Class/Object

ai.h2o.sparkling.ml.algos.classification

H2OGAMClassifier

Related Docs: object H2OGAMClassifier | package classification

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class H2OGAMClassifier extends H2OGAM with H2OClassifier with FamilyForClassificationCheck

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

Instance Constructors

  1. new H2OGAMClassifier()

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  2. new H2OGAMClassifier(uid: String)

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. val alphaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. val aucType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  8. val balanceClasses: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  9. val betaEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  10. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  12. val bs: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    RestCommunication

  14. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  15. final def clear(param: Param[_]): H2OGAMClassifier.this.type

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    Definition Classes
    Params

  16. def clone(): AnyRef

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

  17. val coldStart: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  18. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  19. val computePValues: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  22. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  25. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  27. def copy(extra: ParamMap): H2OGAMClassifier.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  29. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

  33. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  38. val earlyStopping: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    AnyRef

  40. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  42. def explainParams(): String

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    Definition Classes
    Params

  43. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  44. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  46. val family: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  47. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  48. def finalize(): Unit

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

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

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    Definition Classes
    H2OGAM → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  54. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  55. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  56. val gamCols: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    HasGamCols

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

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    Definition Classes
    Params

  58. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGAMParams

  59. def getAucType(): String

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    Definition Classes
    H2OGAMParams

  60. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGAMParams

  61. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints

  62. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  63. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  64. def getBs(): Array[Int]

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    AnyRef → Any

  66. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGAMParams

  67. def getColdStart(): Boolean

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    Definition Classes
    H2OGAMParams

  68. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  69. def getComputePValues(): Boolean

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    Definition Classes
    H2OGAMParams

  70. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  71. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  72. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  74. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  75. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGAMParams

  76. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGAMParams

  77. def getFamily(): String

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    Definition Classes
    H2OGAMParams

  78. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  79. def getFoldAssignment(): String

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    Definition Classes
    H2OGAMParams

  80. def getFoldCol(): String

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    Definition Classes
    H2OGAMParams

  81. def getGamCols(): Array[String]

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    Definition Classes
    HasGamCols

  82. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  83. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGAMParams

  84. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  85. def getInteractions(): Array[String]

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    Definition Classes
    H2OGAMParams

  86. def getIntercept(): Boolean

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    Definition Classes
    H2OGAMParams

  87. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGAMParams

  88. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGAMParams

  89. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGAMParams

  90. def getKeepGamCols(): Boolean

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    Definition Classes
    H2OGAMParams

  91. def getKnotIds(): Array[String]

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    Definition Classes
    H2OGAMParams

  92. def getLabelCol(): String

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    Definition Classes
    H2OGAMParams

  93. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGAMParams

  94. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGAMParams

  95. def getLink(): String

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    Definition Classes
    H2OGAMParams

  96. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGAMParams

  97. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGAMParams

  98. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGAMParams

  99. def getMaxIterations(): Int

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    Definition Classes
    H2OGAMParams

  100. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGAMParams

  101. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGAMParams

  102. def getModelId(): String

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    Definition Classes
    H2OGAMParams

  103. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  104. def getNfolds(): Int

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    Definition Classes
    H2OGAMParams

  105. def getNlambdas(): Int

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    Definition Classes
    H2OGAMParams

  106. def getNonNegative(): Boolean

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    Definition Classes
    H2OGAMParams

  107. def getNumKnots(): Array[Int]

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    Definition Classes
    H2OGAMParams

  108. def getObjReg(): Double

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    Definition Classes
    H2OGAMParams

  109. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGAMParams

  110. def getOffsetCol(): String

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  113. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  114. def getPrior(): Double

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    Definition Classes
    H2OGAMParams

  115. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGAMParams

  116. def getScale(): Array[Double]

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    Definition Classes
    H2OGAMParams

  117. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGAMParams

  118. def getSeed(): Long

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    Definition Classes
    H2OGAMParams

  119. def getSolver(): String

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    Definition Classes
    H2OGAMParams

  120. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  121. def getStandardize(): Boolean

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    Definition Classes
    H2OGAMParams

  122. def getStartval(): Array[Double]

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    Definition Classes
    H2OGAMParams

  123. def getStoppingMetric(): String

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    Definition Classes
    H2OGAMParams

  124. def getStoppingRounds(): Int

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    Definition Classes
    H2OGAMParams

  125. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGAMParams

  126. def getTheta(): Double

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    Definition Classes
    H2OGAMParams

  127. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGAMParams

  128. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGAMParams

  129. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  130. def getWeightCol(): String

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    Definition Classes
    H2OGAMParams

  131. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  132. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  133. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  134. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  136. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  137. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  138. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  139. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  140. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  144. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  145. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    Params

  147. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  148. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  150. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  151. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  152. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  153. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  154. val keepGamCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  155. val knotIds: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  156. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  157. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  158. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  159. val link: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  160. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  167. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  173. val maxActivePredictors: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  174. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  175. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  176. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  177. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  178. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  179. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  180. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  182. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  183. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  184. val nonNegative: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  185. final def notify(): Unit

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    Definition Classes
    AnyRef

  186. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  195. val numKnots: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  196. val objReg: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  197. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  198. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  200. def paramTag: ClassTag[GAMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  201. var parameters: GAMParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  203. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  204. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  205. val prior: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    RestCommunication

  207. 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

  208. val removeCollinearCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    RestCommunication

  210. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  211. def save(path: String): Unit

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

  212. val scale: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  213. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  214. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasBetaConstraints

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasGamCols

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGAMParams

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

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  297. val solver: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  298. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  299. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  300. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  301. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  302. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  303. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

  306. def stringify(value: Any): String

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    Attributes
    protected
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    RestEncodingUtils

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

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    Attributes
    protected
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    RestEncodingUtils

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

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    protected
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    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  311. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  313. val theta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  314. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  316. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  318. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  319. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  320. val uid: String

    Permalink
    Definition Classes
    H2OGAMClassifier → H2OGAM → Identifiable

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

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    Definition Classes
    RestCommunication

  322. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  323. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  326. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGAMParams

  327. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  328. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  329. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  330. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  331. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from FamilyForClassificationCheck

Inherited from H2OClassifier

Inherited from H2OGAM

Inherited from FamilyBasedH2OTrainFramePreparation

Inherited from H2OGAMParams

Inherited from HasGamCols

Inherited from HasBetaConstraints

Inherited from HasIgnoredCols

Inherited from H2OSupervisedAlgorithm[GAMParameters]

Inherited from H2OAlgorithm[GAMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped