sklearn.linear_model.stochastic_gradient

Class SGDClassifier

java.lang.Object

java.util.AbstractMap<K,V>

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

net.razorvine.pickle.objects.ClassDict

org.jpmml.sklearn.PyClassDict

sklearn.Estimator

sklearn.Classifier

sklearn.linear_model.BaseLinearClassifier

sklearn.linear_model.stochastic_gradient.SGDClassifier

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,java.lang.Object>, HasClasses, HasNumberOfFeatures

public class SGDClassifier
extends BaseLinearClassifier

See Also:

Serialized Form

Nested Class Summary

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

java.util.AbstractMap.SimpleEntry<K,V>, java.util.AbstractMap.SimpleImmutableEntry<K,V>

Constructor Summary

Constructors

Constructor and Description
SGDClassifier(java.lang.String module, java.lang.String name)

Method Summary

Methods

Modifier and Type	Method and Description
java.lang.String	getLoss()
LossFunction	getLossFunction()
boolean	hasProbabilityDistribution()

Methods inherited from class sklearn.linear_model.BaseLinearClassifier

encodeModel, getCoef, getCoefShape, getIntercept, getNumberOfFeatures

Methods inherited from class sklearn.Classifier

getClasses, getMiningFunction, isSupervised

Methods inherited from class sklearn.Estimator

getDataType, getOpType

Methods inherited from class org.jpmml.sklearn.PyClassDict

get, getArray, getArray, getArrayShape, getArrayShape, getList, getList, getOption, getTupleList

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

__setstate__, getClassName

Methods inherited from class java.util.HashMap

clear, clone, containsKey, containsValue, entrySet, get, isEmpty, keySet, put, putAll, remove, 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(java.lang.String module,
             java.lang.String name)

Method Detail

hasProbabilityDistribution

public boolean hasProbabilityDistribution()

Overrides:

hasProbabilityDistribution in class Classifier

getLoss

public java.lang.String getLoss()

getLossFunction

public LossFunction getLossFunction()