Class/Object

ai.h2o.sparkling.ml.models

H2ODeepLearningMOJOModel

Related Docs: object H2ODeepLearningMOJOModel | package models

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class H2ODeepLearningMOJOModel extends H2OSupervisedMOJOModel with ParameterConstructorMethods with Logging with HasIgnoredColsOnMOJO

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Inherited
  1. H2ODeepLearningMOJOModel
  2. HasIgnoredColsOnMOJO
  3. ParameterConstructorMethods
  4. H2OSupervisedMOJOModel
  5. H2OSupervisedMOJOParams
  6. H2OMOJOModel
  7. SpecificMOJOParameters
  8. H2OMOJOPrediction
  9. H2OMOJOPredictionOrdinal
  10. H2OMOJOPredictionCoxPH
  11. H2OMOJOPredictionBinomial
  12. H2OMOJOPredictionClustering
  13. H2OMOJOPredictionDimReduction
  14. H2OMOJOPredictionMultinomial
  15. PredictionWithStageProbabilities
  16. H2OMOJOPredictionAutoEncoder
  17. H2OMOJOPredictionAnomaly
  18. H2OMOJOPredictionWordEmbedding
  19. H2OMOJOPredictionRegression
  20. PredictionWithContributions
  21. H2OMOJOModelBase
  22. H2OMOJOFlattenedInput
  23. H2OMOJOWritable
  24. MLWritable
  25. HasMojo
  26. H2OBaseMOJOParams
  27. Logging
  28. Model
  29. Transformer
  30. PipelineStage
  31. Logging
  32. Params
  33. Serializable
  34. Serializable
  35. Identifiable
  36. AnyRef
  37. Any
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Visibility
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Instance Constructors

  1. new H2ODeepLearningMOJOModel(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. val activation: NullableStringParam

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    Attributes
    protected
  6. val adaptiveRate: BooleanParam

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    Attributes
    protected
  7. def applyPredictionUdf(dataset: Dataset[_], udfConstructor: (Array[String]) ⇒ UserDefinedFunction): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  8. def applyPredictionUdfToFlatDataFrame(flatDataFrame: DataFrame, udfConstructor: (Array[String]) ⇒ UserDefinedFunction, inputs: Array[String]): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OSupervisedMOJOModelH2OMOJOModelH2OMOJOFlattenedInput
  9. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  10. val aucType: NullableStringParam

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    Attributes
    protected
  11. val autoencoder: BooleanParam

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    Attributes
    protected
  12. val averageActivation: DoubleParam

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    Attributes
    protected
  13. val balanceClasses: BooleanParam

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  15. val categoricalEncoding: NullableStringParam

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    Attributes
    protected
  16. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
  17. val classificationStop: DoubleParam

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    Attributes
    protected
  18. final def clear(param: Param[_]): H2ODeepLearningMOJOModel.this.type

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    Definition Classes
    Params
  19. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  20. final val convertInvalidNumbersToNa: BooleanParam

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

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

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

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    Attributes
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    Definition Classes
    Params
  24. final val crossValidationMetrics: MapStringDoubleParam

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

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

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  27. val diagnostics: BooleanParam

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    Attributes
    protected
  28. val distribution: NullableStringParam

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  31. val elasticAveraging: BooleanParam

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    Attributes
    protected
  32. val elasticAveragingMovingRate: DoubleParam

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    Attributes
    protected
  33. val elasticAveragingRegularization: DoubleParam

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    Attributes
    protected
  34. val epochs: DoubleParam

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    Attributes
    protected
  35. val epsilon: DoubleParam

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    Attributes
    protected
  36. final def eq(arg0: AnyRef): Boolean

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

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    Definition Classes
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  38. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  39. def explainParams(): String

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    Definition Classes
    Params
  40. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
  41. val exportWeightsAndBiases: BooleanParam

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    Attributes
    protected
  42. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  43. def extractAutoEncoderPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  44. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  45. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  46. def extractCoxPHPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionCoxPH
  47. def extractDimReductionSimplePredictionColContent(): Column

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  48. def extractMultinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionMultinomial
  49. def extractOrdinalPredictionColContent(): Column

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

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

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    Definition Classes
    Params
  52. def extractPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPrediction
  53. def extractRegressionPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionRegression
  54. def extractWordEmbeddingPredictionColContent(): Column

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  55. val fastMode: BooleanParam

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    Attributes
    protected
  56. final val featureTypes: MapStringStringParam

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

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

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

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    Attributes
    protected
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    ParameterConstructorMethods
  60. val foldAssignment: NullableStringParam

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    Attributes
    protected
  61. val foldCol: NullableStringParam

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    Attributes
    protected
  62. val forceLoadBalance: BooleanParam

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

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    Definition Classes
    Params
  64. def getActivation(): String

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  65. def getAdaptiveRate(): Boolean

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  66. def getAnomalyPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAnomaly
  67. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly
  68. def getAnomalyPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAnomaly
  69. def getAucType(): String

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  70. def getAutoEncoderPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  71. def getAutoEncoderPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  72. def getAutoEncoderPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAutoEncoder
  73. def getAutoencoder(): Boolean

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  74. def getAverageActivation(): Double

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  75. def getBalanceClasses(): Boolean

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  76. def getBinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial
  77. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial
  78. def getBinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  79. def getCategoricalEncoding(): String

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

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    Definition Classes
    AnyRef → Any
  81. def getClassSamplingFactors(): Array[Float]

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  82. def getClassificationStop(): Double

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  83. def getClusteringPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionClustering
  84. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering
  85. def getClusteringPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionClustering
  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 getDiagnostics(): Boolean

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  98. def getDimReductionPredictionColSchema(): Seq[StructField]

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  99. def getDimReductionPredictionSchema(): StructType

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  100. def getDimReductionPredictionUDF(): UserDefinedFunction

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  101. def getDistribution(): String

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

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    Definition Classes
    H2OMOJOModel
  103. def getElasticAveraging(): Boolean

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  104. def getElasticAveragingMovingRate(): Double

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  105. def getElasticAveragingRegularization(): Double

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  106. def getEpochs(): Double

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  107. def getEpsilon(): Double

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  108. def getExportCheckpointsDir(): String

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  109. def getExportWeightsAndBiases(): Boolean

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  110. def getFastMode(): Boolean

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

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

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    Definition Classes
    H2OBaseMOJOParams
  113. def getFoldAssignment(): String

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  114. def getFoldCol(): String

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  115. def getForceLoadBalance(): Boolean

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  116. def getHidden(): Array[Int]

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  117. def getHiddenDropoutRatios(): Array[Double]

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  118. def getHuberAlpha(): Double

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  119. def getIgnoreConstCols(): Boolean

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  120. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredColsOnMOJO
  121. def getInitialWeightDistribution(): String

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  122. def getInitialWeightScale(): Double

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  123. def getInputDropoutRatio(): Double

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  124. def getKeepCrossValidationFoldAssignment(): Boolean

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  125. def getKeepCrossValidationModels(): Boolean

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  126. def getKeepCrossValidationPredictions(): Boolean

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  127. def getL1(): Double

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  128. def getL2(): Double

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  129. def getLabelCol(): String

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  130. def getLoss(): String

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  131. def getMaxAfterBalanceSize(): Float

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  132. def getMaxCategoricalFeatures(): Int

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  133. def getMaxRuntimeSecs(): Double

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  134. def getMaxW2(): Float

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  135. def getMiniBatchSize(): Int

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  136. def getMissingValuesHandling(): String

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  137. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  138. def getModelDetails(): String

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    Definition Classes
    H2OMOJOModel
  139. def getMojo(): File

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    Attributes
    protected
    Definition Classes
    HasMojo
  140. def getMomentumRamp(): Double

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  141. def getMomentumStable(): Double

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  142. def getMomentumStart(): Double

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  143. def getMultinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionMultinomial
  144. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial
  145. def getMultinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  146. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  147. def getNesterovAcceleratedGradient(): Boolean

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  148. def getNfolds(): Int

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  149. def getOffsetCol(): String

