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. H2OMOJOPredictionCoxPH
  14. H2OMOJOPredictionBinomial
  15. H2OMOJOPredictionClustering
  16. H2OMOJOPredictionDimReduction
  17. H2OMOJOPredictionMultinomial
  18. PredictionWithStageProbabilities
  19. H2OMOJOPredictionAutoEncoder
  20. H2OMOJOPredictionAnomaly
  21. H2OMOJOPredictionWordEmbedding
  22. H2OMOJOPredictionRegression
  23. PredictionWithContributions
  24. H2OMOJOModelBase
  25. H2OMOJOFlattenedInput
  26. H2OMOJOWritable
  27. MLWritable
  28. HasMojo
  29. H2OBaseMOJOParams
  30. Logging
  31. Model
  32. Transformer
  33. PipelineStage
  34. Logging
  35. Params
  36. Serializable
  37. Serializable
  38. Identifiable
  39. AnyRef
  40. Any
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Visibility
  1. Public
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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 extractCoxPHPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionCoxPH
  44. def extractDimReductionSimplePredictionColContent(): Column

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  45. def extractMultinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionMultinomial
  46. def extractOrdinalPredictionColContent(): Column

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

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

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    Definition Classes
    Params
  49. def extractPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPrediction
  50. def extractRegressionPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionRegression
  51. def extractWordEmbeddingPredictionColContent(): Column

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  52. final val featureImportances: NullableDataFrameParam

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    Attributes
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    Definition Classes
    H2OMOJOModel
  53. final val featureTypes: MapStringStringParam

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

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

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

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    Attributes
    protected
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    ParameterConstructorMethods
  57. val foldAssignment: NullableStringParam

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    Attributes
    protected
  58. val foldCol: NullableStringParam

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    Attributes
    protected
  59. val gainsliftBins: IntParam

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    Attributes
    protected
  60. val gamma: FloatParam

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

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

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    Definition Classes
    H2OMOJOPredictionAnomaly
  63. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly
  64. def getAnomalyPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAnomaly
  65. def getAucType(): String

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  66. def getAutoEncoderPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  67. def getAutoEncoderPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  68. def getAutoEncoderPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  69. def getBackend(): String

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  70. def getBinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial
  71. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial
  72. def getBinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  73. def getBooster(): String

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  74. def getBuildTreeOneNode(): Boolean

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  75. def getCalibrateModel(): Boolean

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  76. def getCategoricalEncoding(): String

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

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

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    Definition Classes
    H2OMOJOPredictionClustering
  79. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering
  80. def getClusteringPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionClustering
  81. def getColSampleByLevel(): Double

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  82. def getColSampleByNode(): Double

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  83. def getColSampleByTree(): Double

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  84. def getColSampleRate(): Double

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  85. def getColSampleRatePerTree(): Double

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  86. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

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

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    Definition Classes
    H2OBaseMOJOParams
  88. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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    Definition Classes
    H2OMOJOPredictionCoxPH
  90. def getCoxPHPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionCoxPH
  91. def getCoxPHPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionCoxPH
  92. def getCrossValidationMetrics(): Map[String, Double]

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

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

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    Definition Classes
    Params
  95. def getDetailedPredictionCol(): String

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

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

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  98. def getDimReductionPredictionSchema(): StructType

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  99. def getDimReductionPredictionUDF(): UserDefinedFunction

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  100. def getDistribution(): String

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  101. def getDmatrixType(): String

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

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    Definition Classes
    H2OMOJOModel
  103. def getEta(): Double

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  104. def getExportCheckpointsDir(): String

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  105. def getFeatureImportances(): DataFrame

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

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

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    Definition Classes
    H2OBaseMOJOParams
  108. def getFoldAssignment(): String

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  109. def getFoldCol(): String

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  110. def getGainsliftBins(): Int

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  111. def getGamma(): Float

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  112. def getGpuId(): Array[Int]

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  113. def getGrowPolicy(): String

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  114. def getIgnoreConstCols(): Boolean

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  115. def getIgnoredCols(): Array[String]

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

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  117. def getKeepCrossValidationFoldAssignment(): Boolean

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  118. def getKeepCrossValidationModels(): Boolean

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  119. def getKeepCrossValidationPredictions(): Boolean

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  120. def getLabelCol(): String

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  121. def getLearnRate(): Double

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  122. def getMaxAbsLeafnodePred(): Float

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  123. def getMaxBins(): Int

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  124. def getMaxDeltaStep(): Float

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  125. def getMaxDepth(): Int

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  126. def getMaxLeaves(): Int

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  127. def getMaxRuntimeSecs(): Double

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  128. def getMinChildWeight(): Double

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  129. def getMinRows(): Double

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  130. def getMinSplitImprovement(): Float

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  131. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  132. def getModelDetails(): String

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    Definition Classes
    H2OMOJOModel
  133. def getMojo(): File

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

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

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    Definition Classes
    H2OMOJOPredictionMultinomial
  136. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial
  137. def getMultinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  138. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  139. def getNfolds(): Int

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  140. def getNormalizeType(): String

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  141. def getNthread(): Int

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  142. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedMOJOParams
  143. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams
  144. def getOneDrop(): Boolean

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

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

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    Definition Classes
    H2OMOJOPredictionOrdinal
  147. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal
  148. def getOrdinalPredictionUDF(): UserDefinedFunction

