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.Domain

sklearn2pmml.decoration.DiscreteDomain

All Implemented Interfaces:

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

Direct Known Subclasses:

CategoricalDomain, OrdinalDomain

public abstract class DiscreteDomain
extends Domain

See Also:

Serialized Form

Nested Class Summary

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 interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor and Description
DiscreteDomain(String module, String name)

Method Summary

Modifier and Type	Method and 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()
List<? extends List<?>>	getDataValues()
List<Object[]>	getDiscrStats()

Methods inherited from class sklearn2pmml.decoration.Domain

asArray, asWildcardFeature, checkValue, createCounts, extractMap, getCounts, getDisplayName, getDType, getInvalidValueReplacement, getInvalidValueTreatment, getMissingValueReplacement, getMissingValues, getMissingValueTreatment, getWithData, getWithStatistics, selectValue, selectValue, standardizeValue, standardizeValues, updateDataField

Methods inherited from class sklearn.Transformer

checkFeatures, createFieldName, createFieldName, encode, getDType, getNumberOfFeatures, getOptionalDType, getOpType, refineWildcardFeature, setPMMLName, updateFeatures

Methods inherited from class sklearn.Step

checkSkLearnVersion, checkVersion, getFeatureNamesIn, getPMMLName, getSkLearnVersion

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, getOptionalBoolean, getOptionalInteger, getOptionalNumber, getOptionalObject, getOptionalScalar, getOptionalString, getPythonModule, getPythonName, getPythonObject, getScalar, getString, getStringArray, 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 sklearn2pmml.HasPMMLName

getPMMLName

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 Transformer

encodeFeatures

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

Overrides:

encodeFeatures in class Domain

getDataValues

public List<? extends List<?>> getDataValues()

getDiscrStats

public List<Object[]> getDiscrStats()

createDiscrStats

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