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

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

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    Attributes
    protected
  16. val categoricalEncoding: NullableStringParam

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    Attributes
    protected
  17. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
  18. val classificationStop: DoubleParam

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

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    Definition Classes
    Params
  20. def clone(): AnyRef

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

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

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

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  31. val diagnostics: BooleanParam

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    Attributes
    protected
  32. val distribution: NullableStringParam

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

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods
  35. val elasticAveraging: BooleanParam

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    Attributes
    protected
  36. val elasticAveragingMovingRate: DoubleParam

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    Attributes
    protected
  37. val elasticAveragingRegularization: DoubleParam

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    Attributes
    protected
  38. val epochs: DoubleParam

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    Attributes
    protected
  39. val epsilon: DoubleParam

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

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

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

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    Definition Classes
    Params
  43. def explainParams(): String

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    Definition Classes
    Params
  44. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
  45. val exportWeightsAndBiases: BooleanParam

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    Attributes
    protected
  46. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  47. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  48. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  49. def extractCoxPHPredictionColContent(): Column

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

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

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  52. def extractFeatureImportances(outputJson: JsonObject): DataFrame

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

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

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

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

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

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    Definition Classes
    H2OMOJOPredictionMultinomial
  58. def extractOrdinalPredictionColContent(): Column

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

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

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

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

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    Definition Classes
    H2OMOJOPrediction
  63. def extractRegressionPredictionColContent(): Column

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

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

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  66. val fastMode: BooleanParam

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    Attributes
    protected
  67. final val featureImportances: NullableDataFrameParam

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

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  72. val foldAssignment: NullableStringParam

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    Attributes
    protected
  73. val foldCol: NullableStringParam

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    Attributes
    protected
  74. val forceLoadBalance: BooleanParam

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

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    Definition Classes
    Params
  76. def getActivation(): String

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  77. def getAdaptiveRate(): Boolean

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  78. def getAnomalyPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAnomaly
  79. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly
  80. def getAnomalyPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAnomaly
  81. def getAucType(): String

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  82. def getAutoencoder(): Boolean

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  83. def getAverageActivation(): Double

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  84. def getBalanceClasses(): Boolean

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  85. def getBinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial
  86. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial
  87. def getBinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  88. def getCalculateFeatureImportances(): Boolean

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  89. def getCategoricalEncoding(): String

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

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

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  92. def getClassificationStop(): Double

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  93. def getClusteringPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionClustering
  94. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering
  95. def getClusteringPredictionUDF(): UserDefinedFunction

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

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

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    Definition Classes
    H2OBaseMOJOParams
  98. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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    Definition Classes
    H2OMOJOPredictionCoxPH
  100. def getCoxPHPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionCoxPH
  101. def getCoxPHPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionCoxPH
  102. 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
  103. 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
  104. 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
  105. def getCrossValidationModels(): Seq[H2ODeepLearningMOJOModel.this.type]

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    Definition Classes
    H2OMOJOModel
  106. 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
  107. 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
  108. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  109. def getDetailedPredictionCol(): String

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

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    Definition Classes
    H2OMOJOPrediction
  111. def getDiagnostics(): Boolean

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  112. def getDimReductionPredictionColSchema(): Seq[StructField]

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  113. def getDimReductionPredictionSchema(): StructType

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  114. def getDimReductionPredictionUDF(): UserDefinedFunction

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  115. def getDistribution(): String

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

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    Definition Classes
    H2OMOJOModel
  117. def getElasticAveraging(): Boolean

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  118. def getElasticAveragingMovingRate(): Double

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  119. def getElasticAveragingRegularization(): Double

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  120. def getEpochs(): Double

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  121. def getEpsilon(): Double

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  122. def getExportCheckpointsDir(): String

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  123. def getExportWeightsAndBiases(): Boolean

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  124. def getFastMode(): Boolean

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  125. def getFeatureImportances(): DataFrame

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

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

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    Definition Classes
    H2OAlgorithmMOJOParams
  128. def getFoldAssignment(): String

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  129. def getFoldCol(): String

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  130. def getForceLoadBalance(): Boolean

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  131. def getHidden(): Array[Int]

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  132. def getHiddenDropoutRatios(): Array[Double]

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  133. def getHuberAlpha(): Double

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  134. def getIgnoreConstCols(): Boolean

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  135. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredColsOnMOJO
  136. def getInitialWeightDistribution(): String

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  137. def getInitialWeightScale(): Double

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  138. def getInputDropoutRatio(): Double

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  139. def getKeepCrossValidationFoldAssignment(): Boolean

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  140. def getKeepCrossValidationModels(): Boolean

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  141. def getKeepCrossValidationPredictions(): Boolean

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  142. def getL1(): Double

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  143. def getL2(): Double

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  144. def getLabelCol(): String

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  145. def getLoss(): String

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  146. def getMaxAfterBalanceSize(): Float

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  147. def getMaxCategoricalFeatures(): Int

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  148. def getMaxRuntimeSecs(): Double

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  149. def getMaxW2(): Float

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  150. def getMiniBatchSize(): Int

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  151. def getMissingValuesHandling(): String

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  152. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  153. def getModelDetails(): String

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

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

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

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  157. def getMomentumStable(): Double

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  158. def getMomentumStart(): Double

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  159. def getMultinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionMultinomial
  160. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial
  161. def getMultinomialPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  162. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  163. def getNesterovAcceleratedGradient(): Boolean

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  164. def getNfolds(): Int

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  165. def getOffsetCol(): String

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

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

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    Definition Classes
    H2OMOJOPredictionOrdinal
  168. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal
  169. def getOrdinalPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionOrdinal
  170. def getOverwriteWithBestModel(): Boolean

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

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    Definition Classes
    Params
  172. def getPredictionCol(): String

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

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    Definition Classes
    H2OMOJOPrediction
  174. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  175. def getPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPrediction
  176. def getQuantileAlpha(): Double

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  177. def getQuietMode(): Boolean

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  178. def getRate(): Double

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  179. def getRateAnnealing(): Double

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  180. def getRateDecay(): Double

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  181. def getRegressionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression
  182. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression
  183. def getRegressionPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionRegression
  184. def getRegressionStop(): Double

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

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

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  187. def getReproducible(): Boolean

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  188. def getRho(): Double

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  189. def getScoreDutyCycle(): Double

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  190. def getScoreEachIteration(): Boolean

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  191. def getScoreInterval(): Double

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  192. def getScoreTrainingSamples(): Long

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  193. def getScoreValidationSamples(): Long

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  194. def getScoreValidationSampling(): String

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  195. def getScoringHistory(): DataFrame

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    Definition Classes
    H2OMOJOModel
  196. def getSeed(): Long

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  197. def getShuffleTrainingData(): Boolean

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  198. def getSingleNodeMode(): Boolean

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  199. def getSparse(): Boolean

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  200. def getSparsityBeta(): Double

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  201. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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

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  203. def getStoppingMetric(): String

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  204. def getStoppingRounds(): Int

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  205. def getStoppingTolerance(): Double

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  206. def getTargetRatioCommToComp(): Double

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  207. def getTrainSamplesPerIteration(): Long

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  208. 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
  209. 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
  210. def getTrainingParams(): Map[String, String]

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    Definition Classes
    H2OMOJOModel
  211. def getTweediePower(): Double

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  212. def getUseAllFactorLevels(): Boolean

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  213. 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
  214. 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
  215. def getVariableImportances(): Boolean

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

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  217. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  218. def getWithDetailedPredictionCol(): Boolean

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

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    Definition Classes
    H2OAlgorithmMOJOParams
  220. def getWithStageResults(): Boolean

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

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  222. def getWordEmbeddingPredictionSchema(): StructType

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  223. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

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

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

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    Definition Classes
    Params
  226. def hasParent: Boolean

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    Definition Classes
    Model
  227. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  228. val hidden: IntArrayParam

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    Attributes
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  229. val hiddenDropoutRatios: NullableDoubleArrayParam

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  230. val huberAlpha: DoubleParam

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  231. val ignoreConstCols: BooleanParam

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  232. val initialWeightDistribution: NullableStringParam

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  233. val initialWeightScale: DoubleParam

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  234. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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

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    Attributes
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    Logging
  236. def inputColumnNames: Array[String]

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    Attributes
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    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  237. val inputDropoutRatio: DoubleParam

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

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  239. def intParam(name: String, doc: String): IntParam

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

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  241. final def isInstanceOf[T0]: Boolean

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  242. final def isSet(param: Param[_]): Boolean

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    Definition Classes
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  243. def isTraceEnabled(): Boolean

