Package sklearn.preprocessing

Class RobustScaler

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<java.lang.String,java.lang.Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.python.PythonObject

sklearn.Step

sklearn.Transformer

sklearn.SkLearnTransformer

sklearn.preprocessing.Scaler

sklearn.preprocessing.RobustScaler

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,java.lang.Object>, Encodable, HasFeatureNamesIn, HasNumberOfFeatures, HasType, HasPMMLName<Transformer>

public class RobustScaler
extends Scaler

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class java.util.AbstractMap

java.util.AbstractMap.SimpleEntry<K extends java.lang.Object,V extends java.lang.Object>, java.util.AbstractMap.SimpleImmutableEntry<K extends java.lang.Object,V extends java.lang.Object>

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

java.util.Map.Entry<K extends java.lang.Object,V extends java.lang.Object>

Field Summary

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor	Description
RobustScaler(java.lang.String module, java.lang.String name)

Method Summary

Modifier and Type	Method	Description
java.util.List<org.jpmml.converter.Feature>	encodeFeatures(java.util.List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)
java.util.List<java.lang.Number>	getCenter()
int[]	getCenterShape()
int	getNumberOfFeatures()
java.util.List<java.lang.Number>	getScale()
int[]	getScaleShape()
java.lang.Boolean	getWithCentering()
java.lang.Boolean	getWithScaling()

Methods inherited from class sklearn.SkLearnTransformer

encodePMML

Methods inherited from class sklearn.Transformer

checkFeatures, createFieldName, createFieldName, encode, getDataType, getDType, getOptionalDType, getOpType, refineWildcardFeature, setPMMLName, updateDataField, 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.HasFeatureNamesIn

getFeatureNamesIn

Methods inherited from interface sklearn2pmml.HasPMMLName

getPMMLName

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

RobustScaler

public RobustScaler(java.lang.String module,
                    java.lang.String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Transformer

encodeFeatures

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

Specified by:

encodeFeatures in class Transformer

getWithCentering

public java.lang.Boolean getWithCentering()

getWithScaling

public java.lang.Boolean getWithScaling()

getCenter

public java.util.List<java.lang.Number> getCenter()

getCenterShape

public int[] getCenterShape()

getScale

public java.util.List<java.lang.Number> getScale()

getScaleShape

public int[] getScaleShape()