hex.kmeans

Class KMeansModel.KMeansParameters

java.lang.Object

water.Iced

hex.Model.Parameters

hex.ClusteringModel.ClusteringParameters

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.ClusteringModel.ClusteringParameters

See Also:

Serialized Form

Nested Class Summary

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

hex.Model.Parameters.FoldAssignmentScheme

Field Summary

Fields

Modifier and Type	Field and Description
KMeans.Initialization	_init
int	_max_iterations
boolean	_pred_indicator
long	_seed
boolean	_standardize
water.Key<water.fvec.Frame>	_user_points

Fields inherited from class hex.ClusteringModel.ClusteringParameters

_k

Fields inherited from class hex.Model.Parameters

_balance_classes, _checkpoint, _class_sampling_factors, _distribution, _fold_assignment, _fold_column, _ignore_const_cols, _ignored_columns, _keep_cross_validation_predictions, _max_after_balance_size, _max_confusion_matrix_size, _max_hit_ratio_k, _model_id, _nfolds, _offset_column, _response_column, _score_each_iteration, _train, _tweedie_power, _valid, _weights_column, MAX_SUPPORTED_LEVELS

Constructor Summary

Constructors

Constructor and Description
KMeansModel.KMeansParameters()

Method Summary

Methods inherited from class hex.Model.Parameters

checksum_impl, checksum, defaultDropConsCols, defaultDropNA20Cols, hasCheckpoint, missingColumnsType, read_lock_frames, read_unlock_frames, train, valid

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

Field Detail

_max_iterations

public int _max_iterations

_standardize

public boolean _standardize

_seed

public long _seed

_init

public KMeans.Initialization _init

_user_points

public water.Key<water.fvec.Frame> _user_points

_pred_indicator

public boolean _pred_indicator

Constructor Detail

KMeansModel.KMeansParameters

public KMeansModel.KMeansParameters()