Class/Object

ai.h2o.sparkling.ml.algos.classification

H2OGBMClassifier

Related Docs: object H2OGBMClassifier | package classification

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class H2OGBMClassifier extends H2OGBM with H2OClassifier with DistributionForClassificationCheck

Linear Supertypes
DistributionForClassificationCheck, H2OClassifier, H2OGBM, DistributionBasedH2OTrainFramePreparation, H2OGBMParams, HasIgnoredCols, HasCalibrationDataFrame, HasMonotoneConstraints, H2OTreeBasedSupervisedAlgorithm[GBMParameters], H2OSupervisedAlgorithmWithFoldColumn[GBMParameters], H2OSupervisedAlgorithm[GBMParameters], H2OAlgorithm[GBMParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[GBMParameters], 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. H2OGBMClassifier
  2. DistributionForClassificationCheck
  3. H2OClassifier
  4. H2OGBM
  5. DistributionBasedH2OTrainFramePreparation
  6. H2OGBMParams
  7. HasIgnoredCols
  8. HasCalibrationDataFrame
  9. HasMonotoneConstraints
  10. H2OTreeBasedSupervisedAlgorithm
  11. H2OSupervisedAlgorithmWithFoldColumn
  12. H2OSupervisedAlgorithm
  13. H2OAlgorithm
  14. H2OAlgorithmCommonParams
  15. H2OAlgorithmMOJOParams
  16. H2OEstimator
  17. DefaultParamsWritable
  18. MLWritable
  19. H2OTrainFramePreparation
  20. H2OAlgoCommonUtils
  21. EstimatorCommonUtils
  22. RestCommunication
  23. RestEncodingUtils
  24. Logging
  25. H2OCommonParams
  26. H2OBaseMOJOParams
  27. HasDataFrameSerializer
  28. H2OAlgoParamsBase
  29. H2OFrameLifecycle
  30. ParameterConstructorMethods
  31. Estimator
  32. PipelineStage
  33. Logging
  34. Params
  35. Serializable
  36. Serializable
  37. Identifiable
  38. AnyRef
  39. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGBMClassifier()

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  2. new H2OGBMClassifier(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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  6. val aucType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  7. val balanceClasses: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  8. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  9. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  10. val buildTreeOneNode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  11. val calibrateModel: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  12. val categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  13. val checkConstantResponse: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  14. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

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    Definition Classes
    RestCommunication
  15. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  16. final def clear(param: Param[_]): H2OGBMClassifier.this.type

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    Definition Classes
    Params
  17. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  18. val colSampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  19. val colSampleRateChangePerLevel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  20. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  21. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  22. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  24. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  25. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  26. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  27. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  28. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  29. def copy(extra: ParamMap): H2OGBMClassifier.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params
  30. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  31. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmH2OEstimator
  32. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator
  33. val customDistributionFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  34. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  35. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  36. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  37. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication
  38. 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
  39. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  40. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  41. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  42. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  43. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication
  44. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication
  45. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  46. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  47. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  48. def explainParams(): String

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    Definition Classes
    Params
  49. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  50. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  51. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  52. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  53. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  54. def fit(dataset: Dataset[_]): H2OGBMMOJOModel

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  56. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  57. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  58. def floatParam(name: String, doc: String): FloatParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  59. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  60. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  61. val gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  62. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  63. def getAucType(): String

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    Definition Classes
    H2OGBMParams
  64. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGBMParams
  65. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils
  66. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OGBMParams
  67. def getCalibrateModel(): Boolean

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    Definition Classes
    H2OGBMParams
  68. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame
  69. def getCategoricalEncoding(): String

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    Definition Classes
    H2OGBMParams
  70. def getCheckConstantResponse(): Boolean

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    Definition Classes
    H2OGBMParams
  71. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  72. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGBMParams
  73. def getColSampleRate(): Double

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    Definition Classes
    H2OGBMParams
  74. def getColSampleRateChangePerLevel(): Double

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    Definition Classes
    H2OGBMParams
  75. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OGBMParams
  76. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams
  77. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  78. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  79. def getCustomDistributionFunc(): String

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    Definition Classes
    H2OGBMParams
  80. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGBMParams
  81. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer
  82. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  83. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams
  84. def getDistribution(): String

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    Definition Classes
    H2OGBMParams
  85. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGBMParams
  86. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  87. def getFoldAssignment(): String

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    Definition Classes
    H2OGBMParams
  88. def getFoldCol(): String

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    Definition Classes
    H2OGBMParams
  89. def getGainsliftBins(): Int

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    Definition Classes
    H2OGBMParams
  90. def getHistogramType(): String

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    Definition Classes
    H2OGBMParams
  91. def getHuberAlpha(): Double

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    Definition Classes
    H2OGBMParams
  92. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGBMParams
  93. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols
  94. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams
  95. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGBMParams
  96. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGBMParams
  97. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGBMParams
  98. def getLabelCol(): String

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    Definition Classes
    H2OGBMParams
  99. def getLearnRate(): Double

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    Definition Classes
    H2OGBMParams
  100. def getLearnRateAnnealing(): Double

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    Definition Classes
    H2OGBMParams
  101. def getMaxAbsLeafnodePred(): Double

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    Definition Classes
    H2OGBMParams
  102. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGBMParams
  103. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGBMParams
  104. def getMaxDepth(): Int

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    Definition Classes
    H2OGBMParams
  105. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGBMParams
  106. def getMinRows(): Double

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    Definition Classes
    H2OGBMParams
  107. def getMinSplitImprovement(): Double

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    Definition Classes
    H2OGBMParams
  108. def getModelId(): String

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    Definition Classes
    H2OGBMParams
  109. def getMonotoneConstraints(): Map[String, Double]

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    Definition Classes
    HasMonotoneConstraints
  110. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  111. def getNbins(): Int

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    Definition Classes
    H2OGBMParams
  112. def getNbinsCats(): Int

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    Definition Classes
    H2OGBMParams
  113. def getNbinsTopLevel(): Int

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    Definition Classes
    H2OGBMParams
  114. def getNfolds(): Int

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    Definition Classes
    H2OGBMParams
  115. def getNtrees(): Int

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    Definition Classes
    H2OGBMParams
  116. def getOffsetCol(): String

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    Definition Classes
    H2OGBMParams
  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 getPredNoiseBandwidth(): Double

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    Definition Classes
    H2OGBMParams
  120. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams
  121. def getQuantileAlpha(): Double

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    Definition Classes
    H2OGBMParams
  122. def getSampleRate(): Double

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    Definition Classes
    H2OGBMParams
  123. def getSampleRatePerClass(): Array[Double]

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    Definition Classes
    H2OGBMParams
  124. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGBMParams
  125. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OGBMParams
  126. def getSeed(): Long

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    Definition Classes
    H2OGBMParams
  127. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams
  128. def getStoppingMetric(): String

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    Definition Classes
    H2OGBMParams
  129. def getStoppingRounds(): Int

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    Definition Classes
    H2OGBMParams
  130. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGBMParams
  131. def getTweediePower(): Double

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    Definition Classes
    H2OGBMParams
  132. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams
  133. def getWeightCol(): String

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    Definition Classes
    H2OGBMParams
  134. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  135. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  136. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  137. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  138. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  139. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  140. val histogramType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  141. val huberAlpha: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  142. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  143. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  144. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  145. 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
  146. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication
  147. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  148. def intParam(name: String, doc: String): IntParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  149. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  150. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  151. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  152. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  153. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  154. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  155. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  156. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  157. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  158. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  159. val learnRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  160. val learnRateAnnealing: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  161. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  162. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  163. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  164. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  165. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  166. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  167. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  168. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  169. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  170. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  171. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  172. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  173. def longParam(name: String, doc: String): LongParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  174. val maxAbsLeafnodePred: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  175. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  176. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  177. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  178. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  179. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  180. val minSplitImprovement: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  181. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  182. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  183. val nbins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  184. val nbinsCats: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  185. val nbinsTopLevel: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  186. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  187. val nfolds: IntParam

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    Attributes
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    H2OGBMParams
  188. final def notify(): Unit

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    Definition Classes
    AnyRef
  189. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  190. val ntrees: IntParam

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    H2OGBMParams
  191. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    ParameterConstructorMethods
  192. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    ParameterConstructorMethods
  193. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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    Attributes
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    ParameterConstructorMethods
  194. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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    ParameterConstructorMethods
  195. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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    Attributes
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    ParameterConstructorMethods
  196. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    Attributes
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    ParameterConstructorMethods
  197. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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    Attributes
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    ParameterConstructorMethods
  198. def nullableStringParam(name: String, doc: String): NullableStringParam

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    Attributes
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    ParameterConstructorMethods
  199. val offsetCol: NullableStringParam

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    Attributes
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    H2OGBMParams
  200. def param[T](name: String, doc: String): Param[T]

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    Attributes
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    ParameterConstructorMethods
  201. def paramTag: ClassTag[GBMParameters]

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    protected
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    H2OGBMParams
  202. var parameters: GBMParameters

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    Attributes
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    Definition Classes
    H2OEstimator
  203. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  204. val predNoiseBandwidth: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  205. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  206. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
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    Definition Classes
    DistributionBasedH2OTrainFramePreparationH2OTrainFramePreparation
  207. val quantileAlpha: DoubleParam

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    Attributes
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    H2OGBMParams
  208. 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
  209. 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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  210. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication
  211. val sampleRate: DoubleParam

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    Attributes
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    H2OGBMParams
  212. val sampleRatePerClass: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  213. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils
  214. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  215. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  216. val scoreTreeInterval: IntParam

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    protected
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    H2OGBMParams
  217. val seed: LongParam

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    H2OGBMParams
  218. final def set(paramPair: ParamPair[_]): H2OGBMClassifier.this.type

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    Params
  219. final def set(param: String, value: Any): H2OGBMClassifier.this.type

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    Attributes
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    Params
  220. final def set[T](param: Param[T], value: T): H2OGBMClassifier.this.type

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    Definition Classes
    Params
  221. def setAucType(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  222. def setBalanceClasses(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  223. def setBuildTreeOneNode(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  224. def setCalibrateModel(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  225. def setCalibrationDataFrame(value: DataFrame): H2OGBMClassifier.this.type

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    Definition Classes
    HasCalibrationDataFrame
  226. def setCategoricalEncoding(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  227. def setCheckConstantResponse(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  228. def setClassSamplingFactors(value: Array[Float]): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  229. def setColSampleRate(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  230. def setColSampleRateChangePerLevel(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  231. def setColSampleRatePerTree(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  232. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  233. def setColumnsToCategorical(columns: Array[String]): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  234. def setColumnsToCategorical(first: String, others: String*): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  235. def setConvertInvalidNumbersToNa(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  236. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  237. def setCustomDistributionFunc(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  238. def setCustomMetricFunc(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  239. def setDataFrameSerializer(fullClassName: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OBaseMOJOParams
  240. final def setDefault(paramPairs: ParamPair[_]*): H2OGBMClassifier.this.type

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    Params
  241. final def setDefault[T](param: Param[T], value: T): H2OGBMClassifier.this.type

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    Attributes
    protected
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    Params
  242. def setDetailedPredictionCol(columnName: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  243. def setDistribution(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  244. def setExportCheckpointsDir(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  245. def setFeaturesCol(first: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  246. def setFeaturesCols(columnNames: ArrayList[String]): H2OGBMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  247. def setFeaturesCols(columnNames: Array[String]): H2OGBMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  248. def setFeaturesCols(first: String, others: String*): H2OGBMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  249. def setFoldAssignment(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  250. def setFoldCol(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  251. def setGainsliftBins(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  252. def setHistogramType(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  253. def setHuberAlpha(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  254. def setIgnoreConstCols(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  255. def setIgnoredCols(value: Array[String]): H2OGBMClassifier.this.type

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    Definition Classes
    HasIgnoredCols
  256. def setKeepBinaryModels(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  257. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  258. def setKeepCrossValidationModels(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  259. def setKeepCrossValidationPredictions(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  260. def setLabelCol(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  261. def setLearnRate(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  262. def setLearnRateAnnealing(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  263. def setMaxAbsLeafnodePred(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  264. def setMaxAfterBalanceSize(value: Float): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  265. def setMaxConfusionMatrixSize(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  266. def setMaxDepth(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  267. def setMaxRuntimeSecs(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  268. def setMinRows(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  269. def setMinSplitImprovement(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  270. def setModelId(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  271. def setMonotoneConstraints(value: Map[String, Double]): H2OGBMClassifier.this.type

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    Definition Classes
    HasMonotoneConstraints
  272. def setNamedMojoOutputColumns(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  273. def setNbins(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  274. def setNbinsCats(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  275. def setNbinsTopLevel(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  276. def setNfolds(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  277. def setNtrees(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  278. def setOffsetCol(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  279. def setPredNoiseBandwidth(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  280. def setPredictionCol(columnName: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  281. def setQuantileAlpha(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  282. def setSampleRate(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  283. def setSampleRatePerClass(value: Array[Double]): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  284. def setScoreEachIteration(value: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  285. def setScoreTreeInterval(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  286. def setSeed(value: Long): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  287. def setSplitRatio(ratio: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  288. def setStoppingMetric(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  289. def setStoppingRounds(value: Int): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  290. def setStoppingTolerance(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  291. def setTweediePower(value: Double): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  292. def setValidationDataFrame(dataFrame: DataFrame): H2OGBMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  293. def setWeightCol(value: String): H2OGBMClassifier.this.type

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    Definition Classes
    H2OGBMParams
  294. def setWithContributions(enabled: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  295. def setWithDetailedPredictionCol(enabled: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  296. def setWithLeafNodeAssignments(enabled: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  297. def setWithStageResults(enabled: Boolean): H2OGBMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  298. final val splitRatio: DoubleParam

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    Attributes
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    Definition Classes
    H2OCommonParams
  299. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  300. val stoppingRounds: IntParam

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    H2OGBMParams
  301. val stoppingTolerance: DoubleParam

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    H2OGBMParams
  302. def stringArrayParam(name: String, doc: String): StringArrayParam

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

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    protected
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    ParameterConstructorMethods
  304. def stringify(value: Any): String

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    Attributes
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    RestEncodingUtils
  305. def stringifyArray(arr: Array[_]): String

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

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

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

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    Attributes
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    RestEncodingUtils
  309. def stringifyPrimitiveParam(value: Any): String

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

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    Definition Classes
    AnyRef
  311. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  312. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  313. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

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    Attributes
    protected
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    EstimatorCommonUtils
  314. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumnH2OSupervisedAlgorithmH2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  315. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
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    PipelineStage
    Annotations
    @DeveloperApi()
  316. val tweediePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  317. val uid: String

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    Definition Classes
    H2OGBMClassifierH2OGBM → Identifiable
  318. 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
  319. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    protected
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    H2OCommonParams
  320. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  321. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  322. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  323. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGBMParams
  324. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  325. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  326. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  327. final val withStageResults: BooleanParam

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    Attributes
    protected
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    H2OAlgorithmMOJOParams
  328. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OClassifier

Inherited from H2OGBM

Inherited from H2OGBMParams

Inherited from HasIgnoredCols

Inherited from HasCalibrationDataFrame

Inherited from HasMonotoneConstraints

Inherited from H2OTreeBasedSupervisedAlgorithm[GBMParameters]

Inherited from H2OSupervisedAlgorithmWithFoldColumn[GBMParameters]

Inherited from H2OSupervisedAlgorithm[GBMParameters]

Inherited from H2OAlgorithm[GBMParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[GBMParameters]

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