org.jpmml.manager

Class RegressionModelManager

java.lang.Object

org.jpmml.manager.PMMLManager

org.jpmml.manager.ModelManager<RegressionModel>

org.jpmml.manager.RegressionModelManager

All Implemented Interfaces:

Serializable, Consumer

public class RegressionModelManager
extends ModelManager<RegressionModel>

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
RegressionModelManager()
RegressionModelManager(PMML pmml)
RegressionModelManager(PMML pmml, RegressionModel regressionModel)

Method Summary

Methods

Modifier and Type	Method and Description
static CategoricalPredictor	addCategoricalPredictor(RegressionTable regressionTable, FieldName name, String value, Double coefficient)
static NumericPredictor	addNumericPredictor(RegressionTable regressionTable, FieldName name, Double coefficient)
RegressionModel	createModel(MiningFunctionType miningFunction)
RegressionModel	createRegressionModel()
static CategoricalPredictor	getCategoricalPredictor(RegressionTable regressionTable, FieldName name)
RegressionModel	getModel()
static NumericPredictor	getNumericPredictor(RegressionTable regressionTable, FieldName name)
List<RegressionTable>	getRegressionTables()
String	getSummary() Returns a short description of the underlying Model
FieldName	getTarget()
RegressionModel	setTarget(FieldName name)

Methods inherited from class org.jpmml.manager.ModelManager

addField, addMiningField, ensureNotNull, ensureNull, getActiveFields, getMiningField, getMiningFields, getMiningSchema, getOrCreateLocalTransformations, getOrCreateOutput, getOutputField, getOutputFields, getPredictedFields, resolve

Methods inherited from class org.jpmml.manager.PMMLManager

addDataField, find, find, findAll, getDataDictionary, getDataField, getHeader, getModel, getModelManager, 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

getDataField

Constructor Detail

RegressionModelManager

public RegressionModelManager()

RegressionModelManager

public RegressionModelManager(PMML pmml)

RegressionModelManager

public RegressionModelManager(PMML pmml,
                      RegressionModel regressionModel)

Method Detail

getSummary

public String getSummary()

Description copied from interface: Consumer

Returns a short description of the underlying Model

getModel

public RegressionModel getModel()

Specified by:

getModel in class ModelManager<RegressionModel>

createRegressionModel

public RegressionModel createRegressionModel()

createModel

public RegressionModel createModel(MiningFunctionType miningFunction)

Throws:

ModelManagerException - If the Model already exists

See Also:

getModel()

getTarget

public FieldName getTarget()

Overrides:

getTarget in class ModelManager<RegressionModel>

setTarget

public RegressionModel setTarget(FieldName name)

getRegressionTables

public List<RegressionTable> getRegressionTables()

getNumericPredictor

public static NumericPredictor getNumericPredictor(RegressionTable regressionTable,
                                   FieldName name)

addNumericPredictor

public static NumericPredictor addNumericPredictor(RegressionTable regressionTable,
                                   FieldName name,
                                   Double coefficient)

getCategoricalPredictor

public static CategoricalPredictor getCategoricalPredictor(RegressionTable regressionTable,
                                           FieldName name)

addCategoricalPredictor

public static CategoricalPredictor addCategoricalPredictor(RegressionTable regressionTable,
                                           FieldName name,
                                           String value,
                                           Double coefficient)