sklearn.naive_bayes

Class GaussianNB

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.naive_bayes.GaussianNB

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>

public class GaussianNB
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
GaussianNB(String module, String name)

Method Summary

Methods

Modifier and Type	Method and Description
org.dmg.pmml.naive_bayes.NaiveBayesModel	encodeModel(org.jpmml.converter.Schema schema)
static org.dmg.pmml.naive_bayes.TargetValueCounts	encodeTargetValueCounts(List<String> targetCategories, List<Integer> counts)
List<Integer>	getClassCount()
int	getNumberOfFeatures()
List<? extends Number>	getSigma()
List<? extends Number>	getTheta()

Methods inherited from class sklearn.Classifier

createSchema, getClasses, hasProbabilityDistribution

Methods inherited from class sklearn.Estimator

createActiveFields, createTargetField, encodeDefineFunctions, getDataType, getOpType, requiresContinuousInput

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

GaussianNB

public GaussianNB(String module,
          String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Overrides:

getNumberOfFeatures in class Estimator

encodeModel

public org.dmg.pmml.naive_bayes.NaiveBayesModel encodeModel(org.jpmml.converter.Schema schema)

Specified by:

encodeModel in class Estimator

getClassCount

public List<Integer> getClassCount()

getTheta

public List<? extends Number> getTheta()

getSigma

public List<? extends Number> getSigma()

encodeTargetValueCounts

public static org.dmg.pmml.naive_bayes.TargetValueCounts encodeTargetValueCounts(List<String> targetCategories,
                                                                 List<Integer> counts)