Package org.jpmml.evaluator.clustering

Class ClusteringModelEvaluator

java.lang.Object

org.jpmml.evaluator.PMMLManager

org.jpmml.evaluator.ModelManager<M>

org.jpmml.evaluator.ModelEvaluator<org.dmg.pmml.clustering.ClusteringModel>

org.jpmml.evaluator.clustering.ClusteringModelEvaluator

All Implemented Interfaces:

java.io.Serializable, Evaluator, HasActiveFields, HasEntityRegistry<org.dmg.pmml.clustering.Cluster>, HasInputFields, HasModel<org.dmg.pmml.clustering.ClusteringModel>, HasPMML, HasResultFields

public class ClusteringModelEvaluator
extends ModelEvaluator<org.dmg.pmml.clustering.ClusteringModel>
implements HasEntityRegistry<org.dmg.pmml.clustering.Cluster>

See Also:

Serialized Form

Field Summary

Fields inherited from interface org.jpmml.evaluator.Evaluator

DEFAULT_TARGET_NAME

Constructor Summary

Constructors

Constructor	Description
ClusteringModelEvaluator(org.dmg.pmml.PMML pmml)
ClusteringModelEvaluator(org.dmg.pmml.PMML pmml, org.dmg.pmml.clustering.ClusteringModel clusteringModel)

Method Summary

Modifier and Type	Method	Description
protected <V extends java.lang.Number> java.util.Map<java.lang.String,ClusterAffinityDistribution<V>>	evaluateClustering(ValueFactory<V> valueFactory, EvaluationContext context)
com.google.common.collect.BiMap<java.lang.String,org.dmg.pmml.clustering.Cluster>	getEntityRegistry()
java.lang.String	getSummary()	Gets a short description of the Model.
org.dmg.pmml.Target	getTarget(java.lang.String name)

Methods inherited from class org.jpmml.evaluator.ModelEvaluator

assessParentCompatibility, assessPurity, configure, createClassification, createEvaluationContext, ensureConfiguration, ensureModelEvaluatorFactory, ensureOutputFilter, ensureValueFactory, ensureValueFactoryFactory, evaluate, evaluateAssociationRules, evaluateClassification, evaluateInternal, evaluateMixed, evaluateOutput, evaluateRegression, 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, getDefaultDataField, getInputFields, getLocalDerivedField, getMathContext, getMiningField, getMiningFunction, getModel, getOutputField, getOutputFields, getResultFeatures, 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.HasActiveFields

getActiveFields

Methods inherited from interface org.jpmml.evaluator.HasInputFields

getInputFields

Methods inherited from interface org.jpmml.evaluator.HasPMML

getPMML

Methods inherited from interface org.jpmml.evaluator.HasResultFields

getOutputFields, getTargetFields

Constructor Detail

ClusteringModelEvaluator

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

ClusteringModelEvaluator

public ClusteringModelEvaluator(org.dmg.pmml.PMML pmml,
                                org.dmg.pmml.clustering.ClusteringModel clusteringModel)

Method Detail

getSummary

public java.lang.String getSummary()

Description copied from interface: Evaluator

Gets a short description of the Model.

Specified by:

getSummary in interface Evaluator

getTarget

public org.dmg.pmml.Target getTarget(java.lang.String name)

Overrides:

getTarget in class ModelManager<org.dmg.pmml.clustering.ClusteringModel>

Returns:

null Always.

getEntityRegistry

public com.google.common.collect.BiMap<java.lang.String,org.dmg.pmml.clustering.Cluster> getEntityRegistry()

Specified by:

getEntityRegistry in interface HasEntityRegistry<org.dmg.pmml.clustering.Cluster>

Returns:

A bidirectional map between Entity identifiers and Entity instances.

evaluateClustering

protected <V extends java.lang.Number> java.util.Map<java.lang.String,ClusterAffinityDistribution<V>> evaluateClustering(ValueFactory<V> valueFactory,
                                                                                                                               EvaluationContext context)

Overrides:

evaluateClustering in class ModelEvaluator<org.dmg.pmml.clustering.ClusteringModel>