Class/Object

ai.h2o.sparkling.ml.algos.regression

H2OXGBoostRegressor

Related Docs: object H2OXGBoostRegressor | package regression

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class H2OXGBoostRegressor extends H2OXGBoost with H2ORegressor with DistributionForRegressionCheck

Linear Supertypes
DistributionForRegressionCheck, H2ORegressor, H2OXGBoost, 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
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Inherited
  1. H2OXGBoostRegressor
  2. DistributionForRegressionCheck
  3. H2ORegressor
  4. H2OXGBoost
  5. DistributionBasedH2OTrainFramePreparation
  6. H2OXGBoostParams
  7. HasIgnoredCols
  8. HasCalibrationDataFrame
  9. HasMonotoneConstraints
  10. H2OTreeBasedSupervisedAlgorithm
  11. H2OSupervisedAlgorithmWithFoldColumn
  12. H2OSupervisedAlgorithm
  13. H2OAlgorithm
  14. H2OAlgorithmCommonParams
  15. H2OAlgorithmMOJOParams
  16. H2OEstimator
  17. DefaultParamsWritable
  18. MLWritable
  19. H2OTrainFramePreparation
  20. H2OAlgoCommonUtils
  21. EstimatorCommonUtils
  22. RestCommunication
  23. RestEncodingUtils
  24. Logging
  25. H2OCommonParams
  26. H2OBaseMOJOParams
  27. HasDataFrameSerializer
  28. H2OAlgoParamsBase
  29. H2OFrameLifecycle
  30. ParameterConstructorMethods
  31. Estimator
  32. PipelineStage
  33. Logging
  34. Params
  35. Serializable
  36. Serializable
  37. Identifiable
  38. AnyRef
  39. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OXGBoostRegressor()

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  2. new H2OXGBoostRegressor(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[_]): H2OXGBoostRegressor.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): H2OXGBoostRegressor.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. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  36. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  39. 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

  40. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  41. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  42. val dmatrixType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  48. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  49. val eta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  50. val evalMetric: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  52. def explainParams(): String

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    Definition Classes
    Params

  53. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  54. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  56. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  57. def finalize(): Unit

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

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

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

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  63. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  64. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  65. val gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  66. val gamma: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  68. def getAucType(): String

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    Definition Classes
    H2OXGBoostParams

  69. def getBackend(): String

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    Definition Classes
    H2OXGBoostParams

  70. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  71. def getBooster(): String

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    Definition Classes
    H2OXGBoostParams

  72. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  73. def getCalibrateModel(): Boolean

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    Definition Classes
    H2OXGBoostParams

  74. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  75. def getCalibrationMethod(): String

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    Definition Classes
    H2OXGBoostParams

  76. def getCategoricalEncoding(): String

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef → Any

  78. def getColSampleByLevel(): Double

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    Definition Classes
    H2OXGBoostParams

  79. def getColSampleByNode(): Double

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    Definition Classes
    H2OXGBoostParams

  80. def getColSampleByTree(): Double

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    Definition Classes
    H2OXGBoostParams

  81. def getColSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  82. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OXGBoostParams

  83. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  84. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  85. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  86. def getCustomMetricFunc(): String

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    Definition Classes
    H2OXGBoostParams

  87. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  89. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  90. def getDistribution(): String

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    Definition Classes
    H2OXGBoostParams

  91. def getDmatrixType(): String

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    Definition Classes
    H2OXGBoostParams

  92. def getEta(): Double

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    Definition Classes
    H2OXGBoostParams

  93. def getEvalMetric(): String

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    Definition Classes
    H2OXGBoostParams

  94. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OXGBoostParams

  95. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  96. def getFoldAssignment(): String

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    Definition Classes
    H2OXGBoostParams

  97. def getFoldCol(): String

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    Definition Classes
    H2OXGBoostParams

  98. def getGainsliftBins(): Int

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    Definition Classes
    H2OXGBoostParams

  99. def getGamma(): Float

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    Definition Classes
    H2OXGBoostParams

  100. def getGpuId(): Array[Int]

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    Definition Classes
    H2OXGBoostParams

  101. def getGrowPolicy(): String

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    Definition Classes
    H2OXGBoostParams

  102. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OXGBoostParams

  103. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OXGBoostParams

  105. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  106. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OXGBoostParams

  107. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OXGBoostParams

  108. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OXGBoostParams

  109. def getLabelCol(): String

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    Definition Classes
    H2OXGBoostParams

  110. def getLearnRate(): Double

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    Definition Classes
    H2OXGBoostParams

  111. def getMaxAbsLeafnodePred(): Float

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    Definition Classes
    H2OXGBoostParams

  112. def getMaxBins(): Int

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    Definition Classes
    H2OXGBoostParams

