Trait

org.apache.spark.ml.h2o.models

H2ODeepLearningParams

Related Doc: package models

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trait H2ODeepLearningParams extends H2OParams[DeepLearningParameters]

Parameters here can be set as normal and are duplicated to DeepLearningParameters H2O object

Linear Supertypes
H2OParams[DeepLearningParameters], Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2ODeepLearningParams
  2. H2OParams
  3. Params
  4. Serializable
  5. Serializable
  6. Identifiable
  7. AnyRef
  8. Any
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Type Members

  1. type H2O_SCHEMA = DeepLearningParametersV3

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    Definition Classes
    H2ODeepLearningParamsH2OParams

Abstract Value Members

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

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    Definition Classes
    Params
  2. 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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    Definition Classes
    H2OParams
  7. final def clear(param: Param[_]): H2ODeepLearningParams.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
    Definition Classes
    H2OParams
  12. def doubleParam(name: String): DoubleParam

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    Definition Classes
    H2OParams
  13. final val epochs: DoubleParam

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    All parameters should be set here along with their documentation and explained default values

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

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    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  16. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  17. def explainParams(): String

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    Definition Classes
    Params
  18. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  19. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  20. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  21. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  22. final def getClass(): Class[_]

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    Definition Classes
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  23. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  24. def getEpochs: Double

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  25. def getHidden: Array[Int]

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  26. def getL1: Double

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  27. def getL2: Double

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  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: DeepLearningParameters

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    Definition Classes
    H2OParams
  31. def getResponseColumn: String

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  32. def getTrainKey: String

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    Definition Classes
    H2OParams
  33. def getValidKey: String

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    Definition Classes
    H2OParams
  34. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  35. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  36. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  37. final val hidden: IntArrayParam

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  38. def intParam(name: String): IntParam

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    Definition Classes
    H2OParams
  39. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  40. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  41. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  42. final val l1: DoubleParam

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  43. final val l2: DoubleParam

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  44. def longParam(name: String): LongParam

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    Definition Classes
    H2OParams
  45. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  46. final def notify(): Unit

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    Definition Classes
    AnyRef
  47. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  48. def param[T](name: String): Param[T]

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    Definition Classes
    H2OParams
  49. def paramTag: ClassTag[DeepLearningParameters]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParamsH2OParams
  50. var parameters: DeepLearningParameters

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    Attributes
    protected
    Definition Classes
    H2OParams
  51. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  52. final val responseColumn: Param[String]

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  53. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParamsH2OParams
  54. final def set(paramPair: ParamPair[_]): H2ODeepLearningParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  55. final def set(param: String, value: Any): H2ODeepLearningParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  56. final def set[T](param: Param[T], value: T): H2ODeepLearningParams.this.type

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    Definition Classes
    Params
  57. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  58. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  59. def setParams(params: DeepLearningParameters): Unit

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    Definition Classes
    H2OParams
  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 val trainKey: H2OKeyParam[Frame]

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    Definition Classes
    H2OParams
  63. final val validKey: H2OKeyParam[Frame]

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    Definition Classes
    H2OParams
  64. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  65. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  66. final def wait(arg0: Long): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

Inherited from H2OParams[DeepLearningParameters]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

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