common

Type Members

1. trait APIRunnerBase extends AnyRef

   

2. class AlgorithmConfigurations extends MultipleAlgorithmsConfiguration

   

3. case class AlgorithmSubstitutionContext(namespace: String, entityName: String, h2oSchemaClass: Class[_], algorithmType: String, extraInheritedEntities: Seq[String] = Seq.empty, constructorMethods: Boolean = true, specificMetricsClass: Option[String] = None) extends SubstitutionContextBase with Product with Serializable

   

4. class AutoMLConfiguration extends SingleAlgorithmConfiguration

   

5. trait ConfigurationSource extends AnyRef

   

6. case class DeprecatedField(h2oName: String, implementation: String, sparkName: String, version: String, replacement: Option[String] = None, mojoImplementation: Option[String] = None) extends Product with Serializable

   

7. case class EntitySubstitutionContext(namespace: String, entityName: String, inheritedEntities: Seq[String], imports: Seq[String], parameters: String = "", annotations: Seq[String] = Seq.empty) extends SubstitutionContextBase with Product with Serializable

   

8. case class ExplicitField(h2oName: String, implementation: String, defaultValue: Any, sparkName: Option[String] = None, mojoImplementation: Option[String] = None) extends Product with Serializable

   

9. class FeatureEstimatorConfigurations extends MultipleAlgorithmsConfiguration

   

10. class GridSearchConfiguration extends SingleAlgorithmConfiguration

    

11. case class Metric(swFieldName: String, swMetricName: String, h2oName: String, dataType: Class[_], comment: String) extends Product with Serializable

    

12. trait MetricResolver extends AnyRef

    

13. trait MetricsConfigurations extends AnyRef

    

14. case class ModelMetricsSubstitutionContext(entityName: String, h2oSchemaClass: Class[_], parentEntities: Seq[String], classDescription: String) extends SubstitutionContextBase with Product with Serializable

    

15. case class ModelOutputSubstitutionContext(namespace: String, entityName: String, h2oSchemaClass: Class[_], ignoredOutputs: Seq[String]) extends SubstitutionContextBase with Product with Serializable

    

16. trait MultipleAlgorithmsConfiguration extends ConfigurationSource

    

    It's expected that this configuration source describes several (simple) algorithms where each algorithm has just one relevant parameter in parametersConfiguration (sequence)

17. trait OutputResolver extends AnyRef

    

18. case class Parameter(swName: String, h2oName: String, defaultValue: Any, dataType: Class[_], comment: String) extends Product with Serializable

    

19. trait ParameterResolver extends AnyRef

    

20. case class ParameterSubstitutionContext(namespace: String, entityName: String, h2oSchemaClass: Class[_], h2oParameterClass: Class[_], ignoredParameters: Seq[String], explicitFields: Seq[ExplicitField], deprecatedFields: Seq[DeprecatedField], explicitDefaultValues: Map[String, Any], typeExceptions: Map[String, Class[_]], defaultValueFieldPrefix: String = "_", defaultValueSource: DefaultValueSource.DefaultValueSource, defaultValuesOfCommonParameters: Map[String, Any], generateParamTag: Boolean) extends SubstitutionContextBase with Product with Serializable

    

21. case class ProblemSpecificAlgorithmSubstitutionContext(entityName: String, parentEntityName: String, namespace: String, parentNamespace: String, parametersToCheck: Seq[String]) extends SubstitutionContextBase with Product with Serializable

    

22. trait SingleAlgorithmConfiguration extends ConfigurationSource

    

    It's expected that this configuration source describes just one algorithm (e.g.

    It's expected that this configuration source describes just one algorithm (e.g. AutoML, GridSearch, ...) where the whole parametersConfiguration (sequence) is relevant to the algorithm

23. class StackedEnsembleConfiguration extends SingleAlgorithmConfiguration

    

24. trait SubstitutionContextBase extends AnyRef

    

25. class Word2VecConfiguration extends AnyRef