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], H2OSupervisedAlgorithm[XGBoostParameters], H2OAlgorithm[XGBoostParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, 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. H2OSupervisedAlgorithm
  9. H2OAlgorithm
  10. DefaultParamsWritable
  11. MLWritable
  12. H2OTrainFramePreparation
  13. H2OAlgoCommonUtils
  14. EstimatorCommonUtils
  15. RestCommunication
  16. RestEncodingUtils
  17. H2OCommonParams
  18. H2OAlgoParamsBase
  19. ParameterConstructorMethods
  20. H2OBaseMOJOParams
  21. Logging
  22. Estimator
  23. PipelineStage
  24. Logging
  25. Params
  26. Serializable
  27. Serializable
  28. Identifiable
  29. AnyRef
  30. Any
  1. Hide All
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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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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 backend: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  7. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  9. val booster: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  10. val buildTreeOneNode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  11. val calibrateModel: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  12. val categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    RestCommunication

  14. final def clear(param: Param[_]): H2OXGBoost.this.type

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    Definition Classes
    Params

  15. def clone(): AnyRef

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

  16. val colSampleByLevel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  17. val colSampleByNode: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  18. val colSampleByTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  19. val colSampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  20. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  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): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  33. 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

  34. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  35. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  36. val dmatrixType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  42. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  43. val eta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  45. def explainParams(): String

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    Definition Classes
    Params

  46. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  47. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  49. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  50. def finalize(): Unit

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

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

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    Definition Classes
    H2OXGBoost → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  56. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  57. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  58. val gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  59. val gamma: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  61. def getBackend(): String

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    Definition Classes
    H2OXGBoostParams

  62. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  63. def getBooster(): String

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    Definition Classes
    H2OXGBoostParams

  64. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  65. def getCalibrateModel(): Boolean

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    Definition Classes
    H2OXGBoostParams

  66. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  67. def getCategoricalEncoding(): String

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef → Any

  69. def getColSampleByLevel(): Double

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    Definition Classes
    H2OXGBoostParams

  70. def getColSampleByNode(): Double

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    Definition Classes
    H2OXGBoostParams

  71. def getColSampleByTree(): Double

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    Definition Classes
    H2OXGBoostParams

  72. def getColSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  73. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OXGBoostParams

  74. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  75. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  76. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  78. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  79. def getDistribution(): String

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    Definition Classes
    H2OXGBoostParams

  80. def getDmatrixType(): String

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    Definition Classes
    H2OXGBoostParams

  81. def getEta(): Double

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    Definition Classes
    H2OXGBoostParams

  82. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OXGBoostParams

  83. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  84. def getFoldAssignment(): String

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    Definition Classes
    H2OXGBoostParams

  85. def getFoldCol(): String

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    Definition Classes
    H2OXGBoostParams

  86. def getGainsliftBins(): Int

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    Definition Classes
    H2OXGBoostParams

  87. def getGamma(): Float

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    Definition Classes
    H2OXGBoostParams

  88. def getGpuId(): Int

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    Definition Classes
    H2OXGBoostParams

  89. def getGrowPolicy(): String

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    Definition Classes
    H2OXGBoostParams

  90. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OXGBoostParams

  91. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OXGBoostParams

  93. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OXGBoostParams

  94. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OXGBoostParams

  95. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OXGBoostParams

  96. def getLabelCol(): String

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    Definition Classes
    H2OXGBoostParams

  97. def getLearnRate(): Double

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    Definition Classes
    H2OXGBoostParams

  98. def getMaxAbsLeafnodePred(): Float

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    Definition Classes
    H2OXGBoostParams

  99. def getMaxBins(): Int

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    Definition Classes
    H2OXGBoostParams

  100. def getMaxDeltaStep(): Float

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    Definition Classes
    H2OXGBoostParams

  101. def getMaxDepth(): Int

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    Definition Classes
    H2OXGBoostParams

  102. def getMaxLeaves(): Int

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    Definition Classes
    H2OXGBoostParams

  103. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OXGBoostParams

  104. def getMinChildWeight(): Double

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    Definition Classes
    H2OXGBoostParams

  105. def getMinRows(): Double

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    Definition Classes
    H2OXGBoostParams

  106. def getMinSplitImprovement(): Float

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    Definition Classes
    H2OXGBoostParams

  107. def getModelId(): String

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    HasMonotoneConstraints

  109. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  110. def getNfolds(): Int

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    Definition Classes
    H2OXGBoostParams

  111. def getNormalizeType(): String

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    Definition Classes
    H2OXGBoostParams

  112. def getNthread(): Int

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    Definition Classes
    H2OXGBoostParams

  113. def getNtrees(): Int

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    Definition Classes
    H2OXGBoostParams

  114. def getOffsetCol(): String

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    Definition Classes
    H2OXGBoostParams

  115. def getOneDrop(): Boolean

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  118. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  119. def getQuietMode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  120. def getRateDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  121. def getRegAlpha(): Float

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    Definition Classes
    H2OXGBoostParams

  122. def getRegLambda(): Float

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    Definition Classes
    H2OXGBoostParams

  123. def getSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  124. def getSampleType(): String

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    Definition Classes
    H2OXGBoostParams

  125. def getSaveMatrixDirectory(): String

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    Definition Classes
    H2OXGBoostParams

  126. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OXGBoostParams

  127. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OXGBoostParams

  128. def getSeed(): Long

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    Definition Classes
    H2OXGBoostParams

  129. def getSkipDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  130. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  131. def getStoppingMetric(): String

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    Definition Classes
    H2OXGBoostParams

  132. def getStoppingRounds(): Int

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    Definition Classes
    H2OXGBoostParams

  133. def getStoppingTolerance(): Double

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    Definition Classes
    H2OXGBoostParams

  134. def getSubsample(): Double

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    Definition Classes
    H2OXGBoostParams

  135. def getTreeMethod(): String

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    Definition Classes
    H2OXGBoostParams

  136. def getTweediePower(): Double

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    Definition Classes
    H2OXGBoostParams

  137. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  138. def getWeightCol(): String

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    Definition Classes
    H2OXGBoostParams

  139. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  140. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  141. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  142. val gpuId: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  143. val growPolicy: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  145. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  146. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  147. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  149. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  150. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  154. val interactionConstraints: NullableStringArrayArrayParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  156. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  157. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  159. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  160. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  161. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  162. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  163. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  164. val learnRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  165. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  172. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  178. val maxAbsLeafnodePred: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  179. val maxBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  180. val maxDeltaStep: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  181. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  182. val maxLeaves: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  183. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  184. val minChildWeight: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  185. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  186. val minSplitImprovement: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  187. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  188. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  190. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  191. val normalizeType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  192. final def notify(): Unit

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    Definition Classes
    AnyRef

  193. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  194. val nthread: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  195. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  204. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  205. val oneDrop: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  207. def paramTag: ClassTag[XGBoostParameters]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  208. var parameters: XGBoostParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  210. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  211. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  212. 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

  213. val quietMode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  214. val rateDrop: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  215. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  216. val regAlpha: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  217. val regLambda: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    RestCommunication

  219. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  220. val sampleType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  221. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  222. def save(path: String): Unit

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

  223. val saveMatrixDirectory: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  224. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  225. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  226. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
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    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    HasCalibrationDataFrame

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
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    Params

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

  261. def setGpuId(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    HasMonotoneConstraints

  282. def setNamedMojoOutputColumns(value: Boolean): H2OXGBoost.this.type

    Permalink
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OCommonParams

  311. def setWithDetailedPredictionCol(enabled: Boolean): H2OXGBoost.this.type

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

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OCommonParams

  314. val skipDrop: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  315. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  316. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  317. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  318. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  321. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  326. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  327. val subsample: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef

  329. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  331. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  333. val treeMethod: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  334. val tweediePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  335. val uid: String

    Permalink
    Definition Classes
    H2OXGBoost → Identifiable

  336. 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

  337. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  338. final def wait(): Unit

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

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

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

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

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

  341. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  342. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  343. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  344. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  345. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  346. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2OXGBoostParams

Inherited from HasIgnoredCols

Inherited from HasCalibrationDataFrame

Inherited from HasMonotoneConstraints

Inherited from H2OTreeBasedSupervisedAlgorithm[XGBoostParameters]

Inherited from H2OSupervisedAlgorithm[XGBoostParameters]

Inherited from H2OAlgorithm[XGBoostParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped