org.jpmml.evaluator
Class NeuralNetworkEvaluator

java.lang.Object
  org.jpmml.manager.PMMLManager
      org.jpmml.manager.ModelManager<NeuralNetwork>
          org.jpmml.manager.NeuralNetworkManager
              org.jpmml.evaluator.NeuralNetworkEvaluator

All Implemented Interfaces:

Evaluator, Consumer

public class NeuralNetworkEvaluator
extends NeuralNetworkManager
implements Evaluator

Constructor Summary

NeuralNetworkEvaluator(NeuralNetworkManager parent)

NeuralNetworkEvaluator(PMML pmml)

NeuralNetworkEvaluator(PMML pmml, NeuralNetwork neuralNetwork)

Method Summary

Map<FieldName,?>	evaluate(Map<FieldName,?> parameters)
Map<FieldName,Map<String,Double>>	evaluateClassification(Map<FieldName,?> parameters)
Map<String,Double>	evaluateRaw(Map<FieldName,?> parameters) Evaluate neural network.
Map<FieldName,Double>	evaluateRegression(Map<FieldName,?> parameters)

Methods inherited from class org.jpmml.manager.NeuralNetworkManager

addConnection, addConnection, addNeuralInput, addNeuralLayer, addNeuralOutput, addNeuron, createModel, getModel, getNeuralInputs, getNeuralLayers, getNeuronCount, getOrCreateNeuralOutputs, getSummary

Methods inherited from class org.jpmml.manager.ModelManager

addField, addMiningField, ensureNotNull, ensureNull, getActiveFields, getFields, getMiningField, getMiningSchema, getPredictedFields

Methods inherited from class org.jpmml.manager.PMMLManager

addDataField, find, findAll, getDataDictionary, getDataField, getHeader, getModel, getModelManager, getModelManager, getModels, 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.manager.Consumer

getActiveFields, getDataField, getPredictedFields, getSummary

Constructor Detail

NeuralNetworkEvaluator

public NeuralNetworkEvaluator(PMML pmml)

NeuralNetworkEvaluator

public NeuralNetworkEvaluator(PMML pmml,
                              NeuralNetwork neuralNetwork)

NeuralNetworkEvaluator

public NeuralNetworkEvaluator(NeuralNetworkManager parent)

Method Detail

evaluate

public Map<FieldName,?> evaluate(Map<FieldName,?> parameters)

Specified by:

evaluate in interface Evaluator

See Also:

evaluateRegression(Map), evaluateClassification(Map)

evaluateRegression

public Map<FieldName,Double> evaluateRegression(Map<FieldName,?> parameters)

evaluateClassification

public Map<FieldName,Map<String,Double>> evaluateClassification(Map<FieldName,?> parameters)

evaluateRaw

public Map<String,Double> evaluateRaw(Map<FieldName,?> parameters)

Evaluate neural network.

Parameters:

parameters - Mapping between input data fields and their values

Returns:

Mapping between Neuron ids and their outputs