hex.anovaglm

Class ANOVAGLMModel.ANOVAGLMParameters

java.lang.Object

water.Iced<hex.Model.Parameters>

hex.Model.Parameters

hex.anovaglm.ANOVAGLMModel.ANOVAGLMParameters

All Implemented Interfaces:

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

Enclosing class:

ANOVAGLMModel

public static class ANOVAGLMModel.ANOVAGLMParameters
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
double[]	_alpha
boolean	_compute_p_values
GLMModel.GLMParameters.Family	_family
int	_highest_interaction_term
java.lang.String[]	_interactions
double	_invTheta
double[]	_lambda
boolean	_lambda_search
GLMModel.GLMParameters.Link	_link
java.io.Serializable	_missing_values_handling
int	_nfolds
int	_nparallelism
water.Key<water.fvec.Frame>	_plug_values
boolean	_remove_collinear_columns
boolean	_save_transformed_framekeys
GLMModel.GLMParameters.Solver	_solver
boolean	_standardize
double	_theta
double	_tweedie_link_power
double	_tweedie_variance_power

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, _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
ANOVAGLMParameters()

Method Summary

Modifier and Type	Method and Description
java.lang.String	algoName()
java.lang.String	fullName()
hex.genmodel.utils.DistributionFamily	getDistributionFamily()
boolean	imputeMissing()
java.lang.String	javaName()
DataInfo.Imputer	makeImputer()
GLMModel.GLMParameters.MissingValuesHandling	missingValuesHandling()
long	progressUnits()
void	setDistributionFamily(hex.genmodel.utils.DistributionFamily distributionFamily)

Methods inherited from class hex.Model.Parameters

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

_highest_interaction_term

public int _highest_interaction_term

_alpha

public double[] _alpha

_lambda

public double[] _lambda

_standardize

public boolean _standardize

_family

public GLMModel.GLMParameters.Family _family

_lambda_search

public boolean _lambda_search

_link

public GLMModel.GLMParameters.Link _link

_solver

public GLMModel.GLMParameters.Solver _solver

_interactions

public java.lang.String[] _interactions

_tweedie_variance_power

public double _tweedie_variance_power

_tweedie_link_power

public double _tweedie_link_power

_theta

public double _theta

_invTheta

public double _invTheta

_missing_values_handling

public java.io.Serializable _missing_values_handling

_compute_p_values

public boolean _compute_p_values

_remove_collinear_columns

public boolean _remove_collinear_columns

_nfolds

public int _nfolds

_plug_values

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

_save_transformed_framekeys

public boolean _save_transformed_framekeys

_nparallelism

public int _nparallelism

Constructor Detail

ANOVAGLMParameters

public ANOVAGLMParameters()

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

missingValuesHandling

public GLMModel.GLMParameters.MissingValuesHandling missingValuesHandling()

imputeMissing

public boolean imputeMissing()

makeImputer

public DataInfo.Imputer makeImputer()

setDistributionFamily

public void setDistributionFamily(hex.genmodel.utils.DistributionFamily distributionFamily)

Overrides:

setDistributionFamily in class hex.Model.Parameters

getDistributionFamily

public hex.genmodel.utils.DistributionFamily getDistributionFamily()

Overrides:

getDistributionFamily in class hex.Model.Parameters