hex.naivebayes

Class NaiveBayesModel

java.lang.Object

water.Iced<T>

water.Keyed<T>

water.Lockable<M>

hex.Model<M,P,O>

hex.SupervisedModel<NaiveBayesModel,NaiveBayesModel.NaiveBayesParameters,NaiveBayesModel.NaiveBayesOutput>

hex.naivebayes.NaiveBayesModel

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable<NaiveBayesModel>

public class NaiveBayesModel
extends hex.SupervisedModel<NaiveBayesModel,NaiveBayesModel.NaiveBayesParameters,NaiveBayesModel.NaiveBayesOutput>

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	NaiveBayesModel.NaiveBayesOutput
static class	NaiveBayesModel.NaiveBayesParameters

Nested classes/interfaces inherited from class hex.SupervisedModel

hex.SupervisedModel.SupervisedOutput, hex.SupervisedModel.SupervisedParameters

Nested classes/interfaces inherited from class hex.Model

hex.Model.DeepFeatures, hex.Model.ModelCategory, hex.Model.Output, hex.Model.Parameters

Field Summary

Fields inherited from class hex.Model

_output, _parms, _warnings

Fields inherited from class water.Lockable

_lockers

Fields inherited from class water.Keyed

_key

Constructor Summary

Constructors

Constructor and Description
NaiveBayesModel(water.Key selfKey, NaiveBayesModel.NaiveBayesParameters parms, NaiveBayesModel.NaiveBayesOutput output)

Method Summary

Methods

Modifier and Type	Method and Description
hex.ModelMetrics.MetricBuilder	makeMetricBuilder(java.lang.String[] domain)
water.api.ModelSchema	schema()
protected double[]	score0(double[] data, double[] preds)

Methods inherited from class hex.SupervisedModel

score0, toJavaPROB

Methods inherited from class hex.Model

adaptTestForTrain, adaptTestForTrain, addMetrics, addWarning, checksum_impl, isSupervised, remove_impl, score, score, score, scoreImpl, testJavaScoring, toJava, toJava, toJavaCheckTooBig, toJavaInit, toJavaNCLASSES, toJavaPredictBody, toJavaSuper

Methods inherited from class water.Lockable

delete_and_lock, delete, delete, delete, read_lock, read_lock, unlock_all, unlock, update, write_lock

Methods inherited from class water.Keyed

checksum, remove, remove, remove, remove

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

NaiveBayesModel

public NaiveBayesModel(water.Key selfKey,
               NaiveBayesModel.NaiveBayesParameters parms,
               NaiveBayesModel.NaiveBayesOutput output)

Method Detail

schema

public water.api.ModelSchema schema()

makeMetricBuilder

public hex.ModelMetrics.MetricBuilder makeMetricBuilder(java.lang.String[] domain)

Specified by:

makeMetricBuilder in class hex.Model<NaiveBayesModel,NaiveBayesModel.NaiveBayesParameters,NaiveBayesModel.NaiveBayesOutput>

score0

protected double[] score0(double[] data,
              double[] preds)

Specified by:

score0 in class hex.Model<NaiveBayesModel,NaiveBayesModel.NaiveBayesParameters,NaiveBayesModel.NaiveBayesOutput>