Package oracle.pgx.config.mllib

Class GraphWiseValidationConfig

java.lang.Object

oracle.pgx.config.mllib.GraphWiseValidationConfig

public class GraphWiseValidationConfig
extends Object

Configuration class for validation during training of GraphWise models. See GraphWiseValidationConfigBuilder for a description of the hyperparameters.

Since:

24.2

Field Summary

Fields

Modifier and Type	Field	Description
static final int	DEFAULT_EVALUATION_FREQUENCY	1; Default behavior is to run validation at the end of every epoch
static final EvaluationFrequencyScale	DEFAULT_EVALUATION_FREQUENCY_SCALE	EvaluationFrequencyScale.EPOCH

Constructor Summary

Constructors

Constructor	Description
GraphWiseValidationConfig()
GraphWiseValidationConfig(GraphWiseValidationConfig source)

Method Summary

Modifier and Type	Method	Description
int	getEvaluationFrequency()
EvaluationFrequencyScale	getEvaluationFrequencyScale()
void	setEvaluationFrequency(int evaluationFrequency)
void	setEvaluationFrequencyScale(EvaluationFrequencyScale evaluationFrequencyScale)

Methods inherited from class java.lang.Object

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

Field Details

DEFAULT_EVALUATION_FREQUENCY

public static final int DEFAULT_EVALUATION_FREQUENCY

1; Default behavior is to run validation at the end of every epoch

See Also:

• Constant Field Values

DEFAULT_EVALUATION_FREQUENCY_SCALE

public static final EvaluationFrequencyScale DEFAULT_EVALUATION_FREQUENCY_SCALE

EvaluationFrequencyScale.EPOCH

Constructor Details

GraphWiseValidationConfig

public GraphWiseValidationConfig()

GraphWiseValidationConfig

public GraphWiseValidationConfig(GraphWiseValidationConfig source)

Method Details

getEvaluationFrequency

public int getEvaluationFrequency()

setEvaluationFrequency

public void setEvaluationFrequency(int evaluationFrequency)

getEvaluationFrequencyScale

public EvaluationFrequencyScale getEvaluationFrequencyScale()

setEvaluationFrequencyScale

public void setEvaluationFrequencyScale(EvaluationFrequencyScale evaluationFrequencyScale)