Package org.kie.pmml.models.regression.model

Class AbstractKiePMMLTable

java.lang.Object

org.kie.pmml.commons.model.abstracts.AbstractKiePMMLComponent

org.kie.pmml.models.regression.model.AbstractKiePMMLTable

All Implemented Interfaces:

Serializable

Direct Known Subclasses:

KiePMMLClassificationTable, KiePMMLRegressionTable

public abstract class AbstractKiePMMLTable
extends AbstractKiePMMLComponent

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	AbstractKiePMMLTable.Builder<T extends AbstractKiePMMLTable>

Field Summary

Fields

Modifier and Type	Field	Description
protected Map<String,SerializableFunction<String,Double>>	categoricalFunctionMap
protected double	intercept
protected Map<String,SerializableFunction<Double,Double>>	numericFunctionMap
protected Map<String,SerializableFunction<Map<String,Object>,Double>>	predictorTermsFunctionMap
protected SerializableFunction<Double,Double>	resultUpdater
protected Object	targetCategory
protected String	targetField

Fields inherited from class org.kie.pmml.commons.model.abstracts.AbstractKiePMMLComponent

extensions, id, name, parentId

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	AbstractKiePMMLTable(String name, List<KiePMMLExtension> extensions)

Method Summary

Modifier and Type	Method	Description
static double	evaluateCategoricalPredictor(Object input, Map<String,Double> valuesMap)
static double	evaluateNumericWithExponent(double input, double coefficient, double exponent)
static double	evaluateNumericWithoutExponent(double input, double coefficient)
Object	evaluateRegression(Map<String,Object> input, PMMLRuntimeContext context)
Map<String,SerializableFunction<String,Double>>	getCategoricalFunctionMap()
double	getIntercept()
Map<String,SerializableFunction<Double,Double>>	getNumericFunctionMap()
Map<String,SerializableFunction<Map<String,Object>,Double>>	getPredictorTermsFunctionMap()
Object	getTargetCategory()
String	getTargetField()
static double	updateCAUCHITResult(Double y)
static double	updateCLOGLOGResult(Double y)
static double	updateEXPResult(Double y)
static double	updateLOGITResult(Double y)
static double	updateNONEResult(Double y)
static double	updatePROBITResult(Double y)
static double	updateSOFTMAXResult(Double y)

Methods inherited from class org.kie.pmml.commons.model.abstracts.AbstractKiePMMLComponent

getExtensions, getId, getName, getParentId, setParentId

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Details

numericFunctionMap

protected Map<String,SerializableFunction<Double,Double>> numericFunctionMap

categoricalFunctionMap

protected Map<String,SerializableFunction<String,Double>> categoricalFunctionMap

predictorTermsFunctionMap

protected Map<String,SerializableFunction<Map<String,Object>,Double>> predictorTermsFunctionMap

resultUpdater

protected SerializableFunction<Double,Double> resultUpdater

intercept

protected double intercept

targetField

protected String targetField

targetCategory

protected Object targetCategory

Constructor Details

AbstractKiePMMLTable

protected AbstractKiePMMLTable(String name,
 List<KiePMMLExtension> extensions)

Method Details

getTargetCategory

public Object getTargetCategory()

evaluateRegression

public Object evaluateRegression(Map<String,Object> input,
 PMMLRuntimeContext context)

getTargetField

public String getTargetField()

getNumericFunctionMap

public Map<String,SerializableFunction<Double,Double>> getNumericFunctionMap()

getCategoricalFunctionMap

public Map<String,SerializableFunction<String,Double>> getCategoricalFunctionMap()

getPredictorTermsFunctionMap

public Map<String,SerializableFunction<Map<String,Object>,Double>> getPredictorTermsFunctionMap()

getIntercept

public double getIntercept()

evaluateNumericWithExponent

public static double evaluateNumericWithExponent(double input,
 double coefficient,
 double exponent)

evaluateNumericWithoutExponent

public static double evaluateNumericWithoutExponent(double input,
 double coefficient)

evaluateCategoricalPredictor

public static double evaluateCategoricalPredictor(Object input,
 Map<String,Double> valuesMap)

updateSOFTMAXResult

public static double updateSOFTMAXResult(Double y)

updateLOGITResult

public static double updateLOGITResult(Double y)

updateEXPResult

public static double updateEXPResult(Double y)

updatePROBITResult

public static double updatePROBITResult(Double y)

updateCLOGLOGResult

public static double updateCLOGLOGResult(Double y)

updateCAUCHITResult

public static double updateCAUCHITResult(Double y)

updateNONEResult

public static double updateNONEResult(Double y)