hex.kmeans

Class EmbeddedKMeans

java.lang.Object

water.Iced<T>

water.Keyed

water.Job<M>

hex.ModelBuilder<M,P,O>

hex.ClusteringModelBuilder<KMeansModel,KMeansModel.KMeansParameters,KMeansModel.KMeansOutput>

hex.kmeans.KMeans

hex.kmeans.EmbeddedKMeans

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable

public class EmbeddedKMeans
extends KMeans

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class hex.kmeans.KMeans

KMeans.Initialization

Nested classes/interfaces inherited from class hex.ModelBuilder

hex.ModelBuilder.BuilderVisibility

Nested classes/interfaces inherited from class water.Job

water.Job.JobCancelledException, water.Job.JobState, water.Job.Progress, water.Job.ProgressUpdate, water.Job.ValidationMessage

Nested classes/interfaces inherited from class water.Keyed

water.Keyed.BinarySerializer<X extends water.Keyed>

Field Summary

Fields inherited from class hex.ModelBuilder

_fold, _nclass, _offset, _parms, _response, _train, _valid, _vresponse, _weights

Fields inherited from class water.Job

_description, _dest, _end_time, _exception, _messages, _progressKey, _start_time, _state, LIST

Fields inherited from class water.Keyed

_key, EMPTY_KEY_LIST

Constructor Summary

Constructors

Constructor and Description
EmbeddedKMeans(water.Key glrmJobKey, water.Key sharedProgressKey, KMeansModel.KMeansParameters parms)

Method Summary

Methods

Modifier and Type	Method and Description
protected water.Key	createProgressKey()
protected boolean	deleteProgressKey()
boolean	isRunning()

Methods inherited from class hex.kmeans.KMeans

builderVisibility, can_build, checkMemoryFootPrint, createCenterTable, init, progressUnits, schema, trainModelImpl

Methods inherited from class hex.ClusteringModelBuilder

isSupervised

Methods inherited from class hex.ModelBuilder

canBeDone, cancel, checkDistributions, clearInitState, computeCrossValidation, computePriorClassDistribution, createModelBuilder, error_count, getAlgo, getAlgo, getAlgo, getAlgoFullName, getModelBuilder, getModelBuilders, getModelClass, hasFoldCol, hasOffsetCol, hasWeightCol, ignoreBadColumns, ignoreStringColumns, isClassifier, modifyParmsForCrossValidationMainModel, modifyParmsForCrossValidationSplits, nclasses, nFoldCV, numSpecialCols, registerModelBuilder, response, responseMean, separateFeatureVecs, train, trainModel, updateModelOutput, valid, vresponse

Methods inherited from class water.Job

block, cancel, checksum_impl, clearValidationErrors, dest, done, done, error_count_or_uninitialized, error, failed, get, hide, info, isCancelledOrCrashed, isDone, isRunning, isStopped, jobKey, jobs, message, msec, progress_msg, progress, remove_impl, start, update, update, update, update, updateValidationMessages, validationErrors, warn

Methods inherited from class water.Keyed

checksum, getBinarySerializer, getPublishedKeys, remove, remove, remove, remove

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Constructor Detail

EmbeddedKMeans

public EmbeddedKMeans(water.Key glrmJobKey,
              water.Key sharedProgressKey,
              KMeansModel.KMeansParameters parms)

Method Detail

createProgressKey

protected water.Key createProgressKey()

Overrides:

createProgressKey in class water.Job<KMeansModel>

deleteProgressKey

protected boolean deleteProgressKey()

Overrides:

deleteProgressKey in class hex.ModelBuilder<KMeansModel,KMeansModel.KMeansParameters,KMeansModel.KMeansOutput>

isRunning

public boolean isRunning()

Overrides:

isRunning in class water.Job<KMeansModel>