org.jpmml.evaluator.nearest_neighbor

Class NearestNeighborModelEvaluator

java.lang.Object

org.jpmml.evaluator.PMMLManager

org.jpmml.evaluator.ModelManager<M>

org.jpmml.evaluator.ModelEvaluator<org.dmg.pmml.nearest_neighbor.NearestNeighborModel>

org.jpmml.evaluator.nearest_neighbor.NearestNeighborModelEvaluator

All Implemented Interfaces:

Serializable, Evaluator, HasActiveFields, HasInputFields, HasModel<org.dmg.pmml.nearest_neighbor.NearestNeighborModel>, HasPMML, HasResultFields

public class NearestNeighborModelEvaluator
extends ModelEvaluator<org.dmg.pmml.nearest_neighbor.NearestNeighborModel>

See Also:

Serialized Form

Field Summary

Fields inherited from interface org.jpmml.evaluator.Evaluator

DEFAULT_TARGET_NAME

Constructor Summary

Constructors

Constructor and Description
NearestNeighborModelEvaluator(org.dmg.pmml.PMML pmml)
NearestNeighborModelEvaluator(org.dmg.pmml.PMML pmml, org.dmg.pmml.nearest_neighbor.NearestNeighborModel nearestNeighborModel)

Method Summary

Modifier and Type	Method and Description
protected <V extends Number> Map<String,AffinityDistribution<V>>	evaluateClassification(ValueFactory<V> valueFactory, EvaluationContext context)
protected <V extends Number> Map<String,AffinityDistribution<V>>	evaluateClustering(ValueFactory<V> valueFactory, EvaluationContext context)
protected <V extends Number> Map<String,AffinityDistribution<V>>	evaluateMixed(ValueFactory<V> valueFactory, EvaluationContext context)
protected <V extends Number> Map<String,AffinityDistribution<V>>	evaluateRegression(ValueFactory<V> valueFactory, EvaluationContext context)
DefaultDataField	getDefaultDataField()
String	getSummary() Gets a short description of the Model.

Methods inherited from class org.jpmml.evaluator.ModelEvaluator

assessParentCompatibility, assessPurity, configure, createClassification, createEvaluationContext, ensureConfiguration, ensureModelEvaluatorFactory, ensureOutputFilter, ensureValueFactory, ensureValueFactoryFactory, evaluate, evaluateAssociationRules, evaluateInternal, evaluateSequences, evaluateTimeSeries, filterInputFields, filterOutputFields, filterTargetFields, getConfiguration, getInputMapper, getNumberOfVisibleFields, getResultMapper, isParentCompatible, isPure, processArguments, processResults, verify

Methods inherited from class org.jpmml.evaluator.ModelManager

addResultFeatures, collectResultFeatures, collectSegmentResultFeatures, createInputFields, createInputFields, createMiningSchemaException, createOutputFields, createTargetFields, getActiveFields, getDataField, getInputFields, getLocalDerivedField, getMathContext, getMiningField, getMiningFunction, getModel, getOutputField, getOutputFields, getResultFeatures, getTarget, getTargetField, getTargetFields, getTargetName, getVisibleFields, hasLocalDerivedFields, hasOutputFields, hasResultFeature, resetInputFields, resetResultFields, resolveField, setDefaultDataField

Methods inherited from class org.jpmml.evaluator.PMMLManager

getDefineFunction, getDerivedField, getPMML, toImmutableListMap, toImmutableMapMap, toImmutableSetMap

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

Methods inherited from interface org.jpmml.evaluator.HasPMML

getPMML

Constructor Detail

NearestNeighborModelEvaluator

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

NearestNeighborModelEvaluator

public NearestNeighborModelEvaluator(org.dmg.pmml.PMML pmml,
                                     org.dmg.pmml.nearest_neighbor.NearestNeighborModel nearestNeighborModel)

Method Detail

getSummary

public String getSummary()

Description copied from interface: Evaluator

Gets a short description of the Model.

getDefaultDataField

public DefaultDataField getDefaultDataField()

Overrides:

getDefaultDataField in class ModelManager<org.dmg.pmml.nearest_neighbor.NearestNeighborModel>

Returns:

A synthetic DataField element describing the default target field.

evaluateRegression

protected <V extends Number> Map<String,AffinityDistribution<V>> evaluateRegression(ValueFactory<V> valueFactory,
                                                                                    EvaluationContext context)

Overrides:

evaluateRegression in class ModelEvaluator<org.dmg.pmml.nearest_neighbor.NearestNeighborModel>

evaluateClassification

protected <V extends Number> Map<String,AffinityDistribution<V>> evaluateClassification(ValueFactory<V> valueFactory,
                                                                                        EvaluationContext context)

Overrides:

evaluateClassification in class ModelEvaluator<org.dmg.pmml.nearest_neighbor.NearestNeighborModel>

evaluateMixed

protected <V extends Number> Map<String,AffinityDistribution<V>> evaluateMixed(ValueFactory<V> valueFactory,
                                                                               EvaluationContext context)

Overrides:

evaluateMixed in class ModelEvaluator<org.dmg.pmml.nearest_neighbor.NearestNeighborModel>

evaluateClustering

protected <V extends Number> Map<String,AffinityDistribution<V>> evaluateClustering(ValueFactory<V> valueFactory,
                                                                                    EvaluationContext context)

Overrides:

evaluateClustering in class ModelEvaluator<org.dmg.pmml.nearest_neighbor.NearestNeighborModel>