Class/Object

ai.h2o.sparkling.ml.models

H2OXGBoostMOJOModel

Related Docs: object H2OXGBoostMOJOModel | package models

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class H2OXGBoostMOJOModel extends H2OTreeBasedSupervisedMOJOModel with ParameterConstructorMethods with Logging with HasMonotoneConstraintsOnMOJO with HasIgnoredColsOnMOJO

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Inherited
  1. H2OXGBoostMOJOModel
  2. HasIgnoredColsOnMOJO
  3. HasMonotoneConstraintsOnMOJO
  4. ParameterConstructorMethods
  5. H2OTreeBasedSupervisedMOJOModel
  6. H2OTreeBasedMOJOParams
  7. H2OSupervisedMOJOModel
  8. H2OSupervisedMOJOParams
  9. H2OMOJOModel
  10. SpecificMOJOParameters
  11. H2OMOJOPrediction
  12. H2OMOJOPredictionOrdinal
  13. H2OMOJOPredictionBinomial
  14. H2OMOJOPredictionClustering
  15. H2OMOJOPredictionDimReduction
  16. H2OMOJOPredictionMultinomial
  17. PredictionWithStageProbabilities
  18. H2OMOJOPredictionAutoEncoder
  19. H2OMOJOPredictionAnomaly
  20. H2OMOJOPredictionWordEmbedding
  21. H2OMOJOPredictionRegression
  22. PredictionWithContributions
  23. H2OMOJOModelBase
  24. H2OMOJOFlattenedInput
  25. H2OMOJOWritable
  26. MLWritable
  27. HasMojo
  28. H2OBaseMOJOParams
  29. Logging
  30. Model
  31. Transformer
  32. PipelineStage
  33. Logging
  34. Params
  35. Serializable
  36. Serializable
  37. Identifiable
  38. AnyRef
  39. Any
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Visibility
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Instance Constructors

  1. new H2OXGBoostMOJOModel(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. val aucType: NullableStringParam

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    Attributes
    protected
  9. val backend: NullableStringParam

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    Attributes
    protected
  10. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  11. val booster: NullableStringParam

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    Attributes
    protected
  12. val buildTreeOneNode: BooleanParam

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    Attributes
    protected
  13. val calibrateModel: BooleanParam

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    Attributes
    protected
  14. val categoricalEncoding: NullableStringParam

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    Attributes
    protected
  15. final def clear(param: Param[_]): H2OXGBoostMOJOModel.this.type

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    Definition Classes
    Params
  16. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  17. val colSampleByLevel: DoubleParam

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    Attributes
    protected
  18. val colSampleByNode: DoubleParam

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    Attributes
    protected
  19. val colSampleByTree: DoubleParam

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    Attributes
    protected
  20. val colSampleRate: DoubleParam

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    Attributes
    protected
  21. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
  22. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  23. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  24. def copy(extra: ParamMap): H2OMOJOModel

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    Definition Classes
    H2OMOJOModel → Model → Transformer → PipelineStage → Params
  25. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  26. final val crossValidationMetrics: MapStringDoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  27. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  28. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  29. val distribution: NullableStringParam

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    Attributes
    protected
  30. val dmatrixType: NullableStringParam

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    Attributes
    protected
  31. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  32. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  33. final def eq(arg0: AnyRef): Boolean

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

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    Definition Classes
    AnyRef → Any
  35. val eta: DoubleParam

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    Attributes
    protected
  36. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  37. def explainParams(): String

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    Definition Classes
    Params
  38. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
  39. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  40. def extractAutoEncoderPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  41. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  42. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  43. def extractDimReductionSimplePredictionColContent(): Column

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  44. def extractMultinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionMultinomial
  45. def extractOrdinalPredictionColContent(): Column

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

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

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    Definition Classes
    Params
  48. def extractPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPrediction
  49. def extractRegressionPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionRegression
  50. def extractWordEmbeddingPredictionColContent(): Column

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  51. final val featureTypes: MapStringStringParam

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

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

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  54. def floatParam(name: String, doc: String): FloatParam

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    Attributes
    protected
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    ParameterConstructorMethods
  55. val foldAssignment: NullableStringParam

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    Attributes
    protected
  56. val foldCol: NullableStringParam

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    Attributes
    protected
  57. val gainsliftBins: IntParam

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    Attributes
    protected
  58. val gamma: FloatParam

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    Attributes
    protected
  59. final def get[T](param: Param[T]): Option[T]

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

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    Definition Classes
    H2OMOJOPredictionAnomaly
  61. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly
  62. def getAnomalyPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAnomaly
  63. def getAucType(): String

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  64. def getAutoEncoderPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  65. def getAutoEncoderPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  66. def getAutoEncoderPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  67. def getBackend(): String

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  68. def getBinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial
  69. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial
  70. def getBinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  71. def getBooster(): String

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  72. def getBuildTreeOneNode(): Boolean

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  73. def getCalibrateModel(): Boolean

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  74. def getCategoricalEncoding(): String

