Trait

ai.h2o.sparkling.ml.params

H2OAlgorithmCommonParams

Related Doc: package params

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trait H2OAlgorithmCommonParams extends H2OCommonParams with H2OAlgorithmMOJOParams

This trait contains parameters that are shared across all algorithms.

Linear Supertypes
H2OAlgorithmMOJOParams, Logging, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgorithm, H2OAutoML, H2OAutoMLClassifier, H2OAutoMLParams, H2OAutoMLRegressor, H2OCoxPH, H2ODRF, H2ODRFClassifier, H2ODRFRegressor, H2ODeepLearning, H2ODeepLearningClassifier, H2ODeepLearningRegressor, H2OGAM, H2OGAMClassifier, H2OGAMRegressor, H2OGBM, H2OGBMClassifier, H2OGBMRegressor, H2OGLM, H2OGLMClassifier, H2OGLMRegressor, H2OIsolationForest, H2OKMeans, H2ORuleFit, H2ORuleFitClassifier, H2ORuleFitRegressor, H2OSupervisedAlgorithm, H2OSupervisedAlgorithmWithFoldColumn, H2OTreeBasedSupervisedAlgorithm, H2OTreeBasedUnsupervisedAlgorithm, H2OUnsupervisedAlgorithm, H2OXGBoost, H2OXGBoostClassifier, H2OXGBoostRegressor
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Inherited
  1. H2OAlgorithmCommonParams
  2. H2OAlgorithmMOJOParams
  3. Logging
  4. Logging
  5. H2OCommonParams
  6. H2OBaseMOJOParams
  7. HasDataFrameSerializer
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

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
    AnyRef → Any

  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[_]): H2OAlgorithmCommonParams.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
    Definition Classes
    H2OCommonParams

  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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    Attributes
    protected
    Definition Classes
    Params

  12. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

  14. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  21. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  22. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  25. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  26. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  27. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  28. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  30. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  31. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  32. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  33. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  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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    Definition Classes
    Params

  36. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  37. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  38. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  39. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  40. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  41. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  43. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  44. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  46. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  48. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  50. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  51. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  52. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

  59. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  64. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  66. final def notify(): Unit

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    Definition Classes
    AnyRef

  67. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  69. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  70. final def set(paramPair: ParamPair[_]): H2OAlgorithmCommonParams.this.type

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    Params

  71. final def set(param: String, value: Any): H2OAlgorithmCommonParams.this.type

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    Attributes
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    Params

  72. final def set[T](param: Param[T], value: T): H2OAlgorithmCommonParams.this.type

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    Definition Classes
    Params

  73. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAlgorithmCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  74. def setColumnsToCategorical(columns: Array[String]): H2OAlgorithmCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  75. def setColumnsToCategorical(first: String, others: String*): H2OAlgorithmCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  76. def setConvertInvalidNumbersToNa(value: Boolean): H2OAlgorithmCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  77. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAlgorithmCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  78. def setDataFrameSerializer(fullClassName: String): H2OAlgorithmCommonParams.this.type

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    Definition Classes
    H2OBaseMOJOParams

  79. final def setDefault(paramPairs: ParamPair[_]*): H2OAlgorithmCommonParams.this.type

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    Attributes
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    Params

  80. final def setDefault[T](param: Param[T], value: T): H2OAlgorithmCommonParams.this.type

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    Attributes
    protected
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    Params

  81. def setDetailedPredictionCol(columnName: String): H2OAlgorithmCommonParams.this.type

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  82. def setFeaturesCol(first: String): H2OAlgorithmCommonParams.this.type

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  83. def setFeaturesCols(columnNames: ArrayList[String]): H2OAlgorithmCommonParams.this.type

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  84. def setFeaturesCols(columnNames: Array[String]): H2OAlgorithmCommonParams.this.type

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  85. def setFeaturesCols(first: String, others: String*): H2OAlgorithmCommonParams.this.type

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  86. def setKeepBinaryModels(value: Boolean): H2OAlgorithmCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  87. def setNamedMojoOutputColumns(value: Boolean): H2OAlgorithmCommonParams.this.type

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  88. def setPredictionCol(columnName: String): H2OAlgorithmCommonParams.this.type

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  89. def setSplitRatio(ratio: Double): H2OAlgorithmCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  90. def setValidationDataFrame(dataFrame: DataFrame): H2OAlgorithmCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  91. def setWithContributions(enabled: Boolean): H2OAlgorithmCommonParams.this.type

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  92. def setWithDetailedPredictionCol(enabled: Boolean): H2OAlgorithmCommonParams.this.type

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    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  93. def setWithLeafNodeAssignments(enabled: Boolean): H2OAlgorithmCommonParams.this.type

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  94. def setWithStageResults(enabled: Boolean): H2OAlgorithmCommonParams.this.type

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

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    AnyRef

  97. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  98. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  99. final def wait(): Unit

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    Annotations
    @throws( ... )

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

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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

  102. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  103. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  104. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  105. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OAlgorithmMOJOParams

Inherited from Logging

Inherited from Logging

Inherited from H2OCommonParams

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