1 files changed, 38 insertions, 0 deletions
diff --git a/test/de/lmu/ifi/dbs/elki/algorithm/outlier/TestLoOP.java b/test/de/lmu/ifi/dbs/elki/algorithm/outlier/TestLoOP.java
new file mode 100644
index 00000000..0aa10999
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+++ b/test/de/lmu/ifi/dbs/elki/algorithm/outlier/TestLoOP.java
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+package de.lmu.ifi.dbs.elki.algorithm.outlier;
+
+import org.junit.Test;
+
+import de.lmu.ifi.dbs.elki.JUnit4Test;
+import de.lmu.ifi.dbs.elki.algorithm.AbstractSimpleAlgorithmTest;
+import de.lmu.ifi.dbs.elki.data.DoubleVector;
+import de.lmu.ifi.dbs.elki.database.Database;
+import de.lmu.ifi.dbs.elki.distance.distancevalue.DoubleDistance;
+import de.lmu.ifi.dbs.elki.result.outlier.OutlierResult;
+import de.lmu.ifi.dbs.elki.utilities.ClassGenericsUtil;
+import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization;
+
+/**
+ * Tests the LoOP algorithm.
+ * 
+ * @author Lucia Cichella
+ */
+public class TestLoOP extends AbstractSimpleAlgorithmTest implements JUnit4Test {
+  @Test
+  public void testLoOP() {
+    Database db = makeSimpleDatabase(UNITTEST + "outlier-3d-3clusters.ascii", 960);
+
+    // Parameterization
+    ListParameterization params = new ListParameterization();
+    params.addParameter(LoOP.KCOMP_ID, 15);
+
+    // setup Algorithm
+    LoOP<DoubleVector, DoubleDistance> loop = ClassGenericsUtil.parameterizeOrAbort(LoOP.class, params);
+    testParameterizationOk(params);
+
+    // run LoOP on database
+    OutlierResult result = loop.run(db);
+
+    testSingleScore(result, 945, 0.39805457858293325);
+    testAUC(db, "Noise", result, 0.9443796296296296);
+  }
+}
+\ No newline at end of file