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

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    Definition Classes
    Params
  150. def getPredictionCol(): String

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

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    Definition Classes
    H2OMOJOPrediction
  152. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  153. def getPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPrediction
  154. def getQuietMode(): Boolean

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  155. def getRateDrop(): Float

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  156. def getRegAlpha(): Float

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  157. def getRegLambda(): Float

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  158. def getRegressionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression
  159. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression
  160. def getRegressionPredictionUDF(): UserDefinedFunction

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

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

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  163. def getSampleType(): String

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  164. def getSaveMatrixDirectory(): String

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  165. def getScoreEachIteration(): Boolean

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  166. def getScoreTreeInterval(): Int

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  167. def getScoringHistory(): DataFrame

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    Definition Classes
    H2OMOJOModel
  168. def getSeed(): Long

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  169. def getSkipDrop(): Float

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  170. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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

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  172. def getStoppingRounds(): Int

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  173. def getStoppingTolerance(): Double

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  174. def getSubsample(): Double

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

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

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    Definition Classes
    H2OMOJOModel
  177. def getTreeMethod(): String

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  178. def getTweediePower(): Double

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

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    Definition Classes
    H2OMOJOModel
  180. def getWeightCol(): String

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  181. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  182. def getWithDetailedPredictionCol(): Boolean

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

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    Definition Classes
    H2OBaseMOJOParams
  184. def getWithStageResults(): Boolean

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

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  186. def getWordEmbeddingPredictionSchema(): StructType

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  187. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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  188. val gpuId: NullableIntArrayParam

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    Attributes
    protected
  189. val growPolicy: NullableStringParam

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

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

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    Definition Classes
    Params
  192. def hasParent: Boolean

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    Definition Classes
    Model
  193. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  194. val ignoreConstCols: BooleanParam

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  200. val interactionConstraints: NullableStringArrayArrayParam

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

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

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

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    Definition Classes
    Params
  204. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  205. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
  206. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
  207. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
  208. val labelCol: Param[String]

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    Attributes
    protected
  209. val learnRate: DoubleParam

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    Attributes
    protected
  210. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  217. def logName: String

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  223. val maxAbsLeafnodePred: FloatParam

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    Attributes
    protected
  224. val maxBins: IntParam

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    Attributes
    protected
  225. val maxDeltaStep: FloatParam

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    Attributes
    protected
  226. val maxDepth: IntParam

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    Attributes
    protected
  227. val maxLeaves: IntParam

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    Attributes
    protected
  228. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
  229. val minChildWeight: DoubleParam

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    Attributes
    protected
  230. val minRows: DoubleParam

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    Attributes
    protected
  231. val minSplitImprovement: FloatParam

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    Attributes
    protected
  232. final val modelCategory: NullableStringParam

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

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

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    H2OBaseMOJOParams
  235. final def ne(arg0: AnyRef): Boolean

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  236. val nfolds: IntParam

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  237. val normalizeType: NullableStringParam

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  238. final def notify(): Unit

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  239. final def notifyAll(): Unit

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  240. val nthread: IntParam

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  241. final val ntrees: IntParam

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    H2OTreeBasedMOJOParams
  242. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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  243. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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

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

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

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

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

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

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  250. val oneDrop: BooleanParam

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  251. def outputColumnName: String

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

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

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    Params
  254. var parent: Estimator[H2OMOJOModel]

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

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    H2OBaseMOJOParams
  256. val quietMode: BooleanParam

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  257. val rateDrop: FloatParam

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  258. val regAlpha: FloatParam

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  259. val regLambda: FloatParam

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  260. val sampleRate: DoubleParam

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  261. val sampleType: NullableStringParam

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  262. def save(path: String): Unit

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

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  264. val scoreEachIteration: BooleanParam

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  265. val scoreTreeInterval: IntParam

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  266. final val scoringHistory: NullableDataFrameParam

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    H2OMOJOModel
  267. val seed: LongParam

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

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

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

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

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

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

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

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

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

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    Definition Classes
    Model
  277. val skipDrop: FloatParam

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  278. val stoppingMetric: NullableStringParam

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  279. val stoppingRounds: IntParam

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  280. val stoppingTolerance: DoubleParam

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

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

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  283. val subsample: DoubleParam

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

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  285. def toString(): String

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

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    H2OMOJOModel
  287. final val trainingParams: MapStringStringParam

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

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

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

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

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

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    @DeveloperApi()
  293. val treeMethod: NullableStringParam

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  294. val tweediePower: DoubleParam

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  295. val uid: String

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  296. final val validationMetrics: MapStringDoubleParam

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    H2OMOJOModel
  297. final def wait(): Unit

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    @throws( ... )
  298. final def wait(arg0: Long, arg1: Int): Unit

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

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    @throws( ... )
  300. val weightCol: NullableStringParam

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  301. final val withContributions: BooleanParam

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    H2OBaseMOJOParams
  302. final val withDetailedPredictionCol: BooleanParam

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    H2OBaseMOJOParams
  303. final val withLeafNodeAssignments: BooleanParam

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    H2OBaseMOJOParams
  304. final val withStageResults: BooleanParam

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    H2OBaseMOJOParams
  305. 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 H2OMOJOPredictionCoxPH

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