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

Class KiePMMLRegressionTable

java.lang.Object

org.kie.pmml.models.regression.model.KiePMMLRegressionTable

All Implemented Interfaces:

Serializable

Direct Known Subclasses:

KiePMMLRegressionClassificationTable

public abstract class KiePMMLRegressionTable
extends Object
implements Serializable

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
protected Map<String,org.kie.pmml.api.iinterfaces.SerializableFunction<String,Double>>	categoricalFunctionMap
protected double	intercept
protected Map<String,org.kie.pmml.api.iinterfaces.SerializableFunction<Double,Double>>	numericFunctionMap
protected Map<String,org.kie.pmml.api.iinterfaces.SerializableFunction<Map<String,Object>,Double>>	predictorTermsFunctionMap
protected org.kie.pmml.api.iinterfaces.SerializableFunction<Double,Double>	resultUpdater
protected Object	targetCategory
protected String	targetField

Constructor Summary

Constructors

Constructor	Description
KiePMMLRegressionTable()

Method Summary

Modifier and Type	Method	Description
protected double	evaluateCategoricalPredictor(Object input, Map<String,Double> valuesMap)
protected double	evaluateNumericWithExponent(double input, double coefficient, double exponent)
protected double	evaluateNumericWithoutExponent(double input, double coefficient)
Object	evaluateRegression(Map<String,Object> input, org.kie.pmml.api.runtime.PMMLContext context)
Map<String,org.kie.pmml.api.iinterfaces.SerializableFunction<String,Double>>	getCategoricalFunctionMap()
double	getIntercept()
Map<String,org.kie.pmml.api.iinterfaces.SerializableFunction<Double,Double>>	getNumericFunctionMap()
Map<String,org.kie.pmml.api.iinterfaces.SerializableFunction<Map<String,Object>,Double>>	getPredictorTermsFunctionMap()
Object	getTargetCategory()
String	getTargetField()
protected double	updateCAUCHITResult(Double y)
protected double	updateCLOGLOGResult(Double y)
protected double	updateEXPResult(Double y)
protected double	updateLOGITResult(Double y)
protected double	updateNONEResult(Double y)
protected double	updatePROBITResult(Double y)
protected double	updateSOFTMAXResult(Double y)

Methods inherited from class java.lang.Object

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

Field Detail

numericFunctionMap

protected Map<String,org.kie.pmml.api.iinterfaces.SerializableFunction<Double,Double>> numericFunctionMap

categoricalFunctionMap

protected Map<String,org.kie.pmml.api.iinterfaces.SerializableFunction<String,Double>> categoricalFunctionMap

predictorTermsFunctionMap

protected Map<String,org.kie.pmml.api.iinterfaces.SerializableFunction<Map<String,Object>,Double>> predictorTermsFunctionMap

resultUpdater

protected org.kie.pmml.api.iinterfaces.SerializableFunction<Double,Double> resultUpdater

intercept

protected double intercept

targetField

protected String targetField

targetCategory

protected Object targetCategory

Constructor Detail

KiePMMLRegressionTable

public KiePMMLRegressionTable()

Method Detail

getTargetCategory

public Object getTargetCategory()

evaluateRegression

public Object evaluateRegression(Map<String,Object> input,
                                 org.kie.pmml.api.runtime.PMMLContext context)

getTargetField

public String getTargetField()

getNumericFunctionMap

public Map<String,org.kie.pmml.api.iinterfaces.SerializableFunction<Double,Double>> getNumericFunctionMap()

getCategoricalFunctionMap

public Map<String,org.kie.pmml.api.iinterfaces.SerializableFunction<String,Double>> getCategoricalFunctionMap()

getPredictorTermsFunctionMap

public Map<String,org.kie.pmml.api.iinterfaces.SerializableFunction<Map<String,Object>,Double>> getPredictorTermsFunctionMap()

getIntercept

public double getIntercept()

evaluateNumericWithExponent

protected double evaluateNumericWithExponent(double input,
                                             double coefficient,
                                             double exponent)

evaluateNumericWithoutExponent

protected double evaluateNumericWithoutExponent(double input,
                                                double coefficient)

evaluateCategoricalPredictor

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

updateSOFTMAXResult

protected double updateSOFTMAXResult(Double y)

updateLOGITResult

protected double updateLOGITResult(Double y)

updateEXPResult

protected double updateEXPResult(Double y)

updatePROBITResult

protected double updatePROBITResult(Double y)

updateCLOGLOGResult

protected double updateCLOGLOGResult(Double y)

updateCAUCHITResult

protected double updateCAUCHITResult(Double y)

updateNONEResult

protected double updateNONEResult(Double y)