Class/Object

ai.h2o.sparkling.ml.models

H2OMOJOPipelineModel

Related Docs: object H2OMOJOPipelineModel | package models

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class H2OMOJOPipelineModel extends Model[H2OMOJOPipelineModel] with H2OMOJOFlattenedInput with HasMojo with H2OMOJOWritable with H2OAlgorithmMOJOParams with H2OBaseMOJOParams with HasFeatureTypesOnMOJO

Linear Supertypes
HasFeatureTypesOnMOJO, H2OAlgorithmMOJOParams, Logging, H2OBaseMOJOParams, HasDataFrameSerializer, H2OMOJOWritable, MLWritable, HasMojo, H2OMOJOFlattenedInput, Model[H2OMOJOPipelineModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OMOJOPipelineModel
  2. HasFeatureTypesOnMOJO
  3. H2OAlgorithmMOJOParams
  4. Logging
  5. H2OBaseMOJOParams
  6. HasDataFrameSerializer
  7. H2OMOJOWritable
  8. MLWritable
  9. HasMojo
  10. H2OMOJOFlattenedInput
  11. Model
  12. Transformer
  13. PipelineStage
  14. Logging
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OMOJOPipelineModel(uid: String)

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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 applyPredictionUdf(dataset: Dataset[_], udfConstructor: (Array[String]) ⇒ UserDefinedFunction): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput

  6. def applyPredictionUdfToFlatDataFrame(flatDataFrame: DataFrame, udfConstructor: (Array[String]) ⇒ UserDefinedFunction, inputs: Array[String]): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. final def clear(param: Param[_]): H2OMOJOPipelineModel.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  11. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  12. def copy(extra: ParamMap): H2OMOJOPipelineModel

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    Definition Classes
    H2OMOJOPipelineModel → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  14. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

  16. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  18. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  20. def explainParams(): String

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    Definition Classes
    Params

  21. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  23. final val featureTypes: MapStringStringParam

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    Attributes
    protected
    Definition Classes
    HasFeatureTypesOnMOJO

  24. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  25. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  28. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  29. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  30. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  32. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  33. def getFeatureTypes(): Map[String, String]

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    Definition Classes
    HasFeatureTypesOnMOJO

  34. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmMOJOParams

  35. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  37. def getOutputSubCols(): Array[String]

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

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    Definition Classes
    Params

  39. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  40. def getPredictionColSchema(): Seq[StructField]

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    Attributes
    protected

  41. def getRelevantColumnNames(flatDataFrame: DataFrame, inputs: Array[String]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput

  42. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  43. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  44. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  45. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  47. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  48. def hasParent: Boolean

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    Definition Classes
    Model

  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 inputColumnNames: Array[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOPipelineModel → H2OMOJOFlattenedInput

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

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    Definition Classes
    Params

  54. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  56. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  57. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  64. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  69. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  71. final def notify(): Unit

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    Definition Classes
    AnyRef

  72. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  73. def outputColumnName: String

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    Attributes
    protected
    Definition Classes
    H2OMOJOPipelineModel → H2OMOJOFlattenedInput

  74. final val outputSubCols: StringArrayParam

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    Attributes
    protected

  75. final val outputSubTypes: StringArrayParam

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    Attributes
    protected

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

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    Definition Classes
    Params

  77. var parent: Estimator[H2OMOJOPipelineModel]

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    Definition Classes
    Model

  78. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  79. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  80. def selectPredictionUDF(column: String): Column

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  81. final def set(paramPair: ParamPair[_]): H2OMOJOPipelineModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  82. final def set(param: String, value: Any): H2OMOJOPipelineModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  83. final def set[T](param: Param[T], value: T): H2OMOJOPipelineModel.this.type

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    Definition Classes
    Params

  84. def setDataFrameSerializer(fullClassName: String): H2OMOJOPipelineModel.this.type

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    Definition Classes
    H2OBaseMOJOParams

  85. final def setDefault(paramPairs: ParamPair[_]*): H2OMOJOPipelineModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  86. final def setDefault[T](param: Param[T], value: T): H2OMOJOPipelineModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  87. def setMojo(mojo: File): H2OMOJOPipelineModel.this.type

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    Definition Classes
    HasMojo

  88. def setMojo(mojo: InputStream, mojoName: String): H2OMOJOPipelineModel.this.type

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    Definition Classes
    HasMojo

  89. def setMojo(mojo: InputStream): H2OMOJOPipelineModel.this.type

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    Definition Classes
    HasMojo

  90. def setParent(parent: Estimator[H2OMOJOPipelineModel]): H2OMOJOPipelineModel

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    Definition Classes
    Model

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

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    Definition Classes
    AnyRef

  92. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  93. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    H2OMOJOPipelineModel → Transformer

  94. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  95. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  96. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OMOJOPipelineModel → PipelineStage
    Annotations
    @DeveloperApi()

  97. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  98. val uid: String

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    Definition Classes
    H2OMOJOPipelineModel → Identifiable

  99. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    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

  106. def write: MLWriter

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    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from HasFeatureTypesOnMOJO

Inherited from H2OAlgorithmMOJOParams

Inherited from Logging

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OMOJOWritable

Inherited from MLWritable

Inherited from HasMojo

Inherited from H2OMOJOFlattenedInput

Inherited from Model[H2OMOJOPipelineModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped