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 getContributionsCol(): String

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  29. def getContributionsColSchema(): Seq[StructField]

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    Attributes
    protected

  30. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  31. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  32. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  34. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    HasFeatureTypesOnMOJO

  36. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmMOJOParams

  37. def getInternalContributionsCol(): String

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  38. def getInternalContributionsColSchema(): Seq[StructField]

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    Attributes
    protected

  39. def getNamedMojoOutputColumns(): Boolean

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

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

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    Definition Classes
    Params

  41. def getOutputSubCols(): Array[String]

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

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    Definition Classes
    Params

  43. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  44. def getPredictionColSchema(): Seq[StructField]

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput

  46. def getTransportCol(): String

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  47. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  48. def getWithInternalContributions(): Boolean

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  49. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  50. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  52. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  53. def hasParent: Boolean

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    Definition Classes
    Model

  54. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  56. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  57. def inputColumnNames: Array[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOPipelineModel → H2OMOJOFlattenedInput

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

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    Definition Classes
    Params

  59. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  61. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  62. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  69. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  74. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  76. final def notify(): Unit

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    Definition Classes
    AnyRef

  77. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  78. def outputColumnName: String

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    Attributes
    protected
    Definition Classes
    H2OMOJOPipelineModel → H2OMOJOFlattenedInput

  79. final val outputSubCols: StringArrayParam

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    Attributes
    protected

  80. final val outputSubColsContributions: StringArrayParam

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    Attributes
    protected

  81. final val outputSubColsInternalContributions: StringArrayParam

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    Attributes
    protected

  82. final val outputSubTypes: StringArrayParam

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    Attributes
    protected

  83. final val outputSubTypesContributions: StringArrayParam

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    Attributes
    protected

  84. final val outputSubTypesInternalContributions: StringArrayParam

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    Attributes
    protected

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

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    Definition Classes
    Params

  86. var parent: Estimator[H2OMOJOPipelineModel]

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    Definition Classes
    Model

  87. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  88. def save(path: String): Unit

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

  89. def selectPredictionUDF(column: String): Column

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    HasMojo

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

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    Definition Classes
    HasMojo

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

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    Definition Classes
    HasMojo

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

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    Definition Classes
    Model

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

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    Definition Classes
    AnyRef

  101. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    H2OMOJOPipelineModel → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  105. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OMOJOPipelineModel → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  107. val uid: String

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    Definition Classes
    H2OMOJOPipelineModel → Identifiable

  108. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  111. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  112. final val withInternalContributions: BooleanParam

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    Attributes
    protected

  113. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  114. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  115. 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