sklearn

Class Transformer

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<java.lang.String,java.lang.Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.sklearn.PyClassDict

sklearn.Transformer

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,java.lang.Object>

Direct Known Subclasses:

Binarizer, CategoricalImputer, CountVectorizer, Domain, ExpressionTransformer, FeatureUnion, FunctionTransformer, Imputer, Initializer, LabelBinarizer, LabelEncoder, LookupTransformer, MaxAbsScaler, MinMaxScaler, MultiDomain, OneHotEncoder, PCA, Pipeline, PolynomialFeatures, RobustScaler, Selector, StackingEstimator, StandardScaler

public abstract class Transformer
extends PyClassDict

See Also:

Serialized Form

Nested Class Summary

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

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

Constructor Summary

Constructors

Constructor and Description
Transformer(java.lang.String module, java.lang.String name)

Method Summary

Methods

Modifier and Type	Method and Description
protected org.dmg.pmml.FieldName	createName(org.jpmml.converter.Feature feature)
protected org.dmg.pmml.FieldName	createName(org.jpmml.converter.Feature feature, int index)
abstract java.util.List<org.jpmml.converter.Feature>	encodeFeatures(java.util.List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)
org.dmg.pmml.DataType	getDataType()
DType	getDType()
org.dmg.pmml.OpType	getOpType()
protected java.lang.String	name()

Methods inherited from class org.jpmml.sklearn.PyClassDict

get, getArray, getArray, getArrayShape, getArrayShape, getList, getList, getOption, getTupleList

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

__setstate__, getClassName

Methods inherited from class java.util.HashMap

clear, clone, containsKey, containsValue, entrySet, get, isEmpty, keySet, put, putAll, remove, 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

Transformer

public Transformer(java.lang.String module,
           java.lang.String name)

Method Detail

encodeFeatures

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

getOpType

public org.dmg.pmml.OpType getOpType()

getDataType

public org.dmg.pmml.DataType getDataType()

getDType

public DType getDType()

name

protected java.lang.String name()

createName

protected org.dmg.pmml.FieldName createName(org.jpmml.converter.Feature feature)

createName

protected org.dmg.pmml.FieldName createName(org.jpmml.converter.Feature feature,
                                int index)