<DD>The cost matrix editor for evaluation costs</DL>
<HR>