Trait

ai.h2o.sparkling.ml.params

H2OCommonParams

Related Doc: package params

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trait H2OCommonParams extends H2OBaseMOJOParams with H2OAlgoParamsBase

This trait contains parameters that are shared across all algorithms.

Linear Supertypes
H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Logging, 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, H2OSupervisedAlgorithm, H2OSupervisedAlgorithmWithFoldColumn, H2OTreeBasedSupervisedAlgorithm, H2OTreeBasedUnsupervisedAlgorithm, H2OUnsupervisedAlgorithm, H2OXGBoost, H2OXGBoostClassifier, H2OXGBoostRegressor
Ordering
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  2. By Inheritance
Inherited
  1. H2OCommonParams
  2. H2OAlgoParamsBase
  3. H2OFrameLifecycle
  4. ParameterConstructorMethods
  5. H2OBaseMOJOParams
  6. Logging
  7. Logging
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  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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    Attributes
    protected

  10. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  11. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  12. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  13. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  14. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  15. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  18. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  19. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  20. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  22. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  24. def explainParams(): String

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    Definition Classes
    Params

  25. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  27. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  28. def finalize(): Unit

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

  29. def floatParam(name: String, doc: String): FloatParam

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  32. def getColumnsToCategorical(): Array[String]

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  33. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  34. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  36. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  37. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  38. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  41. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  42. def getSplitRatio(): Double

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  43. def getValidationDataFrame(): DataFrame

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  44. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  45. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  46. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  48. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  49. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  51. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  52. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
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    ParameterConstructorMethods

  53. def intParam(name: String, doc: String): IntParam

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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  55. final def isInstanceOf[T0]: Boolean

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    Any

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

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    Params

  57. def isTraceEnabled(): Boolean

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    Attributes
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    Definition Classes
    Logging

  58. def log: Logger

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    Attributes
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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Attributes
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    Logging

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

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    Logging

  65. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Attributes
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    Logging

  70. def longParam(name: String, doc: String): LongParam

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    Attributes
    protected
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    ParameterConstructorMethods

  71. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  73. final def notify(): Unit

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    Definition Classes
    AnyRef

  74. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  75. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    ParameterConstructorMethods

  76. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    ParameterConstructorMethods

  77. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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    Attributes
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    ParameterConstructorMethods

  78. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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    ParameterConstructorMethods

  79. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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    ParameterConstructorMethods

  80. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    ParameterConstructorMethods

  81. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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    ParameterConstructorMethods

  82. def nullableStringParam(name: String, doc: String): NullableStringParam

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    ParameterConstructorMethods

  83. def param[T](name: String, doc: String): Param[T]

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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  85. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
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    Params

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

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    Attributes
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    Params

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

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    Definition Classes
    Params

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

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

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

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

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

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

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    Attributes
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    Params

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

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    Attributes
    protected
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    Params

  96. def setDetailedPredictionCol(columnName: String): H2OCommonParams.this.type

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

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  98. def setFeaturesCols(columnNames: ArrayList[String]): H2OCommonParams.this.type

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

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

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  101. def setNamedMojoOutputColumns(value: Boolean): H2OCommonParams.this.type

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  102. def setPredictionCol(columnName: String): H2OCommonParams.this.type

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

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

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  105. def setWithContributions(enabled: Boolean): H2OCommonParams.this.type

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  106. def setWithDetailedPredictionCol(enabled: Boolean): H2OCommonParams.this.type

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

  107. def setWithLeafNodeAssignments(enabled: Boolean): H2OCommonParams.this.type

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  108. def setWithStageResults(enabled: Boolean): H2OCommonParams.this.type

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

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    Attributes
    protected

  110. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Attributes
    protected
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    ParameterConstructorMethods

  111. def stringParam(name: String, doc: String): Param[String]

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  113. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  114. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected

  115. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

  118. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  119. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  120. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  121. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped