hex

Class NeuralNet.Errors

java.lang.Object

water.Iced

hex.NeuralNet.Errors

All Implemented Interfaces:

java.lang.Cloneable, Freezable

Enclosing class:

NeuralNet

public static class NeuralNet.Errors
extends Iced

Field Summary

Fields

Modifier and Type	Field and Description
double	classification
double	cross_entropy
static DocGen.FieldDoc[]	DOC_FIELDS
double	mean_square
long	score_training
long	score_validation
long	training_samples
long	training_time_ms

Constructor Summary

Constructors

Constructor and Description
NeuralNet.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

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

classification

@Request.API(help="Classification error")
public double classification

mean_square

@Request.API(help="Mean square error")
public double mean_square

cross_entropy

@Request.API(help="Cross entropy")
public double cross_entropy

score_training

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

score_validation

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

Constructor Detail

NeuralNet.Errors

public NeuralNet.Errors()

Method Detail

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object