Trait/Object

ai.h2o.sparkling.ml.params

H2OAlgoParamsHelper

Related Docs: object H2OAlgoParamsHelper | package params

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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
H2OAlgoCommonParams, H2OAlgoSharedTreeParams, H2OAlgoSupervisedParams, H2OAlgoUnsupervisedParams, H2OAlgorithm, H2ODRF, H2ODRFParams, H2ODeepLearning, H2ODeepLearningParams, H2OGBM, H2OGBMParams, H2OGLM, H2OGLMParams, H2OKMeans, H2OKMeansParams, H2OSupervisedAlgorithm, H2OTreeBasedSupervisedAlgorithm, H2OUnsupervisedAlgorithm, H2OXGBoost, 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
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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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  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
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  2. final def ##(): Int

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

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    Params

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

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    Definition Classes
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  5. final def asInstanceOf[T0]: T0

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  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
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  9. def clone(): AnyRef

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

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

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

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  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): org.apache.spark.ml.param.DoubleParam

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  15. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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

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    Definition Classes
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  17. def equals(arg0: Any): Boolean

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

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    Definition Classes
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  19. def explainParams(): String

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    Definition Classes
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  20. final def extractParamMap(): ParamMap

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

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    Definition Classes
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  22. def finalize(): Unit

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

  23. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
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  24. def floatParam(name: String, doc: String): FloatParam

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

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    Definition Classes
    Params

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

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

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    Definition Classes
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  28. def getDoc(doc: Option[String], fieldName: String): String

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  29. def getH2ODoc(fieldName: String): String

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

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    Definition Classes
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  31. def getParam(paramName: String): Param[Any]

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

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    Definition Classes
    Params

  33. def hasParam(paramName: String): Boolean

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    Definition Classes
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  34. def hashCode(): Int

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

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

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

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  38. def intParam(name: String, doc: String): IntParam

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

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

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

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

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    Definition Classes
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  45. final def notify(): Unit

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  46. final def notifyAll(): Unit

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  47. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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  48. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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  49. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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  50. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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  51. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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  52. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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  53. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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  54. def nullableStringParam(name: String, doc: String): NullableStringParam

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

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

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  57. var parameters: P

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

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    Definition Classes
    Params

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
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  69. def toString(): String

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    Identifiable → AnyRef → Any

  70. final def wait(): Unit

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    @throws( ... )

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

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

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Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped