Package pycaret.preprocess

Class TransformerWrapper

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.python.PythonObject

sklearn.Step

sklearn.Transformer

sklearn.Initializer

pycaret.preprocess.TransformerWrapper

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasNumberOfFeatures, HasType, HasPMMLName<Transformer>

Direct Known Subclasses:

TransformerWrapperWithInverse

public class TransformerWrapper
extends Initializer

See Also:

Serialized Form

Nested Class Summary

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

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

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

Map.Entry<K extends Object,V extends Object>

Field Summary

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor	Description
TransformerWrapper(String module, String name)

Method Summary

Modifier and Type	Method	Description
void	checkFeatures(List<? extends org.jpmml.converter.Feature> features)
List<org.jpmml.converter.Feature>	encodeFeatures(List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)
List<String>	getExclude()
List<String>	getFeatureNames()
List<String>	getInclude()
int	getNumberOfFeatures()
String	getTargetName()
Boolean	getTrainOnly()
Transformer	getTransformer()
List<org.jpmml.converter.Feature>	initializeFeatures(SkLearnEncoder encoder)

Methods inherited from class sklearn.Initializer

encode, getDataType, getOpType

Methods inherited from class sklearn.Transformer

createFieldName, createFieldName, getDType, getDTypeList, getOptionalDType, getTransformerTags, refineWildcardFeature, setPMMLName, updateDataField, updateFeatures

Methods inherited from class sklearn.Step

checkSkLearnVersion, checkVersion, getFeatureNamesIn, getInputTags, getPMMLName, getSkLearnTags, getSkLearnVersion

Methods inherited from class org.jpmml.python.PythonObject

containsKey, delattr, get, get, getArray, getArray, getArray, getArrayList, getArrayList, getArrayShape, getArrayShape, getattr, getattr, getBoolean, getBooleanArray, getClassName, getDict, getEnum, getEnumList, getIdentifiable, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getObjectArray, getObjectList, getOptional, getOptionalBoolean, getOptionalBoolean, getOptionalDict, getOptionalEnum, getOptionalIdentifiable, getOptionalInteger, getOptionalNumber, getOptionalObject, getOptionalScalar, getOptionalString, getOptionalTuple, getPythonModule, getPythonName, getScalar, getString, getStringArray, getStringList, getTuple, getTupleList, hasattr, put, putAll, remove, setattr, setClassName, update

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

__setstate__

Methods inherited from class java.util.HashMap

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

Methods inherited from class java.util.AbstractMap

equals, hashCode, toString

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface sklearn2pmml.HasPMMLName

getPMMLName

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

TransformerWrapper

public TransformerWrapper(String module,
                          String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Initializer

checkFeatures

public void checkFeatures(List<? extends org.jpmml.converter.Feature> features)

Overrides:

checkFeatures in class Transformer

initializeFeatures

public List<org.jpmml.converter.Feature> initializeFeatures(SkLearnEncoder encoder)

Specified by:

initializeFeatures in class Initializer

encodeFeatures

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

Specified by:

encodeFeatures in class Transformer

getFeatureNames

public List<String> getFeatureNames()

getExclude

public List<String> getExclude()

getInclude

public List<String> getInclude()

getTargetName

public String getTargetName()

getTrainOnly

public Boolean getTrainOnly()

getTransformer

public Transformer getTransformer()