org.jpmml.evaluator

Class MiningModelEvaluator

java.lang.Object

org.jpmml.evaluator.PMMLManager

org.jpmml.evaluator.ModelManager<M>

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

org.jpmml.evaluator.MiningModelEvaluator

All Implemented Interfaces:

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

public class MiningModelEvaluator
extends ModelEvaluator<org.dmg.pmml.MiningModel>
implements HasEntityRegistry<org.dmg.pmml.Segment>

See Also:

Serialized Form

Field Summary

Fields inherited from class org.jpmml.evaluator.ModelManager

ACTIVE_TYPES, GROUP_TYPES, ORDER_TYPES, TARGET_TYPES

Fields inherited from interface org.jpmml.evaluator.Evaluator

DEFAULT_TARGET

Constructor Summary

Constructors

Constructor and Description
MiningModelEvaluator(org.dmg.pmml.PMML pmml)
MiningModelEvaluator(org.dmg.pmml.PMML pmml, org.dmg.pmml.MiningModel miningModel)

Method Summary

Methods

Modifier and Type	Method and Description
Map<org.dmg.pmml.FieldName,?>	evaluate(Map<org.dmg.pmml.FieldName,?> arguments) Evaluates the model with the specified arguments.
Map<org.dmg.pmml.FieldName,?>	evaluate(MiningModelEvaluationContext context)
Map<org.dmg.pmml.FieldName,?>	evaluate(ModelEvaluationContext context)
protected org.dmg.pmml.DataField	getDataField()
com.google.common.collect.BiMap<String,org.dmg.pmml.Segment>	getEntityRegistry()
ModelEvaluatorFactory	getEvaluatorFactory()
String	getSummary() Gets a short description of the Model.
void	setEvaluatorFactory(ModelEvaluatorFactory evaluatorFactory)

Methods inherited from class org.jpmml.evaluator.ModelEvaluator

getDataField, getDefineFunction, getDerivedField, getLocalDerivedField, getMiningField, getMiningFields, getOutputField, getOutputFields, getTarget, getTargetField, getTargetFields, getValue, getValue, prepare, verify

Methods inherited from class org.jpmml.evaluator.ModelManager

getActiveFields, getGroupFields, getMiningFunction, getModel, getOrderFields

Methods inherited from class org.jpmml.evaluator.PMMLManager

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, getMiningFunction, getOrderFields

Constructor Detail

MiningModelEvaluator

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

MiningModelEvaluator

public MiningModelEvaluator(org.dmg.pmml.PMML pmml,
                    org.dmg.pmml.MiningModel miningModel)

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.MiningModel>

getEntityRegistry

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

Specified by:

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

Returns:

A bidirectional map between Entity identifiers and Entity instances.

getDataField

protected org.dmg.pmml.DataField getDataField()

Overrides:

getDataField in class ModelEvaluator<org.dmg.pmml.MiningModel>

Returns:

A synthetic DataField describing the default target field.

evaluate

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

Description copied from interface: Evaluator

Evaluates the model with the specified arguments.

Specified by:

evaluate in interface Evaluator

Overrides:

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

Parameters:

arguments - Map of active field values.

Returns:

Map of target field and output field values. A target field could be mapped to a complex value or a simple value. An output field is always mapped to a simple value. Complex values are represented as instances of Computable that return simple values. Simple values are represented using the Java equivalents of PMML data types (eg. String, Integer, Float, Double etc.). A missing value is represented by null.

See Also:

Computable

evaluate

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

Specified by:

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

evaluate

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

getEvaluatorFactory

public ModelEvaluatorFactory getEvaluatorFactory()

setEvaluatorFactory

public void setEvaluatorFactory(ModelEvaluatorFactory evaluatorFactory)