sklearn.linear_model.stochastic_gradient

Class SGDClassifier

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.sklearn.PyClassDict

sklearn.Estimator

sklearn.Classifier

sklearn.linear_model.LinearClassifier

sklearn.linear_model.stochastic_gradient.SGDClassifier

All Implemented Interfaces:

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

public class SGDClassifier
extends LinearClassifier

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>

Constructor Summary

Constructors

Constructor and Description
SGDClassifier(String module, String name)

Method Summary

Modifier and Type	Method and Description
LossFunction	getLossFunction()
boolean	hasProbabilityDistribution()

Methods inherited from class sklearn.linear_model.LinearClassifier

encodeModel, getCoef, getCoefShape, getIntercept, getNumberOfFeatures

Methods inherited from class sklearn.Classifier

getClasses, getMiningFunction, isSupervised

Methods inherited from class sklearn.Estimator

getDataType, getOption, getOpType, getSkLearnVersion

Methods inherited from class org.jpmml.sklearn.PyClassDict

get, getArray, getArray, getArrayShape, getArrayShape, getBoolean, getInteger, getIntegerArray, getList, getList, getNumber, getObject, getOptional, getOptionalBoolean, getOptionalObject, getOptionalString, getScalar, getString, getTuple, getTupleList

Methods inherited from class net.razorvine.pickle.objects.ClassDict

__setstate__, getClassName

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

SGDClassifier

public SGDClassifier(String module,
                     String name)

Method Detail

hasProbabilityDistribution

public boolean hasProbabilityDistribution()

Overrides:

hasProbabilityDistribution in class Classifier

getLossFunction

public LossFunction getLossFunction()