Package aima.core.learning.inductive

Examples of aima.core.learning.inductive.DLTestFactory

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      System.out
          .println("DecisionList Demo - Inducing a DecisionList from the Restaurant DataSet\n ");
      System.out.println(Util.ntimes("*", 100));
      DataSet ds = DataSetFactory.getRestaurantDataSet();
      DecisionListLearner learner = new DecisionListLearner("Yes", "No",
          new DLTestFactory());
      learner.train(ds);
      System.out.println("The Induced DecisionList is");
      System.out.println(learner.getDecisionList());
      int[] result = learner.test(ds);

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public class DLTestTest {

  @Test
  public void testDecisionList() throws Exception {
    DataSet ds = DataSetFactory.getRestaurantDataSet();
    List<DLTest> dlTests = new DLTestFactory()
        .createDLTestsWithAttributeCount(ds, 1);
    Assert.assertEquals(26, dlTests.size());
  }
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  @Test
  public void testDecisionListTestRunOnRestaurantDataSet() throws Exception {
    DataSet ds = DataSetFactory.getRestaurantDataSet();
    DecisionListLearner learner = new DecisionListLearner("Yes", "No",
        new DLTestFactory());
    learner.train(ds);

    int[] result = learner.test(ds);
    Assert.assertEquals(12, result[0]);
    Assert.assertEquals(0, result[1]);
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Related Classes of aima.core.learning.inductive.DLTestFactory

  • aima.gui.demo.learning.LearningDemo
  • aima.test.core.unit.learning.inductive.DLTestTest
  • aima.test.core.unit.learning.learners.LearnerTests
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