Trait

org.apache.spark.ml.h2o.algos

H2OAutoMLParams

Related Doc: package algos

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trait H2OAutoMLParams extends Params

Linear Supertypes
Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAutoML, H2OAutoML
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  1. H2OAutoMLParams
  2. Params
  3. Serializable
  4. Serializable
  5. Identifiable
  6. 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
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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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    protected
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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. final def clear(param: Param[_]): H2OAutoMLParams.this.type

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    Definition Classes
    Params

  7. def clone(): AnyRef

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

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

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

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    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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  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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    Attributes
    protected[java.lang]
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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 getAllStringColumnsToCategorical(): Boolean

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

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    Definition Classes
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  20. def getColumnsToCategorical(): Array[String]

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  21. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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    Definition Classes
    Params

  23. def getExcludeAlgos(): Array[algo]

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  24. def getFoldColumn(): String

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  25. def getIgnoredColumns(): Array[String]

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  26. def getLoss(): String

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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
    Params

  31. def getPredictionsCol(): String

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  32. def getProjectName(): String

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  33. def getRatio(): Double

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  34. def getSeed(): Int

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  35. def getStoppingMetric(): StoppingMetric

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  36. def getStoppingRounds(): Int

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  37. def getStoppingTolerance(): Double

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  38. def getTryMutations(): Boolean

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  39. def getWeightsColumn(): String

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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
    Params

  42. def hashCode(): Int

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    Definition Classes
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  43. final def isDefined(param: Param[_]): Boolean

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    Params

  44. final def isInstanceOf[T0]: Boolean

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    Any

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

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

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  47. final def notify(): Unit

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  48. final def notifyAll(): Unit

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

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    Definition Classes
    Params

  50. final def set(paramPair: ParamPair[_]): H2OAutoMLParams.this.type

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  51. final def set(param: String, value: Any): H2OAutoMLParams.this.type

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  52. final def set[T](param: Param[T], value: T): H2OAutoMLParams.this.type

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    Definition Classes
    Params

  53. def setAllStringColumnsToCategorical(value: Boolean): H2OAutoMLParams.this.type

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  54. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLParams.this.type

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  55. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLParams.this.type

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  56. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLParams.this.type

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  57. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  58. final def setDefault[T](param: Param[T], value: T): H2OAutoMLParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  59. def setExcludeAlgos(value: Array[algo]): H2OAutoMLParams.this.type

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  60. def setFoldColumn(value: String): H2OAutoMLParams.this.type

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  61. def setIgnoredColumns(value: Array[String]): H2OAutoMLParams.this.type

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  62. def setLoss(value: String): H2OAutoMLParams.this.type

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  63. def setMaxRuntimeSecs(value: Double): H2OAutoMLParams.this.type

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  64. def setNfolds(value: Int): H2OAutoMLParams.this.type

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  65. def setPredictionsCol(value: String): H2OAutoMLParams.this.type

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  66. def setProjectName(value: String): H2OAutoMLParams.this.type

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  67. def setRatio(value: Double): H2OAutoMLParams.this.type

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  68. def setSeed(value: Int): H2OAutoMLParams.this.type

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  69. def setStoppingMetric(value: StoppingMetric): H2OAutoMLParams.this.type

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  70. def setStoppingRounds(value: Int): H2OAutoMLParams.this.type

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  71. def setStoppingTolerance(value: Double): H2OAutoMLParams.this.type

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  72. def setTryMutations(value: Boolean): H2OAutoMLParams.this.type

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  73. def setWeightsColumn(value: String): H2OAutoMLParams.this.type

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

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    Definition Classes
    AnyRef

  75. def toString(): String

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    Identifiable → AnyRef → Any

  76. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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    @throws( ... )

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

setParam

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