Class/Object

ai.h2o.sparkling.ml.models

H2OGAMMOJOModel

Related Docs: object H2OGAMMOJOModel | package models

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class H2OGAMMOJOModel extends H2OSupervisedMOJOModel with ParameterConstructorMethods with Logging with HasIgnoredColsOnMOJO with HasGamColsOnMOJO

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Inherited
  1. H2OGAMMOJOModel
  2. HasGamColsOnMOJO
  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. HasDataFrameSerializer
  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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Visibility
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Instance Constructors

  1. new H2OGAMMOJOModel(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 alphaValue: NullableDoubleArrayParam

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

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

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

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    Definition Classes
    Any
  9. val aucType: NullableStringParam

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    Attributes
    protected
  10. val balanceClasses: BooleanParam

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    Attributes
    protected
  11. val betaEpsilon: DoubleParam

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  13. val bs: NullableIntArrayParam

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    Attributes
    protected
  14. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
  15. final def clear(param: Param[_]): H2OGAMMOJOModel.this.type

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    Definition Classes
    Params
  16. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  17. val coldStart: BooleanParam

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    Attributes
    protected
  18. val computePValues: BooleanParam

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    Attributes
    protected
  19. final val convertInvalidNumbersToNa: BooleanParam

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  27. var crossValidationModelsScoringHistory: NullableDataFrameArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  28. val customMetricFunc: NullableStringParam

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    Attributes
    protected
  29. final val dataFrameSerializer: Param[String]

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

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    Attributes
    protected
    Definition Classes
    Params
  31. final val defaultThreshold: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  32. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  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
    protected
    Definition Classes
    ParameterConstructorMethods
  35. val earlyStopping: BooleanParam

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    Attributes
    protected
  36. final val endTime: LongParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  37. final def eq(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    Params
  40. def explainParams(): String

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    Definition Classes
    Params
  41. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
  42. def extractAnomalyPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionAnomaly
  43. def extractBinomialPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionBinomial
  44. def extractClusteringPredictionColContent(): Column

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    Definition Classes
    H2OMOJOPredictionClustering
  45. def extractCoxPHPredictionColContent(): Column

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

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

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  48. def extractFeatureImportances(outputJson: JsonObject): DataFrame

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  50. def extractJsonFieldValue[T](outputJson: JsonObject, fieldName: String, getValue: (JsonElement) ⇒ T, defaultValue: T): T

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  51. def extractJsonTables(outputJson: JsonObject, fieldName: String): Array[DataFrame]

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  55. def extractModelSummary(outputJson: JsonObject): DataFrame

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    Attributes
    protected[ai.h2o.sparkling.ml.models]
    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 family: NullableStringParam

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

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    Definition Classes
    Params
  74. def getAlphaValue(): Array[Double]

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  75. def getAnomalyPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionAnomaly
  76. def getAnomalyPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionAnomaly
  77. def getAnomalyPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionAnomaly
  78. def getAucType(): String

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  79. def getBalanceClasses(): Boolean

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  80. def getBetaEpsilon(): Double

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  81. def getBinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionBinomial
  82. def getBinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionBinomial
  83. def getBinomialPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionBinomial
  84. def getBs(): Array[Int]

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

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

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  87. def getClusteringPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionClustering
  88. def getClusteringPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionClustering
  89. def getClusteringPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionClustering
  90. def getColdStart(): Boolean

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  91. def getComputePValues(): Boolean

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  92. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

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

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    Definition Classes
    H2OBaseMOJOParams
  94. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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    Definition Classes
    H2OMOJOPredictionCoxPH
  96. def getCoxPHPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionCoxPH
  97. def getCoxPHPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionCoxPH
  98. 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
  99. 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
  100. 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
  101. def getCrossValidationModels(): Seq[H2OGAMMOJOModel.this.type]

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    Definition Classes
    H2OMOJOModel
  102. def getCrossValidationModelsScoringHistory(): Array[DataFrame]

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    Definition Classes
    H2OMOJOModel
  103. 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
  104. 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
  105. def getCustomMetricFunc(): String

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  106. def getDataFrameSerializer(): String

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

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    Definition Classes
    Params
  108. def getDefaultThreshold(): Double

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    Definition Classes
    H2OMOJOModel
  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 getDimReductionPredictionColSchema(): Seq[StructField]

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  112. def getDimReductionPredictionSchema(): StructType

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  113. def getDimReductionPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

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    Definition Classes
    H2OMOJOModel
  115. def getEarlyStopping(): Boolean

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  116. def getEndTime(): Long

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    Definition Classes
    H2OMOJOModel
  117. def getExportCheckpointsDir(): String

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  118. def getFamily(): String

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  119. def getFeatureImportances(): DataFrame

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

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

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    Definition Classes
    H2OAlgorithmMOJOParams
  122. def getFoldAssignment(): String

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  123. def getFoldCol(): String

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  124. def getGamCols(): Array[Array[String]]

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    Definition Classes
    HasGamColsOnMOJO
  125. def getGradientEpsilon(): Double

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  126. def getIgnoreConstCols(): Boolean

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  127. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredColsOnMOJO
  128. def getInteractions(): Array[String]

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  129. def getIntercept(): Boolean

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  130. def getKeepCrossValidationFoldAssignment(): Boolean

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  131. def getKeepCrossValidationModels(): Boolean

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  132. def getKeepCrossValidationPredictions(): Boolean

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  133. def getKeepGamCols(): Boolean

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  134. def getKnotIds(): Array[String]

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  135. def getLabelCol(): String

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  136. def getLambdaSearch(): Boolean

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  137. def getLambdaValue(): Array[Double]

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  138. def getLink(): String

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  139. def getMaxActivePredictors(): Int

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  140. def getMaxAfterBalanceSize(): Float

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  141. def getMaxConfusionMatrixSize(): Int

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  142. def getMaxIterations(): Int

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  143. def getMaxRuntimeSecs(): Double

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  144. def getMissingValuesHandling(): String

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  145. def getModelCategory(): String

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    Definition Classes
    H2OMOJOModel
  146. def getModelDetails(): String

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

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  149. def getModelSummary(): DataFrame

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    Definition Classes
    H2OMOJOModel
  150. def getMultinomialPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionMultinomial
  151. def getMultinomialPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionMultinomial
  152. def getMultinomialPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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    Definition Classes
    H2OMOJOPredictionMultinomial
  153. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  154. def getNfolds(): Int

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  155. def getNlambdas(): Int

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  156. def getNonNegative(): Boolean

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  157. def getNumKnots(): Array[Int]

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  158. def getObjReg(): Double

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  159. def getObjectiveEpsilon(): Double

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  160. def getOffsetCol(): String

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

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

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    Definition Classes
    H2OMOJOPredictionOrdinal
  163. def getOrdinalPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionOrdinal
  164. def getOrdinalPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

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    Definition Classes
    Params
  166. def getPredictionCol(): String

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

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    Definition Classes
    H2OMOJOPrediction
  168. def getPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPrediction
  169. def getPredictionUDF(): UserDefinedFunction

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    Definition Classes
    H2OMOJOPrediction
  170. def getPrior(): Double

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  171. def getRegressionPredictionColSchema(): Seq[StructField]

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    Definition Classes
    H2OMOJOPredictionRegression
  172. def getRegressionPredictionSchema(): StructType

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    Definition Classes
    H2OMOJOPredictionRegression
  173. def getRegressionPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  175. def getRemoveCollinearCols(): Boolean

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  176. def getRunTime(): Long

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    Definition Classes
    H2OMOJOModel
  177. def getScale(): Array[Double]

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  178. def getScaleTpPenaltyMat(): Boolean

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  179. def getScoreEachIteration(): Boolean

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  180. def getScoringHistory(): DataFrame

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    Definition Classes
    H2OMOJOModel
  181. def getSolver(): String

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  182. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

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

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  184. def getStandardizeTpGamCols(): Boolean

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  185. def getStartTime(): Long

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    Definition Classes
    H2OMOJOModel
  186. def getStartval(): Array[Double]

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  187. def getStoppingMetric(): String

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  188. def getStoppingRounds(): Int

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  189. def getStoppingTolerance(): Double

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  190. def getTheta(): Double

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  191. 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
  192. 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
  193. def getTrainingParams(): Map[String, String]

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    Definition Classes
    H2OMOJOModel
  194. def getTweedieLinkPower(): Double

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  195. def getTweedieVariancePower(): Double

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  196. 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
  197. 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
  198. def getWeightCol(): String

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  199. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  200. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  201. def getWithStageResults(): Boolean

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

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  203. def getWordEmbeddingPredictionSchema(): StructType

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  204. def getWordEmbeddingPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config], featureCols: Seq[String]): UserDefinedFunction

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  205. val gradientEpsilon: DoubleParam

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

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

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    Definition Classes
    Params
  208. def hasParent: Boolean

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    Definition Classes
    Model
  209. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  210. val ignoreConstCols: BooleanParam

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

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

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

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    Attributes
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    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  214. def intArrayParam(name: String, doc: String): IntArrayParam

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

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    Attributes
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    ParameterConstructorMethods
  216. val interactions: NullableStringArrayParam

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    Attributes
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  217. val intercept: BooleanParam

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

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

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

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    Definition Classes
    Params
  221. def isTraceEnabled(): Boolean

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

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    Attributes
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    Definition Classes
    H2OMOJOModelUtils
  223. def jsonFieldToDoubleArray(outputJson: JsonObject, fieldName: String): Array[Double]

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    Attributes
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    Definition Classes
    H2OMOJOModelUtils
  224. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
  225. val keepCrossValidationModels: BooleanParam

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    Attributes
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  226. val keepCrossValidationPredictions: BooleanParam

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    Attributes
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  227. val keepGamCols: BooleanParam

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    Attributes
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  228. val knotIds: NullableStringArrayParam

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    Attributes
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  229. val labelCol: Param[String]

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    Attributes
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  230. val lambdaSearch: BooleanParam

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  231. val lambdaValue: NullableDoubleArrayParam

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    Attributes
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  232. val link: NullableStringParam

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    Attributes
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  233. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  240. def logName: String

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

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

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

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

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

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    Attributes
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    ParameterConstructorMethods
  246. val maxActivePredictors: IntParam

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    Attributes
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  247. val maxAfterBalanceSize: FloatParam

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    Attributes
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  248. val maxConfusionMatrixSize: IntParam

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    Attributes
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  249. val maxIterations: IntParam

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    Attributes
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  250. val maxRuntimeSecs: DoubleParam

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  251. val missingValuesHandling: NullableStringParam

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    Attributes
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  252. final val modelCategory: NullableStringParam

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    Attributes
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    Definition Classes
    H2OMOJOModel
  253. final val modelDetails: NullableStringParam

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    Attributes
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    Definition Classes
    H2OMOJOModel
  254. final val modelSummary: NullableDataFrameParam

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    Attributes
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    H2OMOJOModel
  255. final val namedMojoOutputColumns: Param[Boolean]

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

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    Definition Classes
    AnyRef
  257. val nfolds: IntParam

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    Attributes
    protected
  258. val nlambdas: IntParam

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    Attributes
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  259. val nonNegative: BooleanParam

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  260. val nonSerializableField: AnyRef

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    Definition Classes
    H2OMOJOModel
  261. final def notify(): Unit

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

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  264. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    Attributes
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  265. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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

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    Attributes
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  267. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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    Attributes
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  268. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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    Attributes
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  269. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    Attributes
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    ParameterConstructorMethods
  270. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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

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    Attributes
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  272. val numKnots: NullableIntArrayParam

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    Attributes
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  273. val objReg: DoubleParam

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    Attributes
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  274. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
  275. def outputColumnName: String

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    Attributes
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    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  276. def param[T](name: String, doc: String): Param[T]

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    Attributes
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  277. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  278. var parent: Estimator[H2OMOJOModel]

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

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    Attributes
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    Definition Classes
    H2OAlgorithmMOJOParams
  280. val prior: DoubleParam

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    Attributes
    protected
  281. val removeCollinearCols: BooleanParam

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    Attributes
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  282. final val runTime: LongParam

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    Attributes
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    Definition Classes
    H2OMOJOModel
  283. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  284. val scale: NullableDoubleArrayParam

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    Attributes
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  285. val scaleTpPenaltyMat: BooleanParam

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  286. val scoreEachIteration: BooleanParam

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    Attributes
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  287. final val scoringHistory: NullableDataFrameParam

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    Attributes
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    H2OMOJOModel
  288. final def set(paramPair: ParamPair[_]): H2OGAMMOJOModel.this.type

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    Attributes
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    Params
  289. final def set(param: String, value: Any): H2OGAMMOJOModel.this.type

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    Attributes
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    Params
  290. final def set[T](param: Param[T], value: T): H2OGAMMOJOModel.this.type

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    Definition Classes
    Params
  291. def setDataFrameSerializer(fullClassName: String): H2OGAMMOJOModel.this.type

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    Definition Classes
    H2OBaseMOJOParams
  292. final def setDefault(paramPairs: ParamPair[_]*): H2OGAMMOJOModel.this.type

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    Attributes
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    Params
  293. final def setDefault[T](param: Param[T], value: T): H2OGAMMOJOModel.this.type

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    Attributes
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    Params
  294. def setMojo(mojo: File): H2OGAMMOJOModel.this.type

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    Definition Classes
    HasMojo
  295. def setMojo(mojo: InputStream, mojoName: String): H2OGAMMOJOModel.this.type

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    Definition Classes
    HasMojo
  296. def setMojo(mojo: InputStream): H2OGAMMOJOModel.this.type

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

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    Definition Classes
    Model
  298. val solver: NullableStringParam

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    Attributes
    protected
  299. val standardize: BooleanParam

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    Attributes
    protected
  300. val standardizeTpGamCols: BooleanParam

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    Attributes
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  301. final val startTime: LongParam

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    Attributes
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    Definition Classes
    H2OMOJOModel
  302. val startval: NullableDoubleArrayParam

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    Attributes
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  303. val stoppingMetric: NullableStringParam

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    Attributes
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  304. val stoppingRounds: IntParam

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    Attributes
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  305. val stoppingTolerance: DoubleParam

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    Attributes
    protected
  306. def stringArrayParam(name: String, doc: String): StringArrayParam

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    protected
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    ParameterConstructorMethods
  307. def stringParam(name: String, doc: String): Param[String]

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    Attributes
    protected
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  308. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  309. val theta: DoubleParam

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    Attributes
    protected
  310. def toString(): String

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    Definition Classes
    H2OMOJOModel → Identifiable → AnyRef → Any
  311. final val trainingMetrics: MapStringDoubleParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  312. final val trainingMetricsObject: NullableMetricsParam

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    Attributes
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    Definition Classes
    H2OMOJOModel
  313. final val trainingParams: MapStringStringParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  314. def transform(dataset: Dataset[_]): DataFrame

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

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

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

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

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    Attributes
    protected
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    PipelineStage
    Annotations
    @DeveloperApi()
  319. val tweedieLinkPower: DoubleParam

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    protected
  320. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
  321. val uid: String

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    Definition Classes
    H2OGAMMOJOModelH2OSupervisedMOJOModelH2OAlgorithmMOJOModel → Identifiable
  322. 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
  323. final val validationMetrics: MapStringDoubleParam

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    Attributes
    protected
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    H2OMOJOModel
  324. final val validationMetricsObject: NullableMetricsParam

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    Attributes
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    H2OMOJOModel
  325. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  326. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  327. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  328. val weightCol: NullableStringParam

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    Attributes
    protected
  329. final val withContributions: BooleanParam

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    Attributes
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    Definition Classes
    H2OAlgorithmMOJOParams
  330. final val withLeafNodeAssignments: BooleanParam

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    Attributes
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    H2OAlgorithmMOJOParams
  331. final val withStageResults: BooleanParam

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    Attributes
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    H2OAlgorithmMOJOParams
  332. def write: MLWriter

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    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from HasGamColsOnMOJO

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 HasDataFrameSerializer

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