Trait

org.apache.spark.ml.h2o.param

H2OAlgoParamsHelper

Related Doc: package param

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trait H2OAlgoParamsHelper[P <: Parameters] extends Params

Base trait providing parameters utilities and shared methods for handling parameters for H2O objects

P

H2O's parameter type

Linear Supertypes
Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgoParams, H2OAlgorithm, H2ODeepLearning, H2ODeepLearningParams, H2OGBM, H2OGBMParams, H2OSharedTreeParams
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Inherited
  1. H2OAlgoParamsHelper
  2. Params
  3. Serializable
  4. Serializable
  5. Identifiable
  6. AnyRef
  7. Any
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Visibility
  1. Public
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Type Members

  1. abstract type H2O_SCHEMA

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Abstract Value Members

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

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    Definition Classes
    Params

  2. abstract def paramTag: ClassTag[P]

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    Attributes
    protected

  3. abstract def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected

  4. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete 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 $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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  7. def booleanParam(name: String, doc: String): BooleanParam

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  8. final def clear(param: Param[_]): H2OAlgoParamsHelper.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  12. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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  13. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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  14. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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  15. def doubleParam(name: String, doc: String): DoubleParam

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

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    Definition Classes
    AnyRef

  17. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  19. def explainParams(): String

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    Definition Classes
    Params

  20. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  22. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  26. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected

  27. def getH2ODoc(fieldName: String): String

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    Attributes
    protected

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  30. def getParams: P

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

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    Definition Classes
    Params

  32. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  33. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  34. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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  35. def intArrayParam(name: String, doc: String): IntArrayParam

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  36. def intParam(name: String, doc: Option[String] = None): IntParam

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  37. def intParam(name: String, doc: String): BooleanParam

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

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    Definition Classes
    Params

  39. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  41. def longParam(name: String, doc: Option[String] = None): LongParam

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  42. def longParam(name: String, doc: String): LongParam

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

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    Definition Classes
    AnyRef

  44. final def notify(): Unit

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    Definition Classes
    AnyRef

  45. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  46. def param[T](name: String, doc: Option[String] = None): Param[T]

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  47. def param[T](name: String, doc: String): Param[T]

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  48. var parameters: P

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    Attributes
    protected

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

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    Definition Classes
    Params

  50. final def set(paramPair: ParamPair[_]): H2OAlgoParamsHelper.this.type

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    Attributes
    protected
    Definition Classes
    Params

  51. final def set(param: String, value: Any): H2OAlgoParamsHelper.this.type

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    Attributes
    protected
    Definition Classes
    Params

  52. final def set[T](param: Param[T], value: T): H2OAlgoParamsHelper.this.type

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    Definition Classes
    Params

  53. final def setDefault(paramPairs: ParamPair[_]*): H2OAlgoParamsHelper.this.type

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    Attributes
    protected
    Definition Classes
    Params

  54. final def setDefault[T](param: Param[T], value: T): H2OAlgoParamsHelper.this.type

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    Attributes
    protected
    Definition Classes
    Params

  55. def setParams(params: P): Unit

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  56. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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  57. def stringArrayParam(name: String, doc: String): StringArrayParam

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  58. def stringParam(name: String, doc: Option[String] = None): Param[String]

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  59. def stringParam(name: String, doc: String): Param[String]

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

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    Definition Classes
    AnyRef

  61. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  62. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

Deprecated Value Members

  1. def validateParams(): Unit

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    Definition Classes
    Params
    Annotations
    @deprecated
    Deprecated

    (Since version 2.0.0) Will be removed in 2.1.0. Checks should be merged into transformSchema.

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped