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The Waikato Environment for Knowledge Analysis (WEKA), a machine
learning workbench. This version represents the developer version, the
"bleeding edge" of development, you could say. New functionality gets added
to this version.
/*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see .
*/
/*
* ClassifierPerformanceEvaluatorStepEditorDialog.java
* Copyright (C) 2015 University of Waikato, Hamilton, New Zealand
*
*/
package weka.gui.knowledgeflow.steps;
import weka.classifiers.CostMatrix;
import weka.gui.CostMatrixEditor;
import weka.gui.EvaluationMetricSelectionDialog;
import weka.gui.PropertyDialog;
import weka.gui.knowledgeflow.GOEStepEditorDialog;
import weka.knowledgeflow.steps.ClassifierPerformanceEvaluator;
import weka.knowledgeflow.steps.Step;
import javax.swing.JButton;
import javax.swing.JCheckBox;
import javax.swing.JPanel;
import java.awt.BorderLayout;
import java.awt.event.ActionEvent;
import java.awt.event.ActionListener;
import java.util.ArrayList;
import java.util.List;
/**
* GUI step editor dialog for the ClassifierPerformanceEvaluator step
*
* @author Mark Hall (mhall{[at]}pentaho{[dot]}com)
* @version $Revision: $
*/
public class ClassifierPerformanceEvaluatorStepEditorDialog extends
GOEStepEditorDialog {
private static final long serialVersionUID = -4459460141076392499L;
/** Button for popping up the evaluation metrics selector dialog */
protected JButton m_showEvalDialog = new JButton("Evaluation metrics...");
/** Checkbox for selecting cost-sensitive evaluation */
protected JCheckBox m_useCosts = new JCheckBox("Cost-sensitive evaluation");
/** Button for popping up cost editor */
protected JButton m_setCostMatrix = new JButton("Set...");
/** The cost matrix editor for evaluation costs. */
protected CostMatrixEditor m_CostMatrixEditor = new CostMatrixEditor();
/** The frame used to show the cost matrix editing panel. */
protected PropertyDialog m_SetCostsFrame;
/** Holds selected evaluation metrics */
protected List m_evaluationMetrics = new ArrayList();
/**
* Constructor
*/
public ClassifierPerformanceEvaluatorStepEditorDialog() {
super();
}
/**
* Set the step to edit
*
* @param step the step to edit
*/
@Override
public void setStepToEdit(Step step) {
copyOriginal(step);
m_CostMatrixEditor.setValue(new CostMatrix(1));
if (((ClassifierPerformanceEvaluator) getStepToEdit())
.getEvaluateWithRespectToCosts()) {
String costString =
((ClassifierPerformanceEvaluator) getStepToEdit())
.getCostMatrixString();
if (costString != null && costString.length() > 0) {
try {
CostMatrix cm = CostMatrix.parseMatlab(costString);
m_CostMatrixEditor.setValue(cm);
} catch (Exception e) {
showErrorDialog(e);
}
}
}
addPrimaryEditorPanel(BorderLayout.NORTH);
JPanel p = new JPanel(new BorderLayout());
p.add(m_showEvalDialog, BorderLayout.NORTH);
m_primaryEditorHolder.add(p, BorderLayout.CENTER);
add(m_editorHolder, BorderLayout.NORTH);
JPanel costP = new JPanel();
costP.add(m_useCosts);
costP.add(m_setCostMatrix);
m_useCosts.setSelected(((ClassifierPerformanceEvaluator) getStepToEdit())
.getEvaluateWithRespectToCosts());
m_setCostMatrix
.setEnabled(((ClassifierPerformanceEvaluator) getStepToEdit())
.getEvaluateWithRespectToCosts());
p.add(costP, BorderLayout.SOUTH);
String evalM =
((ClassifierPerformanceEvaluator) step).getEvaluationMetricsToOutput();
if (evalM != null && evalM.length() > 0) {
String[] parts = evalM.split(",");
for (String s : parts) {
m_evaluationMetrics.add(s.trim());
}
}
m_showEvalDialog.addActionListener(new ActionListener() {
@Override
public void actionPerformed(ActionEvent e) {
EvaluationMetricSelectionDialog esd =
new EvaluationMetricSelectionDialog(m_parent, m_evaluationMetrics);
esd.setLocation(m_showEvalDialog.getLocationOnScreen());
esd.pack();
esd.setVisible(true);
m_evaluationMetrics = esd.getSelectedEvalMetrics();
}
});
m_useCosts.addActionListener(new ActionListener() {
@Override
public void actionPerformed(ActionEvent e) {
m_setCostMatrix.setEnabled(m_useCosts.isSelected());
if (m_SetCostsFrame != null && !m_useCosts.isSelected()) {
m_SetCostsFrame.setVisible(false);
}
}
});
m_setCostMatrix.addActionListener(new ActionListener() {
@Override
public void actionPerformed(ActionEvent e) {
m_setCostMatrix.setEnabled(false);
if (m_SetCostsFrame == null) {
if (PropertyDialog
.getParentDialog(ClassifierPerformanceEvaluatorStepEditorDialog.this) != null) {
m_SetCostsFrame =
new PropertyDialog(
PropertyDialog
.getParentDialog(ClassifierPerformanceEvaluatorStepEditorDialog.this),
m_CostMatrixEditor, -1, -1);
} else {
m_SetCostsFrame =
new PropertyDialog(
PropertyDialog
.getParentFrame(ClassifierPerformanceEvaluatorStepEditorDialog.this),
m_CostMatrixEditor, -1, -1);
}
m_SetCostsFrame.setTitle("Cost Matrix Editor");
// pd.setSize(250,150);
m_SetCostsFrame.addWindowListener(new java.awt.event.WindowAdapter() {
@Override
public void windowClosing(java.awt.event.WindowEvent p) {
m_setCostMatrix.setEnabled(m_useCosts.isSelected());
if ((m_SetCostsFrame != null) && !m_useCosts.isSelected()) {
m_SetCostsFrame.setVisible(false);
}
}
});
}
m_SetCostsFrame.setVisible(true);
}
});
}
/**
* Called when the OK button is pressed
*/
@Override
protected void okPressed() {
StringBuilder b = new StringBuilder();
for (String s : m_evaluationMetrics) {
b.append(s).append(",");
}
String newList = b.substring(0, b.length() - 1);
((ClassifierPerformanceEvaluator) getStepToEdit())
.setEvaluationMetricsToOutput(newList);
((ClassifierPerformanceEvaluator) getStepToEdit())
.setEvaluateWithRespectToCosts(m_useCosts.isSelected());
if (m_useCosts.isSelected()) {
CostMatrix m = (CostMatrix) m_CostMatrixEditor.getValue();
((ClassifierPerformanceEvaluator) getStepToEdit()).setCostMatrixString(m
.toMatlab());
}
}
}
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