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 gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  60. val gamCols: NullableStringArrayArrayParam

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    Attributes
    protected
    Definition Classes
    HasGamCols

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

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    Definition Classes
    Params

  62. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGAMParams

  63. def getAucType(): String

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    Definition Classes
    H2OGAMParams

  64. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGAMParams

  65. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints

  66. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  67. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  68. def getBs(): Array[Int]

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    AnyRef → Any

  70. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGAMParams

  71. def getColdStart(): Boolean

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    Definition Classes
    H2OGAMParams

  72. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  73. def getComputePValues(): Boolean

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    Definition Classes
    H2OGAMParams

  74. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  75. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  76. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGAMParams

  77. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  79. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  80. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGAMParams

  81. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGAMParams

  82. def getFamily(): String

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    Definition Classes
    H2OGAMParams

  83. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  84. def getFoldAssignment(): String

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    Definition Classes
    H2OGAMParams

  85. def getFoldCol(): String

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    Definition Classes
    H2OGAMParams

  86. def getGainsliftBins(): Int

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasGamCols

  88. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  89. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGAMParams

  90. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  91. def getInteractions(): Array[String]

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    Definition Classes
    H2OGAMParams

  92. def getIntercept(): Boolean

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    Definition Classes
    H2OGAMParams

  93. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  94. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGAMParams

  95. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGAMParams

  96. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGAMParams

  97. def getKeepGamCols(): Boolean

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    Definition Classes
    H2OGAMParams

  98. def getKnotIds(): Array[String]

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    Definition Classes
    H2OGAMParams

  99. def getLabelCol(): String

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    Definition Classes
    H2OGAMParams

  100. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGAMParams

  101. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGAMParams

  102. def getLink(): String

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    Definition Classes
    H2OGAMParams

  103. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGAMParams

  104. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGAMParams

  105. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGAMParams

  106. def getMaxIterations(): Int

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    Definition Classes
    H2OGAMParams

  107. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGAMParams

  108. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGAMParams

  109. def getModelId(): String

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    Definition Classes
    H2OGAMParams

  110. def getNfolds(): Int

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    Definition Classes
    H2OGAMParams

  111. def getNlambdas(): Int

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    Definition Classes
    H2OGAMParams

  112. def getNonNegative(): Boolean

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    Definition Classes
    H2OGAMParams

  113. def getNumKnots(): Array[Int]

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    Definition Classes
    H2OGAMParams

  114. def getObjReg(): Double

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    Definition Classes
    H2OGAMParams

  115. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  116. def getOffsetCol(): String

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  119. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  120. def getPrior(): Double

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    Definition Classes
    H2OGAMParams

  121. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGAMParams

  122. def getScale(): Array[Double]

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    Definition Classes
    H2OGAMParams

  123. def getScaleTpPenaltyMat(): Boolean

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    Definition Classes
    H2OGAMParams

  124. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGAMParams

  125. def getSeed(): Long

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    Definition Classes
    H2OGAMParams

  126. def getSolver(): String

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    Definition Classes
    H2OGAMParams

  127. def getSplineOrders(): Array[Int]

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    Definition Classes
    H2OGAMParams

  128. def getSplinesNonNegative(): Array[Boolean]

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    Definition Classes
    H2OGAMParams

  129. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  130. def getStandardize(): Boolean

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    Definition Classes
    H2OGAMParams

  131. def getStandardizeTpGamCols(): Boolean

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    Definition Classes
    H2OGAMParams

  132. def getStartval(): Array[Double]

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    Definition Classes
    H2OGAMParams

  133. def getStoppingMetric(): String

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    Definition Classes
    H2OGAMParams

  134. def getStoppingRounds(): Int

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    Definition Classes
    H2OGAMParams

  135. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGAMParams

  136. def getStoreKnotLocations(): Boolean

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    Definition Classes
    H2OGAMParams

  137. def getTheta(): Double

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    Definition Classes
    H2OGAMParams

  138. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGAMParams

  139. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGAMParams

  140. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  141. def getWeightCol(): String

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    Definition Classes
    H2OGAMParams

  142. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  143. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  144. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  145. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  147. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  148. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  149. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  151. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  152. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  156. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  157. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  159. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  160. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  162. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  163. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  164. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  165. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  166. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  167. val keepGamCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  168. val knotIds: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  169. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  170. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  171. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  172. val link: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  173. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  180. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  186. val maxActivePredictors: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  187. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  188. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  189. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  190. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  191. val missingValuesHandling: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  192. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    AnyRef

  194. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  195. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  196. val nonNegative: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  197. final def notify(): Unit

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    Definition Classes
    AnyRef

  198. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  208. val numKnots: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  209. val objReg: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  210. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  211. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
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    ParameterConstructorMethods

  213. def paramTag: ClassTag[GAMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  214. var parameters: GAMParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  216. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  217. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  218. val prior: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  219. 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

  220. 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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    protected
    Definition Classes
    RestCommunication

  221. val removeCollinearCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  222. 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

  223. def sanitize(colName: String): String

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  224. def save(path: String): Unit

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

  225. val scale: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  226. val scaleTpPenaltyMat: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  227. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  228. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
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    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasBetaConstraints

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

    Permalink
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

  260. def setGainsliftBins(value: Int): H2OGAMClassifier.this.type

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    HasGamCols

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

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    Definition Classes
    HasGamCols

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

    Permalink
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasIgnoredCols

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

    Permalink
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

  300. def setSplineOrders(value: Array[Int]): H2OGAMClassifier.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  301. def setSplinesNonNegative(value: Array[Boolean]): H2OGAMClassifier.this.type

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

  309. def setStoreKnotLocations(value: Boolean): H2OGAMClassifier.this.type

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  318. val solver: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  319. val splineOrders: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  320. val splinesNonNegative: NullableBooleanArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  321. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  322. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  323. val standardizeTpGamCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  324. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  325. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  326. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  327. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  328. val storeKnotLocations: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    protected
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    ParameterConstructorMethods

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

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    protected
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    ParameterConstructorMethods

  331. def stringify(value: Any): String

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    Attributes
    protected
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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  336. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  338. val theta: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  339. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  342. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  344. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  345. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  346. val uid: String

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    Definition Classes
    H2OGAMClassifier → H2OGAM → Identifiable

  347. 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

  348. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  349. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  352. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  353. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  354. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  355. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  356. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

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