org.jpmml.sparkml

Class RegressionModelConverter<T extends org.apache.spark.ml.regression.RegressionModel<org.apache.spark.ml.linalg.Vector,T>>

java.lang.Object

org.jpmml.sparkml.TransformerConverter<T>

org.jpmml.sparkml.ModelConverter<T>

org.jpmml.sparkml.PredictionModelConverter<T>

org.jpmml.sparkml.RegressionModelConverter<T>

All Implemented Interfaces:

org.jpmml.converter.HasOptions, HasSparkMLOptions, HasPredictionModelOptions

Direct Known Subclasses:

DecisionTreeRegressionModelConverter, GBTRegressionModelConverter, GeneralizedLinearRegressionModelConverter, LinearRegressionModelConverter, RandomForestRegressionModelConverter

public abstract class RegressionModelConverter<T extends org.apache.spark.ml.regression.RegressionModel<org.apache.spark.ml.linalg.Vector,T>>
extends PredictionModelConverter<T>

Field Summary

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

OPTION_KEEP_PREDICTIONCOL

Constructor Summary

Constructors

Constructor and Description
RegressionModelConverter(T model)

Method Summary

Modifier and Type	Method and Description
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, encodeModel, 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

RegressionModelConverter

public RegressionModelConverter(T model)

Method Detail

getMiningFunction

public org.dmg.pmml.MiningFunction getMiningFunction()

Specified by:

getMiningFunction in class ModelConverter<T extends org.apache.spark.ml.regression.RegressionModel<org.apache.spark.ml.linalg.Vector,T>>

registerOutputFields

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

Overrides:

registerOutputFields in class ModelConverter<T extends org.apache.spark.ml.regression.RegressionModel<org.apache.spark.ml.linalg.Vector,T>>