ReadablePretrainedSubwordEntityResolver

Value Members

1. final def !=(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

   AnyRef → Any

3. final def ==(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

4. def accuracy(dataset: DataFrame, trueCol: String, resolverCol: String, numOfChars: Int = 0): Double

   

   calculates the accuracy metric for the EntityResolverModel in the provided dataset; the dataset should contain a column with the true code and a column from the EntityResolverModel annotator

   calculates the accuracy metric for the EntityResolverModel in the provided dataset; the dataset should contain a column with the true code and a column from the EntityResolverModel annotator

   dataset

   Transformed DataFrame

   trueCol

   Column with the ground truth code

   resolverCol

   Column with the EntityResolverModel annotation

   returns

   The rate of correct entities

   Definition Classes

   EvalEntityResolver

5. def addReader(reader: (SubwordEntityResolverModel, String, SparkSession) ⇒ Unit): Unit

   

   Definition Classes

   ParamsAndFeaturesReadable

6. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

7. def clone(): AnyRef

   

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

8. val defaultLang: String

   

   Definition Classes

   HasPretrained

9. val defaultLoc: String

   

   Definition Classes

   HasPretrained

10. val defaultModelName: None.type

    

    Definition Classes

    ReadablePretrainedSubwordEntityResolver → HasPretrained

11. final def eq(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

12. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

13. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

14. final def getClass(): Class[_]

    

    Definition Classes

    AnyRef → Any

15. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

16. def hitsAtK(dataset: DataFrame, trueCol: String, resolverCol: String, k: Int, numOfChars: Int = 0): Double

    
    dataset

    Transformed DataFrame

    trueCol

    Column with the ground truth code

    resolverCol

    Column with the EntityResolverModel annotation

    k

    Number of results to include in the set (k parameter for Hits@K)

    numOfChars

    Number of characters to compare from the codes starting from left; defaults to 0 which compares the full code

    returns

    The rate of correct entities appearing in the top k entries for each instance list

    Definition Classes

    EvalEntityResolver

17. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

18. def load(path: String): SubwordEntityResolverModel

    

    Definition Classes

    MLReadable

    Annotations

    @Since( "1.6.0" )

19. final def ne(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

20. final def notify(): Unit

    

    Definition Classes

    AnyRef

21. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

22. def pretrained(name: String, lang: String, remoteLoc: String): SubwordEntityResolverModel

    

    Definition Classes

    ReadablePretrainedSubwordEntityResolver → HasPretrained

23. def pretrained(name: String, lang: String): SubwordEntityResolverModel

    

    Definition Classes

    ReadablePretrainedSubwordEntityResolver → HasPretrained

24. def pretrained(name: String): SubwordEntityResolverModel

    

    Definition Classes

    ReadablePretrainedSubwordEntityResolver → HasPretrained

25. def pretrained(): SubwordEntityResolverModel

    

    Java compliant-overrides

    Java compliant-overrides

    Definition Classes

    ReadablePretrainedSubwordEntityResolver → HasPretrained

26. def read: MLReader[SubwordEntityResolverModel]

    

    Definition Classes

    ParamsAndFeaturesReadable → DefaultParamsReadable → MLReadable

27. final def synchronized[T0](arg0: ⇒ T0): T0

    

    Definition Classes

    AnyRef

28. def toString(): String

    

    Definition Classes

    AnyRef → Any

29. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

30. final def wait(arg0: Long, arg1: Int): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

31. final def wait(arg0: Long): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )