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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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
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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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    Any

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  10. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
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    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
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    Params

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

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    Attributes
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    Params

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

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    Attributes
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    ParameterConstructorMethods

  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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    AnyRef

  18. def equals(arg0: Any): Boolean

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

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    Definition Classes
    Params

  20. def explainParams(): String

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    Definition Classes
    Params

  21. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Params

  23. def finalize(): Unit

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    Attributes
    protected[java.lang]
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    AnyRef
    Annotations
    @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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    Params

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

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

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

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    Definition Classes
    Params

  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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    Definition Classes
    Params

  33. def getParallelism(): Int

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

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    Definition Classes
    Params

  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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    Definition Classes
    Params

  42. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  43. def hashCode(): Int

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

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    ParameterConstructorMethods

  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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    Attributes
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    H2OGridSearchRandomDiscreteCriteriaParams

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

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    Attributes
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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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    AnyRef

  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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    Params

  65. val seed: LongParam

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    Attributes
    protected
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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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    Definition Classes
    Params

  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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    Params

  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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    Attributes
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    H2OGridSearchRandomDiscreteCriteriaParams

  87. val strategy: Param[String]

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    Attributes
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    H2OGridSearchCommonCriteriaParams

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

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    ParameterConstructorMethods

  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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    Identifiable → AnyRef → Any

  92. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

  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

Ungrouped