Trait

ai.h2o.sparkling.ml.params

H2OCommonParams

Related Doc: package params

Permalink

trait H2OCommonParams extends H2OBaseMOJOParams

This trait contains parameters that are shared across all algorithms.

Linear Supertypes
H2OBaseMOJOParams, HasDataFrameSerializer, 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
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OCommonParams
  2. H2OBaseMOJOParams
  3. HasDataFrameSerializer
  4. Params
  5. Serializable
  6. Serializable
  7. Identifiable
  8. AnyRef
  9. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

    Permalink
    Definition Classes
    Params

  2. abstract val uid: String

    Permalink
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  7. def clone(): AnyRef

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

  8. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected

  9. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  10. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  12. final val dataFrameSerializer: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  17. def explainParams(): String

    Permalink
    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  20. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  23. def getColumnsToCategorical(): Array[String]

    Permalink

  24. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  25. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  26. def getDataFrameSerializer(): String

    Permalink
    Definition Classes
    HasDataFrameSerializer

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

    Permalink
    Definition Classes
    Params

  28. def getKeepBinaryModels(): Boolean

    Permalink

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  31. def getSplitRatio(): Double

    Permalink

  32. def getValidationDataFrame(): DataFrame

    Permalink

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

    Permalink
    Definition Classes
    Params

  34. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  35. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  37. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  39. final val keepBinaryModels: BooleanParam

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    AnyRef

  41. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  42. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

  52. def setDataFrameSerializer(fullClassName: String): H2OCommonParams.this.type

    Permalink
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    AnyRef

  60. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  61. final val validationDataFrame: NonSerializableNullableDataFrameParam

    Permalink
    Attributes
    protected

  62. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped