Class/Object

ai.h2o.sparkling.ml.algos.classification

H2OGAMClassifier

Related Docs: object H2OGAMClassifier | package classification

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class H2OGAMClassifier extends H2OGAM with H2OClassifier with FamilyForClassificationCheck

Linear Supertypes
FamilyForClassificationCheck, H2OClassifier, H2OGAM, FamilyBasedH2OTrainFramePreparation, H2OGAMParams, HasGamCols, HasBetaConstraints, HasIgnoredCols, H2OSupervisedAlgorithm[GAMParameters], H2OAlgorithm[GAMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGAMClassifier
  2. FamilyForClassificationCheck
  3. H2OClassifier
  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. H2OFrameLifecycle
  22. ParameterConstructorMethods
  23. H2OBaseMOJOParams
  24. Logging
  25. Estimator
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGAMClassifier()

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  2. new H2OGAMClassifier(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[_]): H2OGAMClassifier.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): H2OGAMClassifier.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: NullableStringArrayArrayParam

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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[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 getScaleTpPenaltyMat(): Boolean

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    Definition Classes
    H2OGAMParams

  118. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGAMParams

  119. def getSeed(): Long

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    Definition Classes
    H2OGAMParams

  120. def getSolver(): String

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    Definition Classes
    H2OGAMParams

  121. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  122. def getStandardize(): Boolean

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    Definition Classes
    H2OGAMParams

  123. def getStandardizeTpGamCols(): Boolean

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    Definition Classes
    H2OGAMParams

  124. def getStartval(): Array[Double]

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    Definition Classes
    H2OGAMParams

  125. def getStoppingMetric(): String

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    Definition Classes
    H2OGAMParams

  126. def getStoppingRounds(): Int

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    Definition Classes
    H2OGAMParams

  127. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGAMParams

  128. def getTheta(): Double

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    Definition Classes
    H2OGAMParams

  129. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGAMParams

  130. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGAMParams

  131. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  132. def getWeightCol(): String

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    Definition Classes
    H2OGAMParams

  133. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  134. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  135. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  136. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  138. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  139. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  140. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  142. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  143. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  147. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  148. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  150. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  151. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  153. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  154. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  155. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  156. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  157. val keepGamCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  158. val knotIds: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  159. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  160. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  161. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  162. val link: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  163. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  170. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  176. val maxActivePredictors: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  177. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  178. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  179. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  180. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  181. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  182. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  183. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  185. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  186. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  187. val nonNegative: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  188. final def notify(): Unit

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    Definition Classes
    AnyRef

  189. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  198. val numKnots: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  199. val objReg: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  200. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  201. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  203. def paramTag: ClassTag[GAMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  204. var parameters: GAMParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  206. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  207. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  208. val prior: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  209. 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

  210. 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

  211. val removeCollinearCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  212. 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

  213. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  214. def save(path: String): Unit

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

  215. val scale: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  216. val scaleTpPenaltyMat: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  217. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  218. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  219. final def set(paramPair: ParamPair[_]): H2OGAMClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  220. final def set(param: String, value: Any): H2OGAMClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  221. final def set[T](param: Param[T], value: T): H2OGAMClassifier.this.type

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    Definition Classes
    Params

  222. def setAlphaValue(value: Array[Double]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  223. def setAucType(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  224. def setBalanceClasses(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  225. def setBetaConstraints(value: DataFrame): H2OGAMClassifier.this.type

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    Definition Classes
    HasBetaConstraints

  226. def setBetaEpsilon(value: Double): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  227. def setBs(value: Array[Int]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  228. def setClassSamplingFactors(value: Array[Float]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  229. def setColdStart(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  230. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  231. def setColumnsToCategorical(columns: Array[String]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  232. def setColumnsToCategorical(first: String, others: String*): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  233. def setComputePValues(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  234. def setConvertInvalidNumbersToNa(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  235. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  236. def setCustomMetricFunc(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  237. final def setDefault(paramPairs: ParamPair[_]*): H2OGAMClassifier.this.type

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    Attributes
    protected
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    Params

  238. final def setDefault[T](param: Param[T], value: T): H2OGAMClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  239. def setDetailedPredictionCol(columnName: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  240. def setEarlyStopping(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  241. def setExportCheckpointsDir(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  242. def setFamily(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  243. def setFeaturesCol(first: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  244. def setFeaturesCols(columnNames: ArrayList[String]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  245. def setFeaturesCols(columnNames: Array[String]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  246. def setFeaturesCols(first: String, others: String*): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  247. def setFoldAssignment(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  248. def setFoldCol(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  249. def setGamCols(value: Array[String]): H2OGAMClassifier.this.type

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    Definition Classes
    HasGamCols

  250. def setGamCols(value: Array[Array[String]]): H2OGAMClassifier.this.type

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    Definition Classes
    HasGamCols

  251. def setGradientEpsilon(value: Double): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  252. def setIgnoreConstCols(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  253. def setIgnoredCols(value: Array[String]): H2OGAMClassifier.this.type

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    Definition Classes
    HasIgnoredCols

  254. def setInteractions(value: Array[String]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  255. def setIntercept(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  256. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  257. def setKeepCrossValidationModels(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  258. def setKeepCrossValidationPredictions(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  259. def setKeepGamCols(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  260. def setKnotIds(value: Array[String]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  261. def setLabelCol(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  262. def setLambdaSearch(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  263. def setLambdaValue(value: Array[Double]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  264. def setLink(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  265. def setMaxActivePredictors(value: Int): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  266. def setMaxAfterBalanceSize(value: Float): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  267. def setMaxConfusionMatrixSize(value: Int): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  268. def setMaxIterations(value: Int): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  269. def setMaxRuntimeSecs(value: Double): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  270. def setMissingValuesHandling(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  271. def setModelId(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  272. def setNamedMojoOutputColumns(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  273. def setNfolds(value: Int): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  274. def setNlambdas(value: Int): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  275. def setNonNegative(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  276. def setNumKnots(value: Array[Int]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  277. def setObjReg(value: Double): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  278. def setObjectiveEpsilon(value: Double): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  279. def setOffsetCol(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  280. def setPredictionCol(columnName: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  281. def setPrior(value: Double): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  282. def setRemoveCollinearCols(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  283. def setScale(value: Array[Double]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  284. def setScaleTpPenaltyMat(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  285. def setScoreEachIteration(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  286. def setSeed(value: Long): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  287. def setSolver(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  288. def setSplitRatio(ratio: Double): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  289. def setStandardize(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  290. def setStandardizeTpGamCols(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  291. def setStartval(value: Array[Double]): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  292. def setStoppingMetric(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  293. def setStoppingRounds(value: Int): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  294. def setStoppingTolerance(value: Double): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  295. def setTheta(value: Double): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  296. def setTweedieLinkPower(value: Double): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  297. def setTweedieVariancePower(value: Double): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  298. def setValidationDataFrame(dataFrame: DataFrame): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  299. def setWeightCol(value: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OGAMParams

  300. def setWithContributions(enabled: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  301. def setWithDetailedPredictionCol(enabled: Boolean): H2OGAMClassifier.this.type

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

  302. def setWithLeafNodeAssignments(enabled: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  303. def setWithStageResults(enabled: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  304. val solver: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  305. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  306. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  307. val standardizeTpGamCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  308. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  309. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  310. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  311. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

  314. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  319. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  321. val theta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  322. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  324. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  326. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  327. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  328. val uid: String

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    Definition Classes
    H2OGAMClassifier → H2OGAM → Identifiable

  329. 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

  330. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  331. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  334. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  335. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  336. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  337. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  338. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  339. 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 FamilyForClassificationCheck

Inherited from H2OClassifier

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 H2OFrameLifecycle

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