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

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

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    Definition Classes
    H2OMOJOPredictionOrdinal
  152. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal
  153. def getOrdinalPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionOrdinal
  154. def getOverwriteWithBestModel(): Boolean

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

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    Definition Classes
    Params
  156. def getPredictionCol(): String

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

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    Definition Classes
    H2OMOJOPrediction
  158. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  159. def getPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPrediction
  160. def getQuantileAlpha(): Double

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  161. def getQuietMode(): Boolean

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  162. def getRate(): Double

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  163. def getRateAnnealing(): Double

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  164. def getRateDecay(): Double

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  165. def getRegressionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression
  166. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression
  167. def getRegressionPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionRegression
  168. def getRegressionStop(): Double

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  170. def getReplicateTrainingData(): Boolean

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  171. def getReproducible(): Boolean

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  172. def getRho(): Double

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  173. def getScoreDutyCycle(): Double

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  174. def getScoreEachIteration(): Boolean

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  175. def getScoreInterval(): Double

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  176. def getScoreTrainingSamples(): Long

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  177. def getScoreValidationSamples(): Long

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  178. def getScoreValidationSampling(): String

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  179. def getSeed(): Long

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  180. def getShuffleTrainingData(): Boolean

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  181. def getSingleNodeMode(): Boolean

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  182. def getSparse(): Boolean

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  183. def getSparsityBeta(): Double

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  184. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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    Attributes
    protected
    Definition Classes
    PredictionWithStageProbabilities
  185. def getStandardize(): Boolean

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  186. def getStoppingMetric(): String

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  187. def getStoppingRounds(): Int

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  188. def getStoppingTolerance(): Double

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  189. def getTargetRatioCommToComp(): Double

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  190. def getTrainSamplesPerIteration(): Long

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

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

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    Definition Classes
    H2OMOJOModel
  193. def getTweediePower(): Double

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  194. def getUseAllFactorLevels(): Boolean

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

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    Definition Classes
    H2OMOJOModel
  196. def getVariableImportances(): Boolean

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  197. def getWeightCol(): String

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  198. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  199. def getWithDetailedPredictionCol(): Boolean

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

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    Definition Classes
    H2OBaseMOJOParams
  201. def getWithStageResults(): Boolean

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

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  203. def getWordEmbeddingPredictionSchema(): StructType

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  204. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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

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

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    Definition Classes
    Params
  207. def hasParent: Boolean

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    Definition Classes
    Model
  208. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  209. val hidden: IntArrayParam

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    Attributes
    protected
  210. val hiddenDropoutRatios: NullableDoubleArrayParam

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    Attributes
    protected
  211. val huberAlpha: DoubleParam

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    Attributes
    protected
  212. val ignoreConstCols: BooleanParam

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    Attributes
    protected
  213. val initialWeightDistribution: NullableStringParam

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    Attributes
    protected
  214. val initialWeightScale: DoubleParam

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

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelBaseH2OMOJOFlattenedInput
  217. val inputDropoutRatio: DoubleParam

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    Attributes
    protected
  218. def intArrayParam(name: String, doc: String): IntArrayParam

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

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    protected
    Definition Classes
    ParameterConstructorMethods
  220. final def isDefined(param: Param[_]): Boolean

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

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

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    Definition Classes
    Params
  223. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  224. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
  225. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
  226. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
  227. val l1: DoubleParam

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    Attributes
    protected
  228. val l2: DoubleParam

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    Attributes
    protected
  229. val labelCol: Param[String]

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    Attributes
    protected
  230. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  237. def logName: String

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

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

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

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

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

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    protected
    Definition Classes
    ParameterConstructorMethods
  243. val loss: NullableStringParam

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    Attributes
    protected
  244. val maxAfterBalanceSize: FloatParam

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  245. val maxCategoricalFeatures: IntParam

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  246. val maxRuntimeSecs: DoubleParam

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  247. val maxW2: FloatParam

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  248. val miniBatchSize: IntParam

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  249. val missingValuesHandling: NullableStringParam

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  250. final val modelCategory: NullableStringParam

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    H2OMOJOModel
  251. final val modelDetails: NullableStringParam

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    H2OMOJOModel
  252. val momentumRamp: DoubleParam

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  253. val momentumStable: DoubleParam

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  254. val momentumStart: DoubleParam

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  255. final val namedMojoOutputColumns: Param[Boolean]

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

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  257. val nesterovAcceleratedGradient: BooleanParam

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  258. val nfolds: IntParam

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  259. final def notify(): Unit

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  260. final def notifyAll(): Unit

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  261. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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

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

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

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

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

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

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

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  269. def outputColumnName: String

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    Definition Classes
    H2OMOJOModelH2OMOJOModelBaseH2OMOJOFlattenedInput
  270. val overwriteWithBestModel: BooleanParam

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

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

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    Params
  273. var parent: Estimator[H2OMOJOModel]

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

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    H2OBaseMOJOParams
  275. val quantileAlpha: DoubleParam

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  276. val quietMode: BooleanParam

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  277. val rate: DoubleParam

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  278. val rateAnnealing: DoubleParam

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  279. val rateDecay: DoubleParam

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  280. val regressionStop: DoubleParam

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  281. val replicateTrainingData: BooleanParam

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  282. val reproducible: BooleanParam

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  283. val rho: DoubleParam

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  284. def save(path: String): Unit

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    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  285. val scoreDutyCycle: DoubleParam

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  286. val scoreEachIteration: BooleanParam

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  287. val scoreInterval: DoubleParam

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  288. val scoreTrainingSamples: LongParam

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  289. val scoreValidationSamples: LongParam

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  290. val scoreValidationSampling: NullableStringParam

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  291. val seed: LongParam

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  292. final def set(paramPair: ParamPair[_]): H2ODeepLearningMOJOModel.this.type

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  293. final def set(param: String, value: Any): H2ODeepLearningMOJOModel.this.type

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  294. final def set[T](param: Param[T], value: T): H2ODeepLearningMOJOModel.this.type

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  295. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningMOJOModel.this.type

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  296. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningMOJOModel.this.type

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  297. def setMojo(mojo: File): H2ODeepLearningMOJOModel.this.type

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    Definition Classes
    HasMojo
  298. def setMojo(mojo: InputStream, mojoName: String): H2ODeepLearningMOJOModel.this.type

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    Definition Classes
    HasMojo
  299. def setMojo(mojo: InputStream): H2ODeepLearningMOJOModel.this.type

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

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    Definition Classes
    Model
  301. val shuffleTrainingData: BooleanParam

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  302. val singleNodeMode: BooleanParam

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  303. val sparse: BooleanParam

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  304. val sparsityBeta: DoubleParam

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  305. val standardize: BooleanParam

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  306. val stoppingMetric: NullableStringParam

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  307. val stoppingRounds: IntParam

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  308. val stoppingTolerance: DoubleParam

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

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

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

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  312. val targetRatioCommToComp: DoubleParam

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  313. def toString(): String

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    Identifiable → AnyRef → Any
  314. val trainSamplesPerIteration: LongParam

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  315. final val trainingMetrics: MapStringDoubleParam

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    H2OMOJOModel
  316. final val trainingParams: MapStringStringParam

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

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

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

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

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    Annotations
    @DeveloperApi()
  321. def transformSchema(schema: StructType, logging: Boolean): StructType

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    @DeveloperApi()
  322. val tweediePower: DoubleParam

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  323. val uid: String

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  324. val useAllFactorLevels: BooleanParam

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  325. final val validationMetrics: MapStringDoubleParam

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    H2OMOJOModel
  326. val variableImportances: BooleanParam

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  327. final def wait(): Unit

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

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

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

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  331. final val withContributions: BooleanParam

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    H2OBaseMOJOParams
  332. final val withDetailedPredictionCol: BooleanParam

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    H2OBaseMOJOParams
  333. final val withLeafNodeAssignments: BooleanParam

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    H2OBaseMOJOParams
  334. final val withStageResults: BooleanParam

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  335. def write: MLWriter

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    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from HasIgnoredColsOnMOJO

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