Package de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization

Examples of de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization.addParameter()

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   * @throws ParameterException on errors.
   */
  @Test
  public void testKNNJoinDeLiCluTreeMini() {
    ListParameterization spatparams = new ListParameterization();
    spatparams.addParameter(StaticArrayDatabase.INDEX_ID, DeLiCluTreeFactory.class);
    spatparams.addParameter(TreeIndexFactory.PAGE_SIZE_ID, 200);

    doKNNJoin(spatparams);
  }

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   */
  @Test
  public void testKNNJoinDeLiCluTreeMini() {
    ListParameterization spatparams = new ListParameterization();
    spatparams.addParameter(StaticArrayDatabase.INDEX_ID, DeLiCluTreeFactory.class);
    spatparams.addParameter(TreeIndexFactory.PAGE_SIZE_ID, 200);

    doKNNJoin(spatparams);
  }

  /**
 
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  public void testOPTICSOF() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-parabolic.ascii", 530);

    // Parameterization
    ListParameterization params = new ListParameterization();
    params.addParameter(OPTICS.MINPTS_ID, 22);

    // setup Algorithm
    OPTICSOF<DoubleVector, DoubleDistance> opticsof = ClassGenericsUtil.parameterizeOrAbort(OPTICSOF.class, params);
    testParameterizationOk(params);
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  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);

    // setup Algorithm
    DBOutlierDetection<DoubleVector, DoubleDistance> dbOutlierDetection = ClassGenericsUtil.parameterizeOrAbort(DBOutlierDetection.class, params);
    testParameterizationOk(params);
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    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);

    // setup Algorithm
    DBOutlierDetection<DoubleVector, DoubleDistance> dbOutlierDetection = ClassGenericsUtil.parameterizeOrAbort(DBOutlierDetection.class, params);
    testParameterizationOk(params);
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  public void testKNNWeightOutlier() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-3d-3clusters.ascii", 960);

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

    // setup Algorithm
    KNNWeightOutlier<DoubleVector, DoubleDistance> knnWeightOutlier = ClassGenericsUtil.parameterizeOrAbort(KNNWeightOutlier.class, params);
    testParameterizationOk(params);
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  /**
   * Returns the database.
   */
  private static UpdatableDatabase getDatabase() {
    ListParameterization params = new ListParameterization();
    params.addParameter(FileBasedDatabaseConnection.INPUT_ID, dataset);

    UpdatableDatabase db = ClassGenericsUtil.parameterizeOrAbort(HashmapDatabase.class, params);
    params.failOnErrors();
    if(params.hasUnusedParameters()) {
      fail("Unused parameters: " + params.getRemainingParameters());
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  public void testLOF() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-axis-subspaces-6d.ascii", 1345);

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

    // setup Algorithm
    LOF<DoubleVector, DoubleDistance> lof = ClassGenericsUtil.parameterizeOrAbort(LOF.class, params);
    testParameterizationOk(params);
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  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);

    // setup Algorithm
    LOCI<DoubleVector, DoubleDistance> loci = ClassGenericsUtil.parameterizeOrAbort(LOCI.class, params);
    testParameterizationOk(params);
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  public void testDBOutlierScore() {
    Database db = makeSimpleDatabase(UNITTEST + "outlier-fire.ascii", 1025);

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

    // setup Algorithm
    DBOutlierScore<DoubleVector, DoubleDistance> dbOutlierScore = ClassGenericsUtil.parameterizeOrAbort(DBOutlierScore.class, params);
    testParameterizationOk(params);
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