hex.gapstat

Class GapStatisticModel

java.lang.Object

water.Iced

water.Lockable<Model>

water.Model

hex.gapstat.GapStatisticModel

All Implemented Interfaces:

java.lang.Cloneable, Freezable, Job.Progress

public class GapStatisticModel
extends Model
implements Job.Progress

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
GapStatisticModel(Key selfKey, Key dataKey, Frame fr, int ks, double[] wks, double[] log_wks, double[] sk, int k_max, int b_max, int k, int b)

Method Summary

Methods

Modifier and Type	Method and Description
double[]	gaps()
void	generateHTML(java.lang.String title, java.lang.StringBuilder sb)
float	progress()
protected float[]	score0(double[] data, float[] preds) Subclasses implement the scoring logic.
double[]	sk()
java.lang.String	toString()
double[]	wkbs()
double[]	wks()

Methods inherited from class water.Model

adapt, adapt, addWarning, calcError, classNames, cm, delete_impl, errStr, get_params, getDomainMapping, getDomainMapping, getModelCategory, getModelSerializer, getUniqueId, hasCrossValModels, isClassifier, isSupervised, job, 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

GapStatisticModel

public GapStatisticModel(Key selfKey,
                 Key dataKey,
                 Frame fr,
                 int ks,
                 double[] wks,
                 double[] log_wks,
                 double[] sk,
                 int k_max,
                 int b_max,
                 int k,
                 int b)

Method Detail

wks

public double[] wks()

wkbs

public double[] wkbs()

sk

public double[] sk()

gaps

public double[] gaps()

progress

public float progress()

Specified by:

progress in interface Job.Progress

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)