ml.combust.mleap.core.feature

StringIndexerModel

case class StringIndexerModel(labels: Seq[String], handleInvalid: HandleInvalid = HandleInvalid.Error) extends Model with Product with Serializable

Class for string indexer model.

String indexer converts a string into an integer representation.

labels

list of labels that can be indexed

handleInvalid

how to handle invalid values (unseen or NULL labels): 'error' (throw an error), 'skip' (skips invalid data) or 'keep' (put invalid data in a special bucket at index labels.size

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Serializable, Serializable, Product, Equals, Model, AnyRef, Any
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  1. StringIndexerModel
  2. Serializable
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Instance Constructors

  1. new StringIndexerModel(labels: Seq[String], handleInvalid: HandleInvalid = HandleInvalid.Error)

    labels

    list of labels that can be indexed

    handleInvalid

    how to handle invalid values (unseen or NULL labels): 'error' (throw an error), 'skip' (skips invalid data) or 'keep' (put invalid data in a special bucket at index labels.size

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  6. def apply(value: Any): Int

    Convert a string into its integer representation.

    Convert a string into its integer representation.

    value

    label to index

    returns

    index of label

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  8. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef

  10. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

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

    Definition Classes
    AnyRef → Any

  12. val handleInvalid: HandleInvalid

    how to handle invalid values (unseen or NULL labels): 'error' (throw an error), 'skip' (skips invalid data) or 'keep' (put invalid data in a special bucket at index labels.

    how to handle invalid values (unseen or NULL labels): 'error' (throw an error), 'skip' (skips invalid data) or 'keep' (put invalid data in a special bucket at index labels.size

  13. def inputSchema: StructType

    Definition Classes
    StringIndexerModel → Model

  14. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  15. val labels: Seq[String]

    list of labels that can be indexed

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

    Definition Classes
    AnyRef

  17. final def notify(): Unit

    Definition Classes
    AnyRef

  18. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  19. def outputSchema: StructType

    Definition Classes
    StringIndexerModel → Model

  20. val stringToIndex: Map[String, Int]

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

    Definition Classes
    AnyRef

  22. def toReverse: ReverseStringIndexerModel

    Create a ml.combust.mleap.core.feature.ReverseStringIndexerModel from this model.

    Create a ml.combust.mleap.core.feature.ReverseStringIndexerModel from this model.

    returns

    reverse string indexer of this string indexer

  23. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
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    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Model

Inherited from AnyRef

Inherited from Any

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