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 backend: NullableStringParam

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  10. val booster: NullableStringParam

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    Attributes
    protected
  11. val buildTreeOneNode: BooleanParam

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    Attributes
    protected
  12. val calibrateModel: BooleanParam

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    Attributes
    protected
  13. val categoricalEncoding: NullableStringParam

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

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    Definition Classes
    Params
  15. def clone(): AnyRef

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

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    Attributes
    protected
  17. val colSampleByNode: DoubleParam

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    Attributes
    protected
  18. val colSampleByTree: DoubleParam

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    Attributes
    protected
  19. val colSampleRate: DoubleParam

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    Attributes
    protected
  20. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
  21. final val convertInvalidNumbersToNa: BooleanParam

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  28. val distribution: NullableStringParam

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    Attributes
    protected
  29. val dmatrixType: NullableStringParam

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

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

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

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

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    Definition Classes
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  34. val eta: DoubleParam

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

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    Definition Classes
    Params
  36. def explainParams(): String

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    Definition Classes
    Params
  37. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
  38. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  39. def extractAutoEncoderPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  40. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  41. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  42. def extractDimReductionSimplePredictionColContent(): Column

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  43. def extractMultinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionMultinomial
  44. def extractOrdinalPredictionColContent(): Column

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

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

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    Definition Classes
    Params
  47. def extractPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPrediction
  48. def extractRegressionPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionRegression
  49. def extractWordEmbeddingPredictionColContent(): Column

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  50. final val featureTypes: MapStringStringParam

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  54. val foldAssignment: NullableStringParam

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    Attributes
    protected
  55. val foldCol: NullableStringParam

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    Attributes
    protected
  56. val gainsliftBins: IntParam

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    Attributes
    protected
  57. val gamma: FloatParam

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

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

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    Definition Classes
    H2OMOJOPredictionAnomaly
  60. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly
  61. def getAnomalyPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  63. def getAutoEncoderPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  64. def getAutoEncoderPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  65. def getBackend(): String

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  66. def getBinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial
  67. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial
  68. def getBinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  69. def getBooster(): String

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  70. def getBuildTreeOneNode(): Boolean

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  71. def getCalibrateModel(): Boolean

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  72. def getCategoricalEncoding(): String

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

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

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    Definition Classes
    H2OMOJOPredictionClustering
  75. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering
  76. def getClusteringPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionClustering
  77. def getColSampleByLevel(): Double

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  78. def getColSampleByNode(): Double

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  79. def getColSampleByTree(): Double

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  80. def getColSampleRate(): Double

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  81. def getColSampleRatePerTree(): Double

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  82. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

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

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    Definition Classes
    H2OBaseMOJOParams
  84. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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

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

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    Definition Classes
    Params
  88. def getDetailedPredictionCol(): String

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

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

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  91. def getDimReductionPredictionSchema(): StructType

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  92. def getDimReductionPredictionUDF(): UserDefinedFunction

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  93. def getDistribution(): String

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  94. def getDmatrixType(): String

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

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    Definition Classes
    H2OMOJOModel
  96. def getEta(): Double

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  97. def getExportCheckpointsDir(): String

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

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

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    Definition Classes
    H2OBaseMOJOParams
  100. def getFoldAssignment(): String

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  101. def getFoldCol(): String

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  102. def getGainsliftBins(): Int

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  103. def getGamma(): Float

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  104. def getGpuId(): Int

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  105. def getGrowPolicy(): String

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  106. def getIgnoreConstCols(): Boolean

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  107. def getIgnoredCols(): Array[String]

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

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  109. def getKeepCrossValidationFoldAssignment(): Boolean

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  110. def getKeepCrossValidationModels(): Boolean

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  111. def getKeepCrossValidationPredictions(): Boolean

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  112. def getLabelCol(): String

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  113. def getLearnRate(): Double

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  114. def getMaxAbsLeafnodePred(): Float

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  115. def getMaxBins(): Int

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  116. def getMaxDeltaStep(): Float

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  117. def getMaxDepth(): Int

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  118. def getMaxLeaves(): Int

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  119. def getMaxRuntimeSecs(): Double

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  120. def getMinChildWeight(): Double

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  121. def getMinRows(): Double

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  122. def getMinSplitImprovement(): Float

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  123. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  124. def getModelDetails(): String

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    Definition Classes
    H2OMOJOModel
  125. def getMojo(): File

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

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

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    Definition Classes
    H2OMOJOPredictionMultinomial
  128. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial
  129. def getMultinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  130. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  131. def getNfolds(): Int

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  132. def getNormalizeType(): String

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  133. def getNthread(): Int

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  134. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedMOJOParams
  135. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams
  136. def getOneDrop(): Boolean

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

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

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    Definition Classes
    H2OMOJOPredictionOrdinal
  139. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal
  140. def getOrdinalPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    Params
  142. def getPredictionCol(): String

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

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    Definition Classes
    H2OMOJOPrediction
  144. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  145. def getPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPrediction
  146. def getQuietMode(): Boolean

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  147. def getRateDrop(): Float

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  148. def getRegAlpha(): Float

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  149. def getRegLambda(): Float

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  150. def getRegressionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression
  151. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression
  152. def getRegressionPredictionUDF(): UserDefinedFunction

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

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

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  155. def getSampleType(): String

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  156. def getSaveMatrixDirectory(): String

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  157. def getScoreEachIteration(): Boolean

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  158. def getScoreTreeInterval(): Int

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  159. def getSeed(): Long

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  160. def getSkipDrop(): Float

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  161. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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

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  163. def getStoppingRounds(): Int

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  164. def getStoppingTolerance(): Double

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  165. def getSubsample(): Double

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

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

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

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  169. def getTweediePower(): Double

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

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    Definition Classes
    H2OMOJOModel
  171. def getWeightCol(): String

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  172. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  173. def getWithDetailedPredictionCol(): Boolean

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

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    Definition Classes
    H2OBaseMOJOParams
  175. def getWithStageResults(): Boolean

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

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  177. def getWordEmbeddingPredictionSchema(): StructType

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  178. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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  179. val gpuId: IntParam

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    Attributes
    protected
  180. val growPolicy: NullableStringParam

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

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

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    Definition Classes
    Params
  183. def hasParent: Boolean

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    Definition Classes
    Model
  184. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  185. val ignoreConstCols: BooleanParam

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    Attributes
    protected
  186. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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

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

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

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    Attributes
    protected
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    ParameterConstructorMethods
  190. def intParam(name: String, doc: String): IntParam

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    ParameterConstructorMethods
  191. val interactionConstraints: NullableStringArrayArrayParam

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

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

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

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    Definition Classes
    Params
  195. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  196. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
  197. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
  198. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
  199. val labelCol: Param[String]

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    Attributes
    protected
  200. val learnRate: DoubleParam

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    Attributes
    protected
  201. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  208. def logName: String

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  214. val maxAbsLeafnodePred: FloatParam

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    Attributes
    protected
  215. val maxBins: IntParam

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    Attributes
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  216. val maxDeltaStep: FloatParam

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    Attributes
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  217. val maxDepth: IntParam

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    Attributes
    protected
  218. val maxLeaves: IntParam

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    Attributes
    protected
  219. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
  220. val minChildWeight: DoubleParam

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    Attributes
    protected
  221. val minRows: DoubleParam

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    Attributes
    protected
  222. val minSplitImprovement: FloatParam

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    Attributes
    protected
  223. final val modelCategory: NullableStringParam

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

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

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

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    Definition Classes
    AnyRef
  227. val nfolds: IntParam

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    Attributes
    protected
  228. val normalizeType: NullableStringParam

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    Attributes
    protected
  229. final def notify(): Unit

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

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    Definition Classes
    AnyRef
  231. val nthread: IntParam

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    Attributes
    protected
  232. final val ntrees: IntParam

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

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

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

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

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

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

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

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

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  241. val oneDrop: BooleanParam

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  242. def outputColumnName: String

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

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

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  245. var parent: Estimator[H2OMOJOModel]

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    Model
  246. final val predictionCol: Param[String]

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    H2OBaseMOJOParams
  247. val quietMode: BooleanParam

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  248. val rateDrop: FloatParam

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  249. val regAlpha: FloatParam

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  250. val regLambda: FloatParam

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  251. val sampleRate: DoubleParam

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  252. val sampleType: NullableStringParam

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  253. def save(path: String): Unit

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

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  255. val scoreEachIteration: BooleanParam

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  256. val scoreTreeInterval: IntParam

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  257. val seed: LongParam

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

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

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

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

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

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

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

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    HasMojo
  265. def setMojo(mojo: InputStream): H2OXGBoostMOJOModel.this.type

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    HasMojo
  266. def setParent(parent: Estimator[H2OMOJOModel]): H2OMOJOModel

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    Model
  267. val skipDrop: FloatParam

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  268. val stoppingMetric: NullableStringParam

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  269. val stoppingRounds: IntParam

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  270. val stoppingTolerance: DoubleParam

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

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

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  273. val subsample: DoubleParam

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

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  275. def toString(): String

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

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    H2OMOJOModel
  277. final val trainingParams: MapStringStringParam

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

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

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

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

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

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  283. val treeMethod: NullableStringParam

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  284. val tweediePower: DoubleParam

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  285. val uid: String

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  286. final val validationMetrics: MapStringDoubleParam

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  287. final def wait(): Unit

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

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

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  290. val weightCol: NullableStringParam

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  291. final val withContributions: BooleanParam

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  292. final val withDetailedPredictionCol: BooleanParam

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  293. final val withLeafNodeAssignments: BooleanParam

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  294. final val withStageResults: BooleanParam

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  295. 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