hex.deeplearning

Class DeepLearningModel.Errors

java.lang.Object

water.Iced

hex.deeplearning.DeepLearningModel.Errors

All Implemented Interfaces:

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

Enclosing class:

DeepLearningModel

public static class DeepLearningModel.Errors
extends water.Iced

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
boolean	classification
double	epoch_counter
long	score_training_samples
long	score_validation_samples
long	scoring_time
hex.ConfusionMatrix	train_confusion_matrix
double	train_err
hex.HitRatio	train_hitratio
double	train_mse
hex.AUCData	trainAUC
long	training_samples
long	training_time_ms
hex.ConfusionMatrix	valid_confusion_matrix
double	valid_err
hex.HitRatio	valid_hitratio
double	valid_mse
hex.AUCData	validAUC

Constructor Summary

Constructors

Constructor and Description
DeepLearningModel.Errors()

Method Summary

Methods

Modifier and Type	Method and Description
java.lang.String	toString()

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

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

Field Detail

epoch_counter

public double epoch_counter

training_samples

public long training_samples

training_time_ms

public long training_time_ms

score_training_samples

public long score_training_samples

score_validation_samples

public long score_validation_samples

classification

public boolean classification

train_confusion_matrix

public hex.ConfusionMatrix train_confusion_matrix

valid_confusion_matrix

public hex.ConfusionMatrix valid_confusion_matrix

train_err

public double train_err

valid_err

public double valid_err

trainAUC

public hex.AUCData trainAUC

validAUC

public hex.AUCData validAUC

train_hitratio

public hex.HitRatio train_hitratio

valid_hitratio

public hex.HitRatio valid_hitratio

train_mse

public double train_mse

valid_mse

public double valid_mse

scoring_time

public long scoring_time

Constructor Detail

DeepLearningModel.Errors

public DeepLearningModel.Errors()

Method Detail

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object