Examples with FeatureDomain org.kie.kogito.explainability.model.domain.FeatureDomain used on opensource projects

Example 16 with FeatureDomain

use of org.kie.kogito.explainability.model.domain.FeatureDomain in project kogito-apps by kiegroup.

the class FeatureDomainTest method isEmpty.

@Test
void isEmpty() {
    final FeatureDomain domain = EmptyFeatureDomain.create();
    assertNull(domain.getCategories());
    assertNull(domain.getLowerBound());
    assertNull(domain.getUpperBound());
    assertTrue(domain.isEmpty());
}

Example 17 with FeatureDomain

use of org.kie.kogito.explainability.model.domain.FeatureDomain in project kogito-apps by kiegroup.

the class CounterfactualEntityFactoryTest method testCategoricalFactoryList.

@Test
void testCategoricalFactoryList() {
    final String value = "foo";
    final FeatureDomain domain = CategoricalFeatureDomain.create(List.of("foo", "bar"));
    final Feature feature = FeatureFactory.newCategoricalFeature("categorical-feature", value, domain);
    final CounterfactualEntity counterfactualEntity = CounterfactualEntityFactory.from(feature);
    assertTrue(counterfactualEntity instanceof CategoricalEntity);
    assertEquals(domain.getCategories(), ((CategoricalEntity) counterfactualEntity).getValueRange());
    assertEquals(value, counterfactualEntity.asFeature().getValue().toString());
}

Example 18 with FeatureDomain

use of org.kie.kogito.explainability.model.domain.FeatureDomain in project kogito-apps by kiegroup.

the class CounterfactualEntityFactoryTest method testIntegerFactory.

@Test
void testIntegerFactory() {
    final int value = 5;
    final FeatureDomain domain = NumericalFeatureDomain.create(0.0, 10.0);
    final Feature feature = FeatureFactory.newNumericalFeature("int-feature", value, domain);
    final CounterfactualEntity counterfactualEntity = CounterfactualEntityFactory.from(feature);
    assertTrue(counterfactualEntity instanceof IntegerEntity);
    assertEquals(value, counterfactualEntity.asFeature().getValue().asNumber());
}

Example 19 with FeatureDomain

use of org.kie.kogito.explainability.model.domain.FeatureDomain in project kogito-apps by kiegroup.

the class CounterfactualEntityFactoryTest method testLongFactory.

@Test
void testLongFactory() {
    final long value = 5;
    final FeatureDomain domain = NumericalFeatureDomain.create(0.0, 10.0);
    final Feature feature = FeatureFactory.newNumericalFeature("long-feature", value, domain);
    final CounterfactualEntity counterfactualEntity = CounterfactualEntityFactory.from(feature);
    assertNotNull(counterfactualEntity);
    assertTrue(counterfactualEntity instanceof LongEntity);
    assertEquals(value, counterfactualEntity.asFeature().getValue().asNumber());
}

Example 20 with FeatureDomain

use of org.kie.kogito.explainability.model.domain.FeatureDomain in project kogito-apps by kiegroup.

the class CounterfactualEntityFactoryTest method testCategoricalFactoryObject.

@Test
void testCategoricalFactoryObject() {
    final String value = "foo";
    final FeatureDomain domain = CategoricalFeatureDomain.create("foo", "bar");
    final Feature feature = FeatureFactory.newCategoricalFeature("categorical-feature", value, domain);
    final CounterfactualEntity counterfactualEntity = CounterfactualEntityFactory.from(feature);
    assertTrue(counterfactualEntity instanceof CategoricalEntity);
    assertEquals(domain.getCategories(), ((CategoricalEntity) counterfactualEntity).getValueRange());
    assertEquals(value, counterfactualEntity.asFeature().getValue().toString());
}