Package category_encoders

Class CatBoostEncoder

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

category_encoders.MapEncoder

category_encoders.MeanEncoder

category_encoders.CatBoostEncoder

All Implemented Interfaces:

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

public class CatBoostEncoder
extends MeanEncoder

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class category_encoders.MeanEncoder

MeanEncoder.MeanFunction

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 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 class category_encoders.BaseEncoder

CATEGORY_NAN

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor	Description
CatBoostEncoder(String module, String name)

Method Summary

Modifier and Type	Method	Description
MeanEncoder.MeanFunction	createFunction()
String	functionName()
Double	getA()

Methods inherited from class category_encoders.MeanEncoder

encodeFeatures, getMapping, getMean

Methods inherited from class category_encoders.BaseEncoder

encodePMML, getCols, getDataType, getDropInvariant, getFeatureNamesOut, getHandleMissing, getHandleUnknown, getInvariantCols, getOpType

Methods inherited from class sklearn.Transformer

checkFeatures, createFieldName, createFieldName, encode, 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

finalize, 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

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

CatBoostEncoder

public CatBoostEncoder(String module,
                       String name)

Method Detail

functionName

public String functionName()

Specified by:

functionName in class MapEncoder

createFunction

public MeanEncoder.MeanFunction createFunction()

Specified by:

createFunction in class MeanEncoder

getA

public Double getA()