sklearn

Class Classifier

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

All Implemented Interfaces:

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

Direct Known Subclasses:

BaseForestClassifier, BaseLibSVMClassifier, BaseLinearClassifier, DummyClassifier, EnsembleClassifier, GaussianNB, GradientBoostingClassifier, KNeighborsClassifier, LabelEncoderClassifier, MLPClassifier, TreeClassifier, VotingClassifier

public abstract class Classifier
extends Estimator
implements HasClasses

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
Classifier(java.lang.String module, java.lang.String name)

Method Summary

Methods

Modifier and Type	Method and Description
java.util.List<?>	getClasses()
org.dmg.pmml.MiningFunction	getMiningFunction()
boolean	hasProbabilityDistribution()
boolean	isSupervised()

Methods inherited from class sklearn.Estimator

encodeModel, encodeModel, getDataType, getNumberOfFeatures, getOpType

Methods inherited from class org.jpmml.sklearn.PyClassDict

getOption

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

Classifier

public Classifier(java.lang.String module,
          java.lang.String name)

Method Detail

getMiningFunction

public org.dmg.pmml.MiningFunction getMiningFunction()

Specified by:

getMiningFunction in class Estimator

isSupervised

public boolean isSupervised()

Specified by:

isSupervised in class Estimator

hasProbabilityDistribution

public boolean hasProbabilityDistribution()

getClasses

public java.util.List<?> getClasses()

Specified by:

getClasses in interface HasClasses