Class/Object

ai.h2o.sparkling.ml.algos.classification

H2OXGBoostClassifier

Related Docs: object H2OXGBoostClassifier | package classification

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class H2OXGBoostClassifier extends H2OXGBoost with H2OClassifier with DistributionForClassificationCheck

Linear Supertypes
DistributionForClassificationCheck, H2OClassifier, 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. H2OXGBoostClassifier
  2. DistributionForClassificationCheck
  3. H2OClassifier
  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 H2OXGBoostClassifier()

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  2. new H2OXGBoostClassifier(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[_]): H2OXGBoostClassifier.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): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  33. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  34. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  35. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

  39. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  40. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  41. val dmatrixType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  47. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  48. val eta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  50. def explainParams(): String

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    Definition Classes
    Params

  51. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  52. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  54. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  55. def finalize(): Unit

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

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

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

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  61. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  62. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  63. val gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  64. val gamma: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  66. def getAucType(): String

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    Definition Classes
    H2OXGBoostParams

  67. def getBackend(): String

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    Definition Classes
    H2OXGBoostParams

  68. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  69. def getBooster(): String

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    Definition Classes
    H2OXGBoostParams

  70. def getBuildTreeOneNode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  71. def getCalibrateModel(): Boolean

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    Definition Classes
    H2OXGBoostParams

  72. def getCalibrationDataFrame(): DataFrame

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    Definition Classes
    HasCalibrationDataFrame

  73. def getCalibrationMethod(): String

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    Definition Classes
    H2OXGBoostParams

  74. def getCategoricalEncoding(): String

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef → Any

  76. def getColSampleByLevel(): Double

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    Definition Classes
    H2OXGBoostParams

  77. def getColSampleByNode(): Double

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    Definition Classes
    H2OXGBoostParams

  78. def getColSampleByTree(): Double

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    Definition Classes
    H2OXGBoostParams

  79. def getColSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  80. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OXGBoostParams

  81. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  82. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  83. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  84. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  86. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  87. def getDistribution(): String

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    Definition Classes
    H2OXGBoostParams

  88. def getDmatrixType(): String

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    Definition Classes
    H2OXGBoostParams

  89. def getEta(): Double

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    Definition Classes
    H2OXGBoostParams

  90. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OXGBoostParams

  91. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  92. def getFoldAssignment(): String

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    Definition Classes
    H2OXGBoostParams

  93. def getFoldCol(): String

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    Definition Classes
    H2OXGBoostParams

  94. def getGainsliftBins(): Int

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    Definition Classes
    H2OXGBoostParams

  95. def getGamma(): Float

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    Definition Classes
    H2OXGBoostParams

  96. def getGpuId(): Array[Int]

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    Definition Classes
    H2OXGBoostParams

  97. def getGrowPolicy(): String

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    Definition Classes
    H2OXGBoostParams

  98. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OXGBoostParams

  99. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OXGBoostParams

  101. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  102. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OXGBoostParams

  103. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OXGBoostParams

  104. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OXGBoostParams

  105. def getLabelCol(): String

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    Definition Classes
    H2OXGBoostParams

  106. def getLearnRate(): Double

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    Definition Classes
    H2OXGBoostParams

  107. def getMaxAbsLeafnodePred(): Float

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    Definition Classes
    H2OXGBoostParams

  108. def getMaxBins(): Int

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    Definition Classes
    H2OXGBoostParams

  109. def getMaxDeltaStep(): Float

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    Definition Classes
    H2OXGBoostParams

  110. def getMaxDepth(): Int

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    Definition Classes
    H2OXGBoostParams

  111. def getMaxLeaves(): Int

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    Definition Classes
    H2OXGBoostParams

  112. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OXGBoostParams

  113. def getMinChildWeight(): Double

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    Definition Classes
    H2OXGBoostParams

  114. def getMinRows(): Double

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    Definition Classes
    H2OXGBoostParams

  115. def getMinSplitImprovement(): Float

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    Definition Classes
    H2OXGBoostParams

  116. def getModelId(): String

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    HasMonotoneConstraints

  118. def getNfolds(): Int

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    Definition Classes
    H2OXGBoostParams

  119. def getNormalizeType(): String

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    Definition Classes
    H2OXGBoostParams

  120. def getNthread(): Int

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    Definition Classes
    H2OXGBoostParams

  121. def getNtrees(): Int

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    Definition Classes
    H2OXGBoostParams

  122. def getOffsetCol(): String

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    Definition Classes
    H2OXGBoostParams

  123. def getOneDrop(): Boolean

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  126. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  127. def getQuietMode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  128. def getRateDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  129. def getRegAlpha(): Float

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    Definition Classes
    H2OXGBoostParams

  130. def getRegLambda(): Float

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    Definition Classes
    H2OXGBoostParams

  131. def getSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  132. def getSampleType(): String

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    Definition Classes
    H2OXGBoostParams

  133. def getSaveMatrixDirectory(): String

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    Definition Classes
    H2OXGBoostParams

  134. def getScalePosWeight(): Float

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    Definition Classes
    H2OXGBoostParams

  135. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OXGBoostParams

  136. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OXGBoostParams

  137. def getSeed(): Long

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    Definition Classes
    H2OXGBoostParams

  138. def getSkipDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  139. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  140. def getStoppingMetric(): String

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    Definition Classes
    H2OXGBoostParams

  141. def getStoppingRounds(): Int

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    Definition Classes
    H2OXGBoostParams

  142. def getStoppingTolerance(): Double

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    Definition Classes
    H2OXGBoostParams

  143. def getSubsample(): Double

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    Definition Classes
    H2OXGBoostParams

  144. def getTreeMethod(): String

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    Definition Classes
    H2OXGBoostParams

  145. def getTweediePower(): Double

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    Definition Classes
    H2OXGBoostParams

  146. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  147. def getWeightCol(): String

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    Definition Classes
    H2OXGBoostParams

  148. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  149. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  150. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  151. val gpuId: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  152. val growPolicy: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  154. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  155. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  156. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  158. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  159. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  163. val interactionConstraints: NullableStringArrayArrayParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  165. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  166. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  168. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  169. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  170. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  171. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  172. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  173. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  174. val learnRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  175. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  182. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  188. val maxAbsLeafnodePred: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  189. val maxBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  190. val maxDeltaStep: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  191. val maxDepth: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  192. val maxLeaves: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  193. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  194. val minChildWeight: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  195. val minRows: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  196. val minSplitImprovement: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  197. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  198. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  200. val nfolds: IntParam

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    Attributes
    protected
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    H2OXGBoostParams

  201. val normalizeType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  202. final def notify(): Unit

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    Definition Classes
    AnyRef

  203. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  204. val nthread: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  205. val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    ParameterConstructorMethods

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  214. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  215. val oneDrop: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
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    ParameterConstructorMethods

  217. def paramTag: ClassTag[XGBoostParameters]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  218. var parameters: XGBoostParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  220. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  221. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

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

    Permalink
    Definition Classes
    RestCommunication

  223. val quietMode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  224. val rateDrop: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    RestCommunication

  226. val regAlpha: FloatParam

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    H2OXGBoostParams

  227. val regLambda: FloatParam

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    Attributes
    protected
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    H2OXGBoostParams

  228. 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

  229. val sampleRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  230. val sampleType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  231. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  232. def save(path: String): Unit

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

  233. val saveMatrixDirectory: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  234. val scalePosWeight: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  235. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  236. val scoreTreeInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  237. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  238. final def set(paramPair: ParamPair[_]): H2OXGBoostClassifier.this.type

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    Attributes
    protected
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    Params

  239. final def set(param: String, value: Any): H2OXGBoostClassifier.this.type

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    Attributes
    protected
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    Params

  240. final def set[T](param: Param[T], value: T): H2OXGBoostClassifier.this.type

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    Definition Classes
    Params

  241. def setAucType(value: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  242. def setBackend(value: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  243. def setBooster(value: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  244. def setBuildTreeOneNode(value: Boolean): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  245. def setCalibrateModel(value: Boolean): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  246. def setCalibrationDataFrame(value: DataFrame): H2OXGBoostClassifier.this.type

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    Definition Classes
    HasCalibrationDataFrame

  247. def setCalibrationMethod(value: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  248. def setCategoricalEncoding(value: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  249. def setColSampleByLevel(value: Double): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  250. def setColSampleByNode(value: Double): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  251. def setColSampleByTree(value: Double): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  252. def setColSampleRate(value: Double): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  253. def setColSampleRatePerTree(value: Double): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  254. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OCommonParams

  255. def setColumnsToCategorical(columns: Array[String]): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OCommonParams

  256. def setColumnsToCategorical(first: String, others: String*): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OCommonParams

  257. def setConvertInvalidNumbersToNa(value: Boolean): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OCommonParams

  258. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OCommonParams

  259. def setDataFrameSerializer(fullClassName: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OBaseMOJOParams

