hex.nb

Class NBModel

java.lang.Object

water.Iced

water.Lockable<Model>

water.Model

hex.nb.NBModel

All Implemented Interfaces:

java.lang.Cloneable, Freezable

public class NBModel
extends Model

FIXME comment please

Nested Class Summary

Nested classes/interfaces inherited from class water.Model

Model.ModelAutobufferSerializer, Model.ModelCategory

Field Summary

Fields

Modifier and Type	Field and Description
static DocGen.FieldDoc[]	DOC_FIELDS

Fields inherited from class water.Model

_dataKey, _domains, _have_cv_results, _modelClassDist, _names, _priorClassDist, GEN_BENCHMARK_CODE, training_duration_in_ms, training_start_time, warnings

Fields inherited from class water.Lockable

_key, _lockers

Constructor Summary

Constructors

Constructor and Description
NBModel(Key selfKey, Key dataKey, FrameTask.DataInfo dinfo, NaiveBayes.NBTask tsk, double[] pprior, double[][][] pcond, double laplace, double min_std_dev)

Method Summary

Methods

Modifier and Type	Method and Description
void	generateHTML(java.lang.String title, java.lang.StringBuilder sb)
NaiveBayes	get_params()
Request2	job()
double[][][]	pcond()
double[]	pprior()
protected float[]	score0(double[] data, float[] preds) Subclasses implement the scoring logic.
java.lang.String	toString()

Methods inherited from class water.Model

adapt, adapt, addWarning, calcError, classNames, cm, delete_impl, errStr, getDomainMapping, getDomainMapping, getModelCategory, getModelSerializer, getUniqueId, hasCrossValModels, isClassifier, isSupervised, missingColumnsType, mse, nclasses, nfeatures, printCrossValidationModelsHTML, responseName, score, score, score, score, score, score, score0, scoreCrossValidation, scoreImpl, setCrossValidationError, setModelClassDistribution, start_training, start_training, stop_training, testJavaScoring, toJava, toJava, toJavaDefaultMaxIters, toJavaFillPreds0, toJavaInit, toJavaInit, toJavaNCLASSES, toJavaPredictBody, toJavaSuper, toJavaUnifyPreds, varimp

Methods inherited from class water.Lockable

delete_and_lock, delete, delete, delete, delete, is_unlocked, is_wlocked, read_lock, read_lock, unlock_all, unlock_lockable, unlock, update, write_lock

Methods inherited from class water.Iced

clone, frozenType, init, newInstance, read, toDocField, write, writeJSON, writeJSONFields

Methods inherited from class java.lang.Object

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

Field Detail

DOC_FIELDS

public static DocGen.FieldDoc[] DOC_FIELDS

Constructor Detail

NBModel

public NBModel(Key selfKey,
       Key dataKey,
       FrameTask.DataInfo dinfo,
       NaiveBayes.NBTask tsk,
       double[] pprior,
       double[][][] pcond,
       double laplace,
       double min_std_dev)

Method Detail

get_params

public final NaiveBayes get_params()

Overrides:

get_params in class Model

job

public final Request2 job()

Overrides:

job in class Model

pprior

public double[] pprior()

pcond

public double[][][] pcond()

score0

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

Description copied from class: Model

Subclasses implement the scoring logic. The data is pre-loaded into a re-used temp array, in the order the model expects. The predictions are loaded into the re-used temp array, which is also returned.

Specified by:

score0 in class Model

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object

generateHTML

public void generateHTML(java.lang.String title,
                java.lang.StringBuilder sb)