Java JFreeChart散点图在系列之间移动数据

Java JFreeChart散点图在系列之间移动数据,java,jfreechart,cluster-analysis,k-means,scatter-plot,Java,Jfreechart,Cluster Analysis,K Means,Scatter Plot,抱歉,如果这个问题有点不具体,但我对使用JFreeChart非常陌生,对它的理解一般。从本质上说,我试图创建一个应用程序,在随机生成点的散点图上一步一步地描述kMeans聚类算法。我想让程序通过使用颜色显示点属于哪些簇。当算法确定点属于不同的簇时,是否可能将点从一个数据集移动到另一个数据集?如果不是的话,我可以得到一个关于做这件事的更好方法的建议。谢谢 此示例从原始文件中删除N/2项,并在每次按下按钮时将其添加到移动中 import java.awt.BorderLayout; import j

抱歉,如果这个问题有点不具体,但我对使用JFreeChart非常陌生,对它的理解一般。从本质上说,我试图创建一个应用程序,在随机生成点的散点图上一步一步地描述kMeans聚类算法。我想让程序通过使用颜色显示点属于哪些簇。当算法确定点属于不同的簇时,是否可能将点从一个数据集移动到另一个数据集?如果不是的话,我可以得到一个关于做这件事的更好方法的建议。谢谢

此示例从原始文件中删除
N/2
项,并在每次按下按钮时将其添加到移动中

import java.awt.BorderLayout;
import java.awt.Color;
import java.awt.Dimension;
import java.awt.EventQueue;
import java.awt.event.ActionEvent;
import java.util.*;
import javax.swing.AbstractAction;
import javax.swing.JButton;
import javax.swing.JFrame;
import javax.swing.JPanel;
import org.jfree.chart.*;
import org.jfree.chart.axis.NumberAxis;
import org.jfree.chart.axis.NumberTickUnit;
import org.jfree.chart.plot.PlotOrientation;
import org.jfree.chart.plot.XYPlot;
import org.jfree.chart.renderer.xy.XYItemRenderer;
import org.jfree.data.xy.XYDataItem;
import org.jfree.data.xy.XYDataset;
import org.jfree.data.xy.XYSeries;
import org.jfree.data.xy.XYSeriesCollection;

/**
 * @see http://stackoverflow.com/a/13794076/230513
 * @see http://stackoverflow.com/questions/8430747
 * @see http://stackoverflow.com/questions/8048652
 * @see http://stackoverflow.com/questions/7231824
 * @see http://stackoverflow.com/questions/7205742
 * @see http://stackoverflow.com/questions/7208657
 * @see http://stackoverflow.com/questions/7071057
 * @see http://stackoverflow.com/questions/8736553
 */
public class ScatterAdd extends JFrame {

    private static final int N = 8;
    private static final int SIZE = 345;
    private static final String title = "Scatter Add Demo";
    private static final Random rand = new Random();
    private final XYSeries series = new XYSeries("Original");
    private final XYSeries added = new XYSeries("Moved");

    public ScatterAdd(String s) {
        super(s);
        final ChartPanel chartPanel = createDemoPanel();
        chartPanel.setPreferredSize(new Dimension(SIZE, SIZE));
        this.add(chartPanel, BorderLayout.CENTER);
        JPanel control = new JPanel();
        control.add(new JButton(new AbstractAction("Move") {

            @Override
            public void actionPerformed(ActionEvent e) {
                for (int i = 0; i < N / 2; i++) {
                    XYDataItem item = series.remove(0);
                    if (item != null) {
                        added.add(item);
                    }
                }
            }
        }));
        this.add(control, BorderLayout.SOUTH);
    }

    private ChartPanel createDemoPanel() {
        JFreeChart jfreechart = ChartFactory.createScatterPlot(
            title, "X", "Y", createSampleData(),
            PlotOrientation.VERTICAL, true, true, false);
        XYPlot xyPlot = (XYPlot) jfreechart.getPlot();
        xyPlot.setDomainCrosshairVisible(true);
        xyPlot.setRangeCrosshairVisible(true);
        XYItemRenderer renderer = xyPlot.getRenderer();
        renderer.setSeriesPaint(0, Color.blue);
        adjustAxis((NumberAxis) xyPlot.getDomainAxis(), true);
        adjustAxis((NumberAxis) xyPlot.getRangeAxis(), false);
        xyPlot.setBackgroundPaint(Color.white);
        return new ChartPanel(jfreechart);
    }

    private void adjustAxis(NumberAxis axis, boolean vertical) {
        axis.setRange(-3.0, 3.0);
        axis.setTickUnit(new NumberTickUnit(0.5));
        axis.setVerticalTickLabels(vertical);
    }

    private XYDataset createSampleData() {
        XYSeriesCollection xySeriesCollection = new XYSeriesCollection();
        for (int i = 0; i < N * N; i++) {
            series.add(rand.nextGaussian(), rand.nextGaussian());
        }
        xySeriesCollection.addSeries(series);
        xySeriesCollection.addSeries(added);
        return xySeriesCollection;
    }

    public static void main(String args[]) {
        EventQueue.invokeLater(new Runnable() {

            @Override
            public void run() {
                ScatterAdd demo = new ScatterAdd(title);
                demo.setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE);
                demo.pack();
                demo.setLocationRelativeTo(null);
                demo.setVisible(true);
            }
        });
    }
}

导入java.awt.BorderLayout;
导入java.awt.Color;
导入java.awt.Dimension;
导入java.awt.EventQueue;
导入java.awt.event.ActionEvent;
导入java.util.*;
导入javax.swing.AbstractAction;
导入javax.swing.JButton;
导入javax.swing.JFrame;
导入javax.swing.JPanel;
导入org.jfree.chart.*;
导入org.jfree.chart.axis.NumberAxis;
导入org.jfree.chart.axis.NumberTickUnit;
导入org.jfree.chart.plot.PlotOrientation;
导入org.jfree.chart.plot.XYPlot;
导入org.jfree.chart.renderer.xy.XYItemRenderer;
导入org.jfree.data.xy.XYDataItem;
导入org.jfree.data.xy.XYDataset;
导入org.jfree.data.xy.XYSeries;
导入org.jfree.data.xy.XYSeriesCollection;
/**
*@见http://stackoverflow.com/a/13794076/230513
*@见http://stackoverflow.com/questions/8430747
*@见http://stackoverflow.com/questions/8048652
*@见http://stackoverflow.com/questions/7231824
*@见http://stackoverflow.com/questions/7205742
*@见http://stackoverflow.com/questions/7208657
*@见http://stackoverflow.com/questions/7071057
*@见http://stackoverflow.com/questions/8736553
*/
公共类ScatterAdd扩展JFrame{
专用静态最终整数N=8;
私有静态最终整数大小=345;
私有静态最终字符串title=“散布添加演示”;
私有静态最终随机兰德=新随机();
私有最终XYSeries=新XYSeries(“原始”);
添加的专用最终XYSeries=新XYSeries(“移动”);
公共散点添加(字符串s){
超级(s);
最终ChartPanel ChartPanel=createDemoPanel();
chartPanel.setPreferredSize(新尺寸(尺寸,尺寸));
添加(chartPanel,BorderLayout.CENTER);
JPanel控件=新的JPanel();
添加(新的JButton(新的抽象操作(“移动”){
@凌驾
已执行的公共无效操作(操作事件e){
对于(int i=0;i