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 categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    RestCommunication

  15. final def clear(param: Param[_]): H2OXGBoostRegressor.this.type

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    Definition Classes
    Params

  16. def clone(): AnyRef

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

  17. val colSampleByLevel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  18. val colSampleByNode: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  19. val colSampleByTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  20. val colSampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  21. val colSampleRatePerTree: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  22. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  25. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  27. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  28. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  30. def copy(extra: ParamMap): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  32. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  33. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  34. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  37. 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

  38. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  39. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  40. val dmatrixType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  46. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  47. val eta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  49. def explainParams(): String

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    Definition Classes
    Params

  50. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  51. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  53. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  54. def finalize(): Unit

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

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

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

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  60. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  61. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  62. val gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  63. val gamma: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  65. def getAucType(): String

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    Definition Classes
    H2OXGBoostParams

  66. def getBackend(): String

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    Definition Classes
    H2OXGBoostParams

  67. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  68. def getBooster(): String

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    Definition Classes
    H2OXGBoostParams

  69. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  70. def getCalibrateModel(): Boolean

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    Definition Classes
    H2OXGBoostParams

  71. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  72. def getCategoricalEncoding(): String

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef → Any

  74. def getColSampleByLevel(): Double

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    Definition Classes
    H2OXGBoostParams

  75. def getColSampleByNode(): Double

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    Definition Classes
    H2OXGBoostParams

  76. def getColSampleByTree(): Double

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    Definition Classes
    H2OXGBoostParams

  77. def getColSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  78. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OXGBoostParams

  79. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  80. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  81. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  82. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  84. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  85. def getDistribution(): String

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    Definition Classes
    H2OXGBoostParams

  86. def getDmatrixType(): String

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    Definition Classes
    H2OXGBoostParams

  87. def getEta(): Double

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    Definition Classes
    H2OXGBoostParams

  88. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OXGBoostParams

  89. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  90. def getFoldAssignment(): String

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    Definition Classes
    H2OXGBoostParams

  91. def getFoldCol(): String

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    Definition Classes
    H2OXGBoostParams

  92. def getGainsliftBins(): Int

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    Definition Classes
    H2OXGBoostParams

  93. def getGamma(): Float

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    Definition Classes
    H2OXGBoostParams

  94. def getGpuId(): Array[Int]

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    Definition Classes
    H2OXGBoostParams

  95. def getGrowPolicy(): String

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    Definition Classes
    H2OXGBoostParams

  96. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OXGBoostParams

  97. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OXGBoostParams

  99. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  100. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OXGBoostParams

  101. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OXGBoostParams

  102. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OXGBoostParams

  103. def getLabelCol(): String

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    Definition Classes
    H2OXGBoostParams

  104. def getLearnRate(): Double

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    Definition Classes
    H2OXGBoostParams

  105. def getMaxAbsLeafnodePred(): Float

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    Definition Classes
    H2OXGBoostParams

  106. def getMaxBins(): Int

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    Definition Classes
    H2OXGBoostParams

  107. def getMaxDeltaStep(): Float

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    Definition Classes
    H2OXGBoostParams

  108. def getMaxDepth(): Int

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    Definition Classes
    H2OXGBoostParams

  109. def getMaxLeaves(): Int

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    Definition Classes
    H2OXGBoostParams

  110. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OXGBoostParams

  111. def getMinChildWeight(): Double

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    Definition Classes
    H2OXGBoostParams

  112. def getMinRows(): Double

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    Definition Classes
    H2OXGBoostParams

  113. def getMinSplitImprovement(): Float

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    Definition Classes
    H2OXGBoostParams

  114. def getModelId(): String

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    HasMonotoneConstraints

  116. def getNfolds(): Int

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    Definition Classes
    H2OXGBoostParams

  117. def getNormalizeType(): String

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    Definition Classes
    H2OXGBoostParams

  118. def getNthread(): Int

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    Definition Classes
    H2OXGBoostParams

  119. def getNtrees(): Int

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    Definition Classes
    H2OXGBoostParams

  120. def getOffsetCol(): String

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    Definition Classes
    H2OXGBoostParams

  121. def getOneDrop(): Boolean

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  124. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  125. def getQuietMode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  126. def getRateDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  127. def getRegAlpha(): Float

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    Definition Classes
    H2OXGBoostParams

  128. def getRegLambda(): Float

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    Definition Classes
    H2OXGBoostParams

  129. def getSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  130. def getSampleType(): String

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    Definition Classes
    H2OXGBoostParams

  131. def getSaveMatrixDirectory(): String

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    Definition Classes
    H2OXGBoostParams

  132. def getScalePosWeight(): Float

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    Definition Classes
    H2OXGBoostParams

  133. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OXGBoostParams

  134. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OXGBoostParams

  135. def getSeed(): Long

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    Definition Classes
    H2OXGBoostParams

  136. def getSkipDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  137. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  138. def getStoppingMetric(): String

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    Definition Classes
    H2OXGBoostParams

  139. def getStoppingRounds(): Int

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    Definition Classes
    H2OXGBoostParams

  140. def getStoppingTolerance(): Double

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    Definition Classes
    H2OXGBoostParams

  141. def getSubsample(): Double

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    Definition Classes
    H2OXGBoostParams

  142. def getTreeMethod(): String

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    Definition Classes
    H2OXGBoostParams

  143. def getTweediePower(): Double

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    Definition Classes
    H2OXGBoostParams

  144. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  145. def getWeightCol(): String

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    Definition Classes
    H2OXGBoostParams

  146. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  147. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  148. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  149. val gpuId: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  150. val growPolicy: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  152. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  153. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  154. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  156. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  157. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  161. val interactionConstraints: NullableStringArrayArrayParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  163. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  164. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  166. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  167. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  168. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  169. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  170. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  171. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  172. val learnRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  173. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  180. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  186. val maxAbsLeafnodePred: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  187. val maxBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  188. val maxDeltaStep: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  189. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  190. val maxLeaves: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  191. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  192. val minChildWeight: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  193. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  194. val minSplitImprovement: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  195. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  196. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  198. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  199. val normalizeType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  200. final def notify(): Unit

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    Definition Classes
    AnyRef

  201. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  202. val nthread: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  203. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  212. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  213. val oneDrop: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  215. def paramTag: ClassTag[XGBoostParameters]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  216. var parameters: XGBoostParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  218. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  219. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  220. 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

  221. val quietMode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  222. val rateDrop: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  223. 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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    Definition Classes
    RestCommunication

  224. val regAlpha: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  225. val regLambda: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  226. 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

  227. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  228. val sampleType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  229. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  230. def save(path: String): Unit

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

  231. val saveMatrixDirectory: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  232. val scalePosWeight: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  233. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  234. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  235. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
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    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    HasCalibrationDataFrame

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    HasMonotoneConstraints

  294. def setNamedMojoOutputColumns(value: Boolean): H2OXGBoostRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OXGBoostParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  326. val skipDrop: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  327. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  328. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  329. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  330. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  333. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  338. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  339. val subsample: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef

  341. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  344. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  346. val treeMethod: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  347. val tweediePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  348. val uid: String

    Permalink
    Definition Classes
    H2OXGBoostRegressor → H2OXGBoost → Identifiable

  349. 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

  350. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  351. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  354. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  355. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  356. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  357. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  358. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

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