org.jpmml.evaluator.neural_network

Class NeuralNetworkEvaluator

java.lang.Object

org.jpmml.evaluator.ModelManager<M>

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

org.jpmml.evaluator.neural_network.NeuralNetworkEvaluator

All Implemented Interfaces:

Serializable, Evaluator, HasActiveFields, HasEntityRegistry<org.dmg.pmml.neural_network.NeuralEntity>, HasInputFields, HasModel<org.dmg.pmml.neural_network.NeuralNetwork>, HasPMML, HasResultFields

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

See Also:

Serialized Form

Field Summary

Fields inherited from interface org.jpmml.evaluator.Evaluator

DEFAULT_TARGET_NAME

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method and Description
protected <V extends Number> Map<org.dmg.pmml.FieldName,? extends Classification<?,V>>	evaluateClassification(ValueFactory<V> valueFactory, EvaluationContext context)
protected <V extends Number> Map<org.dmg.pmml.FieldName,?>	evaluateRegression(ValueFactory<V> valueFactory, EvaluationContext context)
com.google.common.collect.BiMap<String,org.dmg.pmml.neural_network.NeuralEntity>	getEntityRegistry()
String	getSummary() Gets a short description of the Model.

Methods inherited from class org.jpmml.evaluator.ModelEvaluator

assessParentCompatibility, assessPurity, configure, createClassification, createEvaluationContext, createInputFields, createInputFields, createOutputFields, createTargetFields, ensureConfiguration, ensureModelEvaluatorFactory, ensureOutputFilter, ensureValueFactory, ensureValueFactoryFactory, evaluate, evaluateAssociationRules, evaluateClustering, evaluateInternal, evaluateMixed, evaluateSequences, evaluateTimeSeries, getConfiguration, getInputMapper, getNumberOfVisibleFields, getResultMapper, isParentCompatible, isPure, processArguments, processResults, verify

Methods inherited from class org.jpmml.evaluator.ModelManager

addResultFeatures, createMiningSchemaException, getActiveFields, getDataField, getDefaultDataField, getDefineFunction, getDerivedField, getInputFields, getLocalDerivedField, getMathContext, getMiningField, getMiningFunction, getModel, getOutputField, getOutputFields, getPMML, getResultFeatures, getTarget, getTargetField, getTargetFields, getTargetName, getValue, getValue, getVisibleFields, hasLocalDerivedFields, hasOutputFields, hasResultFeature, resetInputFields, resetResultFields, resolveField, setDefaultDataField

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.Evaluator

getMiningFunction

Methods inherited from interface org.jpmml.evaluator.HasInputFields

getInputFields

Methods inherited from interface org.jpmml.evaluator.HasActiveFields

getActiveFields

Methods inherited from interface org.jpmml.evaluator.HasResultFields

getOutputFields, getTargetFields

Constructor Detail

NeuralNetworkEvaluator

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

NeuralNetworkEvaluator

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

Method Detail

getSummary

public String getSummary()

Description copied from interface: Evaluator

Gets a short description of the Model.

Specified by:

getSummary in interface Evaluator

getEntityRegistry

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

Specified by:

getEntityRegistry in interface HasEntityRegistry<org.dmg.pmml.neural_network.NeuralEntity>

Returns:

A bidirectional map between Entity identifiers and Entity instances.

evaluateRegression

protected <V extends Number> Map<org.dmg.pmml.FieldName,?> evaluateRegression(ValueFactory<V> valueFactory,
                                                                              EvaluationContext context)

Overrides:

evaluateRegression in class ModelEvaluator<org.dmg.pmml.neural_network.NeuralNetwork>

evaluateClassification

protected <V extends Number> Map<org.dmg.pmml.FieldName,? extends Classification<?,V>> evaluateClassification(ValueFactory<V> valueFactory,
                                                                                                              EvaluationContext context)

Overrides:

evaluateClassification in class ModelEvaluator<org.dmg.pmml.neural_network.NeuralNetwork>