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, H2OSupervisedAlgorithm[GAMParameters], H2OAlgorithm[GAMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, 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. H2OSupervisedAlgorithm
  11. H2OAlgorithm
  12. DefaultParamsWritable
  13. MLWritable
  14. H2OTrainFramePreparation
  15. H2OAlgoCommonUtils
  16. EstimatorCommonUtils
  17. RestCommunication
  18. RestEncodingUtils
  19. H2OCommonParams
  20. H2OAlgoParamsBase
  21. ParameterConstructorMethods
  22. H2OBaseMOJOParams
  23. Logging
  24. Estimator
  25. PipelineStage
  26. Logging
  27. Params
  28. Serializable
  29. Serializable
  30. Identifiable
  31. AnyRef
  32. 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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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
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  29. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  32. 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

  33. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  38. val earlyStopping: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    AnyRef

  40. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  42. def explainParams(): String

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    Definition Classes
    Params

  43. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  44. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  46. val family: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  47. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  48. def finalize(): Unit

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

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

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    Definition Classes
    H2OGAM → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  54. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  55. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  56. val gamCols: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    HasGamCols

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

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    Definition Classes
    Params

  58. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGAMParams

  59. def getAucType(): String

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    Definition Classes
    H2OGAMParams

  60. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGAMParams

  61. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints

  62. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  63. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  64. def getBs(): Array[Int]

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    AnyRef → Any

  66. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGAMParams

  67. def getColdStart(): Boolean

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    Definition Classes
    H2OGAMParams

  68. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  69. def getComputePValues(): Boolean

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    Definition Classes
    H2OGAMParams

  70. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  71. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  72. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  74. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  75. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGAMParams

  76. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGAMParams

  77. def getFamily(): String

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    Definition Classes
    H2OGAMParams

  78. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  79. def getFoldAssignment(): String

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    Definition Classes
    H2OGAMParams

  80. def getFoldCol(): String

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    Definition Classes
    H2OGAMParams

  81. def getGamCols(): Array[String]

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    Definition Classes
    HasGamCols

  82. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  83. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGAMParams

  84. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  85. def getInteractions(): Array[String]

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    Definition Classes
    H2OGAMParams

  86. def getIntercept(): Boolean

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    Definition Classes
    H2OGAMParams

  87. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGAMParams

  88. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGAMParams

  89. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGAMParams

  90. def getKeepGamCols(): Boolean

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    Definition Classes
    H2OGAMParams

  91. def getKnotIds(): Array[String]

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    Definition Classes
    H2OGAMParams

  92. def getLabelCol(): String

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    Definition Classes
    H2OGAMParams

  93. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGAMParams

  94. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGAMParams

  95. def getLink(): String

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    Definition Classes
    H2OGAMParams

  96. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGAMParams

  97. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGAMParams

  98. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGAMParams

  99. def getMaxIterations(): Int

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    Definition Classes
    H2OGAMParams

  100. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGAMParams

  101. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGAMParams

  102. def getModelId(): String

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    Definition Classes
    H2OGAMParams

  103. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  104. def getNfolds(): Int

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    Definition Classes
    H2OGAMParams

  105. def getNlambdas(): Int

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    Definition Classes
    H2OGAMParams

  106. def getNonNegative(): Boolean

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    Definition Classes
    H2OGAMParams

  107. def getNumKnots(): Array[Int]

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    Definition Classes
    H2OGAMParams

  108. def getObjReg(): Double

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    Definition Classes
    H2OGAMParams

  109. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  110. def getOffsetCol(): String

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  113. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  114. def getPrior(): Double

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    Definition Classes
    H2OGAMParams

  115. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGAMParams

  116. def getScale(): Array[Double]

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    Definition Classes
    H2OGAMParams

  117. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGAMParams

  118. def getSeed(): Long

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    Definition Classes
    H2OGAMParams

  119. def getSolver(): String

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    Definition Classes
    H2OGAMParams

  120. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  121. def getStandardize(): Boolean

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    Definition Classes
    H2OGAMParams

  122. def getStartval(): Array[Double]

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    Definition Classes
    H2OGAMParams

  123. def getStoppingMetric(): String

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    Definition Classes
    H2OGAMParams

  124. def getStoppingRounds(): Int

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    Definition Classes
    H2OGAMParams

  125. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGAMParams

  126. def getTheta(): Double

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    Definition Classes
    H2OGAMParams

  127. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGAMParams

  128. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGAMParams

  129. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  130. def getWeightCol(): String

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    Definition Classes
    H2OGAMParams

  131. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  132. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  133. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  134. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  136. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  137. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  138. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  140. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  141. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  145. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  146. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  148. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  149. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  151. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  152. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  153. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  154. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  155. val keepGamCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  156. val knotIds: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  157. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  158. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  159. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  160. val link: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  161. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  168. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  174. val maxActivePredictors: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  175. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  176. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  177. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  178. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  179. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  180. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  181. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  183. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  184. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  185. val nonNegative: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  186. final def notify(): Unit

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    Definition Classes
    AnyRef

  187. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  196. val numKnots: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  197. val objReg: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  198. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  199. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  201. def paramTag: ClassTag[GAMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  202. var parameters: GAMParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  204. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  205. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  206. val prior: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  207. 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

  208. 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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    Attributes
    protected
    Definition Classes
    RestCommunication

  209. val removeCollinearCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  210. 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

  211. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  212. def save(path: String): Unit

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

  213. val scale: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  214. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  215. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasBetaConstraints

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasGamCols

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

  295. def setWithDetailedPredictionCol(enabled: Boolean): H2OGAMRegressor.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  298. val solver: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  299. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  300. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  301. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  302. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  303. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  304. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

  307. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  312. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  314. val theta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  315. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  317. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  319. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  320. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  321. val uid: String

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    Definition Classes
    H2OGAMRegressor → H2OGAM → Identifiable

  322. 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

  323. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  324. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  327. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  328. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  329. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  330. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  331. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  332. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

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 H2OSupervisedAlgorithm[GAMParameters]

Inherited from H2OAlgorithm[GAMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

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