Packages

trait MLTransformer[T, M <: Model[_]] extends Transformer[T]

A MLTransformer is a basic transformer with a ML model and ML-related functionality.

T

Data type of the transformer

Annotations
@Evolving()
Linear Supertypes
Transformer[T], Identifiable, Logging, AnyRef, Any
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Inherited
  1. MLTransformer
  2. Transformer
  3. Identifiable
  4. Logging
  5. AnyRef
  6. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def fit(): MLTransformer.this.type

    Fit a model with the current data

  2. abstract def loadModel(): MLTransformer.this.type

    Load a model from a given path

  3. abstract val modelPath: Path
  4. abstract def saveModel(): MLTransformer.this.type

    Save the current model

  5. abstract def transform(): MLTransformer.this.type

    Transform the current data

    Transform the current data

    Definition Classes
    Transformer
  6. abstract def transformed: T

    Get the transformed data

    Get the transformed data

    Definition Classes
    Transformer

Concrete 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. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  6. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  7. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  8. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  9. def getCanonicalName: String
    Definition Classes
    Identifiable
  10. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  11. def getUUID: UUID
    Definition Classes
    Identifiable
  12. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  13. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  14. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  15. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  16. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  17. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  18. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  19. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  20. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  21. val model: M
  22. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  23. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  24. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  25. val overwriteModel: Boolean
  26. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  27. def toString(): String
    Definition Classes
    AnyRef → Any
  28. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  29. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  30. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Transformer[T]

Inherited from Identifiable

Inherited from Logging

Inherited from AnyRef

Inherited from Any

Ungrouped