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

sklearn.BaseEstimator

sklearn.Estimator

sklearn.Classifier

sklearn.linear_model.BaseLinearClassifier

sklearn.linear_model.stochastic_gradient.SGDClassifier

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>

public class SGDClassifier
extends BaseLinearClassifier

See Also:

Serialized Form

Nested Class Summary

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

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

Constructor Summary

Constructors

Constructor and Description
SGDClassifier(String module, String name)

Method Summary

Methods

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

Methods inherited from class sklearn.linear_model.BaseLinearClassifier

encodeDefineFunctions, encodeModel, getCoef, getIntercept, getNumberOfFeatures, requiresContinuousInput

Methods inherited from class sklearn.Classifier

createSchema, getClasses

Methods inherited from class sklearn.Estimator

createActiveFields, createTargetField, getDataType, getOpType

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(String module,
             String name)

Method Detail

hasProbabilityDistribution

public boolean hasProbabilityDistribution()

Overrides:

hasProbabilityDistribution in class Classifier

getLoss

public String getLoss()

getLossFunction

public LossFunction getLossFunction()