org.jpmml.manager

Class ModelManager<M extends Model>

java.lang.Object

org.jpmml.manager.PMMLManager

org.jpmml.manager.ModelManager<M>

All Implemented Interfaces:

Serializable, Consumer

Direct Known Subclasses:

AssociationModelManager, MiningModelManager, NeuralNetworkManager, RegressionModelManager, ScorecardManager, TreeModelManager

public abstract class ModelManager<M extends Model>
extends PMMLManager
implements Consumer

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
ModelManager()
ModelManager(PMML pmml)

Method Summary

Methods

Modifier and Type	Method and Description
void	addField(FieldName name, String displayName, OpType opType, DataType dataType, FieldUsageType fieldUsageType) Convenience method for adding a field declaration to DataDictionary and MiningSchema.
MiningField	addMiningField(FieldName name, FieldUsageType usageType)
List<FieldName>	getActiveFields() Gets the independent (ie.
List<FieldName>	getGroupFields() Gets the grouping fields of a Model from its MiningSchema.
MiningField	getMiningField(FieldName name) Gets the definition of a field from the MiningSchema.
List<FieldName>	getMiningFields(FieldUsageType fieldUsageType)
MiningSchema	getMiningSchema()
abstract M	getModel()
LocalTransformations	getOrCreateLocalTransformations()
Output	getOrCreateOutput()
OutputField	getOutputField(FieldName name) Gets the definition of a field from the Output
List<FieldName>	getOutputFields() Gets the output fields of a Model from its Output.
List<FieldName>	getPredictedFields() Gets the dependent (ie.
FieldName	getTargetField() Convenience method for retrieving the sole predicted field.
protected static <E extends Entity> void	putEntity(E entity, com.google.common.collect.BiMap<String,E> map)
DerivedField	resolveField(FieldName name)

Methods inherited from class org.jpmml.manager.PMMLManager

addDataField, find, find, findAll, getDataDictionary, getDataField, getHeader, getModel, getModelManager, getModelManager, getModels, getOrCreateTransformationDictionary, getPmml, resolveFunction

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

getDataField, getSummary

Constructor Detail

ModelManager

public ModelManager()

ModelManager

public ModelManager(PMML pmml)

Method Detail

getModel

public abstract M getModel()

addField

public void addField(FieldName name,
            String displayName,
            OpType opType,
            DataType dataType,
            FieldUsageType fieldUsageType)

Convenience method for adding a field declaration to DataDictionary and MiningSchema.

See Also:

PMMLManager.addDataField(FieldName, String, OpType, DataType), addMiningField(FieldName, FieldUsageType)

getActiveFields

public List<FieldName> getActiveFields()

Description copied from interface: Consumer

Gets the independent (ie. input) fields of a Model from its MiningSchema.

Specified by:

getActiveFields in interface Consumer

See Also:

getActiveFields()

getGroupFields

public List<FieldName> getGroupFields()

Description copied from interface: Consumer

Gets the grouping fields of a Model from its MiningSchema. A model should have no more than 1 grouping field.

Specified by:

getGroupFields in interface Consumer

See Also:

getGroupFields()

getTargetField

public FieldName getTargetField()

Description copied from interface: Consumer

Convenience method for retrieving the sole predicted field.

Specified by:

getTargetField in interface Consumer

Returns:

The sole predicted field

See Also:

getTargetField()

getPredictedFields

public List<FieldName> getPredictedFields()

Description copied from interface: Consumer

Gets the dependent (ie. output) field(s) of a Model from its MiningSchema.

Specified by:

getPredictedFields in interface Consumer

See Also:

getPredictedFields()

getMiningFields

public List<FieldName> getMiningFields(FieldUsageType fieldUsageType)

getMiningField

public MiningField getMiningField(FieldName name)

Description copied from interface: Consumer

Gets the definition of a field from the MiningSchema.

Specified by:

getMiningField in interface Consumer

See Also:

Consumer.getActiveFields(), Consumer.getPredictedFields(), getMiningField(FieldName)

addMiningField

public MiningField addMiningField(FieldName name,
                         FieldUsageType usageType)

getOutputFields

public List<FieldName> getOutputFields()

Description copied from interface: Consumer

Gets the output fields of a Model from its Output.

Specified by:

getOutputFields in interface Consumer

See Also:

getOutputFields()

getOutputField

public OutputField getOutputField(FieldName name)

Description copied from interface: Consumer

Gets the definition of a field from the Output

Specified by:

getOutputField in interface Consumer

See Also:

Consumer.getOutputFields()

resolveField

public DerivedField resolveField(FieldName name)

Overrides:

resolveField in class PMMLManager

getMiningSchema

public MiningSchema getMiningSchema()

getOrCreateLocalTransformations

public LocalTransformations getOrCreateLocalTransformations()

getOrCreateOutput

public Output getOrCreateOutput()

putEntity

protected static <E extends Entity> void putEntity(E entity,
                                com.google.common.collect.BiMap<String,E> map)