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

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    Attributes
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    Definition Classes
    H2OMOJOModelUtils
  245. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
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  246. val keepCrossValidationModels: BooleanParam

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    Attributes
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  247. val keepCrossValidationPredictions: BooleanParam

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    Attributes
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  248. val l1: DoubleParam

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  249. val l2: DoubleParam

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  250. val labelCol: Param[String]

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  251. def log: Logger

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

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

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

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

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

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

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    Logging
  258. def logName: String

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

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

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

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

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    Logging
  263. def longParam(name: String, doc: String): LongParam

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  264. val loss: NullableStringParam

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  265. val maxAfterBalanceSize: FloatParam

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  266. val maxCategoricalFeatures: IntParam

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  267. val maxRuntimeSecs: DoubleParam

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  268. val maxW2: FloatParam

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  269. val miniBatchSize: IntParam

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  270. val missingValuesHandling: NullableStringParam

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    Attributes
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  271. final val modelCategory: NullableStringParam

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    Attributes
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    Definition Classes
    H2OMOJOModel
  272. final val modelDetails: NullableStringParam

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    H2OMOJOModel
  273. val momentumRamp: DoubleParam

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    Attributes
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  274. val momentumStable: DoubleParam

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  275. val momentumStart: DoubleParam

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  276. final val namedMojoOutputColumns: Param[Boolean]

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

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  278. val nesterovAcceleratedGradient: BooleanParam

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    Attributes
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  279. val nfolds: IntParam

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  280. final def notify(): Unit

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  281. final def notifyAll(): Unit

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  282. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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

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

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

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

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

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

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

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

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  291. def outputColumnName: String

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    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  292. val overwriteWithBestModel: BooleanParam

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

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

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    Definition Classes
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  295. var parent: Estimator[H2OMOJOModel]

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

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    Attributes
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    H2OAlgorithmMOJOParams
  297. val quantileAlpha: DoubleParam

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  298. val quietMode: BooleanParam

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  299. val rate: DoubleParam

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  300. val rateAnnealing: DoubleParam

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  301. val rateDecay: DoubleParam

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  302. val regressionStop: DoubleParam

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  303. val replicateTrainingData: BooleanParam

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  304. val reproducible: BooleanParam

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  305. val rho: DoubleParam

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

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

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  308. val scoreEachIteration: BooleanParam

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  309. val scoreInterval: DoubleParam

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  310. val scoreTrainingSamples: LongParam

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  311. val scoreValidationSamples: LongParam

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  312. val scoreValidationSampling: NullableStringParam

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  313. final val scoringHistory: NullableDataFrameParam

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    H2OMOJOModel
  314. val seed: LongParam

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

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

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

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

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

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

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

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

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

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    Definition Classes
    Model
  324. val shuffleTrainingData: BooleanParam

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  325. val singleNodeMode: BooleanParam

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  326. val sparse: BooleanParam

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  327. val sparsityBeta: DoubleParam

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  328. val standardize: BooleanParam

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  329. val stoppingMetric: NullableStringParam

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  330. val stoppingRounds: IntParam

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  331. val stoppingTolerance: DoubleParam

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

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

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

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  335. val targetRatioCommToComp: DoubleParam

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  336. def toString(): String

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

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  338. final val trainingMetrics: MapStringDoubleParam

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    H2OMOJOModel
  339. final val trainingMetricsObject: NullableMetricsParam

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    H2OMOJOModel
  340. final val trainingParams: MapStringStringParam

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

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

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

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

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

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

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  347. val uid: String

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    Definition Classes
    H2ODeepLearningMOJOModelH2OSupervisedMOJOModelH2OAlgorithmMOJOModel → Identifiable
  348. 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
  349. val useAllFactorLevels: BooleanParam

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  350. final val validationMetrics: MapStringDoubleParam

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    H2OMOJOModel
  351. final val validationMetricsObject: NullableMetricsParam

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    H2OMOJOModel
  352. final def wait(): Unit

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

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

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

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  356. final val withContributions: BooleanParam

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    H2OAlgorithmMOJOParams
  357. final val withDetailedPredictionCol: BooleanParam

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    H2OAlgorithmMOJOParams
  358. final val withLeafNodeAssignments: BooleanParam

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    H2OAlgorithmMOJOParams
  359. final val withStageResults: BooleanParam

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    Attributes
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    H2OAlgorithmMOJOParams
  360. 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