minorpro.MinorPro.java Source code

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Here is the source code for minorpro.MinorPro.java

Source

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package minorpro;

import java.awt.*;
import java.io.*;
//import javax.swing.JFileChooser;
import weka.core.Instances;

public class MinorPro {
    public static Instances getDataset(String title) throws Exception {
        Frame ab = null;
        FileDialog fd = new FileDialog(ab, title, FileDialog.LOAD);
        fd.setVisible(true);
        String fname = fd.getDirectory() + fd.getFile();
        fd.dispose();
        File f1 = new File(fname);
        Instances dataset = new Instances(new BufferedReader(new FileReader(f1)));
        dataset.setClassIndex(dataset.numAttributes() - 1);
        return dataset;
    }

    public static void main(String[] args) {
        try {
            Instances trainset = getDataset("Select training set");
            Instances testset = getDataset("Select testing set");
            wknn test = new wknn(trainset, testset, 5);
            test.printAll();
        } catch (Exception ex) {
            System.out.println("Exception caught: " + ex.toString());
        }
    }

}