Package fr.lip6.jkernelmachines.util.generators

Examples of fr.lip6.jkernelmachines.util.generators.GaussianGenerator

44
45
46
47
48
49
50
51
52
53
54
55
  /**
   * @throws java.lang.Exception
   */
  @Before
  public void setUp() throws Exception {
    GaussianGenerator gen = new GaussianGenerator(2, 2, 1.0);
    List<TrainingSample<double[]>> list = gen.generateList(100, 100);
    train = new ArrayList<double[]>();
    for (TrainingSample<double[]> t : list) {
      train.add(t.sample);
    }
  }
View Full Code Here
42
43
44
45
46
47
48
49
50
51
  /**
   * @throws java.lang.Exception
   */
  @Before
  public void setUp() throws Exception {
    GaussianGenerator g = new GaussianGenerator(2, 50.0f, 1.0);
    train = g.generateList(10);

    svm = new S3VMLightPegasos();
  }
View Full Code Here
46
47
48
49
50
51
52
53
54
55
56
   * @throws java.lang.Exception
   */
  @Before
  public void setUp() throws Exception {
   
    GaussianGenerator g = new GaussianGenerator(10, 5.0f, 1.0);
    train = g.generateList(10);
   
    svm = new GradMKL<double[]>();
    svm.addKernel(new DoubleGaussL2());
  }
View Full Code Here
43
44
45
46
47
48
49
50
51
52
53
  /**
   * @throws java.lang.Exception
   */
  @Before
  public void setUp() throws Exception {
    GaussianGenerator g = new GaussianGenerator(2, 10.0f, 1.0);
    train = g.generateList(10);
    test = g.generateList(10);

    svm = new S3VMLightSGDQN();
  }
View Full Code Here
46
47
48
49
50
51
52
53
54
55
56
   * @throws java.lang.Exception
   */
  @Before
  public void setUp() throws Exception {
   
    GaussianGenerator g = new GaussianGenerator(10, 5.0f, 1.0);
    train = g.generateList(10);
   
    svm = new SimpleMKL<double[]>();
    svm.addKernel(new DoubleGaussL2());
  }
View Full Code Here
44
45
46
47
48
49
50
51
52
53
   * @throws java.lang.Exception
   */
  @Before
  public void setUp() throws Exception {
   
    GaussianGenerator g = new GaussianGenerator(10, 5.0f, 1.0);
    train = g.generateList(10);
   
    svm = new DoubleQNPKL();
  }
View Full Code Here
47
48
49
50
51
52
53
54
55
56
57
58
   * @throws java.lang.Exception
   */
  @Before
  public void setUp() throws Exception {

    GaussianGenerator g = new GaussianGenerator(2, 10.0f, 1.0);
    train = g.generateList(10);
    test = g.generateList(10);

    DoubleGaussL2 k = new DoubleGaussL2(1.0);
    svm = new S3VMLight<double[]>(k);
  }
View Full Code Here
44
45
46
47
48
49
50
51
52
53
  /**
   * @throws java.lang.Exception
   */
  @Before
  public void setUp() throws Exception {
    GaussianGenerator g = new GaussianGenerator(10, 5.0f, 1.0);
    train = g.generateList(10);
   
    svm = new DoubleSAG();
  }
View Full Code Here
44
45
46
47
48
49
50
51
52
53
54
  /**
   * @throws java.lang.Exception
   */
  @Before
  public void setUp() throws Exception {
    GaussianGenerator g = new GaussianGenerator(10, 5.0f, 1.0);
    train = g.generateList(10);
   
    DoubleGaussL2 k = new DoubleGaussL2(1.0);
    svm = new SMOSVM<double[]>(k);
  }
View Full Code Here
45
46
47
48
49
50
51
52
53
54
   * @throws java.lang.Exception
   */
  @Before
  public void setUp() throws Exception {
   
    GaussianGenerator g = new GaussianGenerator(10, 5.0f, 1.0);
    train = g.generateList(10);
   
    svm = new DoublePegasosSVM();
  }
View Full Code Here
TOP

Related Classes of fr.lip6.jkernelmachines.util.generators.GaussianGenerator

  • fr.lip6.jkernelmachines.classifier.DoubleLLSVM
  • fr.lip6.jkernelmachines.classifier.DoublePegasosSVM
  • fr.lip6.jkernelmachines.classifier.DoubleQNPKL
  • fr.lip6.jkernelmachines.classifier.DoubleSAG
  • fr.lip6.jkernelmachines.classifier.DoubleSGDQN
  • fr.lip6.jkernelmachines.classifier.SimpleMKL
  • fr.lip6.jkernelmachines.classifier.transductive.S3VMLightPegasos
  • fr.lip6.jkernelmachines.classifier.transductive.S3VMLightSGDQN
  • fr.lip6.jkernelmachines.density.DoubleGaussianMixtureModel
  • fr.lip6.jkernelmachines.density.SimpleMKLDensity
    • 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.