sklearn.linear_model

Class BaseLinearClassifier

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

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>

Direct Known Subclasses:

LinearDiscriminantAnalysis, LogisticRegression, RidgeClassifier, SGDClassifier

public abstract class BaseLinearClassifier
extends Classifier

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
BaseLinearClassifier(String module, String name)

Method Summary

Methods

Modifier and Type	Method and Description
Set<org.dmg.pmml.DefineFunction>	encodeDefineFunctions()
org.dmg.pmml.mining.MiningModel	encodeModel(org.jpmml.converter.Schema schema)
List<? extends Number>	getCoef()
List<? extends Number>	getIntercept()
int	getNumberOfFeatures()
boolean	requiresContinuousInput()

Methods inherited from class sklearn.Classifier

createSchema, getClasses, hasProbabilityDistribution

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

BaseLinearClassifier

public BaseLinearClassifier(String module,
                    String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Overrides:

getNumberOfFeatures in class Estimator

requiresContinuousInput

public boolean requiresContinuousInput()

Overrides:

requiresContinuousInput in class Estimator

encodeModel

public org.dmg.pmml.mining.MiningModel encodeModel(org.jpmml.converter.Schema schema)

Specified by:

encodeModel in class Estimator

encodeDefineFunctions

public Set<org.dmg.pmml.DefineFunction> encodeDefineFunctions()

Overrides:

encodeDefineFunctions in class Estimator

getCoef

public List<? extends Number> getCoef()

getIntercept

public List<? extends Number> getIntercept()