Package optbinning

Class OptimalBinning

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

optbinning.OptimalBinning

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, sklearn.HasNumberOfFeatures, sklearn.HasType, sklearn2pmml.HasPMMLName<sklearn.Transformer>

Direct Known Subclasses:

ContinuousOptimalBinning, MulticlassOptimalBinning

public class OptimalBinning
extends sklearn.Transformer

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

Modifier and Type	Field	Description
static Double	CATEGORY_MISSING
static Double	CATEGORY_SPECIAL

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor	Description
OptimalBinning(String module, String name)

Method Summary

Modifier and Type	Method	Description
List<org.jpmml.converter.Feature>	encodeFeatures(List<org.jpmml.converter.Feature> features, org.jpmml.sklearn.SkLearnEncoder encoder)
List<Object>	getCategoriesIn()
List<Double>	getCategoriesOut()
String	getDefaultMetric()
String	getDType()
String	getMetric()
List<Integer>	getNumberOfEvents()
List<Integer>	getNumberOfNonEvents()
List<Number>	getSpecialCodes()
List<Number>	getSplitsOptimal()
Collection<String>	getSupportedMetrics()
OptimalBinning	setMetric(String metric)

Methods inherited from class sklearn.Transformer

checkFeatures, createFieldName, createFieldName, encode, getDataType, getDType, getDTypeList, getNumberOfFeatures, getOptionalDType, getOpType, getTransformerTags, refineWildcardFeature, setPMMLName, updateDataField, updateFeatures

Methods inherited from class sklearn.Step

checkSkLearnVersion, checkVersion, getFeatureNamesIn, getInputTags, getPMMLName, getSkLearnTags, 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 sklearn2pmml.HasPMMLName

getPMMLName

Methods inherited from interface java.util.Map

equals, hashCode

Field Detail

CATEGORY_MISSING

public static final Double CATEGORY_MISSING

CATEGORY_SPECIAL

public static final Double CATEGORY_SPECIAL

Constructor Detail

OptimalBinning

public OptimalBinning(String module,
                      String name)

Method Detail

encodeFeatures

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

Specified by:

encodeFeatures in class sklearn.Transformer

getCategoriesIn

public List<Object> getCategoriesIn()

getCategoriesOut

public List<Double> getCategoriesOut()

getDType

public String getDType()

getDefaultMetric

public String getDefaultMetric()

getSupportedMetrics

public Collection<String> getSupportedMetrics()

getMetric

public String getMetric()

setMetric

public OptimalBinning setMetric(String metric)

getNumberOfEvents

public List<Integer> getNumberOfEvents()

getNumberOfNonEvents

public List<Integer> getNumberOfNonEvents()

getSpecialCodes

public List<Number> getSpecialCodes()

getSplitsOptimal

public List<Number> getSplitsOptimal()