trait H2OAlgoParamsHelper[P <: Parameters] extends Params

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

P

H2O's parameter type

Linear Supertypes
Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgorithm, H2ODRF, H2ODeepLearning, H2OGBM, H2OGLM, H2OKMeans, H2OSupervisedAlgorithm, H2OTreeBasedSupervisedAlgorithm, H2OUnsupervisedAlgorithm, H2OXGBoost, H2OAlgoCommonParams, H2OAlgoSharedTreeParams, H2OAlgoSupervisedParams, H2OAlgoUnsupervisedParams, H2ODRFParams, H2ODeepLearningParams, H2OGBMParams, H2OGLMParams, H2OKMeansParams, H2OXGBoostParams, HasStoppingCriteria
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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
  2. All

Type Members

  1. abstract type H2O_SCHEMA

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract def paramTag: ClassTag[P]
    Attributes
    protected
  3. abstract def schemaTag: ClassTag[H2O_SCHEMA]
    Attributes
    protected
  4. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam
    Attributes
    protected
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
  8. final def clear(param: Param[_]): H2OAlgoParamsHelper.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  11. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam
    Attributes
    protected
  13. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
  14. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  15. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  16. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  17. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  18. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  19. def explainParams(): String
    Definition Classes
    Params
  20. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  21. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  22. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  23. def floatParam(name: String, doc: Option[String] = None): FloatParam
    Attributes
    protected
  24. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
  25. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  26. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  27. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  28. def getDoc(doc: Option[String], fieldName: String): String
    Attributes
    protected
  29. def getH2ODoc(fieldName: String): String
    Attributes
    protected
  30. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  31. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  32. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  33. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  34. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  35. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam
    Attributes
    protected
  36. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
  37. def intParam(name: String, doc: Option[String] = None): IntParam
    Attributes
    protected
  38. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
  39. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  40. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  41. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  42. def longParam(name: String, doc: Option[String] = None): LongParam
    Attributes
    protected
  43. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
  44. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  45. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  46. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  47. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam
    Attributes
    protected
  48. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
  49. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam
    Attributes
    protected
  50. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
  51. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam
    Attributes
    protected
  52. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
  53. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam
    Attributes
    protected
  54. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
  55. def param[T](name: String, doc: Option[String] = None): Param[T]
    Attributes
    protected
  56. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
  57. val parameters: P
    Attributes
    protected
  58. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  59. final def set(paramPair: ParamPair[_]): H2OAlgoParamsHelper.this.type
    Attributes
    protected
    Definition Classes
    Params
  60. final def set(param: String, value: Any): H2OAlgoParamsHelper.this.type
    Attributes
    protected
    Definition Classes
    Params
  61. final def set[T](param: Param[T], value: T): H2OAlgoParamsHelper.this.type
    Definition Classes
    Params
  62. final def setDefault(paramPairs: ParamPair[_]*): H2OAlgoParamsHelper.this.type
    Attributes
    protected
    Definition Classes
    Params
  63. final def setDefault[T](param: Param[T], value: T): H2OAlgoParamsHelper.this.type
    Attributes
    protected
    Definition Classes
    Params
  64. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
  65. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
  66. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
  67. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
  68. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  69. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  70. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  71. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  72. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped