Class

ml.combust.mleap.core.feature

StringIndexerModel

Related Doc: package feature

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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' (doesn't work in MLeap Runtime and also throws an error) or 'keep' (put invalid data in a special bucket at index labels.size

Linear Supertypes
Serializable, Serializable, Product, Equals, Model, AnyRef, Any
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Inherited
  1. StringIndexerModel
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Model
  7. AnyRef
  8. Any
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Instance Constructors

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

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    labels

    list of labels that can be indexed

    handleInvalid

    how to handle invalid values (unseen or NULL labels): 'error' (throw an error), 'skip' (doesn't work in MLeap Runtime and also throws an error) or 'keep' (put invalid data in a special bucket at index labels.size

Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    AnyRef → Any

  4. def apply(value: Any): Int

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    Convert a string into its integer representation.

    Convert a string into its integer representation.

    value

    label to index

    returns

    index of label

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  8. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  10. val handleInvalid: HandleInvalid

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    how to handle invalid values (unseen or NULL labels): 'error' (throw an error), 'skip' (doesn't work in MLeap Runtime and also throws an error) or 'keep' (put invalid data in a special bucket at index labels.size

  11. def inputSchema: StructType

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    Definition Classes
    StringIndexerModel → Model

  12. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  13. val labels: Seq[String]

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    list of labels that can be indexed

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

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    Definition Classes
    AnyRef

  15. final def notify(): Unit

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    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  17. def outputSchema: StructType

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    Definition Classes
    StringIndexerModel → Model

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

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    Definition Classes
    AnyRef

  19. def toReverse: ReverseStringIndexerModel

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    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

  20. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    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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