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 TestDBOutlierDetection extends AbstractSimpleAlgorithmTest implements JUnit4Test {
  @Test
  public void testDBOutlierDetection() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-fire.ascii", 1025);

    // Parameterization
    ListParameterization params = new ListParameterization();
    params.addParameter(DBOutlierDetection.D_ID, 0.175);
    params.addParameter(DBOutlierDetection.P_ID, 0.98);
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* @author Lucia Cichella
*/
public class TestKNNWeightOutlier extends AbstractSimpleAlgorithmTest implements JUnit4Test {
  @Test
  public void testKNNWeightOutlier() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-3d-3clusters.ascii", 960);

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

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

    // Parameterization
    ListParameterization params = new ListParameterization();
    params.addParameter(LOF.K_ID, 10);

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* @author Lucia Cichella
*/
public class TestLOCI extends AbstractSimpleAlgorithmTest implements JUnit4Test {
  @Test
  public void testLOCI() {
    Database db = makeSimpleDatabase(UNITTEST + "3clusters-and-noise-2d.csv", 330);

    // Parameterization
    ListParameterization params = new ListParameterization();
    params.addParameter(LOCI.RMAX_ID, 0.5);

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* @author Lucia Cichella
*/
public class TestDBOutlierScore extends AbstractSimpleAlgorithmTest implements JUnit4Test {
  @Test
  public void testDBOutlierScore() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-fire.ascii", 1025);

    // Parameterization
    ListParameterization params = new ListParameterization();
    params.addParameter(DBOutlierScore.D_ID, 0.175);

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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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