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.CategoryEncoder

category_encoders.MapEncoder

category_encoders.MeanEncoder

category_encoders.CatBoostEncoder

All Implemented Interfaces:

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

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

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

Map.Entry<K,V>

Field Summary

Fields inherited from class category_encoders.CategoryEncoder

CATEGORY_NAN

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor and Description
CatBoostEncoder(String module, String name)

Method Summary

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

Methods inherited from class category_encoders.MeanEncoder

encodeFeatures, getMapping, getMean

Methods inherited from class category_encoders.CategoryEncoder

getCols, getDataType, getDropCols, getDropInvariant, getHandleMissing, getHandleUnknown, getOpType

Methods inherited from class sklearn.Transformer

checkFeatures, encode, getDType, getNumberOfFeatures, getOptionalDType, updateDataField, updateFeatures

Methods inherited from class sklearn.Step

createFieldName, createFieldName, createFieldName, getPMMLName, setPMMLName

Methods inherited from class org.jpmml.python.PythonObject

get, getArray, getArray, getArray, getArrayShape, getArrayShape, getBoolean, getBooleanArray, getClassName, getDict, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getOptional, getOptionalBoolean, getOptionalObject, getOptionalScalar, getOptionalString, getPythonModule, getPythonName, getPythonObject, getScalar, getString, getTuple, getTupleList, setClassName

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

__setstate__

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

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()