org.jpmml.evaluator

Class NeuralNetworkEvaluator

java.lang.Object

org.jpmml.evaluator.PMMLManager

org.jpmml.evaluator.ModelManager<M>

org.jpmml.evaluator.ModelEvaluator<org.dmg.pmml.NeuralNetwork>

org.jpmml.evaluator.NeuralNetworkEvaluator

All Implemented Interfaces:

Serializable, Consumer, Evaluator, HasEntityRegistry<org.dmg.pmml.Entity>

public class NeuralNetworkEvaluator
extends ModelEvaluator<org.dmg.pmml.NeuralNetwork>
implements HasEntityRegistry<org.dmg.pmml.Entity>

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
NeuralNetworkEvaluator(org.dmg.pmml.PMML pmml)
NeuralNetworkEvaluator(org.dmg.pmml.PMML pmml, org.dmg.pmml.NeuralNetwork neuralNetwork)

Method Summary

Methods

Modifier and Type	Method and Description
Map<org.dmg.pmml.FieldName,?>	evaluate(ModelEvaluationContext context)
Map<String,Double>	evaluateRaw(EvaluationContext context) Evaluates neural network.
com.google.common.collect.BiMap<String,org.dmg.pmml.Entity>	getEntityRegistry()
String	getSummary() Gets a short description of the Model.

Methods inherited from class org.jpmml.evaluator.ModelEvaluator

createContext, evaluate, getDataField, getDataField, getValue, getValue, prepare, verify

Methods inherited from class org.jpmml.evaluator.ModelManager

getActiveFields, getGroupFields, getLocalDerivedField, getMiningField, getMiningFields, getMiningFunction, getModel, getOrderFields, getOutputField, getOutputFields, getTarget, getTargetField, getTargetFields, resolveDerivedField

Methods inherited from class org.jpmml.evaluator.PMMLManager

getDerivedField, getFunction, getPMML

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface org.jpmml.evaluator.Consumer

getActiveFields, getGroupFields, getMiningField, getMiningFunction, getOrderFields, getOutputField, getOutputFields, getTarget, getTargetField, getTargetFields

Constructor Detail

NeuralNetworkEvaluator

public NeuralNetworkEvaluator(org.dmg.pmml.PMML pmml)

NeuralNetworkEvaluator

public NeuralNetworkEvaluator(org.dmg.pmml.PMML pmml,
                      org.dmg.pmml.NeuralNetwork neuralNetwork)

Method Detail

getSummary

public String getSummary()

Description copied from interface: Consumer

Gets a short description of the Model.

Specified by:

getSummary in interface Consumer

Overrides:

getSummary in class ModelManager<org.dmg.pmml.NeuralNetwork>

getEntityRegistry

public com.google.common.collect.BiMap<String,org.dmg.pmml.Entity> getEntityRegistry()

Specified by:

getEntityRegistry in interface HasEntityRegistry<org.dmg.pmml.Entity>

Returns:

A bidirectional map between Entity identifiers and Entity instances.

evaluate

public Map<org.dmg.pmml.FieldName,?> evaluate(ModelEvaluationContext context)

Specified by:

evaluate in class ModelEvaluator<org.dmg.pmml.NeuralNetwork>

evaluateRaw

public Map<String,Double> evaluateRaw(EvaluationContext context)

Evaluates neural network.

Returns:

Mapping between Entity identifiers and their outputs

See Also:

NeuralInput.getId(), Neuron.getId()