/*
* Encog(tm) Workbench v3.0
* http://www.heatonresearch.com/encog/
* http://code.google.com/p/encog-java/
* Copyright 2008-2011 Heaton Research, Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*
* For more information on Heaton Research copyrights, licenses
* and trademarks visit:
* http://www.heatonresearch.com/copyright
*/
package org.encog.workbench.tabs.query.general;
import java.awt.BorderLayout;
import java.awt.GridLayout;
import java.awt.event.ActionEvent;
import java.awt.event.ActionListener;
import java.awt.event.MouseEvent;
import javax.swing.JButton;
import javax.swing.JLabel;
import javax.swing.JPanel;
import javax.swing.JTable;
import org.encog.EncogError;
import org.encog.ml.MLClassification;
import org.encog.ml.data.basic.BasicMLData;
import org.encog.workbench.EncogWorkBench;
import org.encog.workbench.dialogs.error.ErrorDialog;
import org.encog.workbench.frames.document.tree.ProjectEGFile;
import org.encog.workbench.models.NetworkQueryModel;
import org.encog.workbench.tabs.EncogCommonTab;
public class ClassificationQueryTab extends EncogCommonTab implements ActionListener {
/**
*
*/
private static final long serialVersionUID = 1L;
private JTable inputTable;
private JTable outputTable;
private int inputCount;
private int outputCount;
private JButton calculateButton;
public ClassificationQueryTab(final ProjectEGFile data) {
super(data);
this.inputCount = getData().getInputCount();
this.outputCount = getData().getOutputCount();
// create the graphic objects
this.setSize(640, 480);
this.setLayout(new BorderLayout());
final JPanel body = new JPanel();
body.setLayout(new GridLayout(1, 2, 10, 10));
this.add(body, BorderLayout.CENTER);
final JPanel left = new JPanel();
final JPanel right = new JPanel();
body.add(left);
body.add(right);
left.setLayout(new BorderLayout());
right.setLayout(new BorderLayout());
left.add(new JLabel("Input"), BorderLayout.NORTH);
right.add(new JLabel("Output"), BorderLayout.NORTH);
left.add(this.inputTable = new JTable(new NetworkQueryModel(
this.inputCount, 2)), BorderLayout.CENTER);
right.add(this.outputTable = new JTable(new NetworkQueryModel(
1, 2)), BorderLayout.CENTER);
this.add(this.calculateButton = new JButton("Calculate"),
BorderLayout.SOUTH);
this.outputTable.setEnabled(false);
for (int i = 1; i <= this.inputCount; i++) {
this.inputTable.setValueAt("Input " + i + ":", i - 1, 0);
this.inputTable.setValueAt("0.0", i - 1, 1);
}
this.outputTable.setValueAt("Classification Output:", 0, 0);
this.outputTable.setValueAt("0.0", 0, 1);
this.calculateButton.addActionListener(this);
}
public void actionPerformed(final ActionEvent e) {
if (e.getSource() == this.calculateButton) {
try {
setDirty(true);
final BasicMLData input = new BasicMLData(
this.inputCount);
for (int i = 0; i < this.inputCount; i++) {
double value = 0;
final String str = (String) this.inputTable
.getValueAt(i, 1);
try {
value = Double.parseDouble(str);
} catch (final NumberFormatException e2) {
EncogWorkBench.displayError("Data Error",
"Please enter a valid input number.");
}
input.setData(i, value);
}
final int output = getData().classify(input);
this.outputTable.setValueAt(output, 0, 1);
} catch (EncogError ex) {
EncogWorkBench.displayError("Query Error", ex.getMessage());
} catch (Throwable t) {
ErrorDialog.handleError(t,
this.getEncogObject(), null);
}
}
}
public MLClassification getData() {
return (MLClassification) ((ProjectEGFile)getEncogObject()).getObject();
}
public void mouseClicked(final MouseEvent e) {
// TODO Auto-generated method stub
}
@Override
public String getName() {
return "Cls :" + this.getEncogObject().getName();
}
}