Class/Object

ai.h2o.sparkling.ml.algos.regression

H2OGAMRegressor

Related Docs: object H2OGAMRegressor | package regression

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class H2OGAMRegressor extends H2OGAM with H2ORegressor with FamilyForRegressionCheck

Linear Supertypes
FamilyForRegressionCheck, H2ORegressor, H2OGAM, FamilyBasedH2OTrainFramePreparation, H2OGAMParams, HasGamCols, HasBetaConstraints, HasIgnoredCols, H2OSupervisedAlgorithmWithFoldColumn[GAMParameters], H2OSupervisedAlgorithm[GAMParameters], H2OAlgorithm[GAMParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[GAMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGAMRegressor
  2. FamilyForRegressionCheck
  3. H2ORegressor
  4. H2OGAM
  5. FamilyBasedH2OTrainFramePreparation
  6. H2OGAMParams
  7. HasGamCols
  8. HasBetaConstraints
  9. HasIgnoredCols
  10. H2OSupervisedAlgorithmWithFoldColumn
  11. H2OSupervisedAlgorithm
  12. H2OAlgorithm
  13. H2OAlgorithmCommonParams
  14. H2OAlgorithmMOJOParams
  15. H2OEstimator
  16. DefaultParamsWritable
  17. MLWritable
  18. H2OTrainFramePreparation
  19. H2OAlgoCommonUtils
  20. EstimatorCommonUtils
  21. RestCommunication
  22. RestEncodingUtils
  23. Logging
  24. H2OCommonParams
  25. H2OBaseMOJOParams
  26. HasDataFrameSerializer
  27. H2OAlgoParamsBase
  28. H2OFrameLifecycle
  29. ParameterConstructorMethods
  30. Estimator
  31. PipelineStage
  32. Logging
  33. Params
  34. Serializable
  35. Serializable
  36. Identifiable
  37. AnyRef
  38. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGAMRegressor()

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  2. new H2OGAMRegressor(uid: String)

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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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
    Definition Classes
    H2OGAMParams

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. val aucType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  8. val balanceClasses: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  9. val betaEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  10. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  11. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  12. val bs: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  13. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

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    Definition Classes
    RestCommunication

  14. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  15. final def clear(param: Param[_]): H2OGAMRegressor.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
    Definition Classes
    H2OGAMParams

  18. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  19. val computePValues: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  20. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  22. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  23. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  25. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  26. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  27. def copy(extra: ParamMap): H2OGAMRegressor.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

  28. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  29. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  30. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  31. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  32. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

  33. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  34. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  35. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  36. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  37. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  38. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  39. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  40. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  41. val earlyStopping: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  42. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  43. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  44. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  45. def explainParams(): String

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    Definition Classes
    Params

  46. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  47. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  48. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  49. val family: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  50. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  51. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  52. def fit(dataset: Dataset[_]): H2OGAMMOJOModel

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    Definition Classes
    H2OGAM → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

  53. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  54. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  55. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

  56. def floatParam(name: String, doc: String): FloatParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  57. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  58. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  59. val gamCols: NullableStringArrayArrayParam

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    Attributes
    protected
    Definition Classes
    HasGamCols

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

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    Definition Classes
    Params

  61. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGAMParams

  62. def getAucType(): String

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    Definition Classes
    H2OGAMParams

  63. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGAMParams

  64. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints

  65. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  66. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  67. def getBs(): Array[Int]

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    AnyRef → Any

  69. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGAMParams

  70. def getColdStart(): Boolean

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    Definition Classes
    H2OGAMParams

  71. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  72. def getComputePValues(): Boolean

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    Definition Classes
    H2OGAMParams

  73. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  74. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  75. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGAMParams

  76. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  78. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  79. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGAMParams

  80. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGAMParams

  81. def getFamily(): String

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    Definition Classes
    H2OGAMParams

  82. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  83. def getFoldAssignment(): String

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    Definition Classes
    H2OGAMParams

  84. def getFoldCol(): String

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasGamCols

  86. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  87. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGAMParams

  88. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  89. def getInteractions(): Array[String]

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    Definition Classes
    H2OGAMParams

  90. def getIntercept(): Boolean

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    Definition Classes
    H2OGAMParams

  91. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  92. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGAMParams

  93. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGAMParams

  94. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGAMParams

  95. def getKeepGamCols(): Boolean

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    Definition Classes
    H2OGAMParams

  96. def getKnotIds(): Array[String]

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    Definition Classes
    H2OGAMParams

  97. def getLabelCol(): String

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    Definition Classes
    H2OGAMParams

  98. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGAMParams

  99. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGAMParams

  100. def getLink(): String

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    Definition Classes
    H2OGAMParams

  101. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGAMParams

  102. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGAMParams

  103. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGAMParams

  104. def getMaxIterations(): Int

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    Definition Classes
    H2OGAMParams

  105. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGAMParams

  106. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGAMParams

  107. def getModelId(): String

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    Definition Classes
    H2OGAMParams

  108. def getNfolds(): Int

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    Definition Classes
    H2OGAMParams

  109. def getNlambdas(): Int

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    Definition Classes
    H2OGAMParams

  110. def getNonNegative(): Boolean

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    Definition Classes
    H2OGAMParams

  111. def getNumKnots(): Array[Int]

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    Definition Classes
    H2OGAMParams

  112. def getObjReg(): Double

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    Definition Classes
    H2OGAMParams

  113. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  114. def getOffsetCol(): String

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  117. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  118. def getPrior(): Double

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    Definition Classes
    H2OGAMParams

  119. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGAMParams

  120. def getScale(): Array[Double]

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    Definition Classes
    H2OGAMParams

  121. def getScaleTpPenaltyMat(): Boolean

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    Definition Classes
    H2OGAMParams

  122. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGAMParams

  123. def getSeed(): Long

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    Definition Classes
    H2OGAMParams

  124. def getSolver(): String

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    Definition Classes
    H2OGAMParams

  125. def getSplineOrders(): Array[Int]

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    Definition Classes
    H2OGAMParams

  126. def getSplinesNonNegative(): Array[Boolean]

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    Definition Classes
    H2OGAMParams

  127. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  128. def getStandardize(): Boolean

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    Definition Classes
    H2OGAMParams

  129. def getStandardizeTpGamCols(): Boolean

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    Definition Classes
    H2OGAMParams

  130. def getStartval(): Array[Double]

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    Definition Classes
    H2OGAMParams

  131. def getStoppingMetric(): String

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    Definition Classes
    H2OGAMParams

  132. def getStoppingRounds(): Int

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    Definition Classes
    H2OGAMParams

  133. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGAMParams

  134. def getTheta(): Double

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    Definition Classes
    H2OGAMParams

  135. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGAMParams

  136. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGAMParams

  137. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  138. def getWeightCol(): String

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    Definition Classes
    H2OGAMParams

  139. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  140. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  141. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  142. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  144. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  145. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  146. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  148. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  149. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  150. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication

  151. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  153. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  154. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  156. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  157. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  159. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  160. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  161. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  162. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  163. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  164. val keepGamCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  165. val knotIds: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  166. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  167. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  168. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  169. val link: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  170. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  171. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  172. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  173. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  174. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  175. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  176. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  177. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  178. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  179. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  180. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  181. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  182. def longParam(name: String, doc: String): LongParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  183. val maxActivePredictors: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  184. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  185. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  186. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  187. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  188. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  189. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  190. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  191. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  192. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  193. val nonNegative: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  194. final def notify(): Unit

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    Definition Classes
    AnyRef

  195. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  196. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  205. val numKnots: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  206. val objReg: DoubleParam

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    Attributes
    protected
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    H2OGAMParams

  207. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  208. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  210. def paramTag: ClassTag[GAMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  211. var parameters: GAMParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  213. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  214. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  215. val prior: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  216. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  217. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

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    RestCommunication

  218. val removeCollinearCols: BooleanParam

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    Attributes
    protected
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    H2OGAMParams

  219. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  220. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  221. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  222. val scale: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  223. val scaleTpPenaltyMat: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  224. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  225. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  226. final def set(paramPair: ParamPair[_]): H2OGAMRegressor.this.type

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    Attributes
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    Params

  227. final def set(param: String, value: Any): H2OGAMRegressor.this.type

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    Attributes
    protected
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    Params

  228. final def set[T](param: Param[T], value: T): H2OGAMRegressor.this.type

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    Definition Classes
    Params

  229. def setAlphaValue(value: Array[Double]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  230. def setAucType(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  231. def setBalanceClasses(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  232. def setBetaConstraints(value: DataFrame): H2OGAMRegressor.this.type

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    Definition Classes
    HasBetaConstraints

  233. def setBetaEpsilon(value: Double): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  234. def setBs(value: Array[Int]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  235. def setClassSamplingFactors(value: Array[Float]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  236. def setColdStart(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  237. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  238. def setColumnsToCategorical(columns: Array[String]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  239. def setColumnsToCategorical(first: String, others: String*): H2OGAMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  240. def setComputePValues(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  241. def setConvertInvalidNumbersToNa(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  242. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  243. def setCustomMetricFunc(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  244. def setDataFrameSerializer(fullClassName: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OBaseMOJOParams

  245. final def setDefault(paramPairs: ParamPair[_]*): H2OGAMRegressor.this.type

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    Attributes
    protected
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    Params

  246. final def setDefault[T](param: Param[T], value: T): H2OGAMRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  247. def setDetailedPredictionCol(columnName: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  248. def setEarlyStopping(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  249. def setExportCheckpointsDir(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  250. def setFamily(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  251. def setFeaturesCol(first: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  252. def setFeaturesCols(columnNames: ArrayList[String]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  253. def setFeaturesCols(columnNames: Array[String]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  254. def setFeaturesCols(first: String, others: String*): H2OGAMRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  255. def setFoldAssignment(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  256. def setFoldCol(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  257. def setGamCols(value: Array[String]): H2OGAMRegressor.this.type

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    Definition Classes
    HasGamCols

  258. def setGamCols(value: Array[Array[String]]): H2OGAMRegressor.this.type

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    Definition Classes
    HasGamCols

  259. def setGradientEpsilon(value: Double): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  260. def setIgnoreConstCols(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  261. def setIgnoredCols(value: Array[String]): H2OGAMRegressor.this.type

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    Definition Classes
    HasIgnoredCols

  262. def setInteractions(value: Array[String]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  263. def setIntercept(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  264. def setKeepBinaryModels(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  265. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  266. def setKeepCrossValidationModels(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  267. def setKeepCrossValidationPredictions(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  268. def setKeepGamCols(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  269. def setKnotIds(value: Array[String]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  270. def setLabelCol(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  271. def setLambdaSearch(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  272. def setLambdaValue(value: Array[Double]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  273. def setLink(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  274. def setMaxActivePredictors(value: Int): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  275. def setMaxAfterBalanceSize(value: Float): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  276. def setMaxConfusionMatrixSize(value: Int): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  277. def setMaxIterations(value: Int): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  278. def setMaxRuntimeSecs(value: Double): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  279. def setMissingValuesHandling(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  280. def setModelId(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  281. def setNfolds(value: Int): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  282. def setNlambdas(value: Int): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  283. def setNonNegative(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  284. def setNumKnots(value: Array[Int]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  285. def setObjReg(value: Double): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  286. def setObjectiveEpsilon(value: Double): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  287. def setOffsetCol(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  288. def setPredictionCol(columnName: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  289. def setPrior(value: Double): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  290. def setRemoveCollinearCols(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  291. def setScale(value: Array[Double]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  292. def setScaleTpPenaltyMat(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  293. def setScoreEachIteration(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  294. def setSeed(value: Long): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  295. def setSolver(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  296. def setSplineOrders(value: Array[Int]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  297. def setSplinesNonNegative(value: Array[Boolean]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  298. def setSplitRatio(ratio: Double): H2OGAMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  299. def setStandardize(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  300. def setStandardizeTpGamCols(value: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  301. def setStartval(value: Array[Double]): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  302. def setStoppingMetric(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  303. def setStoppingRounds(value: Int): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  304. def setStoppingTolerance(value: Double): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  305. def setTheta(value: Double): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  306. def setTweedieLinkPower(value: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  307. def setTweedieVariancePower(value: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  308. def setValidationDataFrame(dataFrame: DataFrame): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  309. def setWeightCol(value: String): H2OGAMRegressor.this.type

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    Definition Classes
    H2OGAMParams

  310. def setWithContributions(enabled: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  311. def setWithLeafNodeAssignments(enabled: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  312. def setWithStageResults(enabled: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  313. val solver: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  314. val splineOrders: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  315. val splinesNonNegative: NullableBooleanArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  316. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  317. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  318. val standardizeTpGamCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  319. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  320. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  321. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  322. val stoppingTolerance: DoubleParam

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    Attributes
    protected
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    H2OGAMParams

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    protected
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    ParameterConstructorMethods

  325. def stringify(value: Any): String

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    RestEncodingUtils

  326. def stringifyArray(arr: Array[_]): String

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    RestEncodingUtils

  327. def stringifyMap(map: Map[_, _]): String

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    RestEncodingUtils

  328. def stringifyPair(pair: Tuple2[_, _]): String

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    protected
    Definition Classes
    RestEncodingUtils

  329. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

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    Attributes
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    RestEncodingUtils

  330. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  332. val theta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  333. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  334. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  335. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  336. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

  337. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  338. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  339. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  340. val uid: String

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    Definition Classes
    H2OGAMRegressor → H2OGAM → Identifiable

  341. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  342. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  343. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  344. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  345. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  346. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  347. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  348. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  349. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  350. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from FamilyForRegressionCheck

Inherited from H2ORegressor

Inherited from H2OGAM

Inherited from FamilyBasedH2OTrainFramePreparation

Inherited from H2OGAMParams

Inherited from HasGamCols

Inherited from HasBetaConstraints

Inherited from HasIgnoredCols

Inherited from H2OSupervisedAlgorithmWithFoldColumn[GAMParameters]

Inherited from H2OSupervisedAlgorithm[GAMParameters]

Inherited from H2OAlgorithm[GAMParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[GAMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Estimator[H2OMOJOModel]

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