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Java ModelEvaluator.evaluate方法代码示例

本文整理汇总了Java中org.jpmml.evaluator.ModelEvaluator.evaluate方法的典型用法代码示例。如果您正苦于以下问题：Java ModelEvaluator.evaluate方法的具体用法？Java ModelEvaluator.evaluate怎么用？Java ModelEvaluator.evaluate使用的例子？那么, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类org.jpmml.evaluator.ModelEvaluator的用法示例。


在下文中一共展示了ModelEvaluator.evaluate方法的14个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Java代码示例。

示例1: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
@Test
public void evaluate() throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	Map<FieldName, ?> arguments = createArguments("Integer", null, "Double", 76.45d);

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	NodeScoreDistribution<?> targetValue = (NodeScoreDistribution<?>)result.get(evaluator.getTargetFieldName());

	assertEquals("Result1", targetValue.getResult());
	assertEquals("10", targetValue.getEntityId());

	assertEquals(21d / 42d, targetValue.getProbability("Result1"), 1e-8);
	assertEquals(15d / 42d, targetValue.getProbability("Result2"), 1e-8);
	assertEquals(6d / 42d, targetValue.getProbability("Result3"), 1e-8);
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:18，代码来源:DefaultChildTest.java

示例2: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
@Test
public void evaluate() throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	Map<FieldName, ?> arguments = createArguments("item", Arrays.asList("Cracker", "Coke"));

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	assertEquals("1", getOutput(result, "entityId"));

	checkValue(Arrays.asList("Cracker"), result, "antecedent");
	checkValue(Arrays.asList("Water"), result, "consequent");

	checkValue("{Cracker}->{Water}", result, "rule");
	checkValue("1", result, "ruleId");

	checkValue(1d, result, "support");
	checkValue(1d, result, "confidence");
	checkValue(1d, result, "lift");
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:21，代码来源:AssociationOutputTest.java

示例3: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
@Test
public void evaluate() throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	Map<FieldName, ?> arguments = createArguments("input", 4d);

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	assertEquals(8d, getTarget(result, "result"));

	assertEquals(8d, getOutput(result, "RawResult"));
	assertEquals(8, getOutput(result, "RawIntegerResult"));
	assertEquals(35d, getOutput(result, "FinalResult"));
	assertEquals(35, getOutput(result, "FinalIntegerResult"));
	assertEquals("waive", getOutput(result, "BusinessDecision"));
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:17，代码来源:RegressionOutputTest.java

示例4: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
@Test
public void evaluate() throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	Map<FieldName, ?> arguments = createArguments("gender", "f", "educ", 19d, "jobcat", "3", "salbegin", 45000d);

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	FieldName lowField = FieldName.create("Probability_Low");
	FieldName highField = FieldName.create("Probability_High");

	// Expected values have been calculated by hand
	assertEquals(0.81956470d, (Double)getOutput(result, lowField), 1e-8);
	assertEquals(0.18043530d, (Double)getOutput(result, highField), 1e-8);
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:16，代码来源:ContrastMatrixTest.java

示例5: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
@Test
public void evaluate() throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	Map<FieldName, ?> arguments = createArguments("marital status", "d", "dependents", 0);

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	AffinityDistribution<?> targetValue = (AffinityDistribution<?>)result.get(evaluator.getTargetFieldName());

	try {
		targetValue.getResult();

		fail();
	} catch(EvaluationException ee){
		// Ignored
	}

	assertNotNull(targetValue.getPredictionReport());

	Collection<String> categories = targetValue.getCategoryValues();

	assertEquals(5, categories.size());

	for(String category : categories){
		assertNotNull(targetValue.getAffinity(category));
		assertNotNull(targetValue.getAffinityReport(category));
	}

	assertEquals(Arrays.asList("3", "1", "4"), (targetValue.getEntityIdRanking()).subList(0, 3));

	assertEquals("3", getOutput(result, "neighbor1"));
	assertEquals("1", getOutput(result, "neighbor2"));
	assertEquals("4", getOutput(result, "neighbor3"));
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:36，代码来源:ClusteringNeighborhoodTest.java

示例6: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
@Test
public void evaluate() throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	Map<FieldName, ?> arguments = createArguments("input", 1d);

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	ClusterAffinityDistribution<?> affinityDistribution = (ClusterAffinityDistribution<?>)result.get(evaluator.getTargetFieldName());

	assertEquals("2", affinityDistribution.getResult());

	checkValue("2", 1d, result, "first");
	checkValue("3", 4d, result, "second");
	checkValue("1", 16d, result, "third");
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:17，代码来源:RankingTest.java

示例7: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
@Test
public void evaluate() throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	List<TargetField> targetFields = evaluator.getTargetFields();

	assertEquals(0, targetFields.size());

	try {
		evaluator.getTargetField();

		fail();
	} catch(EvaluationException ee){
		// Ignored
	}

	assertEquals(Evaluator.DEFAULT_TARGET_NAME, evaluator.getTargetFieldName());

	Map<FieldName, ?> arguments = createArguments("input", 2d);

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	assertEquals(1, result.size());

	assertEquals(2d * 2d, (Double)getTarget(result, Evaluator.DEFAULT_TARGET_NAME), 1e-8d);
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:27，代码来源:ModelNestingTest.java

示例8: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
@Test
public void evaluate() throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	Map<FieldName, ?> arguments = createArguments("input", (2d * 0.8d), "target", "yes");

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	FieldName field = FieldName.create("residual");

	assertEquals(0.2d, (Double)getOutput(result, field), 1e-8);

	arguments = createArguments("input", (2d * 0.8d), "target", "no");

	result = evaluator.evaluate(arguments);

	assertEquals(-0.8d, (Double)getOutput(result, field), 1e-8);
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:19，代码来源:CategoricalResidualTest.java

示例9: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
@Test
public void evaluate() throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	Model model = evaluator.getModel();

	Map<FieldName, ?> arguments = createArguments("input", null);

	Map<FieldName, ?> result = evaluator.evaluate(arguments);
	assertEquals(1, result.size());

	assertEquals(432.21d, getTarget(result, Evaluator.DEFAULT_TARGET_NAME));

	Targets targets = model.getTargets();
	for(Target target : targets){
		List<TargetValue> targetValues = target.getTargetValues();

		targetValues.clear();
	}

	result = evaluator.evaluate(arguments);

	assertEquals(1, result.size());

	assertEquals(null, getTarget(result, Evaluator.DEFAULT_TARGET_NAME));
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:27，代码来源:DefaultValueTest.java

示例10: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
@Test
public void evaluate() throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	Map<FieldName, ?> arguments = createArguments("x1", 3d, "x2", 3d);

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	ProbabilityDistribution<?> targetValue = (ProbabilityDistribution<?>)result.get(evaluator.getTargetFieldName());

	assertEquals("yes", targetValue.getResult());

	assertNotNull(targetValue.getPredictionReport());

	double value = (3d * -28.6617384d + 3d * -20.42027426d + 125.56601826d);

	assertEquals(Math.exp(0d) / (Math.exp(0d) + Math.exp(value)), targetValue.getProbability("yes"), 1e-8);
	assertEquals(Math.exp(value) / (Math.exp(0d) + Math.exp(value)), targetValue.getProbability("no"), 1e-8);

	assertNotNull(targetValue.getProbabilityReport("yes"));
	assertNotNull(targetValue.getProbabilityReport("no"));
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:23，代码来源:EmptyTargetCategoryTest.java

示例11: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
private String evaluate(double x1, double x2) throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	Map<FieldName, ?> arguments = createArguments("x1", x1, "x2", x2);

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	Classification<?> targetValue = (Classification<?>)result.get(evaluator.getTargetFieldName());

	return (String)targetValue.getResult();
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:12，代码来源:AlternateBinaryTargetCategoryTest.java

示例12: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
private double evaluate(double x1, double x2) throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	Map<FieldName, ?> arguments = createArguments("x1", x1, "x2", x2);

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	Regression<?> targetValue = (Regression<?>)result.get(evaluator.getTargetFieldName());

	return (Double)targetValue.getResult();
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:12，代码来源:VectorInstanceTest.java

示例13: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
@Test
public void evaluate() throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	List<InputField> activeFields = evaluator.getActiveFields();

	assertEquals(1, activeFields.size());

	List<InputField> inputFields = new ArrayList<>(evaluator.getInputFields());

	assertEquals(2, inputFields.size());

	inputFields.removeAll(activeFields);

	assertEquals(1, inputFields.size());

	InputField inputField = Iterables.getOnlyElement(inputFields);

	assertTrue(inputField instanceof TargetReferenceField);

	Map<FieldName, ?> arguments = createArguments("input", 0.8d, "target", 3d);

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	FieldName field = FieldName.create("residual");

	assertEquals(2.6d, (Double)getOutput(result, field), 1e-8);
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:29，代码来源:ContinuousResidualTest.java

示例14: evaluate

import org.jpmml.evaluator.ModelEvaluator; //导入方法依赖的package包/类
@Test
public void evaluate() throws Exception {
	ModelEvaluator<?> evaluator = createModelEvaluator();

	Model model = evaluator.getModel();

	Map<FieldName, ?> arguments = createArguments("input", null);

	Map<FieldName, ?> result = evaluator.evaluate(arguments);

	assertEquals(5, result.size());

	assertEquals("NO", getTarget(result, Evaluator.DEFAULT_TARGET_NAME));

	FieldName field = FieldName.create("I_response");
	FieldName displayField = FieldName.create("U_response");

	assertEquals("NO", getOutput(result, field));
	assertEquals("No", getOutput(result, displayField));

	assertEquals(0.02d, getOutput(result, "P_responseYes"));
	assertEquals(0.98d, getOutput(result, "P_responseNo"));

	Targets targets = model.getTargets();
	for(Target target : targets){
		List<TargetValue> targetValues = target.getTargetValues();

		targetValues.clear();
	}

	result = evaluator.evaluate(arguments);

	assertEquals(1, result.size());

	assertEquals(null, getTarget(result, Evaluator.DEFAULT_TARGET_NAME));
}
开发者ID:jpmml，项目名称:jpmml-evaluator，代码行数:37，代码来源:PriorProbabilitiesTest.java


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