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

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

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    Definition Classes
    H2OMOJOPredictionClustering
  77. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering
  78. def getClusteringPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionClustering
  79. def getColSampleByLevel(): Double

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  80. def getColSampleByNode(): Double

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  81. def getColSampleByTree(): Double

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  82. def getColSampleRate(): Double

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  83. def getColSampleRatePerTree(): Double

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  84. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

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

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    Definition Classes
    H2OBaseMOJOParams
  86. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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

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

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    Definition Classes
    Params
  90. def getDetailedPredictionCol(): String

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

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

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  93. def getDimReductionPredictionSchema(): StructType

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  94. def getDimReductionPredictionUDF(): UserDefinedFunction

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  95. def getDistribution(): String

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  96. def getDmatrixType(): String

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

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    Definition Classes
    H2OMOJOModel
  98. def getEta(): Double

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  99. def getExportCheckpointsDir(): String

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

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

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    Definition Classes
    H2OBaseMOJOParams
  102. def getFoldAssignment(): String

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  103. def getFoldCol(): String

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  104. def getGainsliftBins(): Int

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  105. def getGamma(): Float

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  106. def getGpuId(): Int

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  107. def getGrowPolicy(): String

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  108. def getIgnoreConstCols(): Boolean

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  109. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredColsOnMOJO
  110. def getInteractionConstraints(): Array[Array[String]]

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  111. def getKeepCrossValidationFoldAssignment(): Boolean

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  112. def getKeepCrossValidationModels(): Boolean

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  113. def getKeepCrossValidationPredictions(): Boolean

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  114. def getLabelCol(): String

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  115. def getLearnRate(): Double

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  116. def getMaxAbsLeafnodePred(): Float

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  117. def getMaxBins(): Int

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  118. def getMaxDeltaStep(): Float

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  119. def getMaxDepth(): Int

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  120. def getMaxLeaves(): Int

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  121. def getMaxRuntimeSecs(): Double

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  122. def getMinChildWeight(): Double

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  123. def getMinRows(): Double

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  124. def getMinSplitImprovement(): Float

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  125. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  126. def getModelDetails(): String

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    Definition Classes
    H2OMOJOModel
  127. def getMojo(): File

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    Attributes
    protected
    Definition Classes
    HasMojo
  128. def getMonotoneConstraints(): Map[String, Double]

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    Definition Classes
    HasMonotoneConstraintsOnMOJO
  129. def getMultinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionMultinomial
  130. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial
  131. def getMultinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  132. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  133. def getNfolds(): Int

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  134. def getNormalizeType(): String

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  135. def getNthread(): Int

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  136. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedMOJOParams
  137. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams
  138. def getOneDrop(): Boolean

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

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

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    Definition Classes
    H2OMOJOPredictionOrdinal
  141. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal
  142. def getOrdinalPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    Params
  144. def getPredictionCol(): String

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

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    Definition Classes
    H2OMOJOPrediction
  146. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  147. def getPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPrediction
  148. def getQuietMode(): Boolean

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  149. def getRateDrop(): Float

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  150. def getRegAlpha(): Float

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  151. def getRegLambda(): Float

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  152. def getRegressionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression
  153. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression
  154. def getRegressionPredictionUDF(): UserDefinedFunction

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  156. def getSampleRate(): Double

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  157. def getSampleType(): String

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  158. def getSaveMatrixDirectory(): String

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  159. def getScoreEachIteration(): Boolean

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  160. def getScoreTreeInterval(): Int

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  161. def getSeed(): Long

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  162. def getSkipDrop(): Float

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  163. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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    Attributes
    protected
    Definition Classes
    PredictionWithStageProbabilities
  164. def getStoppingMetric(): String

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  165. def getStoppingRounds(): Int

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  166. def getStoppingTolerance(): Double

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  167. def getSubsample(): Double

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  168. def getTrainingMetrics(): Map[String, Double]

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

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    Definition Classes
    H2OMOJOModel
    Annotations
    @DeprecatedMethod( ... , "3.34" )
  170. def getTreeMethod(): String

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  171. def getTweediePower(): Double

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  172. def getValidationMetrics(): Map[String, Double]

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    Definition Classes
    H2OMOJOModel
  173. def getWeightCol(): String

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  174. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  175. def getWithDetailedPredictionCol(): Boolean

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

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    Definition Classes
    H2OBaseMOJOParams
  177. def getWithStageResults(): Boolean

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

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  179. def getWordEmbeddingPredictionSchema(): StructType

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  180. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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  181. val gpuId: IntParam

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    Attributes
    protected
  182. val growPolicy: NullableStringParam

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    Attributes
    protected
  183. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    Params
  185. def hasParent: Boolean

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    Definition Classes
    Model
  186. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  187. val ignoreConstCols: BooleanParam

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    Attributes
    protected
  188. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelBaseH2OMOJOFlattenedInput
  190. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  191. def intParam(name: String, doc: String): IntParam

