t

ai.h2o.sparkling.ml.params

H2OGridSearchParams

trait H2OGridSearchParams extends H2OGridSearchRandomDiscreteCriteriaParams with H2OGridSearchCartesianCriteriaParams with H2OGridSearchCommonCriteriaParams

Linear Supertypes
H2OGridSearchCommonCriteriaParams, H2OGridSearchCartesianCriteriaParams, H2OGridSearchRandomDiscreteCriteriaParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGridSearch
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  2. By Inheritance
Inherited
  1. H2OGridSearchParams
  2. H2OGridSearchCommonCriteriaParams
  3. H2OGridSearchCartesianCriteriaParams
  4. H2OGridSearchRandomDiscreteCriteriaParams
  5. H2OAlgoParamsBase
  6. H2OFrameLifecycle
  7. ParameterConstructorMethods
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. 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: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  7. final def clear(param: Param[_]): H2OGridSearchParams.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  10. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  11. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  12. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  16. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  17. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  18. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  19. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  20. def explainParams(): String
    Definition Classes
    Params
  21. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  22. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  23. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  24. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  25. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  26. def getAlgo(): H2OAlgorithm[_ <: Parameters]
  27. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  28. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  29. def getHyperParameters(): Map[String, Array[AnyRef]]
  30. def getMaxModels(): Int
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  31. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  32. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  33. def getParallelism(): Int
  34. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  35. def getSeed(): Long
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  36. def getSelectBestModelBy(): String
  37. def getStoppingMetric(): String
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  38. def getStoppingRounds(): Int
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  39. def getStoppingTolerance(): Double
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  40. def getStrategy(): String
    Definition Classes
    H2OGridSearchCommonCriteriaParams
  41. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  42. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  43. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  44. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  45. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  46. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  47. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  48. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  49. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  50. val maxModels: IntParam
    Attributes
    protected
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  51. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  52. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  53. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  54. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  55. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  56. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  57. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  58. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  59. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  60. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  61. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  62. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  63. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  64. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  65. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  66. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  67. final def set(paramPair: ParamPair[_]): H2OGridSearchParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  68. final def set(param: String, value: Any): H2OGridSearchParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  69. final def set[T](param: Param[T], value: T): H2OGridSearchParams.this.type
    Definition Classes
    Params
  70. def setAlgo(value: H2OAlgorithm[_ <: Parameters]): H2OGridSearchParams.this.type
  71. final def setDefault(paramPairs: ParamPair[_]*): H2OGridSearchParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  72. final def setDefault[T](param: Param[T], value: T): H2OGridSearchParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  73. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearchParams.this.type
  74. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearchParams.this.type
  75. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearchParams.this.type
  76. def setMaxModels(value: Int): H2OGridSearchParams.this.type
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  77. def setMaxRuntimeSecs(value: Double): H2OGridSearchParams.this.type
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  78. def setParallelism(value: Int): H2OGridSearchParams.this.type
  79. def setSeed(value: Long): H2OGridSearchParams.this.type
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  80. def setSelectBestModelBy(value: String): H2OGridSearchParams.this.type
  81. def setStoppingMetric(value: String): H2OGridSearchParams.this.type
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  82. def setStoppingRounds(value: Int): H2OGridSearchParams.this.type
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  83. def setStoppingTolerance(value: Double): H2OGridSearchParams.this.type
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  84. def setStrategy(value: String): H2OGridSearchParams.this.type
    Definition Classes
    H2OGridSearchCommonCriteriaParams
  85. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  86. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  87. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams
  88. val strategy: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGridSearchCommonCriteriaParams
  89. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  90. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  91. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  92. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  93. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  94. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  95. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from H2OGridSearchCommonCriteriaParams

Inherited from H2OGridSearchCartesianCriteriaParams

Inherited from H2OGridSearchRandomDiscreteCriteriaParams

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped