Trait

org.apache.spark.ml.h2o.param

H2OCommonParams

Related Doc: package param

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trait H2OCommonParams extends Params with Logging

This trait contains parameters that are shared across all algorithms.

Linear Supertypes
Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgoParams, H2OAlgorithm, H2OAlgorithmCommons, H2OAutoML, H2OAutoML, H2OAutoMLParams, H2ODeepLearning, H2ODeepLearning, H2ODeepLearningParams, H2OGBM, H2OGBM, H2OGBMParams, H2OGLM, H2OGLM, H2OGLMParams, H2OGridSearch, H2OGridSearch, H2OGridSearchParams, H2OSharedTreeParams, H2OXGBoost, H2OXGBoost, H2OXGBoostParams
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Inherited
  1. H2OCommonParams
  2. Logging
  3. Params
  4. Serializable
  5. Serializable
  6. Identifiable
  7. AnyRef
  8. 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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    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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    protected
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    Params

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

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    Definition Classes
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  5. final val allStringColumnsToCategorical: BooleanParam

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    protected

  6. final def asInstanceOf[T0]: T0

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  7. final def clear(param: Param[_]): H2OCommonParams.this.type

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  8. def clone(): AnyRef

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

  9. final val columnsToCategorical: StringArrayParam

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  10. final val convertInvalidNumbersToNa: BooleanParam

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  11. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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

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    Params

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

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

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  15. def equals(arg0: Any): Boolean

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

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    Params

  17. def explainParams(): String

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    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Params

  20. final val featuresCols: StringArrayParam

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    protected

  21. def finalize(): Unit

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

  22. final val foldCol: NullableStringParam

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  23. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
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  24. def getAllStringColumnsToCategorical(): Boolean

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

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

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  27. def getConvertInvalidNumbersToNa(): Boolean

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  28. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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    Definition Classes
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  30. def getExcludedCols(): Seq[String]

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  31. def getFeaturesCols(): Array[String]

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  32. def getFoldCol(): String

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  33. def getLabelCol(): String

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  34. def getNfolds(): Int

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

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

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  37. def getSeed(): Long

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  38. def getSplitRatio(): Double

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  39. def getWeightCol(): String

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

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  41. def hasParam(paramName: String): Boolean

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  42. def hashCode(): Int

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  43. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Logging

  44. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

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

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  46. final def isInstanceOf[T0]: Boolean

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

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  48. def isTraceEnabled(): Boolean

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    Logging

  49. final val labelCol: Param[String]

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  50. def log: Logger

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    Logging

  51. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  52. def logDebug(msg: ⇒ String): Unit

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    Logging

  53. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  54. def logError(msg: ⇒ String): Unit

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    Logging

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

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  56. def logInfo(msg: ⇒ String): Unit

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  57. def logName: String

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    Logging

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

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  59. def logTrace(msg: ⇒ String): Unit

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    Logging

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

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    Logging

  61. def logWarning(msg: ⇒ String): Unit

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    Logging

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

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  63. final val nfolds: IntParam

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  64. final def notify(): Unit

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  65. final def notifyAll(): Unit

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

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  67. final val seed: LongParam

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  68. final def set(paramPair: ParamPair[_]): H2OCommonParams.this.type

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  69. final def set(param: String, value: Any): H2OCommonParams.this.type

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  70. final def set[T](param: Param[T], value: T): H2OCommonParams.this.type

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  71. def setAllStringColumnsToCategorical(value: Boolean): H2OCommonParams.this.type

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  72. def setColumnsToCategorical(columns: Array[String]): H2OCommonParams.this.type

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  73. def setColumnsToCategorical(first: String, others: String*): H2OCommonParams.this.type

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  74. def setConvertInvalidNumbersToNa(value: Boolean): H2OCommonParams.this.type

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  75. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OCommonParams.this.type

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  76. final def setDefault(paramPairs: ParamPair[_]*): H2OCommonParams.this.type

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  77. final def setDefault[T](param: Param[T], value: T): H2OCommonParams.this.type

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  78. def setFeaturesCol(first: String): H2OCommonParams.this.type

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  79. def setFeaturesCols(columnNames: Array[String]): H2OCommonParams.this.type

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  80. def setFeaturesCols(first: String, others: String*): H2OCommonParams.this.type

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  81. def setFoldCol(columnName: String): H2OCommonParams.this.type

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  82. def setLabelCol(columnName: String): H2OCommonParams.this.type

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  83. def setNfolds(value: Int): H2OCommonParams.this.type

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  84. def setSeed(value: Long): H2OCommonParams.this.type

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  85. def setSplitRatio(ratio: Double): H2OCommonParams.this.type

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  86. def setWeightCol(columnName: String): H2OCommonParams.this.type

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  87. final val splitRatio: DoubleParam

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

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  89. def toString(): String

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  90. final def wait(): Unit

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    @throws( ... )

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

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

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  93. final val weightCol: NullableStringParam

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Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped