Package aima.core.learning.inductive

Examples of aima.core.learning.inductive.DecisionList.predict()


  @Test
  public void testDecisonListWithNoTestsReturnsDefaultValue()
      throws Exception {
    DecisionList dlist = new DecisionList("Yes", "No");
    DataSet ds = DataSetFactory.getRestaurantDataSet();
    Assert.assertEquals("No", dlist.predict(ds.getExample(0)));
  }

  @Test
  public void testDecisionListWithSingleTestReturnsTestValueIfTestSuccessful()
      throws Exception {
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    DLTest test = new DLTest();
    test.add("type", "French");

    dlist.add(test, "test1success");

    Assert.assertEquals("test1success", dlist.predict(ds.getExample(0)));
  }

  @Test
  public void testDecisionListFallsThruToNextTestIfOneDoesntMatch()
      throws Exception {
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    DLTest test2 = new DLTest();
    test2.add("type", "French");
    dlist.add(test2, "test2success");// matches first example

    Assert.assertEquals("test2success", dlist.predict(ds.getExample(0)));
  }

  @Test
  public void testDecisionListFallsThruToDefaultIfNoTestMatches()
      throws Exception {
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    DLTest test2 = new DLTest();
    test2.add("type", "Burger");
    dlist.add(test2, "test2success");// doesn't match first example

    Assert.assertEquals("No", dlist.predict(ds.getExample(0)));
  }

  @Test
  public void testDecisionListHandlesEmptyDataSet() throws Exception {
    // tests first base case of recursion
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    DLTest test2 = new DLTest();
    test2.add("type", "French");
    dlist2.add(test2, "test2success");// matches first example

    DecisionList dlist3 = dlist1.mergeWith(dlist2);
    Assert.assertEquals("test2success", dlist3.predict(ds.getExample(0)));
  }
}
View Full Code Here

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