com.oracle.bmc.datascience.model

Class Metadata

java.lang.Object

com.oracle.bmc.datascience.model.Metadata

@Generated(value="OracleSDKGenerator",
           comments="API Version: 20190101")
public final class Metadata
extends Object

Defines properties of each model metadata.
Note: Objects should always be created or deserialized using the Metadata.Builder. This model distinguishes fields that are null because they are unset from fields that are explicitly set to null. This is done in the setter methods of the Metadata.Builder, which maintain a set of all explicitly set fields called __explicitlySet__. The hashCode() and equals(Object) methods are implemented to take __explicitlySet__ into account. The constructor, on the other hand, does not set __explicitlySet__ (since the constructor cannot distinguish explicit null from unset null).

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	Metadata.Builder

Constructor Summary

Constructors

Constructor and Description
Metadata(String key, String value, String description, String category) Deprecated.

Method Summary

Modifier and Type	Method and Description
static Metadata.Builder	builder() Create a new builder.
boolean	equals(Object o)
Set<String>	get__explicitlySet__()
String	getCategory() Category of model metadata which should be null for defined metadata.For custom metadata is should be one of the following values “Performance,Training Profile,Training and Validation Datasets,Training Environment,other”.
String	getDescription() Description of model metadata
String	getKey() Key of the model Metadata.
String	getValue() Allowed values for useCaseType: binary_classification, regression, multinomial_classification, clustering, recommender, dimensionality_reduction/representation, time_series_forecasting, anomaly_detection, topic_modeling, ner, sentiment_analysis, image_classification, object_localization, other
int	hashCode()
Metadata.Builder	toBuilder()
String	toString()

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

Metadata

@ConstructorProperties(value={"key","value","description","category"})
 @Deprecated
public Metadata(String key,
                                                                                                    String value,
                                                                                                    String description,
                                                                                                    String category)

Deprecated.

Method Detail

builder

public static Metadata.Builder builder()

Create a new builder.

toBuilder

public Metadata.Builder toBuilder()

getKey

public String getKey()

Key of the model Metadata. The key can either be user defined or OCI defined. List of OCI defined keys: * useCaseType * libraryName * libraryVersion * estimatorClass * hyperParameters * testartifactresults

getValue

public String getValue()

Allowed values for useCaseType: binary_classification, regression, multinomial_classification, clustering, recommender, dimensionality_reduction/representation, time_series_forecasting, anomaly_detection, topic_modeling, ner, sentiment_analysis, image_classification, object_localization, other

Allowed values for libraryName: scikit-learn, xgboost, tensorflow, pytorch, mxnet, keras, lightGBM, pymc3, pyOD, spacy, prophet, sktime, statsmodels, cuml, oracle_automl, h2o, transformers, nltk, emcee, pystan, bert, gensim, flair, word2vec, ensemble, other

getDescription

public String getDescription()

Description of model metadata

getCategory

public String getCategory()

Category of model metadata which should be null for defined metadata.For custom metadata is should be one of the following values “Performance,Training Profile,Training and Validation Datasets,Training Environment,other”.

get__explicitlySet__

public Set<String> get__explicitlySet__()

equals

public boolean equals(Object o)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

toString

public String toString()

Overrides:

toString in class Object