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.Domain

sklearn2pmml.decoration.DiscreteDomain

All Implemented Interfaces:

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

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 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)
List<?>	getData()
org.dmg.pmml.DataType	getDataType()
Object[]	getDiscrStats()
int	getNumberOfFeatures()

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, encode, getDType, getOptionalDType, getOpType, 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

DiscreteDomain

public DiscreteDomain(String module,
                      String name)

Method Detail

encodeFeature

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

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Transformer

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

getData

public List<?> getData()

getDiscrStats

public Object[] getDiscrStats()

createDiscrStats

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