oracle.pgx.config.mllib.inputconfig

Class EmbeddingTableConfig

java.lang.Object

oracle.pgx.config.mllib.inputconfig.InputPropertyConfig

oracle.pgx.config.mllib.inputconfig.CategoricalPropertyConfig

oracle.pgx.config.mllib.inputconfig.EmbeddingTableConfig

public class EmbeddingTableConfig
extends CategoricalPropertyConfig

Configuration class for handling categorical feature using embedding table method.

Since:

23.2

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.Integer	DEFAULT_EMBEDDING_DIM Null
static double	DEFAULT_OOV_PROB 0

Fields inherited from class oracle.pgx.config.mllib.inputconfig.CategoricalPropertyConfig

DEFAULT_CATEGORY_METHOD, DEFAULT_MAX_VOCAB, DEFAULT_SHARED

Constructor Summary

Constructors

Constructor and Description
EmbeddingTableConfig(CategoricalPropertyConfig otherConfig)
EmbeddingTableConfig(java.lang.String propertyName)

Method Summary

Modifier and Type	Method and Description
java.lang.Integer	getEmbeddingDimension()
double	getOutOfVocabularyProbability()
void	setEmbeddingDimension(java.lang.Integer embeddingDimension)
void	setOutOfVocabularyProbability(double outOfVocabularyProbability)
void	validateProperties()

Methods inherited from class oracle.pgx.config.mllib.inputconfig.CategoricalPropertyConfig

getCategoricalEmbeddingType, getMaxVocabularySize, getShared, setMaxVocabularySize, setShared

Methods inherited from class oracle.pgx.config.mllib.inputconfig.InputPropertyConfig

getCategorical, getPropertyName

Methods inherited from class java.lang.Object

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

Field Detail

DEFAULT_EMBEDDING_DIM

public static final java.lang.Integer DEFAULT_EMBEDDING_DIM

Null

DEFAULT_OOV_PROB

public static final double DEFAULT_OOV_PROB

0

See Also:

Constant Field Values

Constructor Detail

EmbeddingTableConfig

public EmbeddingTableConfig(CategoricalPropertyConfig otherConfig)

EmbeddingTableConfig

public EmbeddingTableConfig(java.lang.String propertyName)

Method Detail

getEmbeddingDimension

public java.lang.Integer getEmbeddingDimension()

getOutOfVocabularyProbability

public double getOutOfVocabularyProbability()

setEmbeddingDimension

public void setEmbeddingDimension(java.lang.Integer embeddingDimension)

setOutOfVocabularyProbability

public void setOutOfVocabularyProbability(double outOfVocabularyProbability)

validateProperties

public void validateProperties()

Overrides:

validateProperties in class CategoricalPropertyConfig