hex.glrm

Class GLRMModel.GLRMOutput

java.lang.Object

water.Iced

hex.Model.Output

hex.glrm.GLRMModel.GLRMOutput

All Implemented Interfaces:

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

Enclosing class:

GLRMModel

public static class GLRMModel.GLRMOutput
extends hex.Model.Output

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
water.util.TwoDimTable	_archetypes
GLRM.Archetypes	_archetypes_raw
double	_avg_change_obj
int[]	_catOffsets
water.util.TwoDimTable	_eigenvectors
double[][]	_eigenvectors_raw
java.util.ArrayList<java.lang.Double>	_history_objective
java.util.ArrayList<java.lang.Double>	_history_step_size
water.util.TwoDimTable	_importance
water.Key<? extends hex.Model>	_init_key
int	_iterations
hex.genmodel.algos.glrm.GlrmLoss[]	_lossFunc
java.lang.String[]	_names_expanded
int	_ncats
int	_nnums
long	_nobs
double[]	_normMul
double[]	_normSub
double	_objective
int[]	_permutation
water.Key<water.fvec.Frame>	_representation_key
java.lang.String	_representation_name
double[]	_singular_vals
double[]	_std_deviation
double	_step_size
double	_total_variance
java.util.ArrayList<java.lang.Long>	_training_time_ms
int	_updates
water.Key<water.fvec.Frame>	_x_factor_key

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
GLRMOutput(GLRM b)

Method Summary

Modifier and Type	Method and Description
hex.ModelCategory	getModelCategory()
int	nfeatures() Override because base class implements ncols-1 for features with the last column as a response variable; for GLRM all the columns are features.

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, nclasses, 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

_iterations

public int _iterations

_updates

public int _updates

_objective

public double _objective

_step_size

public double _step_size

_avg_change_obj

public double _avg_change_obj

_history_objective

public java.util.ArrayList<java.lang.Double> _history_objective

_archetypes

public water.util.TwoDimTable _archetypes

_archetypes_raw

public GLRM.Archetypes _archetypes_raw

_history_step_size

public java.util.ArrayList<java.lang.Double> _history_step_size

_eigenvectors_raw

public double[][] _eigenvectors_raw

_eigenvectors

public water.util.TwoDimTable _eigenvectors

_singular_vals

public double[] _singular_vals

_representation_name

public java.lang.String _representation_name

_representation_key

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

_init_key

public water.Key<? extends hex.Model> _init_key

_x_factor_key

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

_ncats

public int _ncats

_nnums

public int _nnums

_nobs

public long _nobs

_catOffsets

public int[] _catOffsets

_normSub

public double[] _normSub

_normMul

public double[] _normMul

_permutation

public int[] _permutation

_names_expanded

public java.lang.String[] _names_expanded

_lossFunc

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

_training_time_ms

public java.util.ArrayList<java.lang.Long> _training_time_ms

_total_variance

public double _total_variance

_std_deviation

public double[] _std_deviation

_importance

public water.util.TwoDimTable _importance

Constructor Detail

GLRMOutput

public GLRMOutput(GLRM b)

Method Detail

nfeatures

public int nfeatures()

Override because base class implements ncols-1 for features with the last column as a response variable; for GLRM all the columns are features.

Overrides:

nfeatures in class hex.Model.Output

getModelCategory

public hex.ModelCategory getModelCategory()

Overrides:

getModelCategory in class hex.Model.Output