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
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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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  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. final def clear(param: Param[_]): H2OAutoMLParams.this.type

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  7. def clone(): AnyRef

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    protected[java.lang]
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    @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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  10. final def eq(arg0: AnyRef): Boolean

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  11. def equals(arg0: Any): Boolean

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

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  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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  16. def finalize(): Unit

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    protected[java.lang]
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    @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. def getBalanceClasses(): Boolean

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

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    Definition Classes
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  21. def getClassSamplingFactors(): Array[Float]

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  22. def getColumnsToCategorical(): Array[String]

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  23. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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    Definition Classes
    Params

  25. def getExcludeAlgos(): Array[Algo]

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  26. def getFoldColumn(): String

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  27. def getIgnoredColumns(): Array[String]

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  28. def getKeepCrossValidationModels(): Boolean

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  29. def getKeepCrossValidationPredictions(): Boolean

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  30. def getMaxAfterBalanceSize(): Float

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  31. def getMaxModels(): Int

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  32. def getMaxRuntimeSecs(): Double

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  33. def getNfolds(): Int

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

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    Definition Classes
    Params

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

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    Params

  36. def getPredictionCol(): String

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  37. def getProjectName(): String

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  38. def getRatio(): Double

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  39. def getSeed(): Int

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  40. def getSortMetric(): String

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  41. def getStoppingMetric(): StoppingMetric

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  42. def getStoppingRounds(): Int

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  43. def getStoppingTolerance(): Double

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  44. def getWeightsColumn(): String

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

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    Definition Classes
    Params

  46. def hasParam(paramName: String): Boolean

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  47. def hashCode(): Int

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

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  49. final def isInstanceOf[T0]: Boolean

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

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

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  52. final def notify(): Unit

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  53. final def notifyAll(): Unit

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

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    Params

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

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

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

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    Definition Classes
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  58. def setAllStringColumnsToCategorical(value: Boolean): H2OAutoMLParams.this.type

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  59. def setBalanceClasses(value: Boolean): H2OAutoMLParams.this.type

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  60. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLParams.this.type

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

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

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

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

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    Params

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

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    Params

  66. def setExcludeAlgos(value: Array[Algo]): H2OAutoMLParams.this.type

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

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

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  69. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLParams.this.type

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  70. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLParams.this.type

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  71. def setMaxAfterBalanceSize(value: Float): H2OAutoMLParams.this.type

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  72. def setMaxModels(value: Int): H2OAutoMLParams.this.type

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

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

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  75. def setPredictionCol(value: String): H2OAutoMLParams.this.type

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

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

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

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  79. def setSortMetric(value: String): H2OAutoMLParams.this.type

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

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

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

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

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

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  85. def toString(): String

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    Identifiable → AnyRef → Any

  86. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

setParam

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