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

71 lines
1.9 KiB
Java

package de.wwwu.awolf.presenter.algorithms.advanced;
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.Arrays;
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 TheilSenEstimatorTest {
TheilSenEstimator estimator;
IntersectionComputer intersectionComputer;
@Before
public void setUp(){
Double[] x = {18d, 24d, 30d, 34d, 38d};
Double[] y = {18d, 26d, 30d, 40d, 70d};
List<Line> lines = new LinkedList<>();
List<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();
estimator = new TheilSenEstimator(lines, intersections);
}
@Test
public void getIntervalSize() throws Exception {
assertEquals(estimator.getIntervalSize(-2d, 0d), 5, 0.001);
}
@Test
public void getOpenIntervalSize() throws Exception {
assertEquals(estimator.getIntervalSize(-1.4d, 0.6666d), 4, 0.001);
}
@Test
public void getOpenIntervalElements() throws Exception {
List<Point> intersectionInInterval = estimator.getOpenIntervalElements(-1.4d, -0.67d);
double[] expected = {-1.375, -1.333, -1.0};
double[] actual = new double[3];
for (int i=0;i<intersectionInInterval.size();i++) {
actual[i] = intersectionInInterval.get(i).getX();
}
Arrays.sort(expected);
Arrays.sort(actual);
assertArrayEquals(expected, actual, 0.001);
}
}