hex.hglm

Class HGLMModel.HGLMModelOutput

java.lang.Object

water.Iced

hex.Model.Output

hex.hglm.HGLMModel.HGLMModelOutput

All Implemented Interfaces:

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

Enclosing class:

HGLMModel

public static class HGLMModel.HGLMModelOutput
extends hex.Model.Output

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
double[][][]	_afjtafj
double[][][]	_afjtarj
double[][]	_afjtyj
double[][][]	_arjtarj
double[][]	_arjtyj
double[]	_beta
DataInfo	_dinfo
java.lang.String[]	_fixed_coefficient_names
java.lang.String[]	_group_column_names
double[]	_icc
int	_iterations
double	_log_likelihood
double	_log_likelihood_valid
int	_nobs
int	_nobs_valid
int	_num_fixed_coeffs
int	_num_random_coeffs
java.lang.String[]	_random_coefficient_names
water.util.TwoDimTable	_scoring_history_valid
double	_tau_e_var
double[][]	_tmat
long	_training_time_ms
double[][]	_ubeta
double	_yMinusFixPredSquare
double	_yMinusFixPredSquareValid
double[][]	_yMinusXTimesZ
double[][]	_yMinusXTimesZValid

Fields inherited from class hex.Model.Output

_column_types, _cross_validation_fold_assignment_frame_id, _cross_validation_holdout_predictions_frame_id, _cross_validation_metrics, _cross_validation_metrics_summary, _cross_validation_models, _cross_validation_predictions, _cv_scoring_history, _defaultThreshold, _distribution, _domains, _end_time, _hasFold, _hasOffset, _hasTreatment, _hasWeights, _isSupervised, _job, _model_summary, _modelClassDist, _names, _orig_projection_array, _origDomains, _origNames, _priorClassDist, _reproducibility_information_table, _run_time, _scoring_history, _start_time, _total_run_time, _training_metrics, _validation_metrics

Constructor Summary

Constructors

Constructor and Description
HGLMModelOutput(HGLM b, DataInfo dinfo)

Method Summary

Modifier and Type	Method and Description
hex.ModelCategory	getModelCategory()
int	nclasses()
void	setModelOutput(HGLMTask.ComputationEngineTask comp)
void	setModelOutputFields(ComputationStateHGLM state)
void	setModelOutputFixMatVec(HGLMTask.ComputationEngineTask comp) For debugging only.

Methods inherited from class hex.Model.Output

changeModelMetricsKey, checksum_impl, classNames, clearModelMetrics, createInputFramesInformationTable, defaultThreshold, features, foldIdx, foldName, getInformationTableNumRows, getModelMetrics, getVariableImportances, hasFold, hasOffset, hasResponse, hasTreatment, hasWeights, interactionBuilder, isAutoencoder, isBinomialClassifier, isClassifier, isMultinomialClassifier, isSupervised, lastSpecialColumnIdx, nfeatures, offsetIdx, offsetName, printTwoDimTables, resetThreshold, responseIdx, responseName, setNames, setNames, startClock, stopClock, toString, treatmentIdx, treatmentName, weightsIdx, weightsName

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, wait, wait, wait

Field Detail

_dinfo

public DataInfo _dinfo

_fixed_coefficient_names

public java.lang.String[] _fixed_coefficient_names

_random_coefficient_names

public java.lang.String[] _random_coefficient_names

_group_column_names

public java.lang.String[] _group_column_names

_training_time_ms

public long _training_time_ms

_beta

public double[] _beta

_ubeta

public double[][] _ubeta

_tmat

public double[][] _tmat

_tau_e_var

public double _tau_e_var

_afjtyj

public double[][] _afjtyj

_arjtyj

public double[][] _arjtyj

_afjtafj

public double[][][] _afjtafj

_arjtarj

public double[][][] _arjtarj

_afjtarj

public double[][][] _afjtarj

_yMinusXTimesZ

public double[][] _yMinusXTimesZ

_yMinusXTimesZValid

public double[][] _yMinusXTimesZValid

_num_fixed_coeffs

public int _num_fixed_coeffs

_num_random_coeffs

public int _num_random_coeffs

_icc

public double[] _icc

_log_likelihood

public double _log_likelihood

_log_likelihood_valid

public double _log_likelihood_valid

_iterations

public int _iterations

_nobs

public int _nobs

_nobs_valid

public int _nobs_valid

_yMinusFixPredSquare

public double _yMinusFixPredSquare

_yMinusFixPredSquareValid

public double _yMinusFixPredSquareValid

_scoring_history_valid

public water.util.TwoDimTable _scoring_history_valid

Constructor Detail

HGLMModelOutput

public HGLMModelOutput(HGLM b,
                       DataInfo dinfo)

Method Detail

setModelOutputFixMatVec

public void setModelOutputFixMatVec(HGLMTask.ComputationEngineTask comp)

For debugging only. Copy over the generated fixed matrices to model._output.

setModelOutput

public void setModelOutput(HGLMTask.ComputationEngineTask comp)

setModelOutputFields

public void setModelOutputFields(ComputationStateHGLM state)

nclasses

public int nclasses()

Overrides:

nclasses in class hex.Model.Output

getModelCategory

public hex.ModelCategory getModelCategory()

Overrides:

getModelCategory in class hex.Model.Output