Package category_encoders

Class BaseEncoder

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

category_encoders.BaseEncoder

All Implemented Interfaces:

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

Direct Known Subclasses:

BaseNEncoder, MapEncoder, OneHotEncoder, OrdinalEncoder

public abstract class BaseEncoder
extends Transformer
implements HasFeatureNamesIn, Encodable

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

Modifier and Type	Field	Description
static Object	CATEGORY_NAN
static List<String>	ENUM_HANDLEMISSING
static List<String>	ENUM_HANDLEUNKNOWN
static String	HANDLEMISSING_ERROR
static String	HANDLEMISSING_RETURN_NAN
static String	HANDLEMISSING_VALUE
static String	HANDLEUNKNOWN_ERROR
static String	HANDLEUNKNOWN_VALUE

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor	Description
BaseEncoder(String module, String name)

Method Summary

Modifier and Type	Method	Description
org.dmg.pmml.PMML	encodePMML()
List<Object>	getCols()
org.dmg.pmml.DataType	getDataType()
Boolean	getDropInvariant()
List<String>	getFeatureNamesOut()
String	getHandleMissing()
String	getHandleUnknown()
List<String>	getInvariantCols()
org.dmg.pmml.OpType	getOpType()

Methods inherited from class sklearn.Transformer

checkFeatures, createFieldName, createFieldName, encode, encodeFeatures, getDType, getNumberOfFeatures, getOptionalDType, refineWildcardFeature, setPMMLName, updateDataField, updateFeatures

Methods inherited from class sklearn.Step

checkSkLearnVersion, checkVersion, getFeatureNamesIn, getPMMLName, 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 sklearn.HasFeatureNamesIn

getFeatureNamesIn

Methods inherited from interface sklearn2pmml.HasPMMLName

getPMMLName

Methods inherited from interface java.util.Map

equals, hashCode

Field Detail

CATEGORY_NAN

public static final Object CATEGORY_NAN

HANDLEMISSING_ERROR

public static final String HANDLEMISSING_ERROR

See Also:

Constant Field Values

HANDLEMISSING_RETURN_NAN

public static final String HANDLEMISSING_RETURN_NAN

See Also:

Constant Field Values

HANDLEMISSING_VALUE

public static final String HANDLEMISSING_VALUE

See Also:

Constant Field Values

ENUM_HANDLEMISSING

public static final List<String> ENUM_HANDLEMISSING

HANDLEUNKNOWN_ERROR

public static final String HANDLEUNKNOWN_ERROR

See Also:

Constant Field Values

HANDLEUNKNOWN_VALUE

public static final String HANDLEUNKNOWN_VALUE

See Also:

Constant Field Values

ENUM_HANDLEUNKNOWN

public static final List<String> ENUM_HANDLEUNKNOWN

Constructor Detail

BaseEncoder

public BaseEncoder(String module,
                   String name)

Method Detail

getOpType

public org.dmg.pmml.OpType getOpType()

Specified by:

getOpType in interface HasType

Overrides:

getOpType in class Transformer

getDataType

public org.dmg.pmml.DataType getDataType()

Specified by:

getDataType in interface HasType

Overrides:

getDataType in class Transformer

encodePMML

public org.dmg.pmml.PMML encodePMML()

Specified by:

encodePMML in interface Encodable

getCols

public List<Object> getCols()

getInvariantCols

public List<String> getInvariantCols()

getDropInvariant

public Boolean getDropInvariant()

getFeatureNamesOut

public List<String> getFeatureNamesOut()

getHandleMissing

public String getHandleMissing()

getHandleUnknown

public String getHandleUnknown()