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    protected
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    ParameterConstructorMethods
  192. val interactionConstraints: NullableStringArrayArrayParam

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

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

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

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    Definition Classes
    Params
  196. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  197. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
  198. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
  199. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
  200. val labelCol: Param[String]

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    Attributes
    protected
  201. val learnRate: DoubleParam

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    Attributes
    protected
  202. def log: Logger

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  206. def logError(msg: ⇒ String): Unit

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  209. def logName: String

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  213. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  214. def longParam(name: String, doc: String): LongParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  215. val maxAbsLeafnodePred: FloatParam

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    Attributes
    protected
  216. val maxBins: IntParam

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    Attributes
    protected
  217. val maxDeltaStep: FloatParam

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    Attributes
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  218. val maxDepth: IntParam

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    Attributes
    protected
  219. val maxLeaves: IntParam

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    Attributes
    protected
  220. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
  221. val minChildWeight: DoubleParam

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    Attributes
    protected
  222. val minRows: DoubleParam

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    Attributes
    protected
  223. val minSplitImprovement: FloatParam

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    Attributes
    protected
  224. final val modelCategory: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  225. final val modelDetails: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  226. final val namedMojoOutputColumns: Param[Boolean]

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

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    Definition Classes
    AnyRef
  228. val nfolds: IntParam

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    Attributes
    protected
  229. val normalizeType: NullableStringParam

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    Attributes
    protected
  230. final def notify(): Unit

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

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    Definition Classes
    AnyRef
  232. val nthread: IntParam

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    Attributes
    protected
  233. final val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OTreeBasedMOJOParams
  234. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    Attributes
    protected
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    ParameterConstructorMethods
  235. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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  236. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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  237. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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  238. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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  239. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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  240. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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  241. def nullableStringParam(name: String, doc: String): NullableStringParam

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  242. val oneDrop: BooleanParam

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  243. def outputColumnName: String

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    H2OMOJOModelH2OMOJOModelBaseH2OMOJOFlattenedInput
  244. def param[T](name: String, doc: String): Param[T]

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

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  246. var parent: Estimator[H2OMOJOModel]

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    Model
  247. final val predictionCol: Param[String]

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    H2OBaseMOJOParams
  248. val quietMode: BooleanParam

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  249. val rateDrop: FloatParam

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  250. val regAlpha: FloatParam

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  251. val regLambda: FloatParam

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  252. val sampleRate: DoubleParam

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  253. val sampleType: NullableStringParam

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  254. def save(path: String): Unit

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    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  255. val saveMatrixDirectory: NullableStringParam

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  256. val scoreEachIteration: BooleanParam

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  257. val scoreTreeInterval: IntParam

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  258. val seed: LongParam

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  259. final def set(paramPair: ParamPair[_]): H2OXGBoostMOJOModel.this.type

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  260. final def set(param: String, value: Any): H2OXGBoostMOJOModel.this.type

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  261. final def set[T](param: Param[T], value: T): H2OXGBoostMOJOModel.this.type

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  262. final def setDefault(paramPairs: ParamPair[_]*): H2OXGBoostMOJOModel.this.type

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  263. final def setDefault[T](param: Param[T], value: T): H2OXGBoostMOJOModel.this.type

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  264. def setMojo(mojo: File): H2OXGBoostMOJOModel.this.type

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    Definition Classes
    HasMojo
  265. def setMojo(mojo: InputStream, mojoName: String): H2OXGBoostMOJOModel.this.type

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    Definition Classes
    HasMojo
  266. def setMojo(mojo: InputStream): H2OXGBoostMOJOModel.this.type

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

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    Model
  268. val skipDrop: FloatParam

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  269. val stoppingMetric: NullableStringParam

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  270. val stoppingRounds: IntParam

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  271. val stoppingTolerance: DoubleParam

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  272. def stringArrayParam(name: String, doc: String): StringArrayParam

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  273. def stringParam(name: String, doc: String): Param[String]

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  274. val subsample: DoubleParam

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

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  276. def toString(): String

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    Identifiable → AnyRef → Any
  277. final val trainingMetrics: MapStringDoubleParam

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    H2OMOJOModel
  278. final val trainingParams: MapStringStringParam

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    H2OMOJOModel
  279. def transform(dataset: Dataset[_]): DataFrame

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

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

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    @Since( "2.0.0" ) @varargs()
  282. def transformSchema(schema: StructType): StructType

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

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  284. val treeMethod: NullableStringParam

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  285. val tweediePower: DoubleParam

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  286. val uid: String

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  287. final val validationMetrics: MapStringDoubleParam

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  288. final def wait(): Unit

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

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

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  291. val weightCol: NullableStringParam

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  292. final val withContributions: BooleanParam

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    H2OBaseMOJOParams
  293. final val withDetailedPredictionCol: BooleanParam

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    H2OBaseMOJOParams
  294. final val withLeafNodeAssignments: BooleanParam

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  295. final val withStageResults: BooleanParam

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  296. def write: MLWriter

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    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from HasIgnoredColsOnMOJO

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