Trait

org.apache.spark.ml.h2o.algos

H2ODeepLearningParams

Related Doc: package algos

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trait H2ODeepLearningParams extends H2OAlgoParams[DeepLearningParameters]

Parameters here can be set as normal and are duplicated to DeepLearningParameters H2O object

Linear Supertypes
H2OAlgoParams[DeepLearningParameters], H2OAlgoParamsHelper[DeepLearningParameters], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
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Inherited
  1. H2ODeepLearningParams
  2. H2OAlgoParams
  3. H2OAlgoParamsHelper
  4. Params
  5. Serializable
  6. Serializable
  7. Identifiable
  8. AnyRef
  9. Any
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Type Members

  1. type H2O_SCHEMA = DeepLearningParametersV3

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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
    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. def H2ODistributionParam(name: String): H2ODistributionParam

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    Definition Classes
    H2OAlgoParams
  6. final val allStringColumnsToCategorical: BooleanParam

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    Definition Classes
    H2OAlgoParams
  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  8. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Definition Classes
    H2OAlgoParamsHelper
  9. def booleanParam(name: String, doc: String): BooleanParam

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    Definition Classes
    H2OAlgoParamsHelper
  10. final def clear(param: Param[_]): H2ODeepLearningParams.this.type

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    Definition Classes
    Params
  11. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  12. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Definition Classes
    H2OAlgoParams
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  14. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  15. final val distribution: H2ODistributionParam

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    Definition Classes
    H2OAlgoParams
  16. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  17. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  18. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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    Definition Classes
    H2OAlgoParamsHelper
  19. def doubleParam(name: String, doc: String): DoubleParam

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    Definition Classes
    H2OAlgoParamsHelper
  20. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  21. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  22. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  23. def explainParams(): String

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    Definition Classes
    Params
  24. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  25. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  26. final val featuresCols: StringArrayParam

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    Definition Classes
    H2OAlgoParams
  27. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  28. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  29. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OAlgoParams
  30. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  31. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OAlgoParams
  32. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  33. def getDistribution(): DistributionFamily

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    Definition Classes
    H2OAlgoParams
  34. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  35. def getEpochs(): Double

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  36. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgoParams
  37. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  38. def getHidden(): Array[Int]

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  39. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoParams
  40. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoParams
  41. def getL1(): Double

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  42. def getL2(): Double

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  43. def getNfolds(): Int

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    Definition Classes
    H2OAlgoParams
  44. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  45. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoParams
  46. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  47. def getParams: DeepLearningParameters

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    Definition Classes
    H2OAlgoParamsHelper
  48. def getPredictionsCol(): String

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    Definition Classes
    H2OAlgoParams
  49. def getReproducible(): Boolean

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  50. def getSeed(): Long

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    Definition Classes
    H2OAlgoParams
  51. def getTrainRatio(): Double

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    Definition Classes
    H2OAlgoParams
  52. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  53. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  54. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  55. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  56. def intArrayParam(name: String, doc: String): IntArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  57. def intParam(name: String, doc: Option[String] = None): IntParam

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    Definition Classes
    H2OAlgoParamsHelper
  58. def intParam(name: String, doc: String): BooleanParam

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    Definition Classes
    H2OAlgoParamsHelper
  59. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  60. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  61. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  62. final val keepCrossValidationFoldAssignment: BooleanParam

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    Definition Classes
    H2OAlgoParams
  63. final val keepCrossValidationPredictions: BooleanParam

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    Definition Classes
    H2OAlgoParams
  64. def longParam(name: String, doc: Option[String] = None): LongParam

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    Definition Classes
    H2OAlgoParamsHelper
  65. def longParam(name: String, doc: String): LongParam

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    Definition Classes
    H2OAlgoParamsHelper
  66. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  67. final val nfolds: IntParam

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    Definition Classes
    H2OAlgoParams
  68. final def notify(): Unit

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    Definition Classes
    AnyRef
  69. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  70. final val parallelizeCrossValidation: BooleanParam

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    Definition Classes
    H2OAlgoParams
  71. def param[T](name: String, doc: Option[String] = None): Param[T]

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    Definition Classes
    H2OAlgoParamsHelper
  72. def param[T](name: String, doc: String): Param[T]

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    Definition Classes
    H2OAlgoParamsHelper
  73. def paramTag: ClassTag[DeepLearningParameters]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParamsH2OAlgoParamsHelper
  74. var parameters: DeepLearningParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  75. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  76. final val predictionCol: Param[String]

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    Definition Classes
    H2OAlgoParams
  77. final val ratio: DoubleParam

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    Definition Classes
    H2OAlgoParams
  78. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParamsH2OAlgoParamsHelper
  79. final val seed: LongParam

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    Definition Classes
    H2OAlgoParams
  80. final def set(paramPair: ParamPair[_]): H2ODeepLearningParams.this.type

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    Attributes
    protected
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    Params
  81. final def set(param: String, value: Any): H2ODeepLearningParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  82. final def set[T](param: Param[T], value: T): H2ODeepLearningParams.this.type

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    Definition Classes
    Params
  83. def setAllStringColumnsToCategorical(transform: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  84. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  85. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  86. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  87. def setDistribution(value: DistributionFamily): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  88. def setEpochs(value: Double): H2ODeepLearningParams.this.type

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  89. def setFeaturesCol(first: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  90. def setFeaturesCols(cols: Array[String]): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  91. def setFeaturesCols(first: String, others: String*): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  92. def setHidden(value: Array[Int]): H2ODeepLearningParams.this.type

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  93. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  94. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  95. def setL1(value: Double): H2ODeepLearningParams.this.type

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  96. def setL2(value: Double): H2ODeepLearningParams.this.type

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  97. def setNfolds(value: Int): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  98. def setParallelizeCrossValidation(value: Boolean): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  99. def setParams(params: DeepLearningParameters): Unit

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    Definition Classes
    H2OAlgoParamsHelper
  100. def setPredictionsCol(value: String): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  101. def setReproducible(value: Boolean): H2ODeepLearningParams.this.type

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  102. def setSeed(value: Long): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  103. def setTrainRatio(value: Double): H2ODeepLearningParams.this.type

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    Definition Classes
    H2OAlgoParams
  104. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  105. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  106. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Definition Classes
    H2OAlgoParamsHelper
  107. def stringParam(name: String, doc: String): Param[String]

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    Definition Classes
    H2OAlgoParamsHelper
  108. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  109. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  110. def updateH2OParams(): Unit

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    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Definition Classes
    H2ODeepLearningParamsH2OAlgoParams
  111. final def wait(): Unit

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    AnyRef
    Annotations
    @throws( ... )
  112. final def wait(arg0: Long, arg1: Int): Unit

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    Annotations
    @throws( ... )
  113. final def wait(arg0: Long): Unit

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    Annotations
    @throws( ... )

Inherited from H2OAlgoParams[DeepLearningParameters]

Inherited from H2OAlgoParamsHelper[DeepLearningParameters]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

setParam

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