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:

java.io.Serializable

Direct Known Subclasses:

KiePMMLClassificationTable, KiePMMLRegressionTable

public abstract class AbstractKiePMMLTable
extends org.kie.pmml.commons.model.abstracts.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 java.util.Map<java.lang.String,org.kie.pmml.api.iinterfaces.SerializableFunction<java.lang.String,java.lang.Double>>	categoricalFunctionMap
protected double	intercept
protected java.util.Map<java.lang.String,org.kie.pmml.api.iinterfaces.SerializableFunction<java.lang.Double,java.lang.Double>>	numericFunctionMap
protected java.util.Map<java.lang.String,org.kie.pmml.api.iinterfaces.SerializableFunction<java.util.Map<java.lang.String,java.lang.Object>,java.lang.Double>>	predictorTermsFunctionMap
protected org.kie.pmml.api.iinterfaces.SerializableFunction<java.lang.Double,java.lang.Double>	resultUpdater
protected java.lang.Object	targetCategory
protected java.lang.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(java.lang.String name, java.util.List<org.kie.pmml.commons.model.KiePMMLExtension> extensions)

Method Summary

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

numericFunctionMap

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

categoricalFunctionMap

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

predictorTermsFunctionMap

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

resultUpdater

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

intercept

protected double intercept

targetField

protected java.lang.String targetField

targetCategory

protected java.lang.Object targetCategory

Constructor Detail

AbstractKiePMMLTable

protected AbstractKiePMMLTable(java.lang.String name,
                               java.util.List<org.kie.pmml.commons.model.KiePMMLExtension> extensions)

Method Detail

getTargetCategory

public java.lang.Object getTargetCategory()

evaluateRegression

public java.lang.Object evaluateRegression(java.util.Map<java.lang.String,java.lang.Object> input,
                                           org.kie.pmml.api.runtime.PMMLRuntimeContext context)

getTargetField

public java.lang.String getTargetField()

getNumericFunctionMap

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

getCategoricalFunctionMap

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

getPredictorTermsFunctionMap

public java.util.Map<java.lang.String,org.kie.pmml.api.iinterfaces.SerializableFunction<java.util.Map<java.lang.String,java.lang.Object>,java.lang.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(java.lang.Object input,
                                                  java.util.Map<java.lang.String,java.lang.Double> valuesMap)

updateSOFTMAXResult

public static double updateSOFTMAXResult(java.lang.Double y)

updateLOGITResult

public static double updateLOGITResult(java.lang.Double y)

updateEXPResult

public static double updateEXPResult(java.lang.Double y)

updatePROBITResult

public static double updatePROBITResult(java.lang.Double y)

updateCLOGLOGResult

public static double updateCLOGLOGResult(java.lang.Double y)

updateCAUCHITResult

public static double updateCAUCHITResult(java.lang.Double y)

updateNONEResult

public static double updateNONEResult(java.lang.Double y)