Trait

org.apache.spark.ml.h2o.models

H2OParams

Related Doc: package models

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trait H2OParams[P <: Parameters] extends Params

A trait extracting a shared parameters among all models.

Linear Supertypes
Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgorithm, H2ODeepLearning, H2ODeepLearningParams, H2OGBM, H2OGBMParams, H2OTreeParams
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Inherited
  1. H2OParams
  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): BooleanParam

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  7. final def clear(param: Param[_]): H2OParams.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  11. def doc(fieldName: String): String

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    Attributes
    protected

  12. def doubleParam(name: String): DoubleParam

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

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    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  16. def explainParams(): String

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    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  19. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  25. def getParams: P

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  26. def getTrainKey: String

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  27. def getValidKey: String

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

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    Definition Classes
    Params

  29. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  30. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  31. def intParam(name: String): IntParam

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

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    Definition Classes
    Params

  33. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  35. def longParam(name: String): LongParam

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

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    Definition Classes
    AnyRef

  37. final def notify(): Unit

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    Definition Classes
    AnyRef

  38. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  39. def param[T](name: String): Param[T]

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  40. var parameters: P

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    Attributes
    protected

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

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    Definition Classes
    Params

  42. final def set(paramPair: ParamPair[_]): H2OParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  43. final def set(param: String, value: Any): H2OParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  44. final def set[T](param: Param[T], value: T): H2OParams.this.type

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    Definition Classes
    Params

  45. final def setDefault(paramPairs: ParamPair[_]*): H2OParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  46. final def setDefault[T](param: Param[T], value: T): H2OParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  47. def setParams(params: P): Unit

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

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    Definition Classes
    AnyRef

  49. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  50. final val trainKey: H2OKeyParam[Frame]

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  51. final val validKey: H2OKeyParam[Frame]

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  52. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    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

getParam

Ungrouped