org.jpmml.sparkml

Class ClassificationModelConverter<T extends org.apache.spark.ml.classification.ClassificationModel<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.ClassificationModelConverter<T>

All Implemented Interfaces:

org.jpmml.converter.HasOptions, HasSparkMLOptions, HasPredictionModelOptions

Direct Known Subclasses:

LinearSVCModelConverter, ProbabilisticClassificationModelConverter

public abstract class ClassificationModelConverter<T extends org.apache.spark.ml.classification.ClassificationModel<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
ClassificationModelConverter(T model)

Method Summary

Modifier and Type	Method and Description
void	checkSchema(org.jpmml.converter.Schema schema)
org.dmg.pmml.MiningFunction	getMiningFunction()
int	getNumberOfClasses()
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

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

ClassificationModelConverter

public ClassificationModelConverter(T model)

Method Detail

getNumberOfClasses

public int getNumberOfClasses()

getMiningFunction

public org.dmg.pmml.MiningFunction getMiningFunction()

Specified by:

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

checkSchema

public void checkSchema(org.jpmml.converter.Schema schema)

Overrides:

checkSchema in class ModelConverter<T extends org.apache.spark.ml.classification.ClassificationModel<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.classification.ClassificationModel<org.apache.spark.ml.linalg.Vector,T>>