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, H2OSupervisedAlgorithmWithFoldColumn[GAMParameters], H2OSupervisedAlgorithm[GAMParameters], H2OAlgorithm[GAMParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[GAMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGAMClassifier
  2. FamilyForClassificationCheck
  3. H2OClassifier
  4. H2OGAM
  5. FamilyBasedH2OTrainFramePreparation
  6. H2OGAMParams
  7. HasGamCols
  8. HasBetaConstraints
  9. HasIgnoredCols
  10. H2OSupervisedAlgorithmWithFoldColumn
  11. H2OSupervisedAlgorithm
  12. H2OAlgorithm
  13. H2OAlgorithmCommonParams
  14. H2OAlgorithmMOJOParams
  15. H2OEstimator
  16. DefaultParamsWritable
  17. MLWritable
  18. H2OTrainFramePreparation
  19. H2OAlgoCommonUtils
  20. EstimatorCommonUtils
  21. RestCommunication
  22. RestEncodingUtils
  23. Logging
  24. H2OCommonParams
  25. H2OBaseMOJOParams
  26. HasDataFrameSerializer
  27. H2OAlgoParamsBase
  28. H2OFrameLifecycle
  29. ParameterConstructorMethods
  30. Estimator
  31. PipelineStage
  32. Logging
  33. Params
  34. Serializable
  35. Serializable
  36. Identifiable
  37. AnyRef
  38. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new 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
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  29. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  30. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  31. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  32. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

  36. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  41. val earlyStopping: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    AnyRef

  43. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  45. def explainParams(): String

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    Definition Classes
    Params

  46. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  47. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  49. val family: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  50. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  51. def finalize(): Unit

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

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

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    Definition Classes
    H2OGAM → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  57. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  58. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  59. val gamCols: NullableStringArrayArrayParam

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    Attributes
    protected
    Definition Classes
    HasGamCols

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

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    Definition Classes
    Params

  61. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGAMParams

  62. def getAucType(): String

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    Definition Classes
    H2OGAMParams

  63. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGAMParams

  64. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints

  65. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  66. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  67. def getBs(): Array[Int]

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    AnyRef → Any

  69. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGAMParams

  70. def getColdStart(): Boolean

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    Definition Classes
    H2OGAMParams

  71. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  72. def getComputePValues(): Boolean

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    Definition Classes
    H2OGAMParams

  73. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  74. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  75. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGAMParams

  76. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  78. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  79. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGAMParams

  80. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGAMParams

  81. def getFamily(): String

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    Definition Classes
    H2OGAMParams

  82. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  83. def getFoldAssignment(): String

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    Definition Classes
    H2OGAMParams

  84. def getFoldCol(): String

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasGamCols

  86. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  87. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGAMParams

  88. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  89. def getInteractions(): Array[String]

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    Definition Classes
    H2OGAMParams

  90. def getIntercept(): Boolean

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    Definition Classes
    H2OGAMParams

  91. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  92. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGAMParams

  93. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGAMParams

  94. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGAMParams

  95. def getKeepGamCols(): Boolean

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    Definition Classes
    H2OGAMParams

  96. def getKnotIds(): Array[String]

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    Definition Classes
    H2OGAMParams

  97. def getLabelCol(): String

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    Definition Classes
    H2OGAMParams

  98. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGAMParams

  99. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGAMParams

  100. def getLink(): String

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    Definition Classes
    H2OGAMParams

  101. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGAMParams

  102. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGAMParams

  103. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGAMParams

  104. def getMaxIterations(): Int

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    Definition Classes
    H2OGAMParams

  105. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGAMParams

  106. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGAMParams

  107. def getModelId(): String

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    Definition Classes
    H2OGAMParams

  108. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  109. def getNfolds(): Int

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    Definition Classes
    H2OGAMParams

  110. def getNlambdas(): Int

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    Definition Classes
    H2OGAMParams

  111. def getNonNegative(): Boolean

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    Definition Classes
    H2OGAMParams

  112. def getNumKnots(): Array[Int]

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    Definition Classes
    H2OGAMParams

  113. def getObjReg(): Double

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    Definition Classes
    H2OGAMParams

  114. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  115. def getOffsetCol(): String

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  118. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  119. def getPrior(): Double

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    Definition Classes
    H2OGAMParams

  120. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGAMParams

  121. def getScale(): Array[Double]

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    Definition Classes
    H2OGAMParams

  122. def getScaleTpPenaltyMat(): Boolean

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    Definition Classes
    H2OGAMParams

  123. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGAMParams

  124. def getSeed(): Long

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    Definition Classes
    H2OGAMParams

  125. def getSolver(): String

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    Definition Classes
    H2OGAMParams

  126. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  127. def getStandardize(): Boolean

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    Definition Classes
    H2OGAMParams

  128. def getStandardizeTpGamCols(): Boolean

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    Definition Classes
    H2OGAMParams

  129. def getStartval(): Array[Double]

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    Definition Classes
    H2OGAMParams

  130. def getStoppingMetric(): String

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    Definition Classes
    H2OGAMParams

  131. def getStoppingRounds(): Int

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    Definition Classes
    H2OGAMParams

  132. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGAMParams

  133. def getTheta(): Double

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    Definition Classes
    H2OGAMParams

  134. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGAMParams

  135. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGAMParams

  136. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  137. def getWeightCol(): String

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    Definition Classes
    H2OGAMParams

  138. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  139. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  140. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  141. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  143. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  144. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  145. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  147. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  148. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  152. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  153. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  155. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  156. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  158. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  159. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  160. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  161. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  162. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  163. val keepGamCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  164. val knotIds: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  165. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  166. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  167. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  168. val link: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  169. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  176. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  182. val maxActivePredictors: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  183. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  184. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  185. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  186. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  187. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  188. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  189. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

    Permalink
    Definition Classes
    AnyRef

  191. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  192. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  193. val nonNegative: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  194. final def notify(): Unit

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    Definition Classes
    AnyRef

  195. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  204. val numKnots: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  205. val objReg: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  206. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  207. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  209. def paramTag: ClassTag[GAMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  210. var parameters: GAMParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  212. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  213. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  214. val prior: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    RestCommunication

  216. 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

  217. val removeCollinearCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  218. 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

    Permalink
    Definition Classes
    RestCommunication

  219. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  220. def save(path: String): Unit

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

  221. val scale: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  222. val scaleTpPenaltyMat: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  223. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  224. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasBetaConstraints

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

  243. def setDataFrameSerializer(fullClassName: String): H2OGAMClassifier.this.type

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    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasGamCols

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

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    Definition Classes
    HasGamCols

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

  263. def setKeepBinaryModels(value: Boolean): H2OGAMClassifier.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  312. val solver: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  313. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  314. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  315. val standardizeTpGamCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  316. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  317. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  318. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  319. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  322. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  327. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  329. val theta: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  330. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  333. def transformSchema(schema: StructType): StructType

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  335. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  336. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  337. val uid: String

    Permalink
    Definition Classes
    H2OGAMClassifier → H2OGAM → Identifiable

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

    Permalink
    Definition Classes
    RestCommunication

  339. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  340. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  343. val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  344. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  345. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  346. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  347. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  348. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    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 H2OSupervisedAlgorithmWithFoldColumn[GAMParameters]

Inherited from H2OSupervisedAlgorithm[GAMParameters]

Inherited from H2OAlgorithm[GAMParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[GAMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped