Package sklearn2pmml.decoration

Class DiscreteDomain

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

sklearn2pmml.decoration.Decorator

sklearn2pmml.decoration.Domain

sklearn2pmml.decoration.DiscreteDomain

All Implemented Interfaces:

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

Direct Known Subclasses:

CategoricalDomain, OrdinalDomain

public abstract class DiscreteDomain
extends Domain
implements HasMultiType

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
DiscreteDomain(String module, String name)

Method Summary

Modifier and Type	Method	Description
static org.dmg.pmml.DiscrStats	createDiscrStats(org.dmg.pmml.DataType dataType, Object[] objects)
abstract org.jpmml.converter.Feature	encodeFeature(org.jpmml.converter.WildcardFeature wildcardFeature, List<?> values)
List<org.jpmml.converter.Feature>	encodeFeatures(List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)
org.dmg.pmml.DataType	getDataType()
org.dmg.pmml.DataType	getDataType(int index)
List<List<Object>>	getDataValues()
List<Object[]>	getDiscrStats()

Methods inherited from class sklearn2pmml.decoration.Domain

checkValue, createCounts, getCounts, getDisplayName, getDType, getInvalidValueReplacement, getInvalidValueTreatment, getMissingValueReplacement, getMissingValues, getMissingValueTreatment, getWithData, getWithStatistics, parseInvalidValueTreatment, parseMissingValueTreatment, updateDataField

Methods inherited from class sklearn2pmml.decoration.Decorator

getOpType

Methods inherited from class sklearn.Transformer

checkFeatures, createFieldName, createFieldName, encode, getDType, getDTypeList, getNumberOfFeatures, getOptionalDType, refineWildcardFeature, setPMMLName, 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.HasMultiType

getOpType

Methods inherited from interface sklearn2pmml.HasPMMLName

getPMMLName

Methods inherited from interface sklearn.HasType

getOpType

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

DiscreteDomain

public DiscreteDomain(String module,
                      String name)

Method Detail

encodeFeature

public abstract org.jpmml.converter.Feature encodeFeature(org.jpmml.converter.WildcardFeature wildcardFeature,
                                                          List<?> values)

getDataType

public org.dmg.pmml.DataType getDataType()

Specified by:

getDataType in interface HasType

Overrides:

getDataType in class Decorator

getDataType

public org.dmg.pmml.DataType getDataType(int index)

Specified by:

getDataType in interface HasMultiType

encodeFeatures

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

Overrides:

encodeFeatures in class Domain

getDataValues

public List<List<Object>> getDataValues()

getDiscrStats

public List<Object[]> getDiscrStats()

createDiscrStats

public static org.dmg.pmml.DiscrStats createDiscrStats(org.dmg.pmml.DataType dataType,
                                                       Object[] objects)