hex.svd

Class SVDModel.SVDOutput

java.lang.Object

water.Iced

hex.Model.Output

hex.svd.SVDModel.SVDOutput

All Implemented Interfaces:

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

Enclosing class:

SVDModel

public static class SVDModel.SVDOutput
extends hex.Model.Output

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
int[]	_catOffsets
double[]	_d
java.util.ArrayList<java.lang.Double>	_history_average_SEE
java.util.ArrayList<java.lang.Double>	_history_eigenVectorIndex
java.util.ArrayList<java.lang.Double>	_history_err
int	_iterations
java.lang.String[]	_names_expanded
int	_ncats
int	_nnums
long	_nobs
double[]	_normMul
double[]	_normSub
int[]	_permutation
double	_total_variance
java.util.ArrayList<java.lang.Long>	_training_time_ms
water.Key<water.fvec.Frame>	_u_key
double[][]	_v
water.Key<water.fvec.Frame>	_v_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
SVDOutput(SVD b)

Method Summary

Modifier and Type	Method and Description
hex.ModelCategory	getModelCategory()

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, 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

_iterations

public int _iterations

_v

public double[][] _v

_v_key

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

_d

public double[] _d

_u_key

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

_ncats

public int _ncats

_nnums

public int _nnums

_nobs

public long _nobs

_total_variance

public double _total_variance

_catOffsets

public int[] _catOffsets

_normSub

public double[] _normSub

_normMul

public double[] _normMul

_permutation

public int[] _permutation

_names_expanded

public java.lang.String[] _names_expanded

_history_average_SEE

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

_history_err

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

_history_eigenVectorIndex

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

_training_time_ms

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

Constructor Detail

SVDOutput

public SVDOutput(SVD b)

Method Detail

getModelCategory

public hex.ModelCategory getModelCategory()

Overrides:

getModelCategory in class hex.Model.Output