hex.deeplearning

Class DeepLearningModel.Errors

java.lang.Object

water.Iced

hex.deeplearning.DeepLearningModel.Errors

All Implemented Interfaces:

java.lang.Cloneable, Freezable

Enclosing class:

DeepLearningModel

public static class DeepLearningModel.Errors
extends Iced

Field Summary

Fields

Modifier and Type	Field and Description
boolean	classification
static DocGen.FieldDoc[]	DOC_FIELDS
double	epoch_counter
long	score_training_samples
long	score_validation_samples
long	scoring_time
ConfusionMatrix	train_confusion_matrix
double	train_err
HitRatio	train_hitratio
double	train_mse
AUC	trainAUC
long	training_samples
long	training_time_ms
ConfusionMatrix	valid_confusion_matrix
double	valid_err
HitRatio	valid_hitratio
double	valid_mse
AUC	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, init, newInstance, read, toDocField, write, writeJSON, writeJSONFields

Methods inherited from class java.lang.Object

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

Field Detail

DOC_FIELDS

public static DocGen.FieldDoc[] DOC_FIELDS

epoch_counter

@Request.API(help="How many epochs the algorithm has processed")
public double epoch_counter

training_samples

@Request.API(help="How many rows the algorithm has processed")
public long training_samples

training_time_ms

@Request.API(help="How long the algorithm ran in ms")
public long training_time_ms

score_training_samples

@Request.API(help="Number of training set samples for scoring")
public long score_training_samples

score_validation_samples

@Request.API(help="Number of validation set samples for scoring")
public long score_validation_samples

classification

@Request.API(help="Do classification or regression")
public boolean classification

train_confusion_matrix

@Request.API(help="Confusion matrix on training data")
public ConfusionMatrix train_confusion_matrix

valid_confusion_matrix

@Request.API(help="Confusion matrix on validation data")
public ConfusionMatrix valid_confusion_matrix

train_err

@Request.API(help="Classification error on training data")
public double train_err

valid_err

@Request.API(help="Classification error on validation data")
public double valid_err

trainAUC

@Request.API(help="AUC on training data")
public AUC trainAUC

validAUC

@Request.API(help="AUC on validation data")
public AUC validAUC

train_hitratio

@Request.API(help="Hit ratio on training data")
public HitRatio train_hitratio

valid_hitratio

@Request.API(help="Hit ratio on validation data")
public HitRatio valid_hitratio

train_mse

@Request.API(help="Training MSE")
public double train_mse

valid_mse

@Request.API(help="Validation MSE")
public double valid_mse

scoring_time

@Request.API(help="Time taken for scoring")
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