Package oracle.pgx.config.mllib

Class GraphWisePredictionLayerConfig

java.lang.Object

oracle.pgx.config.mllib.GraphWisePredictionLayerConfig

public class GraphWisePredictionLayerConfig
extends java.lang.Object

Configuration class for GraphWise prediction layers. See GraphWisePredictionLayerConfigBuilder for a description of the hyperparameters.

Since:

19.4

Field Summary

Fields

Modifier and Type	Field	Description
static ActivationFunction	DEFAULT_ACTIVATION_FUNCTION	ActivationFunction.RELU
static double	DEFAULT_DROPOUT_RATE	0.
static java.lang.Integer	DEFAULT_HIDDEN_DIMENSION	null
static WeightInitScheme	DEFAULT_WEIGHT_INIT_SCHEME	WeightInitScheme.XAVIER_UNIFORM

Constructor Summary

Constructors

Constructor	Description
GraphWisePredictionLayerConfig()

Method Summary

Modifier and Type	Method	Description
ActivationFunction	getActivationFunction()
double	getDropoutRate()
java.lang.Integer	getHiddenDimension()
WeightInitScheme	getWeightInitScheme()
void	setActivationFunction(ActivationFunction activationFunction)
void	setDropoutRate(double dropoutRate)
void	setHiddenDimension(java.lang.Integer hiddenDimension)
void	setWeightInitScheme(WeightInitScheme weightInitScheme)

Methods inherited from class java.lang.Object

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

Field Detail

DEFAULT_HIDDEN_DIMENSION

public static final java.lang.Integer DEFAULT_HIDDEN_DIMENSION

null

DEFAULT_ACTIVATION_FUNCTION

public static final ActivationFunction DEFAULT_ACTIVATION_FUNCTION

ActivationFunction.RELU

DEFAULT_WEIGHT_INIT_SCHEME

public static final WeightInitScheme DEFAULT_WEIGHT_INIT_SCHEME

WeightInitScheme.XAVIER_UNIFORM

DEFAULT_DROPOUT_RATE

public static final double DEFAULT_DROPOUT_RATE

0.

See Also:

Constant Field Values

Constructor Detail

GraphWisePredictionLayerConfig

public GraphWisePredictionLayerConfig()

Method Detail

getHiddenDimension

public java.lang.Integer getHiddenDimension()

setHiddenDimension

public void setHiddenDimension(java.lang.Integer hiddenDimension)

getActivationFunction

public ActivationFunction getActivationFunction()

setActivationFunction

public void setActivationFunction(ActivationFunction activationFunction)

getWeightInitScheme

public WeightInitScheme getWeightInitScheme()

setWeightInitScheme

public void setWeightInitScheme(WeightInitScheme weightInitScheme)

getDropoutRate

public double getDropoutRate()

setDropoutRate

public void setDropoutRate(double dropoutRate)