org.jpmml.sparkml.model

Class GeneralizedLinearRegressionModelConverter

java.lang.Object

org.jpmml.sparkml.TransformerConverter<T>

org.jpmml.sparkml.ModelConverter<T>

org.jpmml.sparkml.PredictionModelConverter<T>

org.jpmml.sparkml.RegressionModelConverter<org.apache.spark.ml.regression.GeneralizedLinearRegressionModel>

org.jpmml.sparkml.model.GeneralizedLinearRegressionModelConverter

All Implemented Interfaces:

org.jpmml.converter.HasOptions, HasSparkMLOptions, HasPredictionModelOptions, HasRegressionTableOptions

public class GeneralizedLinearRegressionModelConverter
extends RegressionModelConverter<org.apache.spark.ml.regression.GeneralizedLinearRegressionModel>
implements HasRegressionTableOptions

Field Summary

Fields inherited from interface org.jpmml.sparkml.model.HasRegressionTableOptions

OPTION_LOOKUP_THRESHOLD, OPTION_REPRESENTATION

Fields inherited from interface org.jpmml.sparkml.model.HasPredictionModelOptions

OPTION_KEEP_PREDICTIONCOL

Constructor Summary

Constructors

Constructor and Description
GeneralizedLinearRegressionModelConverter(org.apache.spark.ml.regression.GeneralizedLinearRegressionModel model)

Method Summary

Modifier and Type	Method and Description
org.dmg.pmml.general_regression.GeneralRegressionModel	encodeModel(org.jpmml.converter.Schema schema)
org.dmg.pmml.MiningFunction	getMiningFunction()
List<org.dmg.pmml.OutputField>	registerOutputFields(org.jpmml.converter.Label label, org.dmg.pmml.Model pmmlModel, SparkMLEncoder encoder)

Methods inherited from class org.jpmml.sparkml.PredictionModelConverter

getFeatures, getLabel

Methods inherited from class org.jpmml.sparkml.ModelConverter

checkSchema, encodeSchema, getModel, registerModel

Methods inherited from class org.jpmml.sparkml.TransformerConverter

getObject, getOption, getOptions, setOptions

Methods inherited from class java.lang.Object

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

Constructor Detail

GeneralizedLinearRegressionModelConverter

public GeneralizedLinearRegressionModelConverter(org.apache.spark.ml.regression.GeneralizedLinearRegressionModel model)

Method Detail

getMiningFunction

public org.dmg.pmml.MiningFunction getMiningFunction()

Overrides:

getMiningFunction in class RegressionModelConverter<org.apache.spark.ml.regression.GeneralizedLinearRegressionModel>

registerOutputFields

public List<org.dmg.pmml.OutputField> registerOutputFields(org.jpmml.converter.Label label,
                                                           org.dmg.pmml.Model pmmlModel,
                                                           SparkMLEncoder encoder)

Overrides:

registerOutputFields in class RegressionModelConverter<org.apache.spark.ml.regression.GeneralizedLinearRegressionModel>

encodeModel

public org.dmg.pmml.general_regression.GeneralRegressionModel encodeModel(org.jpmml.converter.Schema schema)

Specified by:

encodeModel in class ModelConverter<org.apache.spark.ml.regression.GeneralizedLinearRegressionModel>