sklearn2pmml.decoration

Class ContinuousDomain

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.ContinuousDomain

All Implemented Interfaces:

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

public class ContinuousDomain
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
ContinuousDomain(String module, String name)

Method Summary

Modifier and Type	Method and Description
static org.dmg.pmml.NumericInfo	createNumericInfo(org.dmg.pmml.DataType dataType, Map<String,?> values)
List<org.jpmml.converter.Feature>	encodeFeatures(List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)
int[]	getArrayShape(String name)
List<Number>	getDataMax()
int[]	getDataMaxShape()
List<Number>	getDataMin()
int[]	getDataMinShape()
org.dmg.pmml.DataType	getDataType()
Number	getHighValue()
Number	getLowValue()
int	getNumberOfFeatures()
Map<String,?>	getNumericInfo()
org.dmg.pmml.OpType	getOpType()
String	getOutlierTreatment()
static org.dmg.pmml.OutlierTreatmentMethod	parseOutlierTreatment(String outlierTreatment)

Methods inherited from class sklearn2pmml.decoration.Domain

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

Methods inherited from class sklearn.Transformer

checkFeatures, createFieldName, createFieldName, encode, getDType, 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, 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 sklearn2pmml.HasPMMLName

getPMMLName

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

ContinuousDomain

public ContinuousDomain(String module,
                        String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Transformer

getOpType

public org.dmg.pmml.OpType getOpType()

Specified by:

getOpType in interface HasType

Overrides:

getOpType in class Decorator

getDataType

public org.dmg.pmml.DataType getDataType()

Specified by:

getDataType in interface HasType

Overrides:

getDataType in class Decorator

encodeFeatures

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

Overrides:

encodeFeatures in class Domain

getArrayShape

public int[] getArrayShape(String name)

Overrides:

getArrayShape in class org.jpmml.python.PythonObject

getOutlierTreatment

public String getOutlierTreatment()

getLowValue

public Number getLowValue()

getHighValue

public Number getHighValue()

getDataMin

public List<Number> getDataMin()

getDataMinShape

public int[] getDataMinShape()

getDataMax

public List<Number> getDataMax()

getDataMaxShape

public int[] getDataMaxShape()

getNumericInfo

public Map<String,?> getNumericInfo()

parseOutlierTreatment

public static org.dmg.pmml.OutlierTreatmentMethod parseOutlierTreatment(String outlierTreatment)

createNumericInfo

public static org.dmg.pmml.NumericInfo createNumericInfo(org.dmg.pmml.DataType dataType,
                                                         Map<String,?> values)