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-package de.lmu.ifi.dbs.elki.algorithm.outlier;
-
-/*
- This file is part of ELKI:
- Environment for Developing KDD-Applications Supported by Index-Structures
-
- Copyright (C) 2012
- 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.algorithm.AbstractSimpleAlgorithmTest;
-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 LB-ABOD algorithm.
- *
- * Note: we don't implement JUnit4Test, as this test is slow.
- *
- * @author Lucia Cichella
- */
-public class TestLBABOD extends AbstractSimpleAlgorithmTest {
- @Test
- public void testLBABOD() {
- Database db = makeSimpleDatabase(UNITTEST + "outlier-3d-3clusters.ascii", 960);
-
- // Parameterization
- ListParameterization params = new ListParameterization();
- params.addParameter(FastABOD.Parameterizer.K_ID, 150);
- params.addParameter(LBABOD.Parameterizer.L_ID, 10);
-
- // setup Algorithm
- LBABOD<DoubleVector> abod = ClassGenericsUtil.parameterizeOrAbort(LBABOD.class, params);
- testParameterizationOk(params);
-
- // run ABOD on database
- OutlierResult result = abod.run(db);
-
- testAUC(db, "Noise", result, 0.928999999999);
- testSingleScore(result, 945, 1.88108120738508E-4);
- }
-} \ No newline at end of file