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

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

77
78
79
80
81
82
83
84
85
86
87
   *
   * @throws ParameterException
   */
  @Test
  public void testDBSCANOnSingleLinkDataset() {
    Database db = makeSimpleDatabase(UNITTEST + "single-link-effect.ascii", 638);

    // Setup algorithm
    ListParameterization params = new ListParameterization();
    params.addParameter(DBSCAN.EPSILON_ID, 11.5);
    params.addParameter(DBSCAN.MINPTS_ID, 120);
View Full Code Here
52
53
54
55
56
57
58
59
60
61
62
   *
   * @throws ParameterException
   */
  @Test
  public void testSUBCLUResults() {
    Database db = makeSimpleDatabase(UNITTEST + "subspace-simple.csv", 600);

    ListParameterization params = new ListParameterization();
    params.addParameter(SUBCLU.EPSILON_ID, 0.001);
    params.addParameter(SUBCLU.MINPTS_ID, 100);

View Full Code Here
77
78
79
80
81
82
83
84
85
86
87
   *
   * @throws ParameterException
   */
  @Test
  public void testSUBCLUSubspaceOverlapping() {
    Database db = makeSimpleDatabase(UNITTEST + "subspace-overlapping-3-4d.ascii", 850);

    // Setup algorithm
    ListParameterization params = new ListParameterization();
    params.addParameter(SUBCLU.EPSILON_ID, 0.04);
    params.addParameter(SUBCLU.MINPTS_ID, 70);
View Full Code Here
52
53
54
55
56
57
58
59
60
61
62
   *
   * @throws ParameterException
   */
  @Test
  public void testSNNClusteringResults() {
    Database db = makeSimpleDatabase(UNITTEST + "different-densities-2d.ascii", 1200);

    // Setup algorithm
    ListParameterization params = new ListParameterization();
    params.addParameter(SNNClustering.EPSILON_ID, 77);
    params.addParameter(SNNClustering.MINPTS_ID, 28);
View Full Code Here
55
56
57
58
59
60
61
62
63
64
65
  public void testCASHResults() {
    ListParameterization inp = new ListParameterization();
    // CASH input
    inp.addParameter(FileBasedDatabaseConnection.PARSER_ID, ParameterizationFunctionLabelParser.class);
    // Input
    Database db = makeSimpleDatabase(UNITTEST + "hierarchical-3d2d1d.csv", 600, inp, null);

    // CASH parameters
    ListParameterization params = new ListParameterization();
    params.addParameter(CASH.JITTER_ID, 0.7);
    params.addParameter(CASH.MINPTS_ID, 50);
View Full Code Here
53
54
55
56
57
58
59
60
61
62
63
   *
   * @throws ParameterException
   */
  @Test
  public void testKMeansLloyd() {
    Database db = makeSimpleDatabase(UNITTEST + "different-densities-2d-no-noise.ascii", 1000);

    // Setup algorithm
    ListParameterization params = new ListParameterization();
    params.addParameter(AbstractKMeans.K_ID, 5);
    params.addParameter(AbstractKMeans.SEED_ID, 3);
View Full Code Here
76
77
78
79
80
81
82
83
84
85
86
   *
   * @throws ParameterException
   */
  @Test
  public void testKMeansMacQueen() {
    Database db = makeSimpleDatabase(UNITTEST + "different-densities-2d-no-noise.ascii", 1000);

    // Setup algorithm
    ListParameterization params = new ListParameterization();
    params.addParameter(AbstractKMeans.K_ID, 5);
    params.addParameter(AbstractKMeans.SEED_ID, 3);
View Full Code Here
85
86
87
88
89
90
91
92
93
94
95
  @Test
  public void testCASHEmbedded() {
    // CASH input
    ListParameterization inp = new ListParameterization();
    inp.addParameter(FileBasedDatabaseConnection.PARSER_ID, ParameterizationFunctionLabelParser.class);
    Database db = makeSimpleDatabase(UNITTEST + "correlation-embedded-2-4d.ascii", 600, inp, null);

    // CASH parameters
    ListParameterization params = new ListParameterization();
    params.addParameter(CASH.JITTER_ID, 0.7);
    params.addParameter(CASH.MINPTS_ID, 160);
View Full Code Here
50
51
52
53
54
55
56
57
58
59
60
   *
   * @throws ParameterException
   */
  @Test
  public void testOPTICSResults() {
    Database db = makeSimpleDatabase(UNITTEST + "hierarchical-2d.ascii", 710);

    // Setup algorithm
    ListParameterization params = new ListParameterization();
    params.addParameter(OPTICS.MINPTS_ID, 18);
    params.addParameter(OPTICSXi.XI_ID, 0.038);
View Full Code Here
51
52
53
54
55
56
57
58
59
60
61
   *
   * @throws ParameterException
   */
  @Test
  public void testEMResults() {
    Database db = makeSimpleDatabase(UNITTEST + "hierarchical-2d.ascii", 710);

    // Setup algorithm
    ListParameterization params = new ListParameterization();
    params.addParameter(AbstractKMeans.SEED_ID, 1);
    params.addParameter(EM.K_ID, 5);
View Full Code Here
TOP

Related Classes of de.lmu.ifi.dbs.elki.database.Database

  • de.lmu.ifi.dbs.elki.algorithm.AbstractSimpleAlgorithmTest
  • de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.CASH
  • 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
    • Copyright © 2018 www.massapicom. All rights reserved.
    All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.