Package de.lmu.ifi.dbs.elki.database

Examples of de.lmu.ifi.dbs.elki.database.Database

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* @author Lucia Cichella
*/
public class TestKNNOutlier extends AbstractSimpleAlgorithmTest implements JUnit4Test {
  @Test
  public void testKNNOutlier() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-3d-3clusters.ascii", 960);

    // Parameterization
    ListParameterization params = new ListParameterization();
    params.addParameter(KNNOutlier.K_ID, 2);

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* @author Lucia Cichella
*/
public class TestSOD extends AbstractSimpleAlgorithmTest implements JUnit4Test {
  @Test
  public void testSOD() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-axis-subspaces-6d.ascii", 1345);

    // Parameterization
    ListParameterization params = new ListParameterization();
    params.addParameter(SOD.KNN_ID, 25);
    params.addParameter(SharedNearestNeighborPreprocessor.Factory.NUMBER_OF_NEIGHBORS_ID, 19);
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* @author Lucia Cichella
*/
public class TestINFLO extends AbstractSimpleAlgorithmTest implements JUnit4Test {
  @Test
  public void testINFLO() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-3d-3clusters.ascii", 960);

    // Parameterization
    ListParameterization params = new ListParameterization();
    params.addParameter(INFLO.K_ID, 29);

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* @author Lucia Cichella
*/
public class TestAggarwalYuNaive extends AbstractSimpleAlgorithmTest implements JUnit4Test {
  @Test
  public void testAggarwalYuNaive() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-3d-3clusters.ascii", 960);

    // Parameterization
    ListParameterization params = new ListParameterization();
    params.addParameter(AggarwalYuNaive.K_ID, 2);
    params.addParameter(AggarwalYuNaive.PHI_ID, 8);
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* @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);

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* @author Lucia Cichella
*/
public class TestABOD extends AbstractSimpleAlgorithmTest implements JUnit4Test {
  @Test
  public void testABOD() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-3d-3clusters.ascii", 960);

    // Parameterization
    ListParameterization params = new ListParameterization();
    params.addParameter(ABOD.K_ID, 5);

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* @author Lucia Cichella
*/
public class TestReferenceBasedOutlierDetection extends AbstractSimpleAlgorithmTest implements JUnit4Test {
  @Test
  public void testReferenceBasedOutlierDetection() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-3d-3clusters.ascii", 960);

    // Parameterization
    ListParameterization params = new ListParameterization();
    params.addParameter(ReferenceBasedOutlierDetection.K_ID, 11);
    params.addParameter(GridBasedReferencePoints.GRID_ID, 11);
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* @author Lucia Cichella
*/
public class TestGaussianModel extends AbstractSimpleAlgorithmTest implements JUnit4Test {
  @Test
  public void testGaussianModel() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-fire.ascii", 1025);

    // Parameterization
    ListParameterization params = new ListParameterization();

    // setup Algorithm
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* @author Lucia Cichella
*/
public class TestAggarwalYuEvolutionary extends AbstractSimpleAlgorithmTest implements JUnit4Test {
  @Test
  public void testAggarwalYuEvolutionary() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-3d-3clusters.ascii", 960);

    // Parameterization
    ListParameterization params = new ListParameterization();
    params.addParameter(AggarwalYuEvolutionary.K_ID, 2);
    params.addParameter(AggarwalYuEvolutionary.PHI_ID, 8);
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  public void testDeLiCluResults() {
    ListParameterization indexparams = new ListParameterization();
    // We need a special index for this algorithm:
    indexparams.addParameter(StaticArrayDatabase.INDEX_ID, DeLiCluTreeFactory.class);
    indexparams.addParameter(DeLiCluTreeFactory.PAGE_SIZE_ID, 1000);
    Database db = makeSimpleDatabase(UNITTEST + "hierarchical-2d.ascii", 710, indexparams, null);

    // Setup actual algorithm
    ListParameterization params = new ListParameterization();
    params.addParameter(DeLiClu.MINPTS_ID, 18);
    params.addParameter(OPTICSXi.XI_ID, 0.038);
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Related Classes of de.lmu.ifi.dbs.elki.database.Database

  • de.lmu.ifi.dbs.elki.algorithm.AbstractSimpleAlgorithmTest
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  • de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.TestCASHResults
  • de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.TestCOPACResults
  • de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.TestERiCResults
  • de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.TestFourCResults
  • de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.TestORCLUSResults
  • de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.TestKMeansResults
  • de.lmu.ifi.dbs.elki.algorithm.clustering.subspace.TestCLIQUEResults
  • de.lmu.ifi.dbs.elki.algorithm.clustering.subspace.TestDiSHResults
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