hex.kmeans

Class KMeansModel.KMeansParameters

java.lang.Object

water.Iced

hex.Model.Parameters<KMeansModel,KMeansModel.KMeansParameters,KMeansModel.KMeansOutput>

hex.kmeans.KMeansModel.KMeansParameters

All Implemented Interfaces:

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

Enclosing class:

KMeansModel

public static class KMeansModel.KMeansParameters
extends hex.Model.Parameters<KMeansModel,KMeansModel.KMeansParameters,KMeansModel.KMeansOutput>

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class hex.Model.Parameters

hex.Model.Parameters.ValidationMessage

Field Summary

Fields

Modifier and Type	Field and Description
KMeans.Initialization	_init
int	_K
int	_max_iters
boolean	_normalize
long	_seed

Fields inherited from class hex.Model.Parameters

_destination_key, _training_frame, _validation_frame, ignored_columns, response_column, validation_error_count, validation_messages

Constructor Summary

Constructors

Constructor and Description
KMeansModel.KMeansParameters()

Method Summary

Methods

Modifier and Type	Method and Description
int	sanityCheckParameters()

Methods inherited from class hex.Model.Parameters

checksum, hide, validation_error, validation_info, validation_warn, validationErrors

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, 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

Field Detail

_K

public int _K

_max_iters

public int _max_iters

_normalize

public boolean _normalize

_seed

public long _seed

_init

public KMeans.Initialization _init

Constructor Detail

KMeansModel.KMeansParameters

public KMeansModel.KMeansParameters()

Method Detail

sanityCheckParameters

public int sanityCheckParameters()

Specified by:

sanityCheckParameters in class hex.Model.Parameters<KMeansModel,KMeansModel.KMeansParameters,KMeansModel.KMeansOutput>