Class/Object

ai.h2o.sparkling.ml.models

H2OTreeBasedSupervisedMOJOModel

Related Docs: object H2OTreeBasedSupervisedMOJOModel | package models

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class H2OTreeBasedSupervisedMOJOModel extends H2OSupervisedMOJOModel with H2OTreeBasedMOJOParams with H2OSupervisedMOJOParams

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Inherited
  1. H2OTreeBasedSupervisedMOJOModel
  2. H2OTreeBasedMOJOParams
  3. H2OSupervisedMOJOModel
  4. H2OSupervisedMOJOParams
  5. H2OMOJOModel
  6. SpecificMOJOParameters
  7. H2OMOJOPrediction
  8. H2OMOJOPredictionOrdinal
  9. H2OMOJOPredictionBinomial
  10. H2OMOJOPredictionClustering
  11. H2OMOJOPredictionDimReduction
  12. H2OMOJOPredictionMultinomial
  13. PredictionWithStageProbabilities
  14. H2OMOJOPredictionAutoEncoder
  15. H2OMOJOPredictionAnomaly
  16. H2OMOJOPredictionWordEmbedding
  17. H2OMOJOPredictionRegression
  18. PredictionWithContributions
  19. H2OMOJOModelBase
  20. H2OMOJOFlattenedInput
  21. H2OMOJOWritable
  22. MLWritable
  23. HasMojo
  24. H2OBaseMOJOParams
  25. Logging
  26. Model
  27. Transformer
  28. PipelineStage
  29. Logging
  30. Params
  31. Serializable
  32. Serializable
  33. Identifiable
  34. AnyRef
  35. Any
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Instance Constructors

  1. new H2OTreeBasedSupervisedMOJOModel(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
    H2OSupervisedMOJOModelH2OMOJOModelH2OMOJOFlattenedInput
  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  8. final def clear(param: Param[_]): H2OTreeBasedSupervisedMOJOModel.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): H2OMOJOModel

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    Definition Classes
    H2OMOJOModel → 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 crossValidationMetrics: MapStringDoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  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
    H2OBaseMOJOParams
  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. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  22. def extractAutoEncoderPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  23. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  24. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  25. def extractDimReductionSimplePredictionColContent(): Column

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  26. def extractMultinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionMultinomial
  27. def extractOrdinalPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionOrdinal
  28. final def extractParamMap(): ParamMap

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

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    Definition Classes
    Params
  30. def extractPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPrediction
  31. def extractRegressionPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionRegression
  32. def extractWordEmbeddingPredictionColContent(): Column

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  33. final val featureTypes: MapStringStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelBase
  34. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  35. def finalize(): Unit

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

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    Definition Classes
    Params
  37. def getAnomalyPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAnomaly
  38. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly
  39. def getAnomalyPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAnomaly
  40. def getAutoEncoderPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  41. def getAutoEncoderPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  42. def getAutoEncoderPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  43. def getBinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial
  44. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial
  45. def getBinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  46. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  47. def getClusteringPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionClustering
  48. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering
  49. def getClusteringPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionClustering
  50. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

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    Attributes
    protected
    Definition Classes
    PredictionWithContributions
  51. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  52. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  53. def getCrossValidationMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel
  54. def getCurrentMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel
  55. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  56. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams
  57. def getDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPrediction
  58. def getDimReductionPredictionColSchema(): Seq[StructField]

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  59. def getDimReductionPredictionSchema(): StructType

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  60. def getDimReductionPredictionUDF(): UserDefinedFunction

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  61. def getDomainValues(): Map[String, Array[String]]

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    Definition Classes
    H2OMOJOModel
  62. def getFeatureTypes(): Map[String, String]

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    Definition Classes
    H2OMOJOModelBase
  63. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OBaseMOJOParams
  64. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  65. def getModelDetails(): String

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    Definition Classes
    H2OMOJOModel
  66. def getMojo(): File

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    Attributes
    protected
    Definition Classes
    HasMojo
  67. def getMultinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionMultinomial
  68. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial
  69. def getMultinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  70. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  71. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedMOJOParams
  72. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams
  73. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  74. def getOrdinalPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionOrdinal
  75. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal
  76. def getOrdinalPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionOrdinal
  77. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  78. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams
  79. def getPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPrediction
  80. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  81. def getPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPrediction
  82. def getRegressionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression
  83. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression
  84. def getRegressionPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionRegression
  85. def getRelevantColumnNames(flatDataFrame: DataFrame, inputs: Array[String]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  86. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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    Attributes
    protected
    Definition Classes
    PredictionWithStageProbabilities
  87. def getTrainingMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel
  88. def getTrainingParams(): Map[String, String]

