hex.glrm

Class GLRMModel.GLRMParameters

java.lang.Object

water.Iced<hex.Model.Parameters>

hex.Model.Parameters

hex.glrm.GLRMModel.GLRMParameters

All Implemented Interfaces:

hex.Model.AdaptFrameParameters, java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable<hex.Model.Parameters>

Enclosing class:

GLRMModel

public static class GLRMModel.GLRMParameters
extends hex.Model.Parameters

See Also:

Serialized Form

Nested Class Summary

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

hex.Model.Parameters.CategoricalEncodingScheme, hex.Model.Parameters.FoldAssignmentScheme

Field Summary

Fields

Modifier and Type	Field and Description
boolean	_expand_user_y
double	_gamma_x
double	_gamma_y
boolean	_impute_original
hex.genmodel.algos.glrm.GlrmInitialization	_init
double	_init_step_size
int	_k
java.lang.String	_loading_name Deprecated.
hex.genmodel.algos.glrm.GlrmLoss	_loss
hex.genmodel.algos.glrm.GlrmLoss[]	_loss_by_col
int[]	_loss_by_col_idx
int	_max_iterations
int	_max_updates
double	_min_step_size
hex.genmodel.algos.glrm.GlrmLoss	_multi_loss
int	_period
boolean	_recover_svd
hex.genmodel.algos.glrm.GlrmRegularizer	_regularization_x
hex.genmodel.algos.glrm.GlrmRegularizer	_regularization_y
java.lang.String	_representation_name
SVDModel.SVDParameters.Method	_svd_method
DataInfo.TransformType	_transform
water.Key<water.fvec.Frame>	_user_x
water.Key<water.fvec.Frame>	_user_y
boolean	_verbose

Fields inherited from class hex.Model.Parameters

_auc_type, _auto_rebalance, _auuc_nbins, _auuc_type, _balance_classes, _categorical_encoding, _check_constant_response, _checkpoint, _class_sampling_factors, _custom_distribution_func, _custom_metric_func, _cv_fold, _distribution, _export_checkpoints_dir, _fold_assignment, _fold_column, _gainslift_bins, _huber_alpha, _ignore_const_cols, _ignored_columns, _is_cv_model, _keep_cross_validation_fold_assignment, _keep_cross_validation_models, _keep_cross_validation_predictions, _keep_cross_validation_predictions_precision, _main_model_time_budget_factor, _max_after_balance_size, _max_categorical_levels, _max_confusion_matrix_size, _max_runtime_secs, _nfolds, _offset_column, _parallelize_cross_validation, _preprocessors, _pretrained_autoencoder, _quantile_alpha, _response_column, _score_each_iteration, _seed, _stopping_metric, _stopping_rounds, _stopping_tolerance, _train, _treatment_column, _tweedie_power, _valid, _weights_column, MAX_SUPPORTED_LEVELS

Constructor Summary

Constructors

Constructor and Description
GLRMParameters()

Method Summary

Modifier and Type	Method and Description
java.lang.String	algoName()
java.lang.String	fullName()
java.lang.String	javaName()
long	progressUnits()

Methods inherited from class hex.Model.Parameters

checksum, checksum, defaultDropConsCols, defaultStoppingTolerance, getCategoricalEncoding, getDependentKeys, getDistributionFamily, getFoldColumn, getMaxCategoricalLevels, getNonPredictors, getOffsetColumn, getOrMakeRealSeed, getResponseColumn, getTreatmentColumn, getUsedColumns, getWeightsColumn, hasCheckpoint, hasCustomMetricFunc, missingColumnsType, read_lock_frames, read_unlock_frames, setDistributionFamily, setTrain, train, valid

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal, writeJSON

Methods inherited from class java.lang.Object

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

Field Detail

_transform

public DataInfo.TransformType _transform

_k

public int _k

_init

public hex.genmodel.algos.glrm.GlrmInitialization _init

_svd_method

public SVDModel.SVDParameters.Method _svd_method

_user_y

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

_user_x

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

_expand_user_y

public boolean _expand_user_y

_loss

public hex.genmodel.algos.glrm.GlrmLoss _loss

_multi_loss

public hex.genmodel.algos.glrm.GlrmLoss _multi_loss

_period

public int _period

_loss_by_col

public hex.genmodel.algos.glrm.GlrmLoss[] _loss_by_col

_loss_by_col_idx

public int[] _loss_by_col_idx

_regularization_x

public hex.genmodel.algos.glrm.GlrmRegularizer _regularization_x

_regularization_y

public hex.genmodel.algos.glrm.GlrmRegularizer _regularization_y

_gamma_x

public double _gamma_x

_gamma_y

public double _gamma_y

_max_iterations

public int _max_iterations

_max_updates

public int _max_updates

_init_step_size

public double _init_step_size

_min_step_size

public double _min_step_size

_loading_name

@Deprecated
public java.lang.String _loading_name

Deprecated.

_representation_name

public java.lang.String _representation_name

_recover_svd

public boolean _recover_svd

_impute_original

public boolean _impute_original

_verbose

public boolean _verbose

Constructor Detail

GLRMParameters

public GLRMParameters()

Method Detail

algoName

public java.lang.String algoName()

Specified by:

algoName in class hex.Model.Parameters

fullName

public java.lang.String fullName()

Specified by:

fullName in class hex.Model.Parameters

javaName

public java.lang.String javaName()

Specified by:

javaName in class hex.Model.Parameters

progressUnits

public long progressUnits()

Specified by:

progressUnits in class hex.Model.Parameters