org.jpmml.evaluator

Class ModelEvaluator<M extends Model>

java.lang.Object

org.jpmml.manager.PMMLManager

org.jpmml.manager.ModelManager<M>

org.jpmml.evaluator.ModelEvaluator<M>

All Implemented Interfaces:

Serializable, Evaluator, Consumer

Direct Known Subclasses:

AssociationModelEvaluator, ClusteringModelEvaluator, GeneralRegressionModelEvaluator, MiningModelEvaluator, NaiveBayesModelEvaluator, NearestNeighborModelEvaluator, NeuralNetworkEvaluator, RegressionModelEvaluator, RuleSetModelEvaluator, ScorecardEvaluator, SupportVectorMachineModelEvaluator, TreeModelEvaluator

public abstract class ModelEvaluator<M extends Model>
extends ModelManager<M>
implements Evaluator

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
ModelEvaluator(PMML pmml, M model)

Method Summary

Methods

Modifier and Type	Method and Description
Map<FieldName,?>	evaluate(Map<FieldName,?> arguments)
abstract Map<FieldName,?>	evaluate(ModelEvaluationContext context)
<V> V	getValue(com.google.common.cache.LoadingCache<M,V> cache)
FieldValue	prepare(FieldName name, Object value) Prepares the input value for a field.

Methods inherited from class org.jpmml.manager.ModelManager

getActiveFields, getGroupFields, getLocalDerivedField, getMiningField, getMiningFields, getMiningSchema, getModel, getOrCreateLocalTransformations, getOrCreateOutput, getOrCreateTargets, getOutputField, getOutputFields, getPredictedFields, getSummary, getTarget, getTargetField, resolveDerivedField

Methods inherited from class org.jpmml.manager.PMMLManager

find, find, findAll, getDataDictionary, getDataField, getDerivedField, getFunction, getHeader, getModel, getModelManager, getModels, getOrCreateTransformationDictionary, 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, getGroupFields, getMiningField, getOutputField, getOutputFields, getPredictedFields, getSummary, getTargetField

Constructor Detail

ModelEvaluator

public ModelEvaluator(PMML pmml,
              M model)

Method Detail

evaluate

public abstract Map<FieldName,?> evaluate(ModelEvaluationContext context)

prepare

public FieldValue prepare(FieldName name,
                 Object value)

Description copied from interface: Evaluator

Prepares the input value for a field. First, the value is converted from the user-supplied representation to internal representation. Later on, the value is subjected to missing value treatment, invalid value treatment and outlier treatment.

Specified by:

prepare in interface Evaluator

Parameters:

name - The name of the field

See Also:

Consumer.getDataField(FieldName), Consumer.getMiningField(FieldName)

evaluate

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

Specified by:

evaluate in interface Evaluator

Parameters:

arguments - Map of active field values.

Returns:

Map of predicted field and output field values. Simple values are represented using the Java equivalents of PMML data types (eg. String, Integer, Float, Double etc.). Complex values are represented as instances of Computable that return simple values. A missing result is represented by null.

See Also:

Computable

getValue

public <V> V getValue(com.google.common.cache.LoadingCache<M,V> cache)