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 with HasDeprecatedVariableImportancesOnMOJO with HasDeprecatedAutoencoderOnMOJO

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Inherited
  1. H2ODeepLearningMOJOModel
  2. HasDeprecatedAutoencoderOnMOJO
  3. HasDeprecatedVariableImportancesOnMOJO
  4. HasIgnoredColsOnMOJO
  5. ParameterConstructorMethods
  6. H2OSupervisedMOJOModel
  7. H2OSupervisedMOJOParams
  8. H2OAlgorithmMOJOModel
  9. H2OAlgorithmMOJOParams
  10. H2OMOJOPrediction
  11. H2OMOJOPredictionOrdinal
  12. H2OMOJOPredictionCoxPH
  13. H2OMOJOPredictionBinomial
  14. H2OMOJOPredictionClustering
  15. H2OMOJOPredictionDimReduction
  16. H2OMOJOPredictionMultinomial
  17. PredictionWithStageProbabilities
  18. H2OMOJOPredictionAnomaly
  19. H2OMOJOPredictionWordEmbedding
  20. H2OMOJOPredictionRegression
  21. PredictionWithContributions
  22. H2OMOJOModel
  23. HasFeatureTypesOnMOJO
  24. H2OBaseMOJOParams
  25. SpecificMOJOParameters
  26. H2OMOJOModelUtils
  27. Logging
  28. H2OMOJOWritable
  29. MLWritable
  30. HasMojo
  31. H2OMOJOFlattenedInput
  32. Model
  33. Transformer
  34. PipelineStage
  35. Logging
  36. Params
  37. Serializable
  38. Serializable
  39. Identifiable
  40. AnyRef
  41. Any
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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 averageActivation: DoubleParam

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    Attributes
    protected
  12. val balanceClasses: BooleanParam

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  14. val calculateFeatureImportances: BooleanParam

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  25. final val crossValidationMetricsObject: NullableMetricsParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  26. final val crossValidationMetricsSummary: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  27. var crossValidationModels: Array[H2OMOJOModel]

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

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

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  30. val diagnostics: BooleanParam

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    Attributes
    protected
  31. val distribution: NullableStringParam

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  34. val elasticAveraging: BooleanParam

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    Attributes
    protected
  35. val elasticAveragingMovingRate: DoubleParam

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    Attributes
    protected
  36. val elasticAveragingRegularization: DoubleParam

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    Attributes
    protected
  37. val epochs: DoubleParam

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    Attributes
    protected
  38. val epsilon: DoubleParam

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

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

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    Definition Classes
    AnyRef → Any
  41. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  42. def explainParams(): String

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    Definition Classes
    Params
  43. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
  44. val exportWeightsAndBiases: BooleanParam

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    Attributes
    protected
  45. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  46. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  47. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  48. def extractCoxPHPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionCoxPH
  49. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  50. def extractDimReductionSimplePredictionColContent(): Column

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  51. def extractFeatureImportances(outputJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  52. def extractFeatureTypes(outputJson: JsonObject): Map[String, String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  53. def extractMetrics(json: JsonObject, metricType: String): Map[String, Double]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  54. def extractMetricsObject(json: JsonObject, metricType: String, algoName: String, modelCategory: internals.H2OModelCategory.Value): H2OMetrics

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  55. def extractModelCategory(outputJson: JsonObject): internals.H2OModelCategory.Value

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  56. def extractMultinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionMultinomial
  57. def extractOrdinalPredictionColContent(): Column

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

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

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    Definition Classes
    Params
  60. def extractParams(modelJson: JsonObject): Map[String, String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  61. def extractPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPrediction
  62. def extractRegressionPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionRegression
  63. def extractScoringHistory(outputJson: JsonObject): DataFrame

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  64. def extractWordEmbeddingPredictionColContent(): Column

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  65. val fastMode: BooleanParam

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    Attributes
    protected
  66. final val featureImportances: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  67. final val featureTypes: MapStringStringParam

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    Attributes
    protected
    Definition Classes
    HasFeatureTypesOnMOJO
  68. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  69. def finalize(): Unit

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  71. val foldAssignment: NullableStringParam

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    Attributes
    protected
  72. val foldCol: NullableStringParam

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    Attributes
    protected
  73. val forceLoadBalance: BooleanParam

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

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    Definition Classes
    Params
  75. def getActivation(): String

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  76. def getAdaptiveRate(): Boolean

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  77. def getAnomalyPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAnomaly
  78. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly
  79. def getAnomalyPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAnomaly
  80. def getAucType(): String

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  81. def getAutoencoder(): Boolean

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    Definition Classes
    HasDeprecatedAutoencoderOnMOJO
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  82. def getAverageActivation(): Double

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  83. def getBalanceClasses(): Boolean

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  84. def getBinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial
  85. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial
  86. def getBinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  87. def getCalculateFeatureImportances(): Boolean

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  88. def getCategoricalEncoding(): String

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

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

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  91. def getClassificationStop(): Double

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  92. def getClusteringPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionClustering
  93. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering
  94. def getClusteringPredictionUDF(): UserDefinedFunction

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

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

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    Definition Classes
    H2OBaseMOJOParams
  97. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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    Definition Classes
    H2OMOJOPredictionCoxPH
  99. def getCoxPHPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionCoxPH
  100. def getCoxPHPredictionUDF(): UserDefinedFunction

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

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    Returns a map of all combined cross-validation holdout metrics of the Double type.

    Returns a map of all combined cross-validation holdout metrics of the Double type.

    Definition Classes
    H2OMOJOModel
  102. def getCrossValidationMetricsObject(): H2OMetrics

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    Returns an object holding all metrics of the Double type and also more complex performance information combined from cross-validation holdouts.

    Returns an object holding all metrics of the Double type and also more complex performance information combined from cross-validation holdouts.

    Definition Classes
    H2OMOJOModel
  103. def getCrossValidationMetricsSummary(): DataFrame

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    Returns a data frame with information about performance of individual folds according to various model metrics.

    Returns a data frame with information about performance of individual folds according to various model metrics.

    Definition Classes
    H2OMOJOModel
  104. def getCrossValidationModels(): Seq[H2ODeepLearningMOJOModel.this.type]

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

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    Returns a map of all metrics of the Double type.

    Returns a map of all metrics of the Double type. If the nfolds parameter was set, the metrics were combined from cross-validation holdouts. If cross validations wasn't enabled, the metrics were calculated from a validation dataset. If the validation dataset wasn't available, the metrics were calculated from the training dataset.

    Definition Classes
    H2OMOJOModel
  106. def getCurrentMetricsObject(): H2OMetrics

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    Returns an object holding all metrics of the Double type and also more complex performance information.

    Returns an object holding all metrics of the Double type and also more complex performance information. If the nfolds parameter was set, the object was combined from cross-validation holdouts. If cross validations wasn't enabled, the object was calculated from a validation dataset. If the validation dataset wasn't available, the object was calculated from the training dataset.

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

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    Definition Classes
    Params
  108. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams
  109. def getDetailedPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPrediction
  110. def getDiagnostics(): Boolean

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  111. def getDimReductionPredictionColSchema(): Seq[StructField]

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  112. def getDimReductionPredictionSchema(): StructType

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  113. def getDimReductionPredictionUDF(): UserDefinedFunction

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  114. def getDistribution(): String

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

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    Definition Classes
    H2OMOJOModel
  116. def getElasticAveraging(): Boolean

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  117. def getElasticAveragingMovingRate(): Double

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  118. def getElasticAveragingRegularization(): Double

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  119. def getEpochs(): Double

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  120. def getEpsilon(): Double

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  121. def getExportCheckpointsDir(): String

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  122. def getExportWeightsAndBiases(): Boolean

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  123. def getFastMode(): Boolean

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  124. def getFeatureImportances(): DataFrame

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

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    Definition Classes
    HasFeatureTypesOnMOJO
  126. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmMOJOParams
  127. def getFoldAssignment(): String

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  128. def getFoldCol(): String

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  129. def getForceLoadBalance(): Boolean

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  130. def getHidden(): Array[Int]

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  131. def getHiddenDropoutRatios(): Array[Double]

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  132. def getHuberAlpha(): Double

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  133. def getIgnoreConstCols(): Boolean

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  134. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredColsOnMOJO
  135. def getInitialWeightDistribution(): String

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  136. def getInitialWeightScale(): Double

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  137. def getInputDropoutRatio(): Double

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  138. def getKeepCrossValidationFoldAssignment(): Boolean

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  139. def getKeepCrossValidationModels(): Boolean

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  140. def getKeepCrossValidationPredictions(): Boolean

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  141. def getL1(): Double

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  142. def getL2(): Double

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  143. def getLabelCol(): String

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  144. def getLoss(): String

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  145. def getMaxAfterBalanceSize(): Float

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  146. def getMaxCategoricalFeatures(): Int

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  147. def getMaxRuntimeSecs(): Double

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  148. def getMaxW2(): Float

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  149. def getMiniBatchSize(): Int

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  150. def getMissingValuesHandling(): String

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  151. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  152. def getModelDetails(): String

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    Definition Classes
    H2OMOJOModel
  153. def getModelDetails(modelJson: JsonObject): String

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  154. def getModelJson(mojo: File): JsonObject

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  155. def getMomentumRamp(): Double

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  156. def getMomentumStable(): Double

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  157. def getMomentumStart(): Double

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  158. def getMultinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionMultinomial
  159. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial
  160. def getMultinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  161. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  162. def getNesterovAcceleratedGradient(): Boolean

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  163. def getNfolds(): Int

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  164. def getOffsetCol(): String

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

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

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    Definition Classes
    H2OMOJOPredictionOrdinal
  167. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal
  168. def getOrdinalPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionOrdinal
  169. def getOverwriteWithBestModel(): Boolean

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

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    Definition Classes
    Params
  171. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams
  172. def getPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPrediction
  173. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  174. def getPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPrediction
  175. def getQuantileAlpha(): Double

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  176. def getQuietMode(): Boolean

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  177. def getRate(): Double

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  178. def getRateAnnealing(): Double

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  179. def getRateDecay(): Double

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  180. def getRegressionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression
  181. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression
  182. def getRegressionPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionRegression
  183. def getRegressionStop(): Double

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

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

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  186. def getReproducible(): Boolean

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  187. def getRho(): Double

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  188. def getScoreDutyCycle(): Double

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  189. def getScoreEachIteration(): Boolean

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  190. def getScoreInterval(): Double

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  191. def getScoreTrainingSamples(): Long

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  192. def getScoreValidationSamples(): Long

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  193. def getScoreValidationSampling(): String

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  194. def getScoringHistory(): DataFrame

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    Definition Classes
    H2OMOJOModel
  195. def getSeed(): Long

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  196. def getShuffleTrainingData(): Boolean

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  197. def getSingleNodeMode(): Boolean

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  198. def getSparse(): Boolean

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  199. def getSparsityBeta(): Double

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  200. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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

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  202. def getStoppingMetric(): String

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  203. def getStoppingRounds(): Int

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  204. def getStoppingTolerance(): Double

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  205. def getTargetRatioCommToComp(): Double

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  206. def getTrainSamplesPerIteration(): Long

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

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    Returns a map of all metrics of the Double type calculated on the training dataset.

    Returns a map of all metrics of the Double type calculated on the training dataset.

    Definition Classes
    H2OMOJOModel
  208. def getTrainingMetricsObject(): H2OMetrics

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    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the training dataset.

    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the training dataset.

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

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    Definition Classes
    H2OMOJOModel
  210. def getTweediePower(): Double

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  211. def getUseAllFactorLevels(): Boolean

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

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    Returns a map of all metrics of the Double type calculated on the validation dataset.

    Returns a map of all metrics of the Double type calculated on the validation dataset.

    Definition Classes
    H2OMOJOModel
  213. def getValidationMetricsObject(): H2OMetrics

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    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the validation dataset.

    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the validation dataset.

    Definition Classes
    H2OMOJOModel
  214. def getVariableImportances(): Boolean

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    Definition Classes
    HasDeprecatedVariableImportancesOnMOJO
    Annotations
    @DeprecatedMethod( "getCalculateFeatureImportances" , "3.36" )
  215. def getWeightCol(): String

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  216. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  217. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  218. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  219. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  220. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

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  221. def getWordEmbeddingPredictionSchema(): StructType

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  222. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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

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

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    Definition Classes
    Params
  225. def hasParent: Boolean

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    Definition Classes
    Model
  226. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  227. val hidden: IntArrayParam

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    Attributes
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  228. val hiddenDropoutRatios: NullableDoubleArrayParam

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  229. val huberAlpha: DoubleParam

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  230. val ignoreConstCols: BooleanParam

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    Attributes
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  231. val initialWeightDistribution: NullableStringParam

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    Attributes
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  232. val initialWeightScale: DoubleParam

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  233. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  235. val inputDropoutRatio: DoubleParam

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

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    ParameterConstructorMethods
  237. def intParam(name: String, doc: String): IntParam

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

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  239. final def isInstanceOf[T0]: Boolean

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

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    Definition Classes
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  241. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  242. def jsonFieldToDataFrame(outputJson: JsonObject, fieldName: String): DataFrame

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    Attributes
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    Definition Classes
    H2OMOJOModelUtils
  243. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
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  244. val keepCrossValidationModels: BooleanParam

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  245. val keepCrossValidationPredictions: BooleanParam

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  246. val l1: DoubleParam

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  247. val l2: DoubleParam

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  248. val labelCol: Param[String]

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  249. def log: Logger

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

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

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

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

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

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    Attributes
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    Logging
  255. def logInfo(msg: ⇒ String): Unit

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    Attributes
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    Definition Classes
    Logging
  256. def logName: String

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

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

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

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

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    Attributes
    protected
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    Logging
  261. def longParam(name: String, doc: String): LongParam

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  262. val loss: NullableStringParam

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  263. val maxAfterBalanceSize: FloatParam

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  264. val maxCategoricalFeatures: IntParam

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  265. val maxRuntimeSecs: DoubleParam

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  266. val maxW2: FloatParam

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  267. val miniBatchSize: IntParam

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  268. val missingValuesHandling: NullableStringParam

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    Attributes
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  269. final val modelCategory: NullableStringParam

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    Attributes
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    Definition Classes
    H2OMOJOModel
  270. final val modelDetails: NullableStringParam

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    Definition Classes
    H2OMOJOModel
  271. val momentumRamp: DoubleParam

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    Attributes
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  272. val momentumStable: DoubleParam

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  273. val momentumStart: DoubleParam

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  274. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
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    H2OAlgorithmMOJOParams
  275. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  276. val nesterovAcceleratedGradient: BooleanParam

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    Attributes
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  277. val nfolds: IntParam

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  278. final def notify(): Unit

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  279. final def notifyAll(): Unit

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    Definition Classes
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  280. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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

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

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    Attributes
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  283. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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

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

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

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

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    Attributes
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  288. def nullableStringParam(name: String, doc: String): NullableStringParam

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  289. def outputColumnName: String

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    Attributes
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    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  290. val overwriteWithBestModel: BooleanParam

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

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

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    Definition Classes
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  293. var parent: Estimator[H2OMOJOModel]

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

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    Attributes
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    Definition Classes
    H2OAlgorithmMOJOParams
  295. val quantileAlpha: DoubleParam

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    Attributes
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  296. val quietMode: BooleanParam

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  297. val rate: DoubleParam

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  298. val rateAnnealing: DoubleParam

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  299. val rateDecay: DoubleParam

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  300. val regressionStop: DoubleParam

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  301. val replicateTrainingData: BooleanParam

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  302. val reproducible: BooleanParam

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  303. val rho: DoubleParam

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    Attributes
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  304. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  305. val scoreDutyCycle: DoubleParam

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  306. val scoreEachIteration: BooleanParam

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  307. val scoreInterval: DoubleParam

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  308. val scoreTrainingSamples: LongParam

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  309. val scoreValidationSamples: LongParam

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  310. val scoreValidationSampling: NullableStringParam

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  311. final val scoringHistory: NullableDataFrameParam

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    H2OMOJOModel
  312. val seed: LongParam

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

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

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

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

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

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    Attributes
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  318. def setMojo(mojo: File): H2ODeepLearningMOJOModel.this.type

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

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

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

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    Definition Classes
    Model
  322. val shuffleTrainingData: BooleanParam

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    protected
  323. val singleNodeMode: BooleanParam

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  324. val sparse: BooleanParam

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  325. val sparsityBeta: DoubleParam

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  326. val standardize: BooleanParam

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  327. val stoppingMetric: NullableStringParam

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  328. val stoppingRounds: IntParam

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  329. val stoppingTolerance: DoubleParam

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

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

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

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  333. val targetRatioCommToComp: DoubleParam

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    protected
  334. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  335. val trainSamplesPerIteration: LongParam

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  336. final val trainingMetrics: MapStringDoubleParam

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    H2OMOJOModel
  337. final val trainingMetricsObject: NullableMetricsParam

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    H2OMOJOModel
  338. final val trainingParams: MapStringStringParam

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

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    Definition Classes
    H2OAlgorithmMOJOModel → Transformer
  340. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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

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

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    Definition Classes
    H2OSupervisedMOJOModelH2OAlgorithmMOJOModel → PipelineStage
    Annotations
    @DeveloperApi()
  343. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
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    PipelineStage
    Annotations
    @DeveloperApi()
  344. val tweediePower: DoubleParam

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    Attributes
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  345. val uid: String

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    Definition Classes
    H2ODeepLearningMOJOModelH2OSupervisedMOJOModelH2OAlgorithmMOJOModel → Identifiable
  346. def unwrapMojoModel(): MojoModel

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    The method returns an internal H2O-3 mojo model, which can be subsequently used with EasyPredictModelWrapper to perform predictions on individual rows.

    The method returns an internal H2O-3 mojo model, which can be subsequently used with EasyPredictModelWrapper to perform predictions on individual rows.

    Definition Classes
    H2OMOJOModel
  347. val useAllFactorLevels: BooleanParam

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  348. final val validationMetrics: MapStringDoubleParam

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    H2OMOJOModel
  349. final val validationMetricsObject: NullableMetricsParam

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    H2OMOJOModel
  350. final def wait(): Unit

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

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

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

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    Attributes
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  354. final val withContributions: BooleanParam

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    Attributes
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    H2OAlgorithmMOJOParams
  355. final val withDetailedPredictionCol: BooleanParam

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    H2OAlgorithmMOJOParams
  356. final val withLeafNodeAssignments: BooleanParam

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    H2OAlgorithmMOJOParams
  357. final val withStageResults: BooleanParam

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    Attributes
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    H2OAlgorithmMOJOParams
  358. def write: MLWriter

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    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from HasIgnoredColsOnMOJO

Inherited from H2OSupervisedMOJOModel

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithmMOJOModel

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OMOJOPrediction

Inherited from H2OMOJOPredictionOrdinal

Inherited from H2OMOJOPredictionCoxPH

Inherited from H2OMOJOPredictionBinomial

Inherited from H2OMOJOPredictionAnomaly

Inherited from H2OMOJOModel

Inherited from HasFeatureTypesOnMOJO

Inherited from H2OBaseMOJOParams

Inherited from SpecificMOJOParameters

Inherited from H2OMOJOModelUtils

Inherited from Logging

Inherited from H2OMOJOWritable

Inherited from MLWritable

Inherited from HasMojo

Inherited from H2OMOJOFlattenedInput

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