com.etsy.conjecture.scalding.util

MulticlassHyperparameterSearcher

class MulticlassHyperparameterSearcher extends HyperparameterSearcher[MulticlassLabel, UpdateableMulticlassLinearModel, MulticlassModelEvaluation]

Linear Supertypes
HyperparameterSearcher[MulticlassLabel, UpdateableMulticlassLinearModel, MulticlassModelEvaluation], Serializable, AnyRef, Any
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Inherited
  1. MulticlassHyperparameterSearcher
  2. HyperparameterSearcher
  3. Serializable
  4. AnyRef
  5. Any
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  1. Public
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Instance Constructors

  1. new MulticlassHyperparameterSearcher(option: DynamicOptions, parameters: Seq[HyperParameter[_]], numTrials: Int, categories: Array[String])

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. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def clone(): AnyRef

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

  8. def createParameterReport(rawResults: Pipe): Pipe

    Definition Classes
    HyperparameterSearcher

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

    Definition Classes
    AnyRef

  10. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  11. def evaluate(models: Pipe, testSet: Pipe): Pipe

    Definition Classes
    HyperparameterSearcher

  12. def evaluateAccuracy(instances: List[LabeledInstance[MulticlassLabel]], model: UpdateableMulticlassLinearModel): Double

    Definition Classes
    HyperparameterSearcher

  13. val evaluator: MulticlassEvaluator

    Definition Classes
    MulticlassHyperparameterSearcher → HyperparameterSearcher

  14. def finalize(): Unit

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

  15. def generateTrials(instances: Pipe, instance_field: Symbol): Pipe

    Definition Classes
    HyperparameterSearcher

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

    Definition Classes
    AnyRef → Any

  17. def getModelTrainer(args: Args): MulticlassModelTrainer

    Definition Classes
    MulticlassHyperparameterSearcher → HyperparameterSearcher

  18. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  19. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  21. final def notify(): Unit

    Definition Classes
    AnyRef

  22. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  23. val options: DynamicOptions

    Definition Classes
    HyperparameterSearcher

  24. def sampledParameters(rng: Random): Args

    Definition Classes
    HyperparameterSearcher

  25. def search(instances: Pipe, instance_field: Symbol): (Pipe, Pipe)

    Definition Classes
    HyperparameterSearcher

  26. val settings: Map[Int, Args]

    Definition Classes
    HyperparameterSearcher

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

    Definition Classes
    AnyRef

  28. def toString(): String

    Definition Classes
    AnyRef → Any

  29. def trainTrials(instances: Pipe): Pipe

    Definition Classes
    HyperparameterSearcher

  30. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from HyperparameterSearcher[MulticlassLabel, UpdateableMulticlassLinearModel, MulticlassModelEvaluation]

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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