Package weka.core

Examples of weka.core.TestInstances

71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
   *
   * @return    the dataset for the FilteredClassifier
   * @throws Exception  if generation of data fails
   */
  protected Instances getFilteredClassifierData() throws Exception{
    TestInstances  test;
    Instances    result;

    test = TestInstances.forCapabilities(m_FilteredClassifier.getCapabilities());
    test.setClassIndex(TestInstances.CLASS_IS_LAST);

    result = test.generate();
   
    return result;
  }
View Full Code Here
91
92
93
94
95
96
97
98
99
100
101
   * @throws Exception if an error occurs reading the example instances.
   */
  protected void setUp() throws Exception {
    super.setUp();

    TestInstances test = new TestInstances();
    test.setNumNominal(0);
    test.setNumNumeric(2);
    test.setClassType(Attribute.NUMERIC);
    m_Instances = test.generate();
  }
View Full Code Here
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
   *
   * @return    the dataset for the FilteredClassifier
   * @throws Exception  if generation of data fails
   */
  protected Instances getFilteredClassifierData() throws Exception{
    TestInstances  test;
    Instances    result;

    test = TestInstances.forCapabilities(m_FilteredClassifier.getCapabilities());
    test.setClassIndex(TestInstances.CLASS_IS_LAST);

    result = test.generate();
   
    return result;
  }
View Full Code Here
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
   *
   * @return    the dataset for the FilteredClassifier
   * @throws Exception  if generation of data fails
   */
  protected Instances getFilteredClassifierData() throws Exception{
    TestInstances  test;
    Instances    result;

    test = new TestInstances();
    test.setNumNominal(0);
    test.setNumNumeric(6);
    test.setClassType(Attribute.NOMINAL);
    test.setClassIndex(TestInstances.CLASS_IS_LAST);

    result = test.generate();
   
    return result;
  }
View Full Code Here
55
56
57
58
59
60
61
62
63
64
65
   * @throws Exception if an error occurs reading the example instances.
   */
  protected void setUp() throws Exception {
    super.setUp();

    TestInstances test = new TestInstances();
    test.setNumNominal(2);
    test.setClassType(Attribute.NOMINAL);
    test.setNumInstances(400);
    m_Instances = test.generate();
  }
View Full Code Here
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
   *
   * @return    the dataset for the FilteredClassifier
   * @throws Exception  if generation of data fails
   */
  protected Instances getFilteredClassifierData() throws Exception {
    TestInstances  test;
    Instances    result;

    // NB: in order to make sure that the classifier can handle the data,
    //     we're using the classifier's capabilities to generate the data.
    test = TestInstances.forCapabilities(
    m_FilteredClassifier.getClassifier().getCapabilities());
    test.setNumInstances(40);
    test.setClassIndex(TestInstances.CLASS_IS_LAST);

    result = test.generate();
   
    return result;
  }
View Full Code Here
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
  /**
   * Create a dataset with relational attributes to work on
   */
  protected void setUp() throws Exception {
    TestInstances  test;

    super.setUp();

    test = new TestInstances();
   
    test.setNumDate(1);
    test.setNumNominal(1);
    test.setNumNominalValues(10);
    test.setNumNumeric(1);
    test.setNumRelational(2);
    test.setNumString(0);
    test.setNumRelationalDate(2);
    test.setNumRelationalNominal(2);
    test.setNumRelationalNumeric(2);
    test.setNumRelationalString(0);
    test.setNumRelationalNominalValues(10);

    m_Instances = test.generate();
  }
View Full Code Here
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
   *
   * @return    the dataset for the FilteredClassifier
   * @throws Exception  if generation of data fails
   */
  protected Instances getFilteredClassifierData() throws Exception {
    TestInstances  test;
    Instances    result;

    // NB: in order to make sure that the classifier can handle the data,
    //     we're using the classifier's capabilities to generate the data.
    test = TestInstances.forCapabilities(
    m_FilteredClassifier.getClassifier().getCapabilities());
    test.setClassIndex(TestInstances.CLASS_IS_LAST);

    result = test.generate();
   
    return result;
  }
View Full Code Here
173
174
175
176
177
178
179
   * returns the test data generator
   *
   * @return   the configured test data generator
   */
  protected TestInstances getTestInstances() {
    return new TestInstances();
  }
View Full Code Here
1527
1528
1529
1530
1531
1532
1533
1534
1535
1536
1537
1538
1539
1540
1541
1542
1543
1544
1545
1546
1547
1548
1549
1550
                                      int numClasses, int classType,
                                      int classIndex,
                                      boolean multiInstance)
  throws Exception {
   
    TestInstances dataset = new TestInstances();
   
    dataset.setSeed(seed);
    dataset.setNumInstances(numInstances);
    dataset.setNumNominal(numNominal);
    dataset.setNumNumeric(numNumeric);
    dataset.setNumString(numString);
    dataset.setNumDate(numDate);
    dataset.setNumRelational(numRelational);
    dataset.setNumClasses(numClasses);
    dataset.setClassType(classType);
    dataset.setClassIndex(classIndex);
    dataset.setNumClasses(numClasses);
    dataset.setMultiInstance(multiInstance);
    dataset.setWords(getWords());
    dataset.setWordSeparators(getWordSeparators());
   
    return process(dataset.generate());
  }
View Full Code Here
TOP

Related Classes of weka.core.TestInstances

  • weka.associations.CheckAssociator
  • weka.attributeSelection.CheckAttributeSelection
  • weka.classifiers.CheckClassifier
  • weka.classifiers.functions.supportVector.CheckKernel
  • weka.classifiers.misc.InputMappedClassifierTest
  • weka.classifiers.misc.SerializedClassifierTest
  • weka.clusterers.CheckClusterer
  • weka.core.converters.AbstractConverterTest
  • weka.estimators.CheckEstimator
  • weka.filters.AbstractFilterTest
    • 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.