Trait

ai.h2o.sparkling.ml.params

H2OGridSearchParams

Related Doc: package params

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

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  5. final def asInstanceOf[T0]: T0

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  6. def booleanParam(name: String, doc: String): BooleanParam

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    ParameterConstructorMethods

  7. final def clear(param: Param[_]): H2OGridSearchParams.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
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    H2OAlgoParamsBase

  10. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    H2OAlgoParamsBase

  11. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    H2OAlgoParamsBase

  12. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    H2OAlgoParamsBase

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

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    Params

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

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  15. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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

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

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  18. def equals(arg0: Any): Boolean

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

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  20. def explainParams(): String

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  21. final def extractParamMap(): ParamMap

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

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  23. def finalize(): Unit

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    @throws( classOf[java.lang.Throwable] )

  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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  26. def getAlgo(): H2OAlgorithm[_ <: Parameters]

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

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

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  29. def getHyperParameters(): Map[String, Array[AnyRef]]

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  30. def getMaxModels(): Int

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    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams

  31. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams

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

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  33. def getParallelism(): Int

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

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  35. def getSeed(): Long

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    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams

  36. def getSelectBestModelBy(): String

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  37. def getStoppingMetric(): String

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    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams

  38. def getStoppingRounds(): Int

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    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams

  39. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams

  40. def getStrategy(): String

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    Definition Classes
    H2OGridSearchCommonCriteriaParams

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

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    Params

  42. def hasParam(paramName: String): Boolean

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  43. def hashCode(): Int

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

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

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

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  47. final def isInstanceOf[T0]: Boolean

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

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

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  50. val maxModels: IntParam

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    H2OGridSearchRandomDiscreteCriteriaParams

  51. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

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    H2OGridSearchRandomDiscreteCriteriaParams

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

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  53. final def notify(): Unit

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  54. final def notifyAll(): Unit

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

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

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  57. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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  58. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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  59. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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

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  61. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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

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

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

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  65. val seed: LongParam

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    H2OGridSearchRandomDiscreteCriteriaParams

  66. final def set(paramPair: ParamPair[_]): H2OGridSearchParams.this.type

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  67. final def set(param: String, value: Any): H2OGridSearchParams.this.type

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  68. final def set[T](param: Param[T], value: T): H2OGridSearchParams.this.type

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  69. def setAlgo(value: H2OAlgorithm[_ <: Parameters]): H2OGridSearchParams.this.type

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  70. final def setDefault(paramPairs: ParamPair[_]*): H2OGridSearchParams.this.type

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  71. final def setDefault[T](param: Param[T], value: T): H2OGridSearchParams.this.type

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  72. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearchParams.this.type

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  73. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearchParams.this.type

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  74. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearchParams.this.type

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  75. def setMaxModels(value: Int): H2OGridSearchParams.this.type

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    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams

  76. def setMaxRuntimeSecs(value: Double): H2OGridSearchParams.this.type

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    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams

  77. def setParallelism(value: Int): H2OGridSearchParams.this.type

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  78. def setSeed(value: Long): H2OGridSearchParams.this.type

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    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams

  79. def setSelectBestModelBy(value: String): H2OGridSearchParams.this.type

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  80. def setStoppingMetric(value: String): H2OGridSearchParams.this.type

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    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams

  81. def setStoppingRounds(value: Int): H2OGridSearchParams.this.type

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    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams

  82. def setStoppingTolerance(value: Double): H2OGridSearchParams.this.type

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    Definition Classes
    H2OGridSearchRandomDiscreteCriteriaParams

  83. def setStrategy(value: String): H2OGridSearchParams.this.type

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    Definition Classes
    H2OGridSearchCommonCriteriaParams

  84. val stoppingMetric: Param[String]

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    H2OGridSearchRandomDiscreteCriteriaParams

  85. val stoppingRounds: IntParam

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    H2OGridSearchRandomDiscreteCriteriaParams

  86. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam

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    H2OGridSearchRandomDiscreteCriteriaParams

  87. val strategy: Param[String]

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    H2OGridSearchCommonCriteriaParams

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

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

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

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  91. def toString(): String

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  92. final def wait(): Unit

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    @throws( ... )

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

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

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    @throws( ... )

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

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