sklearn.preprocessing

Class PolynomialFeatures

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

sklearn.Transformer

sklearn.preprocessing.PolynomialFeatures

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasNumberOfFeatures

public class PolynomialFeatures
extends Transformer
implements HasNumberOfFeatures

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class java.util.AbstractMap

AbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>

Nested classes/interfaces inherited from interface java.util.Map

Map.Entry<K,V>

Constructor Summary

Constructors

Constructor and Description
PolynomialFeatures(String module, String name)

Method Summary

Modifier and Type	Method and Description
List<org.jpmml.converter.Feature>	encodeFeatures(List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)
int	getDegree()
Boolean	getIncludeBias()
Boolean	getInteractionOnly()
int	getNumberOfFeatures()
int	getNumberOfInputFeatures()
int	getNumberOfOutputFeatures()

Methods inherited from class sklearn.Transformer

createName, createName, getDataType, getDType, getOpType, name

Methods inherited from class net.razorvine.pickle.objects.ClassDict

__setstate__, getClassName

Methods inherited from class java.util.HashMap

clear, clone, compute, computeIfAbsent, computeIfPresent, containsKey, containsValue, entrySet, forEach, get, getOrDefault, isEmpty, keySet, merge, put, putAll, putIfAbsent, remove, remove, replace, replace, replaceAll, size, values

Methods inherited from class java.util.AbstractMap

equals, hashCode, toString

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

PolynomialFeatures

public PolynomialFeatures(String module,
                          String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

encodeFeatures

public List<org.jpmml.converter.Feature> encodeFeatures(List<org.jpmml.converter.Feature> features,
                                                        SkLearnEncoder encoder)

Specified by:

encodeFeatures in class Transformer

getDegree

public int getDegree()

getIncludeBias

public Boolean getIncludeBias()

getInteractionOnly

public Boolean getInteractionOnly()

getNumberOfInputFeatures

public int getNumberOfInputFeatures()

getNumberOfOutputFeatures

public int getNumberOfOutputFeatures()