Trait

org.apache.spark.ml.odkl.hyperopt

HasConfigurations

Related Doc: package hyperopt

Permalink

trait HasConfigurations extends Params with MetricsExtractor

Common summary block to store history of the hyperparameters search.

Linear Supertypes
MetricsExtractor, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
GridSearch, GroupedSearch, HyperparametersOptimizer, StochasticHyperopt
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. HasConfigurations
  2. MetricsExtractor
  3. Params
  4. Serializable
  5. Serializable
  6. Identifiable
  7. AnyRef
  8. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

    Permalink
    Definition Classes
    Params

  2. abstract val uid: String

    Permalink
    Definition Classes
    Identifiable

Concrete Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. final def clear(param: Param[_]): HasConfigurations.this.type

    Permalink
    Definition Classes
    Params

  7. def clone(): AnyRef

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

  8. val configurationIndexColumn: Param[String]

    Permalink

  9. val configurations: Block

    Permalink

  10. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  11. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  14. val errorColumn: Param[String]

    Permalink

  15. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  16. def explainParams(): String

    Permalink
    Definition Classes
    Params

  17. final def extract(model: ModelWithSummary[_]): Option[DataFrame]

    Permalink
    Definition Classes
    MetricsExtractor

  18. val extractExpression: Param[String]

    Permalink
    Definition Classes
    MetricsExtractor

  19. def extractImpl(model: ModelWithSummary[_]): Option[DataFrame]

    Permalink
    Attributes
    protected
    Definition Classes
    HasConfigurations → MetricsExtractor

  20. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

  21. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params

  22. def finalize(): Unit

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

  23. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  25. def getConfigurationIndexColumn: String

    Permalink

  26. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  27. def getErrorColumn: String

    Permalink

  28. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params

  29. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params

  30. def getResultingMetricColumn: String

    Permalink

  31. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params

  32. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  33. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  34. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  35. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  36. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef

  38. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  39. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  40. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params

  41. val resultingMetricColumn: Param[String]

    Permalink

  42. final def set(paramPair: ParamPair[_]): HasConfigurations.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  43. final def set(param: String, value: Any): HasConfigurations.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  44. final def set[T](param: Param[T], value: T): HasConfigurations.this.type

    Permalink
    Definition Classes
    Params

  45. def setConfigurationIndexColumn(value: String): HasConfigurations.this.type

    Permalink

  46. final def setDefault(paramPairs: ParamPair[_]*): HasConfigurations.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  47. final def setDefault[T](param: Param[T], value: T): HasConfigurations.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  48. def setErrorColumn(value: String): HasConfigurations.this.type

    Permalink

  49. def setExtractExpression(value: String): HasConfigurations.this.type

    Permalink
    Definition Classes
    MetricsExtractor

  50. def setResultingMetricColumn(value: String): HasConfigurations.this.type

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  52. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  53. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from MetricsExtractor

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped