hex.deeplearning

Class DeepLearningScoringInfo

java.lang.Object

water.Iced<hex.ScoringInfo>

hex.ScoringInfo

hex.deeplearning.DeepLearningScoringInfo

All Implemented Interfaces:

hex.ScoringInfo.HasEpochs, hex.ScoringInfo.HasIterations, hex.ScoringInfo.HasSamples, java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable<hex.ScoringInfo>

public class DeepLearningScoringInfo
extends hex.ScoringInfo
implements hex.ScoringInfo.HasEpochs, hex.ScoringInfo.HasSamples, hex.ScoringInfo.HasIterations

Lightweight DeepLearning scoring history.

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class hex.ScoringInfo

hex.ScoringInfo.HasEpochs, hex.ScoringInfo.HasIterations, hex.ScoringInfo.HasSamples

Field Summary

Fields

Modifier and Type	Field and Description
double	epoch_counter
int	iterations
long	score_training_samples
long	score_validation_samples
double	training_samples

Fields inherited from class hex.ScoringInfo

cross_validation, is_autoencoder, is_classification, scored_train, scored_valid, scored_xval, this_scoring_time_ms, time_stamp_ms, total_scoring_time_ms, total_setup_time_ms, total_training_time_ms, training_AUC, validation, validation_AUC, variable_importances

Constructor Summary

Constructors

Constructor and Description
DeepLearningScoringInfo()

Method Summary

Methods

Modifier and Type	Method and Description
double	epoch_counter()
int	iterations()
long	score_training_samples()
long	score_validation_samples()
double	training_samples()

Methods inherited from class hex.ScoringInfo

comparator, createScoringHistoryTable, metric, prependScoringInfo, scoreKeepers, sort

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Field Detail

iterations

public int iterations

epoch_counter

public double epoch_counter

training_samples

public double training_samples

score_training_samples

public long score_training_samples

score_validation_samples

public long score_validation_samples

Constructor Detail

DeepLearningScoringInfo

public DeepLearningScoringInfo()

Method Detail

iterations

public int iterations()

Specified by:

iterations in interface hex.ScoringInfo.HasIterations

epoch_counter

public double epoch_counter()

Specified by:

epoch_counter in interface hex.ScoringInfo.HasEpochs

training_samples

public double training_samples()

Specified by:

training_samples in interface hex.ScoringInfo.HasSamples

score_training_samples

public long score_training_samples()

Specified by:

score_training_samples in interface hex.ScoringInfo.HasSamples

score_validation_samples

public long score_validation_samples()

Specified by:

score_validation_samples in interface hex.ScoringInfo.HasSamples