Trait

ai.h2o.sparkling.ml.params

H2OCommonParams

Related Doc: package params

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trait H2OCommonParams extends H2OBaseMOJOParams

This trait contains parameters that are shared across all algorithms.

Linear Supertypes
H2OBaseMOJOParams, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgorithm, H2OAlgorithmCommonParams, H2OAutoEncoder, H2OAutoEncoderBase, H2OAutoML, H2OAutoMLClassifier, H2OAutoMLParams, H2OAutoMLRegressor, H2OCoxPH, H2ODRF, H2ODRFClassifier, H2ODRFRegressor, H2ODeepLearning, H2ODeepLearningClassifier, H2ODeepLearningRegressor, H2ODimReductionEstimator, H2OEstimator, H2OFeatureEstimator, H2OGAM, H2OGAMClassifier, H2OGAMRegressor, H2OGBM, H2OGBMClassifier, H2OGBMRegressor, H2OGLM, H2OGLMClassifier, H2OGLMRegressor, H2OGLRM, H2OGLRMBase, H2OIsolationForest, H2OKMeans, H2OPCA, H2ORuleFit, H2ORuleFitClassifier, H2ORuleFitRegressor, H2OSupervisedAlgorithm, H2OSupervisedAlgorithmWithFoldColumn, H2OTreeBasedSupervisedAlgorithm, H2OTreeBasedUnsupervisedAlgorithm, H2OUnsupervisedAlgorithm, H2OXGBoost, H2OXGBoostClassifier, H2OXGBoostRegressor
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Inherited
  1. H2OCommonParams
  2. H2OBaseMOJOParams
  3. Params
  4. Serializable
  5. Serializable
  6. Identifiable
  7. AnyRef
  8. Any
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Visibility
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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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    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[_]): H2OCommonParams.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. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected

  9. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  10. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    protected
    Definition Classes
    Params

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

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    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

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    Definition Classes
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  15. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  16. def explainParams(): String

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    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  19. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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

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  23. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  24. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  26. def getKeepBinaryModels(): Boolean

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  29. def getSplitRatio(): Double

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  30. def getValidationDataFrame(): DataFrame

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

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    Definition Classes
    Params

  32. def hasParam(paramName: String): Boolean

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  33. def hashCode(): Int

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

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  35. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  37. final val keepBinaryModels: BooleanParam

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    Attributes
    protected

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

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    Definition Classes
    AnyRef

  39. final def notify(): Unit

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    Definition Classes
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  40. final def notifyAll(): Unit

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    AnyRef

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

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    Definition Classes
    Params

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  45. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OCommonParams.this.type

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  52. def setKeepBinaryModels(value: Boolean): H2OCommonParams.this.type

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

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  54. def setValidationDataFrame(dataFrame: DataFrame): H2OCommonParams.this.type

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  55. final val splitRatio: org.apache.spark.ml.param.DoubleParam

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    protected

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

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    Definition Classes
    AnyRef

  57. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  58. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected

  59. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    @throws( ... )

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

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    @throws( ... )

Inherited from H2OBaseMOJOParams

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped