Class/Object

ai.h2o.sparkling.ml.algos

H2OXGBoost

Related Docs: object H2OXGBoost | package algos

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class H2OXGBoost extends H2OTreeBasedSupervisedAlgorithm[XGBoostParameters] with H2OXGBoostParams with DistributionBasedH2OTrainFramePreparation

Linear Supertypes
DistributionBasedH2OTrainFramePreparation, H2OXGBoostParams, HasIgnoredCols, HasCalibrationDataFrame, HasMonotoneConstraints, H2OTreeBasedSupervisedAlgorithm[XGBoostParameters], H2OSupervisedAlgorithmWithFoldColumn[XGBoostParameters], H2OSupervisedAlgorithm[XGBoostParameters], H2OAlgorithm[XGBoostParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[XGBoostParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OXGBoostClassifier, H2OXGBoostRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OXGBoost
  2. DistributionBasedH2OTrainFramePreparation
  3. H2OXGBoostParams
  4. HasIgnoredCols
  5. HasCalibrationDataFrame
  6. HasMonotoneConstraints
  7. H2OTreeBasedSupervisedAlgorithm
  8. H2OSupervisedAlgorithmWithFoldColumn
  9. H2OSupervisedAlgorithm
  10. H2OAlgorithm
  11. H2OAlgorithmCommonParams
  12. H2OAlgorithmMOJOParams
  13. H2OEstimator
  14. DefaultParamsWritable
  15. MLWritable
  16. H2OTrainFramePreparation
  17. H2OAlgoCommonUtils
  18. EstimatorCommonUtils
  19. RestCommunication
  20. RestEncodingUtils
  21. Logging
  22. H2OCommonParams
  23. H2OBaseMOJOParams
  24. HasDataFrameSerializer
  25. H2OAlgoParamsBase
  26. H2OFrameLifecycle
  27. ParameterConstructorMethods
  28. Estimator
  29. PipelineStage
  30. Logging
  31. Params
  32. Serializable
  33. Serializable
  34. Identifiable
  35. AnyRef
  36. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OXGBoost()

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  2. new H2OXGBoost(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
    H2OXGBoostParams

  7. val backend: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  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 booster: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  11. val buildTreeOneNode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  12. val calibrateModel: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  13. val calibrationMethod: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  14. val categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    RestCommunication

  16. final def clear(param: Param[_]): H2OXGBoost.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 colSampleByLevel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  19. val colSampleByNode: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  20. val colSampleByTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  21. val colSampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  22. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  23. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  25. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  26. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  28. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  29. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  31. def copy(extra: ParamMap): H2OXGBoost.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  33. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  34. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  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
    H2OXGBoostParams

  41. val dmatrixType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  47. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  48. val eta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  49. val evalMetric: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  51. def explainParams(): String

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    Definition Classes
    Params

  52. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  53. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  55. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  56. def finalize(): Unit

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

  57. def fit(dataset: Dataset[_]): H2OXGBoostMOJOModel

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    Definition Classes
    H2OXGBoost → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  62. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  63. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  64. val gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  65. val gamma: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  67. def getAucType(): String

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    Definition Classes
    H2OXGBoostParams

  68. def getBackend(): String

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    Definition Classes
    H2OXGBoostParams

  69. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  70. def getBooster(): String

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    Definition Classes
    H2OXGBoostParams

  71. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  72. def getCalibrateModel(): Boolean

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    Definition Classes
    H2OXGBoostParams

  73. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  74. def getCalibrationMethod(): String

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    Definition Classes
    H2OXGBoostParams

  75. def getCategoricalEncoding(): String

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef → Any

  77. def getColSampleByLevel(): Double

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    Definition Classes
    H2OXGBoostParams

  78. def getColSampleByNode(): Double

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    Definition Classes
    H2OXGBoostParams

  79. def getColSampleByTree(): Double

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    Definition Classes
    H2OXGBoostParams

  80. def getColSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  81. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OXGBoostParams

  82. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  83. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  84. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  85. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  87. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  88. def getDistribution(): String

