Examples of Example

aima.core.learning.framework.Example
@author Ravi Mohan
ch.unibe.jexample.internal.Example
A test method with dependencies and return value. Test methods are written source code to illustrate the usage of the unit under test, and may return a characteristic instance of its unit under test. Thus, test methods are in fact examples of the unit under test.
When executing an example method, the JExample framework caches its return value. If an example method declares dependencies and has arguments, the framework will inject the cache return values of the dependencies as parameters into the method execution. For more details, please refer to {@link ch.unibe.jexample.JExampleOptions @InjectionPolicy}.
An example method must have at least a {@link org.junit.Test @Test}annotation. The enclosing class must use an {@link org.junit.RunWith @RunWith} annotation to declare {@link ch.unibe.jexample.JExample JExampleRunner} as test runner.
An example method may return an instance of its unit under test.
An example method may depend on both successful execution and return value of other examples. If it does, it must declare the dependencies using an {@link ch.unibe.jexample.Given @Depends} annotation. An example methods withdependencies may have method parameters. The number of parameters must be less than or equal to the number of dependencies. The type of the n-th parameter must match the return type of the n-th dependency. @author Lea Haensenberger @author Adrian Kuhn
com.aspose.examples.examplesmodel.Example
3.org/2001/XMLSchema}anyType"> <sequence> <element ref="{}Title"/> <element ref="{}Description"/> <element ref="{}FolderName"/> <element ref="{}Order"/> <element ref="{}DocLink" minOccurs="0"/> <element ref="{}InputFiles" minOccurs="0"/> <element ref="{}OutputFiles" minOccurs="0"/> <element ref="{}Type"/> </sequence> </restriction> </complexContent> </complexType>
com.google.gwt.i18n.client.Messages.Example
com.mangofactory.swagger.dummy.models.Example
edu.stanford.nlp.sempre.Example
An example corresponds roughly to an input-output pair, the basic unit which we make predictions on. The Example object stores both the input, preprocessing, and output of the parser. @author Percy Liang @author Roy Frostig
fr.irit.halterego.ggp_agent.algorithms.tg.Example
fr.uhp.example.Example
io.dropwizard.configuration.ConfigurationFactoryTest.Example
net.sf.gluebooster.java.booster.essentials.meta.Example
org.apache.stanbol.enhancer.topic.api.training.Example
Data transfer object to pack the items of a multi-label text classification training set.
org.crank.crud.criteria.Example
org.hibernate.criterion.Example
Support for query by example.
```
 List results = session.createCriteria(Parent.class) .add( Example.create(parent).ignoreCase() ) .createCriteria("child") .add( Example.create( parent.getChild() ) ) .list(); 
```
"Examples" may be mixed and matched with "Expressions" in the same Criteria. @see org.hibernate.Criteria @author Gavin King
org.openiaml.docs.modeldoc.Example

Examples of aima.core.learning.framework.Example


  private boolean allExamplesHaveSameClassification(DataSet ds) {
    String classification = ds.getExample(0).targetValue();
    Iterator<Example> iter = ds.iterator();
    while (iter.hasNext()) {
      Example element = iter.next();
      if (!(element.targetValue().equals(classification))) {
        return false;
      }


    }
    return true;

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Examples of aima.core.learning.framework.Example

  }


  private double calculateError(DataSet ds, Learner l) {
    double error = 0.0;
    for (int i = 0; i < ds.examples.size(); i++) {
      Example e = ds.getExample(i);
      if (!(l.predict(e).equals(e.targetValue()))) {
        error = error + exampleWeights[i];
      }
    }
    return error;
  }

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Examples of aima.core.learning.framework.Example

  }


  private void adjustExampleWeights(DataSet ds, Learner l, double error) {
    double epsilon = error / (1.0 - error);
    for (int j = 0; j < ds.examples.size(); j++) {
      Example e = ds.getExample(j);
      if ((l.predict(e).equals(e.targetValue()))) {
        exampleWeights[j] = exampleWeights[j] * epsilon;
      }
    }
    exampleWeights = Util.normalize(exampleWeights);
  }

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Examples of aima.core.learning.framework.Example


  private boolean allExamplesHaveSameClassification(DataSet ds) {
    String classification = ds.getExample(0).targetValue();
    Iterator<Example> iter = ds.iterator();
    while (iter.hasNext()) {
      Example element = iter.next();
      if (!(element.targetValue().equals(classification))) {
        return false;
      }


    }
    return true;

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Examples of aima.core.learning.framework.Example

      Numerizer numerizer) {
    // assumes all values for inout and target are doubles
    List<List<Double>> rds = new ArrayList<List<Double>>();
    for (int i = 0; i < ds.size(); i++) {
      List<Double> rexample = new ArrayList<Double>();
      Example e = ds.getExample(i);
      Pair<List<Double>, List<Double>> p = numerizer.numerize(e);
      List<Double> attributes = p.getFirst();
      for (Double d : attributes) {
        rexample.add(d);
      }

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Examples of aima.core.learning.framework.Example

  }


  @Test
  public void testDLTestMatchSucceedsWithMatchedExample() throws Exception {
    DataSet ds = DataSetFactory.getRestaurantDataSet();
    Example e = ds.getExample(0);
    DLTest test = new DLTest();
    test.add("type", "French");
    Assert.assertTrue(test.matches(e));
  }

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Examples of aima.core.learning.framework.Example

  }


  @Test
  public void testDLTestMatchFailsOnMismatchedExample() throws Exception {
    DataSet ds = DataSetFactory.getRestaurantDataSet();
    Example e = ds.getExample(0);
    DLTest test = new DLTest();
    test.add("type", "Thai");
    Assert.assertFalse(test.matches(e));
  }

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Examples of aima.core.learning.framework.Example


  @Test
  public void testDLTestMatchesEvenOnMismatchedTargetAttributeValue()
      throws Exception {
    DataSet ds = DataSetFactory.getRestaurantDataSet();
    Example e = ds.getExample(0);
    DLTest test = new DLTest();
    test.add("type", "French");
    Assert.assertTrue(test.matches(e));
  }

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Examples of aima.core.learning.framework.Example

  public void testLoadsDatasetFile() throws Exception {


    DataSet ds = DataSetFactory.getRestaurantDataSet();
    Assert.assertEquals(12, ds.size());


    Example first = ds.getExample(0);
    Assert.assertEquals(YES, first.getAttributeValueAsString("alternate"));
    Assert.assertEquals("$$$", first.getAttributeValueAsString("price"));
    Assert.assertEquals("0-10",
        first.getAttributeValueAsString("wait_estimate"));
    Assert.assertEquals(YES, first.getAttributeValueAsString("will_wait"));
    Assert.assertEquals(YES, first.targetValue());
  }

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Examples of aima.core.learning.framework.Example


  @Test
  public void testLoadsIrisDataSetWithNumericAndStringAttributes()
      throws Exception {
    DataSet ds = DataSetFactory.getIrisDataSet();
    Example first = ds.getExample(0);
    Assert.assertEquals("5.1",
        first.getAttributeValueAsString("sepal_length"));
  }

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