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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 .
*/
/*
* ClassAssignerStepEditorDialog.java
* Copyright (C) 2015 University of Waikato, Hamilton, New Zealand
*
*/
package weka.gui.knowledgeflow.steps;
import weka.core.Attribute;
import weka.core.Instances;
import weka.core.WekaException;
import weka.gui.knowledgeflow.GOEStepEditorDialog;
import weka.knowledgeflow.StepManager;
import weka.knowledgeflow.steps.ClassAssigner;
import weka.knowledgeflow.steps.Step;
import javax.swing.*;
import java.awt.*;
/**
* Step editor dialog for the ClassAssigner step
*
* @author Mark Hall (mhall{[at]}pentaho{[dot]}com)
* @version $Revision: $
*/
public class ClassAssignerStepEditorDialog extends GOEStepEditorDialog {
private static final long serialVersionUID = 3105898651212196539L;
/** Combo box for selecting the class attribute */
protected JComboBox m_classCombo = new JComboBox();
/**
* Set the step being edited
*
* @param step the step to edit
*/
@Override
public void setStepToEdit(Step step) {
copyOriginal(step);
Instances incomingStructure = null;
try {
incomingStructure =
step.getStepManager().getIncomingStructureForConnectionType(
StepManager.CON_DATASET, m_env);
if (incomingStructure == null) {
incomingStructure =
step.getStepManager().getIncomingStructureForConnectionType(
StepManager.CON_TRAININGSET, m_env);
}
if (incomingStructure == null) {
incomingStructure =
step.getStepManager().getIncomingStructureForConnectionType(
StepManager.CON_TESTSET, m_env);
}
if (incomingStructure == null) {
incomingStructure =
step.getStepManager().getIncomingStructureForConnectionType(
StepManager.CON_INSTANCE, m_env);
}
} catch (WekaException ex) {
showErrorDialog(ex);
}
if (incomingStructure != null) {
m_classCombo.setEditable(true);
for (int i = 0; i < incomingStructure.numAttributes(); i++) {
Attribute a = incomingStructure.attribute(i);
String attN = "(" + Attribute.typeToStringShort(a) + ") " + a.name();
m_classCombo.addItem(attN);
}
setComboToClass(incomingStructure);
JPanel p = new JPanel(new BorderLayout());
p.setBorder(BorderFactory.createTitledBorder("Choose class attribute"));
p.add(m_classCombo, BorderLayout.NORTH);
createAboutPanel(step);
add(p, BorderLayout.CENTER);
} else {
m_classCombo = null;
super.setStepToEdit(step);
}
}
/**
* Populate the class combo box using the supplied instances structure
*
* @param incomingStructure the instances structure to use
*/
protected void setComboToClass(Instances incomingStructure) {
String stepC = ((ClassAssigner) getStepToEdit()).getClassColumn();
if (stepC != null && stepC.length() > 0) {
if (stepC.equalsIgnoreCase("/first")) {
m_classCombo.setSelectedIndex(0);
} else if (stepC.equalsIgnoreCase("/last")) {
m_classCombo.setSelectedIndex(m_classCombo.getItemCount() - 1);
} else {
Attribute a = incomingStructure.attribute(stepC);
if (a != null) {
String attN = "(" + Attribute.typeToStringShort(a) + ") " + a.name();
m_classCombo.setSelectedItem(attN);
} else {
// try and parse as a number
try {
int num = Integer.parseInt(stepC);
num--;
if (num >= 0 && num < incomingStructure.numAttributes()) {
m_classCombo.setSelectedIndex(num);
}
} catch (NumberFormatException e) {
// just set the value as is
m_classCombo.setSelectedItem(stepC);
}
}
}
}
}
/**
* Called when the OK button is pressed
*/
@Override
public void okPressed() {
if (m_classCombo != null) {
String selected = m_classCombo.getSelectedItem().toString();
selected =
selected.substring(selected.indexOf(')') + 1, selected.length()).trim();
((ClassAssigner) getStepToEdit()).setClassColumn(selected);
}
}
}
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