AdaBoostTest.java

package func.test;

import shared.DataSet;
import shared.Instance;
import func.AdaBoostClassifier;
import func.DecisionStumpClassifier;

/**
 * Test the class
 * @author Andrew Guillory gtg008g@mail.gatech.edu
 * @version 1.0
 */
public class AdaBoostTest {
    
    /**
     * Test main
     * @param args ignored
     */
    public static void main(String[] args) {
        Instance[] instances =  {
            new Instance(new double[] {1,1,0,0,0,0,0,0}, 0),
            new Instance(new double[] {0,0,1,1,1,0,0,0}, 1),
            new Instance(new double[] {0,0,0,0,1,1,1,1}, 0),
            new Instance(new double[] {1,0,0,0,1,0,1,0}, 1),
            new Instance(new double[] {1,1,1,0,1,1,0,0}, 1),
        };
        Instance[] tests =  {
            new Instance(new double[] {1,1,1,0,0,0,0,0}),
        };
        DataSet set = new DataSet(instances);
        AdaBoostClassifier ds = new AdaBoostClassifier(20, DecisionStumpClassifier.class);
        ds.estimate(set);
        System.out.println(ds);
        for (int i = 0; i < tests.length; i++) {
            System.out.println(ds.value(tests[i]));
        }
    }
}