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    Definition Classes
    H2OXGBoostParams

  89. def getDmatrixType(): String

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    Definition Classes
    H2OXGBoostParams

  90. def getEta(): Double

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    Definition Classes
    H2OXGBoostParams

  91. def getEvalMetric(): String

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    Definition Classes
    H2OXGBoostParams

  92. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OXGBoostParams

  93. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  94. def getFoldAssignment(): String

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    Definition Classes
    H2OXGBoostParams

  95. def getFoldCol(): String

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    Definition Classes
    H2OXGBoostParams

  96. def getGainsliftBins(): Int

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    Definition Classes
    H2OXGBoostParams

  97. def getGamma(): Float

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    Definition Classes
    H2OXGBoostParams

  98. def getGpuId(): Array[Int]

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    Definition Classes
    H2OXGBoostParams

  99. def getGrowPolicy(): String

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    Definition Classes
    H2OXGBoostParams

  100. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OXGBoostParams

  101. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  102. def getInteractionConstraints(): Array[Array[String]]

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    Definition Classes
    H2OXGBoostParams

  103. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  104. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OXGBoostParams

  105. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OXGBoostParams

  106. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OXGBoostParams

  107. def getLabelCol(): String

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    Definition Classes
    H2OXGBoostParams

  108. def getLearnRate(): Double

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    Definition Classes
    H2OXGBoostParams

  109. def getMaxAbsLeafnodePred(): Float

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    Definition Classes
    H2OXGBoostParams

  110. def getMaxBins(): Int

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    Definition Classes
    H2OXGBoostParams

  111. def getMaxDeltaStep(): Float

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    Definition Classes
    H2OXGBoostParams

  112. def getMaxDepth(): Int

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    Definition Classes
    H2OXGBoostParams

  113. def getMaxLeaves(): Int

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    Definition Classes
    H2OXGBoostParams

  114. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OXGBoostParams

  115. def getMinChildWeight(): Double

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    Definition Classes
    H2OXGBoostParams

  116. def getMinRows(): Double

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    Definition Classes
    H2OXGBoostParams

  117. def getMinSplitImprovement(): Float

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    Definition Classes
    H2OXGBoostParams

  118. def getModelId(): String

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    Definition Classes
    H2OXGBoostParams

  119. def getMonotoneConstraints(): Map[String, Double]

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    Definition Classes
    HasMonotoneConstraints

  120. def getNfolds(): Int

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    Definition Classes
    H2OXGBoostParams

  121. def getNormalizeType(): String

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    Definition Classes
    H2OXGBoostParams

  122. def getNthread(): Int

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    Definition Classes
    H2OXGBoostParams

  123. def getNtrees(): Int

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    Definition Classes
    H2OXGBoostParams

  124. def getOffsetCol(): String

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    Definition Classes
    H2OXGBoostParams

  125. def getOneDrop(): Boolean

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  127. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  129. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  130. def getQuietMode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  131. def getRateDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  132. def getRegAlpha(): Float

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    Definition Classes
    H2OXGBoostParams

  133. def getRegLambda(): Float

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    Definition Classes
    H2OXGBoostParams

  134. def getSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  135. def getSampleType(): String

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    Definition Classes
    H2OXGBoostParams

  136. def getSaveMatrixDirectory(): String

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    Definition Classes
    H2OXGBoostParams

  137. def getScalePosWeight(): Float

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    Definition Classes
    H2OXGBoostParams

  138. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OXGBoostParams

  139. def getScoreEvalMetricOnly(): Boolean

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    Definition Classes
    H2OXGBoostParams

  140. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OXGBoostParams

  141. def getSeed(): Long

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    Definition Classes
    H2OXGBoostParams

  142. def getSkipDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  143. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  144. def getStoppingMetric(): String

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    Definition Classes
    H2OXGBoostParams

  145. def getStoppingRounds(): Int

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    Definition Classes
    H2OXGBoostParams

  146. def getStoppingTolerance(): Double

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    Definition Classes
    H2OXGBoostParams

  147. def getSubsample(): Double

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    Definition Classes
    H2OXGBoostParams

  148. def getTreeMethod(): String

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    Definition Classes
    H2OXGBoostParams

  149. def getTweediePower(): Double

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    Definition Classes
    H2OXGBoostParams

  150. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  151. def getWeightCol(): String

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    Definition Classes
    H2OXGBoostParams

  152. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  153. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  154. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  155. val gpuId: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  156. val growPolicy: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  158. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  159. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  160. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  162. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  163. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  167. val interactionConstraints: NullableStringArrayArrayParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  169. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  170. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  172. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  173. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  174. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  175. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  176. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  177. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  178. val learnRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  179. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  186. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  192. val maxAbsLeafnodePred: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  193. val maxBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  194. val maxDeltaStep: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  195. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  196. val maxLeaves: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  197. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  198. val minChildWeight: DoubleParam

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    Attributes
    protected
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    H2OXGBoostParams

  199. val minRows: DoubleParam

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    Attributes
    protected
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    H2OXGBoostParams

  200. val minSplitImprovement: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  201. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef

  203. val nfolds: IntParam

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    Attributes
    protected
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    H2OXGBoostParams

  204. val normalizeType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  205. final def notify(): Unit

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    Definition Classes
    AnyRef

  206. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  207. val nthread: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  208. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  218. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  219. val oneDrop: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  220. val parallelizeCrossValidation: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  222. def paramTag: ClassTag[XGBoostParameters]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  223. var parameters: XGBoostParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

    Permalink
    Definition Classes
    Params

  225. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  226. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

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

    Permalink
    Definition Classes
    RestCommunication

  228. val quietMode: BooleanParam

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    Attributes
    protected
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    H2OXGBoostParams

  229. val rateDrop: FloatParam

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    Attributes
    protected
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    H2OXGBoostParams

  230. 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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    RestCommunication

  231. val regAlpha: FloatParam

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    Attributes
    protected
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    H2OXGBoostParams

  232. val regLambda: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    RestCommunication

  234. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  235. val sampleType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  236. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  237. def save(path: String): Unit

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

  238. val saveMatrixDirectory: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  239. val scalePosWeight: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  240. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  241. val scoreEvalMetricOnly: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  242. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  243. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  244. final def set(paramPair: ParamPair[_]): H2OXGBoost.this.type

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    Attributes
    protected
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    Params

  245. final def set(param: String, value: Any): H2OXGBoost.this.type

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    Attributes
    protected
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    Params

  246. final def set[T](param: Param[T], value: T): H2OXGBoost.this.type

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    Definition Classes
    Params

  247. def setAucType(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  248. def setBackend(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  249. def setBooster(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  250. def setBuildTreeOneNode(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  251. def setCalibrateModel(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  252. def setCalibrationDataFrame(value: DataFrame): H2OXGBoost.this.type

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    Definition Classes
    HasCalibrationDataFrame

  253. def setCalibrationMethod(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  254. def setCategoricalEncoding(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  255. def setColSampleByLevel(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  256. def setColSampleByNode(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  257. def setColSampleByTree(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  258. def setColSampleRate(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  259. def setColSampleRatePerTree(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  260. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

  261. def setColumnsToCategorical(columns: Array[String]): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

  262. def setColumnsToCategorical(first: String, others: String*): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

  263. def setConvertInvalidNumbersToNa(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

  264. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

  265. def setDataFrameSerializer(fullClassName: String): H2OXGBoost.this.type

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    Definition Classes
    H2OBaseMOJOParams

  266. final def setDefault(paramPairs: ParamPair[_]*): H2OXGBoost.this.type

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    Attributes
    protected
    Definition Classes
    Params

  267. final def setDefault[T](param: Param[T], value: T): H2OXGBoost.this.type

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    Attributes
    protected
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    Params

