Package optbinning

Class MulticlassOptimalBinning

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

optbinning.MulticlassOptimalBinning

All Implemented Interfaces:

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

public class MulticlassOptimalBinning
extends OptimalBinning

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 class optbinning.OptimalBinning

CATEGORY_MISSING, CATEGORY_SPECIAL

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor	Description
MulticlassOptimalBinning(String module, String name)

Method Summary

Modifier and Type	Method	Description
List<Double>	getCategoriesOut()
String	getDefaultMetric()
Integer	getNumberOfClasses()
List<Integer>	getNumberOfEvents()
Collection<String>	getSupportedMetrics()

Methods inherited from class optbinning.OptimalBinning

encodeFeatures, getCategoriesIn, getDType, getMetric, getNumberOfNonEvents, getSpecialCodes, getSplitsOptimal, setMetric

Methods inherited from class sklearn.Transformer

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

getPMMLName

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

MulticlassOptimalBinning

public MulticlassOptimalBinning(String module,
                                String name)

Method Detail

getCategoriesOut

public List<Double> getCategoriesOut()

Overrides:

getCategoriesOut in class OptimalBinning

getDefaultMetric

public String getDefaultMetric()

Overrides:

getDefaultMetric in class OptimalBinning

getSupportedMetrics

public Collection<String> getSupportedMetrics()

Overrides:

getSupportedMetrics in class OptimalBinning

getNumberOfClasses

public Integer getNumberOfClasses()

getNumberOfEvents

public List<Integer> getNumberOfEvents()

Overrides:

getNumberOfEvents in class OptimalBinning