algorithms-for-computing-li.../LinearRegressionTool/src/test/java/de/wwwu/awolf/presenter/algorithms/advanced/LeastMedianOfSquaresEstimat...

93 lines
2.6 KiB
Java

package de.wwwu.awolf.presenter.algorithms.advanced;
import de.wwwu.awolf.model.Interval;
import de.wwwu.awolf.model.Line;
import de.wwwu.awolf.model.Point;
import org.junit.Before;
import org.junit.Test;
import de.wwwu.awolf.presenter.util.IntersectionComputer;
import java.util.ArrayList;
import java.util.LinkedList;
import java.util.List;
import static org.junit.Assert.*;
/**
* Implementierung verschiedener Algorithmen zur Berechnung von Ausgleichsgeraden.
*
* @Author: Armin Wolf
* @Email: a_wolf28@uni-muenster.de
* @Date: 23.10.2017.
*/
public class LeastMedianOfSquaresEstimatorTest {
private LeastMedianOfSquaresEstimator lms;
private IntersectionComputer intersectionComputer;
@Before
public void setUp(){
Double[] x = {18d, 24d, 30d, 34d, 38d};
Double[] y = {18d, 26d, 30d, 40d, 70d};
LinkedList<Line> lines = new LinkedList<>();
ArrayList<Point> intersections = new ArrayList<>();
for (int i = 0; i < 5; i++) {
lines.add(new Line(x[i], y[i]));
}
intersectionComputer = new IntersectionComputer(lines);
intersections = intersectionComputer.compute();
lms = new LeastMedianOfSquaresEstimator(lines, intersections);
}
@Test
public void geEjValues() throws Exception {
Double[] expected = {36d, 50d, 60d, 74d, 108d};
List<Double> actual = lms.getEjValues(1d);
assertArrayEquals(expected, actual.toArray());
}
@Test
public void calcKMinusBracelet() throws Exception {
Point point = new Point(1d, 1d);
Double[] expected = {24d, 36d, 60d};
Double[] actual = lms.calcKMinusBracelet(point, 3);
assertArrayEquals(expected, actual);
}
@Test
public void upperBound() throws Exception {
lms.setkMinus(3);
lms.setHeightsigmaMin(500);
lms.setSigmaMin(new Line(0, 0, 0, 0));
lms.setN(5);
Line expected = new Line(5, 5, 146, 210);
lms.upperBound(5d);
assertEquals(expected.getX1(), lms.getSigmaMin().getX1(), 0.01);
assertEquals(expected.getX2(), lms.getSigmaMin().getX2(), 0.01);
assertEquals(expected.getY1(), lms.getSigmaMin().getY1(), 0.01);
assertEquals(expected.getY2(), lms.getSigmaMin().getY2(), 0.01);
}
@Test
public void lowerBound() throws Exception {
//kann nur über sout geprüft werden test passt aber
Double[] expectedAlpha = {0d, 0d, 0d, 2d, 4d};
Double[] expectedBeta = {2d, 4d, 4d, 2d, 1d};
lms.setHeightsigmaMin(500);
Interval interval = new Interval(-2, 0);
lms.lowerBound(interval);
assertTrue(interval.getActivity());
}
}