📄 regressiondemo1.java
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package demo;
import java.awt.BorderLayout;
import java.awt.Color;
import java.awt.Container;
import javax.swing.JPanel;
import javax.swing.JTabbedPane;
import org.jfree.chart.ChartPanel;
import org.jfree.chart.ChartUtilities;
import org.jfree.chart.JFreeChart;
import org.jfree.chart.axis.NumberAxis;
import org.jfree.chart.plot.XYPlot;
import org.jfree.chart.renderer.xy.XYLineAndShapeRenderer;
import org.jfree.data.function.LineFunction2D;
import org.jfree.data.function.PowerFunction2D;
import org.jfree.data.general.DatasetUtilities;
import org.jfree.data.statistics.Regression;
import org.jfree.data.xy.XYDataset;
import org.jfree.data.xy.XYSeries;
import org.jfree.data.xy.XYSeriesCollection;
import org.jfree.ui.ApplicationFrame;
import org.jfree.ui.RefineryUtilities;
public class RegressionDemo1 extends ApplicationFrame
{
public RegressionDemo1(String paramString)
{
super(paramString);
JPanel localJPanel = createDemoPanel();
getContentPane().add(localJPanel);
}
public static JPanel createDemoPanel()
{
return new MyDemoPanel();
}
public static void main(String[] paramArrayOfString)
{
RegressionDemo1 localRegressionDemo1 = new RegressionDemo1("JFreeChart: Regression Demo 1");
localRegressionDemo1.pack();
RefineryUtilities.centerFrameOnScreen(localRegressionDemo1);
localRegressionDemo1.setVisible(true);
}
static class MyDemoPanel extends DemoPanel
{
private XYDataset data1;
public MyDemoPanel()
{
super(new BorderLayout());
this.data1 = createSampleData1();
add(createContent());
}
private XYDataset createSampleData1()
{
XYSeries localXYSeries = new XYSeries("Series 1");
localXYSeries.add(2.0D, 56.270000000000003D);
localXYSeries.add(3.0D, 41.32D);
localXYSeries.add(4.0D, 31.449999999999999D);
localXYSeries.add(5.0D, 30.050000000000001D);
localXYSeries.add(6.0D, 24.690000000000001D);
localXYSeries.add(7.0D, 19.780000000000001D);
localXYSeries.add(8.0D, 20.940000000000001D);
localXYSeries.add(9.0D, 16.73D);
localXYSeries.add(10.0D, 14.210000000000001D);
localXYSeries.add(11.0D, 12.44D);
XYSeriesCollection localXYSeriesCollection = new XYSeriesCollection(localXYSeries);
return localXYSeriesCollection;
}
private JTabbedPane createContent()
{
JTabbedPane localJTabbedPane = new JTabbedPane();
localJTabbedPane.add("Linear", createChartPanel1());
localJTabbedPane.add("Power", createChartPanel2());
return localJTabbedPane;
}
private ChartPanel createChartPanel1()
{
NumberAxis localNumberAxis1 = new NumberAxis("X");
localNumberAxis1.setAutoRangeIncludesZero(false);
NumberAxis localNumberAxis2 = new NumberAxis("Y");
localNumberAxis2.setAutoRangeIncludesZero(false);
XYLineAndShapeRenderer localXYLineAndShapeRenderer1 = new XYLineAndShapeRenderer(false, true);
XYPlot localXYPlot = new XYPlot(this.data1, localNumberAxis1, localNumberAxis2, localXYLineAndShapeRenderer1);
double[] arrayOfDouble = Regression.getOLSRegression(this.data1, 0);
LineFunction2D localLineFunction2D = new LineFunction2D(arrayOfDouble[0], arrayOfDouble[1]);
XYDataset localXYDataset = DatasetUtilities.sampleFunction2D(localLineFunction2D, 2.0D, 11.0D, 100, "Fitted Regression Line");
localXYPlot.setDataset(1, localXYDataset);
XYLineAndShapeRenderer localXYLineAndShapeRenderer2 = new XYLineAndShapeRenderer(true, false);
localXYLineAndShapeRenderer2.setSeriesPaint(0, Color.blue);
localXYPlot.setRenderer(1, localXYLineAndShapeRenderer2);
JFreeChart localJFreeChart = new JFreeChart("Linear Regression", JFreeChart.DEFAULT_TITLE_FONT, localXYPlot, true);
ChartUtilities.applyCurrentTheme(localJFreeChart);
addChart(localJFreeChart);
ChartPanel localChartPanel = new ChartPanel(localJFreeChart, false);
return localChartPanel;
}
private ChartPanel createChartPanel2()
{
NumberAxis localNumberAxis1 = new NumberAxis("X");
localNumberAxis1.setAutoRangeIncludesZero(false);
NumberAxis localNumberAxis2 = new NumberAxis("Y");
localNumberAxis2.setAutoRangeIncludesZero(false);
XYLineAndShapeRenderer localXYLineAndShapeRenderer1 = new XYLineAndShapeRenderer(false, true);
XYPlot localXYPlot = new XYPlot(this.data1, localNumberAxis1, localNumberAxis2, localXYLineAndShapeRenderer1);
double[] arrayOfDouble = Regression.getPowerRegression(this.data1, 0);
PowerFunction2D localPowerFunction2D = new PowerFunction2D(arrayOfDouble[0], arrayOfDouble[1]);
XYDataset localXYDataset = DatasetUtilities.sampleFunction2D(localPowerFunction2D, 2.0D, 11.0D, 100, "Fitted Regression Line");
XYLineAndShapeRenderer localXYLineAndShapeRenderer2 = new XYLineAndShapeRenderer(true, false);
localXYLineAndShapeRenderer2.setSeriesPaint(0, Color.blue);
localXYPlot.setDataset(1, localXYDataset);
localXYPlot.setRenderer(1, localXYLineAndShapeRenderer2);
JFreeChart localJFreeChart = new JFreeChart("Power Regression", JFreeChart.DEFAULT_TITLE_FONT, localXYPlot, true);
ChartUtilities.applyCurrentTheme(localJFreeChart);
addChart(localJFreeChart);
ChartPanel localChartPanel = new ChartPanel(localJFreeChart, false);
return localChartPanel;
}
}
}
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