Trait

org.apache.spark.ml.h2o.algos

H2OGridSearchParams

Related Doc: package algos

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trait H2OGridSearchParams extends DeprecatableParams

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DeprecatableParams, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  1. H2OGridSearchParams
  2. DeprecatableParams
  3. Logging
  4. Params
  5. Serializable
  6. Serializable
  7. Identifiable
  8. AnyRef
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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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    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
    AnyRef → Any
  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  6. final def clear(param: Param[_]): H2OGridSearchParams.this.type

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    Definition Classes
    Params
  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
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    Params
  9. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
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    Params
  10. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  11. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  12. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  13. def explainParams(): String

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    Definition Classes
    Params
  14. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  15. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  16. def finalize(): Unit

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    protected[java.lang]
    Definition Classes
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    Annotations
    @throws( classOf[java.lang.Throwable] )
  17. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  18. def getAlgoParams(): Parameters

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  19. def getAllStringColumnsToCategorical(): Boolean

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

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    Definition Classes
    AnyRef → Any
  21. def getColumnsToCategorical(): Array[String]

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

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    Definition Classes
    Params
  23. def getFoldCol(): String

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

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  25. def getLabelCol(): String

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  26. def getMaxModels(): Int

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  27. def getMaxRuntimeSecs(): Double

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  28. def getNfolds(): Int

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

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

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    Definition Classes
    DeprecatableParams → Params
  31. def getPredictionCol(): String

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    Annotations
    @DeprecatedMethod( "getLabelCol" )
  32. def getRatio(): Double

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  33. def getSeed(): Long

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  34. def getSelectBestModelBy(): H2OGridSearchMetric

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  35. def getSelectBestModelDecreasing(): Boolean

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  36. def getStoppingMetric(): StoppingMetric

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  37. def getStoppingRounds(): Int

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  38. def getStoppingTolerance(): Double

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  39. def getStrategy(): Strategy

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

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    Definition Classes
    Params
  41. def hasParam(paramName: String): Boolean

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    Definition Classes
    DeprecatableParams → Params
  42. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  43. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  44. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
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    Logging
  45. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
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  46. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  47. final def isSet(param: Param[_]): Boolean

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    Definition Classes
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  48. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  49. def log: Logger

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    Attributes
    protected
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    Logging
  50. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Definition Classes
    Logging
  51. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  52. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging
  53. def logError(msg: ⇒ String): Unit

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    Logging
  54. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Logging
  55. def logInfo(msg: ⇒ String): Unit

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    Attributes
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    Definition Classes
    Logging
  56. def logName: String

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    Logging
  57. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging
  58. def logTrace(msg: ⇒ String): Unit

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    Logging
  59. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Logging
  60. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
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    Logging
  61. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
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  62. final def notify(): Unit

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  63. final def notifyAll(): Unit

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

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    Definition Classes
    Params
  65. def renamingMap: Map[String, String]

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    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

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    protected
    Definition Classes
    H2OGridSearchParamsDeprecatableParams
  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. def setAllStringColumnsToCategorical(value: Boolean): H2OGridSearchParams.this.type

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  71. def setColumnsToCategorical(columns: Array[String]): H2OGridSearchParams.this.type

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  72. def setColumnsToCategorical(first: String, others: String*): H2OGridSearchParams.this.type

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

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    protected
    Definition Classes
    Params
  74. final def setDefault[T](param: Param[T], value: T): H2OGridSearchParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  75. def setFoldCol(value: String): H2OGridSearchParams.this.type

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

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

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

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

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

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

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  82. def setNfolds(value: Int): H2OGridSearchParams.this.type

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

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    Annotations
    @DeprecatedMethod( "setLabelCol" )
  84. def setRatio(value: Double): H2OGridSearchParams.this.type

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

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  86. def setSelectBestModelBy(value: H2OGridSearchMetric): H2OGridSearchParams.this.type

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  87. def setSelectBestModelDecreasing(value: Boolean): H2OGridSearchParams.this.type

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  88. def setStoppingMetric(value: StoppingMetric): H2OGridSearchParams.this.type

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

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

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  91. def setStrategy(value: Strategy): H2OGridSearchParams.this.type

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

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    Definition Classes
    AnyRef
  93. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  94. final def wait(): Unit

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    @throws( ... )
  95. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  96. final def wait(arg0: Long): Unit

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    @throws( ... )

Inherited from DeprecatableParams

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped