org.jpmml.converter.mining

Class MiningModelUtil

java.lang.Object

org.jpmml.converter.mining.MiningModelUtil

public class MiningModelUtil
extends Object

Method Summary

Modifier and Type	Method and Description
static org.dmg.pmml.mining.MiningModel	createBinaryLogisticClassification(org.dmg.pmml.Model model, double coefficient, double intercept, org.dmg.pmml.regression.RegressionModel.NormalizationMethod normalizationMethod, boolean hasProbabilityDistribution, Schema schema)
static org.dmg.pmml.mining.MiningModel	createClassification(List<? extends org.dmg.pmml.Model> models, org.dmg.pmml.regression.RegressionModel.NormalizationMethod normalizationMethod, boolean hasProbabilityDistribution, Schema schema)
static org.dmg.pmml.MiningSchema	createMiningSchema(List<? extends org.dmg.pmml.Model> models)
static org.dmg.pmml.mining.MiningModel	createModelChain(List<? extends org.dmg.pmml.Model> models, org.dmg.pmml.mining.Segmentation.MissingPredictionTreatment missingPredictionTreatment)
static org.dmg.pmml.mining.MiningModel	createMultiModelChain(List<? extends org.dmg.pmml.Model> models, org.dmg.pmml.mining.Segmentation.MissingPredictionTreatment missingPredictionTreatment)
static org.dmg.pmml.mining.MiningModel	createRegression(org.dmg.pmml.Model model, org.dmg.pmml.regression.RegressionModel.NormalizationMethod normalizationMethod, Schema schema)
static org.dmg.pmml.mining.Segmentation	createSegmentation(org.dmg.pmml.mining.Segmentation.MultipleModelMethod multipleModelMethod, org.dmg.pmml.mining.Segmentation.MissingPredictionTreatment missingPredictionTreatment, List<? extends org.dmg.pmml.Model> models)
static org.dmg.pmml.mining.Segmentation	createSegmentation(org.dmg.pmml.mining.Segmentation.MultipleModelMethod multipleModelMethod, org.dmg.pmml.mining.Segmentation.MissingPredictionTreatment missingPredictionTreatment, List<? extends org.dmg.pmml.Model> models, List<? extends Number> weights)
static org.dmg.pmml.Model	getFinalModel(org.dmg.pmml.mining.MiningModel miningModel)
static org.dmg.pmml.Model	getFinalModel(org.dmg.pmml.Model model)
static boolean	isChain(org.dmg.pmml.mining.Segmentation segmentation)
static void	optimizeOutputFields(org.dmg.pmml.mining.MiningModel miningModel)

Methods inherited from class java.lang.Object

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

Method Detail

createRegression

public static org.dmg.pmml.mining.MiningModel createRegression(org.dmg.pmml.Model model,
                                                               org.dmg.pmml.regression.RegressionModel.NormalizationMethod normalizationMethod,
                                                               Schema schema)

createBinaryLogisticClassification

public static org.dmg.pmml.mining.MiningModel createBinaryLogisticClassification(org.dmg.pmml.Model model,
                                                                                 double coefficient,
                                                                                 double intercept,
                                                                                 org.dmg.pmml.regression.RegressionModel.NormalizationMethod normalizationMethod,
                                                                                 boolean hasProbabilityDistribution,
                                                                                 Schema schema)

createClassification

public static org.dmg.pmml.mining.MiningModel createClassification(List<? extends org.dmg.pmml.Model> models,
                                                                   org.dmg.pmml.regression.RegressionModel.NormalizationMethod normalizationMethod,
                                                                   boolean hasProbabilityDistribution,
                                                                   Schema schema)

createModelChain

public static org.dmg.pmml.mining.MiningModel createModelChain(List<? extends org.dmg.pmml.Model> models,
                                                               org.dmg.pmml.mining.Segmentation.MissingPredictionTreatment missingPredictionTreatment)

createMultiModelChain

public static org.dmg.pmml.mining.MiningModel createMultiModelChain(List<? extends org.dmg.pmml.Model> models,
                                                                    org.dmg.pmml.mining.Segmentation.MissingPredictionTreatment missingPredictionTreatment)

createMiningSchema

public static org.dmg.pmml.MiningSchema createMiningSchema(List<? extends org.dmg.pmml.Model> models)

createSegmentation

public static org.dmg.pmml.mining.Segmentation createSegmentation(org.dmg.pmml.mining.Segmentation.MultipleModelMethod multipleModelMethod,
                                                                  org.dmg.pmml.mining.Segmentation.MissingPredictionTreatment missingPredictionTreatment,
                                                                  List<? extends org.dmg.pmml.Model> models)

createSegmentation

public static org.dmg.pmml.mining.Segmentation createSegmentation(org.dmg.pmml.mining.Segmentation.MultipleModelMethod multipleModelMethod,
                                                                  org.dmg.pmml.mining.Segmentation.MissingPredictionTreatment missingPredictionTreatment,
                                                                  List<? extends org.dmg.pmml.Model> models,
                                                                  List<? extends Number> weights)

getFinalModel

public static org.dmg.pmml.Model getFinalModel(org.dmg.pmml.Model model)

getFinalModel

public static org.dmg.pmml.Model getFinalModel(org.dmg.pmml.mining.MiningModel miningModel)

isChain

public static boolean isChain(org.dmg.pmml.mining.Segmentation segmentation)

optimizeOutputFields

public static void optimizeOutputFields(org.dmg.pmml.mining.MiningModel miningModel)