  268. def setDetailedPredictionCol(columnName: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  269. def setDistribution(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  270. def setDmatrixType(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  271. def setEta(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  272. def setEvalMetric(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  273. def setExportCheckpointsDir(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  274. def setFeaturesCol(first: String): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  275. def setFeaturesCols(columnNames: ArrayList[String]): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  276. def setFeaturesCols(columnNames: Array[String]): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  277. def setFeaturesCols(first: String, others: String*): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  278. def setFoldAssignment(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  279. def setFoldCol(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  280. def setGainsliftBins(value: Int): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  281. def setGamma(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  282. def setGpuId(value: Array[Int]): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  283. def setGrowPolicy(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  284. def setIgnoreConstCols(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  285. def setIgnoredCols(value: Array[String]): H2OXGBoost.this.type

    Permalink
    Definition Classes
    HasIgnoredCols

  286. def setInteractionConstraints(value: Array[Array[String]]): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  287. def setKeepBinaryModels(value: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  288. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  289. def setKeepCrossValidationModels(value: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  290. def setKeepCrossValidationPredictions(value: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  291. def setLabelCol(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  292. def setLearnRate(value: Double): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  293. def setMaxAbsLeafnodePred(value: Float): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  294. def setMaxBins(value: Int): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  295. def setMaxDeltaStep(value: Float): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  296. def setMaxDepth(value: Int): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  297. def setMaxLeaves(value: Int): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  298. def setMaxRuntimeSecs(value: Double): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  299. def setMinChildWeight(value: Double): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  300. def setMinRows(value: Double): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  301. def setMinSplitImprovement(value: Float): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  302. def setModelId(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  303. def setMonotoneConstraints(value: Map[String, Double]): H2OXGBoost.this.type

    Permalink
    Definition Classes
    HasMonotoneConstraints

  304. def setNfolds(value: Int): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  305. def setNormalizeType(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  306. def setNthread(value: Int): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  307. def setNtrees(value: Int): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  308. def setOffsetCol(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  309. def setOneDrop(value: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  310. def setParallelizeCrossValidation(value: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  311. def setPredictionCol(columnName: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  312. def setQuietMode(value: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  313. def setRateDrop(value: Float): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  314. def setRegAlpha(value: Float): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  315. def setRegLambda(value: Float): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  316. def setSampleRate(value: Double): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  317. def setSampleType(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  318. def setSaveMatrixDirectory(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  319. def setScalePosWeight(value: Float): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  320. def setScoreEachIteration(value: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  321. def setScoreEvalMetricOnly(value: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  322. def setScoreTreeInterval(value: Int): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  323. def setSeed(value: Long): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  324. def setSkipDrop(value: Float): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  325. def setSplitRatio(ratio: Double): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  326. def setStoppingMetric(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  327. def setStoppingRounds(value: Int): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  328. def setStoppingTolerance(value: Double): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  329. def setSubsample(value: Double): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  330. def setTreeMethod(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  331. def setTweediePower(value: Double): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  332. def setValidationDataFrame(dataFrame: DataFrame): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  333. def setWeightCol(value: String): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  334. def setWithContributions(enabled: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  335. def setWithLeafNodeAssignments(enabled: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  336. def setWithStageResults(enabled: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  337. val skipDrop: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  338. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  339. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  340. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  341. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  344. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  349. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  350. val subsample: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    AnyRef

  352. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  355. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  357. val treeMethod: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  358. val tweediePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  359. val uid: String

    Permalink
    Definition Classes
    H2OXGBoost → Identifiable

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

    Permalink
    Definition Classes
    RestCommunication

  361. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  362. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  365. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  366. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  367. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  368. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  369. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2OXGBoostParams

Inherited from HasIgnoredCols

Inherited from HasCalibrationDataFrame

Inherited from HasMonotoneConstraints

Inherited from H2OTreeBasedSupervisedAlgorithm[XGBoostParameters]

Inherited from H2OSupervisedAlgorithmWithFoldColumn[XGBoostParameters]

Inherited from H2OSupervisedAlgorithm[XGBoostParameters]

Inherited from H2OAlgorithm[XGBoostParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[XGBoostParameters]

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