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Diffstat (limited to 'elki/src/test/java/de/lmu/ifi/dbs/elki/algorithm/outlier/distance/DBOutlierScoreTest.java')
-rw-r--r-- | elki/src/test/java/de/lmu/ifi/dbs/elki/algorithm/outlier/distance/DBOutlierScoreTest.java | 62 |
1 files changed, 62 insertions, 0 deletions
diff --git a/elki/src/test/java/de/lmu/ifi/dbs/elki/algorithm/outlier/distance/DBOutlierScoreTest.java b/elki/src/test/java/de/lmu/ifi/dbs/elki/algorithm/outlier/distance/DBOutlierScoreTest.java new file mode 100644 index 00000000..cb70cabe --- /dev/null +++ b/elki/src/test/java/de/lmu/ifi/dbs/elki/algorithm/outlier/distance/DBOutlierScoreTest.java @@ -0,0 +1,62 @@ +package de.lmu.ifi.dbs.elki.algorithm.outlier.distance; + +/* + This file is part of ELKI: + Environment for Developing KDD-Applications Supported by Index-Structures + + Copyright (C) 2015 + Ludwig-Maximilians-Universität München + Lehr- und Forschungseinheit für Datenbanksysteme + ELKI Development Team + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU Affero General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU Affero General Public License for more details. + + You should have received a copy of the GNU Affero General Public License + along with this program. If not, see <http://www.gnu.org/licenses/>. + */ + +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.algorithm.outlier.distance.DBOutlierScore; +import de.lmu.ifi.dbs.elki.data.DoubleVector; +import de.lmu.ifi.dbs.elki.database.Database; +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 DBOutlierScore algorithm. + * + * @author Lucia Cichella + * @since 0.4.0 + */ +public class DBOutlierScoreTest extends AbstractSimpleAlgorithmTest implements JUnit4Test { + @Test + public void testDBOutlierScore() { + Database db = makeSimpleDatabase(UNITTEST + "outlier-fire.ascii", 1025); + + // Parameterization + ListParameterization params = new ListParameterization(); + params.addParameter(DBOutlierScore.Parameterizer.D_ID, 0.175); + + // setup Algorithm + DBOutlierScore<DoubleVector> dbOutlierScore = ClassGenericsUtil.parameterizeOrAbort(DBOutlierScore.class, params); + testParameterizationOk(params); + + // run DBOutlierScore on database + OutlierResult result = dbOutlierScore.run(db); + + testSingleScore(result, 1025, 0.688780487804878); + testAUC(db, "Noise", result, 0.992565641); + } +}
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