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, 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. H2OMOJOWritable
  7. MLWritable
  8. HasMojo
  9. H2OMOJOFlattenedInput
  10. Model
  11. Transformer
  12. PipelineStage
  13. Logging
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. 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 def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  15. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  17. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  19. def explainParams(): String

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    Definition Classes
    Params

  20. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  22. final val featureTypes: MapStringStringParam

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    Attributes
    protected
    Definition Classes
    HasFeatureTypesOnMOJO

  23. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  24. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  27. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  28. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  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 getFeatureTypes(): Map[String, String]

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    Definition Classes
    HasFeatureTypesOnMOJO

  32. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmMOJOParams

  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 getOutputSubCols(): Array[String]

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

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    Definition Classes
    Params

  37. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  38. def getPredictionColSchema(): Seq[StructField]

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput

  40. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  41. def getWithDetailedPredictionCol(): Boolean

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

  42. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  43. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  45. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  46. def hasParent: Boolean

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    Definition Classes
    Model

  47. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  48. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  49. def inputColumnNames: Array[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOPipelineModel → H2OMOJOFlattenedInput

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

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    Definition Classes
    Params

  51. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  53. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  54. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  61. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  66. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  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. def outputColumnName: String

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    Attributes
    protected
    Definition Classes
    H2OMOJOPipelineModel → H2OMOJOFlattenedInput

  71. final val outputSubCols: StringArrayParam

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    Attributes
    protected

  72. final val outputSubTypes: StringArrayParam

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    Attributes
    protected

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

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    Definition Classes
    Params

  74. var parent: Estimator[H2OMOJOPipelineModel]

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    Definition Classes
    Model

  75. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  76. def save(path: String): Unit

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

  77. def selectPredictionUDF(column: String): Column

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    HasMojo

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

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    Definition Classes
    HasMojo

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

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    Definition Classes
    HasMojo

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

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    Definition Classes
    Model

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

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    Definition Classes
    AnyRef

  88. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    H2OMOJOPipelineModel → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  92. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OMOJOPipelineModel → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  94. val uid: String

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    Definition Classes
    H2OMOJOPipelineModel → Identifiable

  95. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  98. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  99. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  100. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  101. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  102. 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 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