  260. final def setDefault(paramPairs: ParamPair[_]*): H2OXGBoostClassifier.this.type

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    Attributes
    protected
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    Params

  261. final def setDefault[T](param: Param[T], value: T): H2OXGBoostClassifier.this.type

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    Attributes
    protected
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    Params

  262. def setDetailedPredictionCol(columnName: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  263. def setDistribution(value: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  264. def setDmatrixType(value: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  265. def setEta(value: Double): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  266. def setExportCheckpointsDir(value: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  267. def setFeaturesCol(first: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  268. def setFeaturesCols(columnNames: ArrayList[String]): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  269. def setFeaturesCols(columnNames: Array[String]): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  270. def setFeaturesCols(first: String, others: String*): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  271. def setFoldAssignment(value: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  272. def setFoldCol(value: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  273. def setGainsliftBins(value: Int): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  274. def setGamma(value: Float): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  275. def setGpuId(value: Array[Int]): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  276. def setGrowPolicy(value: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  277. def setIgnoreConstCols(value: Boolean): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  278. def setIgnoredCols(value: Array[String]): H2OXGBoostClassifier.this.type

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    Definition Classes
    HasIgnoredCols

  279. def setInteractionConstraints(value: Array[Array[String]]): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  280. def setKeepBinaryModels(value: Boolean): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OCommonParams

  281. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  282. def setKeepCrossValidationModels(value: Boolean): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  283. def setKeepCrossValidationPredictions(value: Boolean): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  284. def setLabelCol(value: String): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  285. def setLearnRate(value: Double): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  286. def setMaxAbsLeafnodePred(value: Float): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  287. def setMaxBins(value: Int): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  288. def setMaxDeltaStep(value: Float): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  289. def setMaxDepth(value: Int): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  290. def setMaxLeaves(value: Int): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  291. def setMaxRuntimeSecs(value: Double): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  292. def setMinChildWeight(value: Double): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  293. def setMinRows(value: Double): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  294. def setMinSplitImprovement(value: Float): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  295. def setModelId(value: String): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  296. def setMonotoneConstraints(value: Map[String, Double]): H2OXGBoostClassifier.this.type

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    Definition Classes
    HasMonotoneConstraints

  297. def setNamedMojoOutputColumns(value: Boolean): H2OXGBoostClassifier.this.type

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

  298. def setNfolds(value: Int): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  299. def setNormalizeType(value: String): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  300. def setNthread(value: Int): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  301. def setNtrees(value: Int): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  302. def setOffsetCol(value: String): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  303. def setOneDrop(value: Boolean): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  304. def setPredictionCol(columnName: String): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  305. def setQuietMode(value: Boolean): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  306. def setRateDrop(value: Float): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  307. def setRegAlpha(value: Float): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  308. def setRegLambda(value: Float): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  309. def setSampleRate(value: Double): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  310. def setSampleType(value: String): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  311. def setSaveMatrixDirectory(value: String): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  312. def setScalePosWeight(value: Float): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  313. def setScoreEachIteration(value: Boolean): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  314. def setScoreTreeInterval(value: Int): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  315. def setSeed(value: Long): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  316. def setSkipDrop(value: Float): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  317. def setSplitRatio(ratio: Double): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  318. def setStoppingMetric(value: String): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  319. def setStoppingRounds(value: Int): H2OXGBoostClassifier.this.type

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    Definition Classes
    H2OXGBoostParams

  320. def setStoppingTolerance(value: Double): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  321. def setSubsample(value: Double): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  322. def setTreeMethod(value: String): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  323. def setTweediePower(value: Double): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  324. def setValidationDataFrame(dataFrame: DataFrame): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  325. def setWeightCol(value: String): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OXGBoostParams

  326. def setWithContributions(enabled: Boolean): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  327. def setWithLeafNodeAssignments(enabled: Boolean): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  328. def setWithStageResults(enabled: Boolean): H2OXGBoostClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  329. val skipDrop: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  330. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  331. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  332. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  333. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    protected
    Definition Classes
    ParameterConstructorMethods

  336. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  341. def stringifyPrimitiveParam(value: Any): String

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    protected
    Definition Classes
    RestEncodingUtils

  342. val subsample: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef

  344. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  347. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  349. val treeMethod: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  350. val tweediePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  351. val uid: String

    Permalink
    Definition Classes
    H2OXGBoostClassifier → H2OXGBoost → Identifiable

  352. 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

  353. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  354. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  357. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams

  358. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  359. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  360. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  361. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from DistributionForClassificationCheck

Inherited from H2OClassifier

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