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    Definition Classes
    H2OMOJOModel
    Annotations
    @DeprecatedMethod( ... , "3.34" )
  89. def getValidationMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel
  90. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  91. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  92. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  93. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  94. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

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  95. def getWordEmbeddingPredictionSchema(): StructType

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  96. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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

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    Params
  98. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  99. def hasParent: Boolean

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    Definition Classes
    Model
  100. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  101. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  102. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  103. def inputColumnNames: Array[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelBaseH2OMOJOFlattenedInput
  104. final def isDefined(param: Param[_]): Boolean

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    Params
  105. final def isInstanceOf[T0]: Boolean

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

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    Definition Classes
    Params
  107. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  108. def log: Logger

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    protected
    Definition Classes
    Logging
  109. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Definition Classes
    Logging
  110. def logDebug(msg: ⇒ String): Unit

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    protected
    Definition Classes
    Logging
  111. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging
  112. def logError(msg: ⇒ String): Unit

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    protected
    Definition Classes
    Logging
  113. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  114. def logInfo(msg: ⇒ String): Unit

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    protected
    Definition Classes
    Logging
  115. def logName: String

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    protected
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    Logging
  116. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  117. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  118. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
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    Logging
  119. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
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    Logging
  120. final val modelCategory: NullableStringParam

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    Attributes
    protected
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    H2OMOJOModel
  121. final val modelDetails: NullableStringParam

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    Attributes
    protected
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    H2OMOJOModel
  122. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  123. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  124. final def notify(): Unit

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

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    Definition Classes
    AnyRef
  126. final val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OTreeBasedMOJOParams
  127. def outputColumnName: String

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelH2OMOJOModelBaseH2OMOJOFlattenedInput
  128. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  129. var parent: Estimator[H2OMOJOModel]

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    Definition Classes
    Model
  130. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  131. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  132. final def set(paramPair: ParamPair[_]): H2OTreeBasedSupervisedMOJOModel.this.type

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    Params
  133. final def set(param: String, value: Any): H2OTreeBasedSupervisedMOJOModel.this.type

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    Params
  134. final def set[T](param: Param[T], value: T): H2OTreeBasedSupervisedMOJOModel.this.type

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    Definition Classes
    Params
  135. final def setDefault(paramPairs: ParamPair[_]*): H2OTreeBasedSupervisedMOJOModel.this.type

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    Attributes
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    Params
  136. final def setDefault[T](param: Param[T], value: T): H2OTreeBasedSupervisedMOJOModel.this.type

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    Attributes
    protected
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    Params
  137. def setMojo(mojo: File): H2OTreeBasedSupervisedMOJOModel.this.type

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    Definition Classes
    HasMojo
  138. def setMojo(mojo: InputStream, mojoName: String): H2OTreeBasedSupervisedMOJOModel.this.type

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    Definition Classes
    HasMojo
  139. def setMojo(mojo: InputStream): H2OTreeBasedSupervisedMOJOModel.this.type

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    Definition Classes
    HasMojo
  140. def setParent(parent: Estimator[H2OMOJOModel]): H2OMOJOModel

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    Definition Classes
    Model
  141. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  142. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  143. final val trainingMetrics: MapStringDoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  144. final val trainingParams: MapStringStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  145. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    H2OMOJOModel → Transformer
  146. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  147. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  148. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedMOJOModelH2OMOJOModelBase → PipelineStage
    Annotations
    @DeveloperApi()
  149. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
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    PipelineStage
    Annotations
    @DeveloperApi()
  150. val uid: String

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    Definition Classes
    H2OTreeBasedSupervisedMOJOModelH2OSupervisedMOJOModelH2OMOJOModel → Identifiable
  151. final val validationMetrics: MapStringDoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  152. final def wait(): Unit

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  154. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  155. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  156. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  157. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  158. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  159. def write: MLWriter

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    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from H2OTreeBasedMOJOParams

Inherited from H2OSupervisedMOJOModel

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOModel

Inherited from SpecificMOJOParameters

Inherited from H2OMOJOPrediction

Inherited from H2OMOJOPredictionOrdinal

Inherited from H2OMOJOPredictionBinomial

Inherited from H2OMOJOPredictionAnomaly

Inherited from H2OMOJOModelBase[H2OMOJOModel]

Inherited from H2OMOJOFlattenedInput

Inherited from H2OMOJOWritable

Inherited from MLWritable

Inherited from HasMojo

Inherited from H2OBaseMOJOParams

Inherited from Logging

Inherited from Model[H2OMOJOModel]

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