  113. def getMaxDeltaStep(): Float

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    Definition Classes
    H2OXGBoostParams

  114. def getMaxDepth(): Int

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    Definition Classes
    H2OXGBoostParams

  115. def getMaxLeaves(): Int

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    Definition Classes
    H2OXGBoostParams

  116. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OXGBoostParams

  117. def getMinChildWeight(): Double

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    Definition Classes
    H2OXGBoostParams

  118. def getMinRows(): Double

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    Definition Classes
    H2OXGBoostParams

  119. def getMinSplitImprovement(): Float

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    Definition Classes
    H2OXGBoostParams

  120. def getModelId(): String

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    HasMonotoneConstraints

  122. def getNfolds(): Int

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    Definition Classes
    H2OXGBoostParams

  123. def getNormalizeType(): String

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    Definition Classes
    H2OXGBoostParams

  124. def getNthread(): Int

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    Definition Classes
    H2OXGBoostParams

  125. def getNtrees(): Int

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    Definition Classes
    H2OXGBoostParams

  126. def getOffsetCol(): String

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    Definition Classes
    H2OXGBoostParams

  127. def getOneDrop(): Boolean

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  129. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  131. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  132. def getQuietMode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  133. def getRateDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  134. def getRegAlpha(): Float

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    Definition Classes
    H2OXGBoostParams

  135. def getRegLambda(): Float

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    Definition Classes
    H2OXGBoostParams

  136. def getSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  137. def getSampleType(): String

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    Definition Classes
    H2OXGBoostParams

  138. def getSaveMatrixDirectory(): String

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    Definition Classes
    H2OXGBoostParams

  139. def getScalePosWeight(): Float

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    Definition Classes
    H2OXGBoostParams

  140. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OXGBoostParams

  141. def getScoreEvalMetricOnly(): Boolean

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    Definition Classes
    H2OXGBoostParams

  142. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OXGBoostParams

  143. def getSeed(): Long

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    Definition Classes
    H2OXGBoostParams

  144. def getSkipDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  145. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  146. def getStoppingMetric(): String

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    Definition Classes
    H2OXGBoostParams

  147. def getStoppingRounds(): Int

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    Definition Classes
    H2OXGBoostParams

  148. def getStoppingTolerance(): Double

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    Definition Classes
    H2OXGBoostParams

  149. def getSubsample(): Double

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    Definition Classes
    H2OXGBoostParams

  150. def getTreeMethod(): String

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    Definition Classes
    H2OXGBoostParams

  151. def getTweediePower(): Double

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    Definition Classes
    H2OXGBoostParams

  152. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  153. def getWeightCol(): String

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    Definition Classes
    H2OXGBoostParams

  154. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  155. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  156. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  157. val gpuId: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  158. val growPolicy: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  160. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  161. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  162. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  164. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  165. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  169. val interactionConstraints: NullableStringArrayArrayParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  171. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  172. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  174. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  175. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  176. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  177. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  178. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  179. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  180. val learnRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  181. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  188. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  194. val maxAbsLeafnodePred: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  195. val maxBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  196. val maxDeltaStep: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  197. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  198. val maxLeaves: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  199. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  200. val minChildWeight: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  201. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  202. val minSplitImprovement: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  203. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef

  205. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  206. val normalizeType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  207. final def notify(): Unit

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    Definition Classes
    AnyRef

  208. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  209. val nthread: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  210. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  220. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  221. val oneDrop: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  222. val parallelizeCrossValidation: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  224. def paramTag: ClassTag[XGBoostParameters]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  225. var parameters: XGBoostParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  227. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  228. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

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

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    Definition Classes
    RestCommunication

  230. val quietMode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  231. val rateDrop: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  232. 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
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    RestCommunication

  233. val regAlpha: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  234. val regLambda: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    RestCommunication

  236. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  237. val sampleType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  238. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  239. def save(path: String): Unit

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

  240. val saveMatrixDirectory: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  241. val scalePosWeight: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  242. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  243. val scoreEvalMetricOnly: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  244. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  245. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  246. final def set(paramPair: ParamPair[_]): H2OXGBoostRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  247. final def set(param: String, value: Any): H2OXGBoostRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  248. final def set[T](param: Param[T], value: T): H2OXGBoostRegressor.this.type

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    Definition Classes
    Params

  249. def setAucType(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  250. def setBackend(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  251. def setBooster(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  252. def setBuildTreeOneNode(value: Boolean): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  253. def setCalibrateModel(value: Boolean): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  254. def setCalibrationDataFrame(value: DataFrame): H2OXGBoostRegressor.this.type

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    Definition Classes
    HasCalibrationDataFrame

  255. def setCalibrationMethod(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  256. def setCategoricalEncoding(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  257. def setColSampleByLevel(value: Double): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  258. def setColSampleByNode(value: Double): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  259. def setColSampleByTree(value: Double): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  260. def setColSampleRate(value: Double): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  261. def setColSampleRatePerTree(value: Double): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  262. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OCommonParams

  263. def setColumnsToCategorical(columns: Array[String]): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OCommonParams

  264. def setColumnsToCategorical(first: String, others: String*): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OCommonParams

  265. def setConvertInvalidNumbersToNa(value: Boolean): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OCommonParams

  266. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OCommonParams

  267. def setCustomMetricFunc(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  268. def setDataFrameSerializer(fullClassName: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OBaseMOJOParams

  269. final def setDefault(paramPairs: ParamPair[_]*): H2OXGBoostRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  270. final def setDefault[T](param: Param[T], value: T): H2OXGBoostRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  271. def setDetailedPredictionCol(columnName: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  272. def setDistribution(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  273. def setDmatrixType(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  274. def setEta(value: Double): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  275. def setEvalMetric(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  276. def setExportCheckpointsDir(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  277. def setFeaturesCol(first: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  278. def setFeaturesCols(columnNames: ArrayList[String]): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  279. def setFeaturesCols(columnNames: Array[String]): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  280. def setFeaturesCols(first: String, others: String*): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  281. def setFoldAssignment(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  282. def setFoldCol(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  283. def setGainsliftBins(value: Int): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  284. def setGamma(value: Float): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  285. def setGpuId(value: Array[Int]): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  286. def setGrowPolicy(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  287. def setIgnoreConstCols(value: Boolean): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  288. def setIgnoredCols(value: Array[String]): H2OXGBoostRegressor.this.type

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    Definition Classes
    HasIgnoredCols

  289. def setInteractionConstraints(value: Array[Array[String]]): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  290. def setKeepBinaryModels(value: Boolean): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OCommonParams

  291. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  292. def setKeepCrossValidationModels(value: Boolean): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  293. def setKeepCrossValidationPredictions(value: Boolean): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  294. def setLabelCol(value: String): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  295. def setLearnRate(value: Double): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  296. def setMaxAbsLeafnodePred(value: Float): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  297. def setMaxBins(value: Int): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  298. def setMaxDeltaStep(value: Float): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  299. def setMaxDepth(value: Int): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  300. def setMaxLeaves(value: Int): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  301. def setMaxRuntimeSecs(value: Double): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  302. def setMinChildWeight(value: Double): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  303. def setMinRows(value: Double): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  304. def setMinSplitImprovement(value: Float): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  305. def setModelId(value: String): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  306. def setMonotoneConstraints(value: Map[String, Double]): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    HasMonotoneConstraints

  307. def setNfolds(value: Int): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  308. def setNormalizeType(value: String): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  309. def setNthread(value: Int): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  310. def setNtrees(value: Int): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  311. def setOffsetCol(value: String): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  312. def setOneDrop(value: Boolean): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  313. def setParallelizeCrossValidation(value: Boolean): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  314. def setPredictionCol(columnName: String): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  315. def setQuietMode(value: Boolean): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  316. def setRateDrop(value: Float): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  317. def setRegAlpha(value: Float): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  318. def setRegLambda(value: Float): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  319. def setSampleRate(value: Double): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  320. def setSampleType(value: String): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  321. def setSaveMatrixDirectory(value: String): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  322. def setScalePosWeight(value: Float): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  323. def setScoreEachIteration(value: Boolean): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  324. def setScoreEvalMetricOnly(value: Boolean): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  325. def setScoreTreeInterval(value: Int): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  326. def setSeed(value: Long): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  327. def setSkipDrop(value: Float): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  328. def setSplitRatio(ratio: Double): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  329. def setStoppingMetric(value: String): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  330. def setStoppingRounds(value: Int): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  331. def setStoppingTolerance(value: Double): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  332. def setSubsample(value: Double): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  333. def setTreeMethod(value: String): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  334. def setTweediePower(value: Double): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OXGBoostParams

  335. def setValidationDataFrame(dataFrame: DataFrame): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  336. def setWeightCol(value: String): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  337. def setWithContributions(enabled: Boolean): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  338. def setWithLeafNodeAssignments(enabled: Boolean): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  339. def setWithStageResults(enabled: Boolean): H2OXGBoostRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  340. val skipDrop: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  341. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  342. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  343. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  344. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  347. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  352. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  353. val subsample: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef

  355. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  358. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  360. val treeMethod: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  361. val tweediePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  362. val uid: String

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    Definition Classes
    H2OXGBoostRegressor → H2OXGBoost → Identifiable

  363. 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

  364. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  365. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  368. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  369. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  370. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  371. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  372. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DistributionForRegressionCheck

Inherited from H2ORegressor

Inherited from H2OXGBoost

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